https://pardeewiki.du.edu//api.php?action=feedcontributions&feedformat=atom&user=HoldenFitzgerald 2026-04-26T03:05:49Z User contributions MediaWiki 1.43.6 https://pardeewiki.du.edu//index.php?title=Center_for_Systemic_Peace&diff=9174 2018-10-10T17:47:59Z

<p>HoldenFitzgerald: </p> <hr /> <div>'''Center for International Development and Conflict Management (CIDCM):''' '''Polity IV Project'''<br /> <br /> The Polity data series, originally designed by Ted Robert Gurr, contains coded annual information on regime and authority characteristics for 161 independent states (fundamentally those with greater than 500,000 total population) in the global state system and covers the years 1800-2002. The Polity database is housed at Center for International Development and Conflict Management (CIDCM), at the University of Maryland, College Park series and is available at [http://www.systemicpeace.org/polity/polity4.htm http://www.systemicpeace.org/polity/polity4.htm] (current data for Polity Project moved to this website) . Monty Marshall has been kind in providing recent updates to the IFs project.<br /> <br /> The Polity IV dataset provides substantial information on regime types and behavior.&amp;nbsp; Polity codes were originally assigned according to three general categories of authority patterns: executive recruitment, executive constraints, and political competition. Later, these general categories were disaggregated into six component variables. IFs has drawn primarily on their indices of democracy and autocracy.<br /> <br /> = Instructions on Importing PITF&amp;nbsp;data into IFs =<br /> <br /> This section explains the methodology that is to be followed when importing Political Instability Task Force (PITF) data into IFs. It also describes certain problems that a user might face in interpreting and&amp;nbsp;understanding the data.<br /> <br /> '''&lt;u&gt;Source&lt;/u&gt;'''- PITF&amp;nbsp;data is published by the center for systemic peace. The data is available at this website , [http://www.systemicpeace.org/inscrdata.html http://www.systemicpeace.org/inscrdata.html]<br /> <br /> '''&lt;u&gt;Types of Data-&lt;/u&gt;'''Following categories of data need to be imported into Ifs&amp;nbsp;<br /> <br /> #'''&lt;u&gt;Ethnic War event-&lt;/u&gt;'''Describes the occurrence of Ethnic War in a region for a particular year. Data is binary, i.e. 1- War event, 0- No event<br /> #'''&lt;u&gt;Ethnic War magnitude-&lt;/u&gt;'''Describes the Average death magnitude of the war event Range of 0-4. In case of multiple events in the same year for same region, select highest value amongst all available values.<br /> #'''&lt;u&gt;Genocide-Politicide Event-&lt;/u&gt;'''Describes the occurrence of Genocide/Politicide event. Data is binary, i.e. 1- Event occurrence, 0-No event<br /> #'''&lt;u&gt;Genocide-Politicide Magnitude&lt;/u&gt;'''- Describes the Average death magnitude of the event. Range of 0-4. In case of multiple events in the same year for same region, select highest value amongst all available values.<br /> #'''&lt;u&gt;Regime Change event-&lt;/u&gt;''' Describes the occurrence of Regime Change event. Data is binary, i.e. 1- Event occurrence, 0-No event<br /> #'''&lt;u&gt;Regime Change magnitude-&lt;/u&gt;''' Describes the Average death magnitude of the event Range of 0-4. In case of multiple events in the same year for same region, select highest value amongst all available values.<br /> #'''&lt;u&gt;Revolutionary War event-&lt;/u&gt;'''Describes the occurrence of Revolutionary War event. Data is binary, i.e. 1- Event occurrence, 0-No event<br /> #'''&lt;u&gt;Revolutionary War magnitude-&lt;/u&gt;'''Describes the Average death magnitude of the event Range of 0-4. In case of multiple events in the same year for same region, select highest value amongst all available values.<br /> <br /> Ultimately, IFs cumulates all of the above series and computes the Internal War Event index and Internal War Magnitude Index for all countries and regions. Below is a chart describing, the Internal War Magnitude across country groups from 1955 to 2015.<br /> <br /> [[File:Polity2.png|RTENOTITLE]]<br /> <br /> ''Source: International Futures 7.22''<br /> <br /> <br /> <br /> <br /> <br /> '''&lt;u&gt;Country List to be Used-&lt;/u&gt;'''Systemic Peace countries, Ifs country List (IFs Country List generally is easiest and requires least amount of changes)<br /> <br /> '''&lt;u&gt;Series calculated automatically by Ifs-&lt;/u&gt;'''&amp;nbsp;<br /> <br /> There are certain series which are automatically calculated by Ifs using the above data. They have been listed here for User’s convenience,<br /> <br /> #SFPITFInternalWarEv<br /> #SFPITFInternalWarEvProb<br /> #SFPITFInternalWarMagAvg<br /> #SFPITFInternalWarY1Prob<br /> #SFPITFConsolidatedEv<br /> #SFPITFConsolidatedMag<br /> <br /> &amp;nbsp;'''&lt;u&gt;Issues in the data and their resolution-&lt;/u&gt;'''<br /> <br /> #'''&lt;u&gt;Retrospective changes-&lt;/u&gt;'''Along with the PITF updates for future years, historical PITF data is constantly updated due to quantifications completed in this year in relation to events occurring in the previous years. E.g. The Uighur revolution that occurred in China in 2009, was added to the PITF data in 2015 since quantification was completed in 2015.&amp;nbsp; Magnitudes are also changed from time to time retrospectively. (It is highly recommended that instead of just adding current year data to the Ifs file, the User perform a comparison of historical Ifs data and the PITF data to identify any retrospective changes. This can be done by first converting the PITF data into panel format by using the pivot table function in Excel, and then using a VLOOKUP to identify differences)<br /> #&lt;u&gt;'''Representation of Arab Spring'''&lt;/u&gt;- The political instability of the Arab Spring is not adequately represented in the PITF data. For example, no events exist for Tunisia in the latest PITF update. This is mainly on account of the present unavailability of data regarding the magnitude of these events.&amp;nbsp;<br /> <br /> = &lt;span style=&quot;font-size:x-large;&quot;&gt;Instructions on Importing Polity IV Data into IFs&lt;/span&gt; =<br /> <br /> This section explains the methodology that is to be followed when importing Polity IV data into IFs. It also describes certain problems that a user might face in interpreting and&amp;nbsp;understanding the data.<br /> <br /> '''&lt;u&gt;Source&lt;/u&gt;''': The data for Polity IV is hosted by the Center for Systemic Peace and can be found at&amp;nbsp;[http://www.systemicpeace.org/inscrdata.html http://www.systemicpeace.org/inscrdata.html]<br /> <br /> '''&lt;u&gt;Series to be Imported:&lt;/u&gt;'''&amp;nbsp;There are ten series from Polity IV that need to be imported into IFs:<br /> <br /> #&lt;u&gt;'''PolityAutoc:'''&lt;/u&gt;&amp;nbsp;This is the autocracy score from Polity IV. It is a scale from 1-10, with negative values that indicate transitional periods (these negative numbers should be removed when importing into IFs).<br /> #'''&lt;u&gt;PolityDemoc:&lt;/u&gt;'''&amp;nbsp;This is the democracy score from Polity IV. It is a scale from 1-10, with negative values that indicate transitional periods (these negative numbers should be removed when importing into IFs).<br /> #'''&lt;u&gt;PolityCombined:&lt;/u&gt;'''&amp;nbsp;This is the combined score from Polity IV, It is a scale from -10 to 10 (democracy score minus autocracy score), with lower negative values that indicate transitional periods (these negative numbers should be removed when importing into IFs).&amp;nbsp;For the purposes of importing into IFs, this series&amp;nbsp;should be transformed into a 0-20 scale, simply by adding 10 to the score.<br /> #&amp;nbsp;'''&lt;u&gt;PolityDurable:&lt;/u&gt;'''&amp;nbsp;This is the regime durability measure, and it is the number of years since a regime change, with negative values that indicate transitional periods (these negative numbers should be removed when importing into IFs).<br /> #'''&lt;u&gt;PolityExecConstrain:&lt;/u&gt;'''&amp;nbsp;This is a categorical variable measuring the constraints on executive power. It is a scale from 1-7, with negative values indicating transitional periods (these negative numbers whould be removed when importing into IFs).&amp;nbsp;<br /> #'''&lt;u&gt;PolityExecRecruitOpen:&lt;/u&gt;'''&amp;nbsp;This is a categorical variable measuring the openness of executive recruitment. It is a scale from 1-4, with negative numbers indicating transitional periods (these negative numbers should be removed when importing into IFs).&amp;nbsp;<br /> #'''&lt;u&gt;PolityExecRecruitComp:&lt;/u&gt;'''&amp;nbsp;This is a categorical variable measuring how competitive executive recruitment is in a country. It is a scale from 1-3,&amp;nbsp;with negative numbers indicating transitional periods (these negative numbers should be removed when importing into IFs).&amp;nbsp;<br /> #'''&lt;u&gt;PolityExecRecruitRegu:&lt;/u&gt;'''&amp;nbsp;This is a categorical variable measuring the regulation of executive recruitment in a country. It is a scale from 1-3,&amp;nbsp;with negative numbers indicating transitional periods (these negative numbers should be removed when importing into IFs).&amp;nbsp;<br /> #'''&lt;u&gt;PolityParticCompet:&lt;/u&gt;'''&amp;nbsp;This is a categorical variable measuring the competitiveness of political participation. It is a scale from 0-5,&amp;nbsp;with negative numbers indicating transitional periods (these negative numbers should be removed when importing into IFs).&amp;nbsp;<br /> #'''&lt;u&gt;PolityParticRegulate:&lt;/u&gt;'''&amp;nbsp;This is a categorical variable measuring the regulation of political participation in a country. It is a scale from 1-5,&amp;nbsp;with negative numbers indicating transitional periods (these negative numbers should be removed when importing into IFs).&amp;nbsp;<br /> #'''&lt;u&gt;PolityPartialAutocCat:&lt;/u&gt;'''<br /> #'''&lt;u&gt;PolityPartialAutocCat2:&lt;/u&gt;'''<br /> #'''&lt;u&gt;PolityPartialDemocCat:&lt;/u&gt;'''<br /> #'''&lt;u&gt;PolityPartialDemocCat2:&lt;/u&gt;'''<br /> <br /> '''&lt;u&gt;Country Translation:&lt;/u&gt;'''&amp;nbsp;Use the Polity Countries list<br /> <br /> '''&lt;u&gt;Issues in the Data and Their Solutions&lt;/u&gt;'''<br /> <br /> #'''&lt;u&gt;Historical Data:&lt;/u&gt;'''&amp;nbsp;There is historical data for Yugoslavia, Serbia and Montenegro,&amp;nbsp;the USSR, Korea, and Czechoslovakia. These countries map to their modern counterparts, Serbia, Russia, South Korea, and the Czech Republic, respectively. The historical data for countries that were split into north and south and then unified does not map to any IFs countries.&amp;nbsp;&amp;nbsp;<br /> #'''&lt;u&gt;Country Concordance:&lt;/u&gt;'''&amp;nbsp;The Polity IV data has multiple three letter codes for the same countries, and the concordance table needs to be adjusted to account for that. Czech Republic maps to both CZR and CZE. Ethiopia maps to both ETH and ETI. Russian Federation maps to both RUS and USR. Sudan maps to both SUD and SDN. Serbia maps to SER,&amp;nbsp;YUG, and YGS, Pakistan maps to both PAK and PKS, Korea maps to KOR and ROK.<br /> #&lt;u&gt;'''Issues with pre-processor-&amp;nbsp;'''&lt;/u&gt;For Autocracy and Democracy, Ifs does not use any data for the year 2013 when building the forecasts for the polity score. This, in spite of rebuilding the Base and Historical Base after the data update.&amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=PovcalNet_Online_Poverty_Analysis_Tool&diff=4843 2017-06-20T19:04:29Z

<p>HoldenFitzgerald: </p> <hr /> <div>'''World Bank: PovcalNet Online Poverty Analysis Tool'''<br /> <br /> ''PovcalNet'' is an interactive computational tool that allows you to replicate the calculations made by the World Bank's researchers in estimating the extent of absolute poverty in the world, including the $1 a day poverty measures, as published in the background papers by Chen and Ravallion and in the [http://web.worldbank.org/WBSITE/EXTERNAL/DATASTATISTICS/0,,contentMDK:21298138~pagePK:64133150~piPK:64133175~theSitePK:239419,00.html ''2007 World Development Indicators''].&amp;nbsp; See [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp].<br /> <br /> {| border=&quot;1&quot; bgcolor=&quot;#ffffff&quot; cellspacing=&quot;0&quot;<br /> |+ &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;'''DataDict 720'''&lt;/font&gt;<br /> |-<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Table&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Group&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Definition&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Source&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Last IFs Update&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;UsedInPreprocessor&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Years&lt;/font&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGiniPovCalRur&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2006/07&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGiniPovCalTot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2006/07&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGiniPovCalTotExt&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal) total, extended table&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGiniPovCalUrb&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2006/07&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow10D%Povcal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of population below poverty line of $10 per day PPP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1D%PovcalRur&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of population living on less than $1 per day, rural&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2007/09&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1D%PovcalTot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of population living on less than $1 per day, total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2006/07&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1D%PovCalTotExt&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of population living on less than $1 per day, total extended/filled&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1D%PovcalUrb&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of population living on less than $1 per day, urban&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2007/09&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1D25c%Blend&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $1.25 per day PPP (2005); blend of Povcalnet and WDI sources&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovcalNet and WDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1D25c%Povcal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percentage of population living on under $1.25 a day; from PovcalNet&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovcalNet&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%Blend&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP (2005); blend of Povcalnet and WDI sources&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovcalNet and WDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%Povcal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percentage of population living on under $2 a day; from PovcalNet&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovcalNet&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovGap$10perDayPovcal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap at $10 per day (PPP), percent&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovGap$1PovCalRur&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap relative to income of $1 per day, rural&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2006/06&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovGap$1PovCalTot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap relative to income of $1 per day, total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2006/06&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovGap$1PovCalTotExt&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap relative to income of $1 per day, total, extended table&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/20&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovGap$1PovCalUrb&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap relative to income of $1 per day, urban&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PovCalNet, World Bank available at [http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp http://iresearch.worldbank.org/PovcalNet/jsp/index.jsp] and Ifs database&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2006/06&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |}<br /> <br /> <br /> <br /> == Instructions on Pulling PovCalNet ==<br /> <br /> #Access PovCalNet at:&amp;nbsp;http://iresearch.worldbank.org/PovcalNet/povOnDemand.aspx<br /> #Select all countries to be imported. In the next page input the poverty line which you would like to find data for. Select all years to be displayed. Select flat table for the output option.&amp;nbsp;<br /> #Copy the table that is created and paste into an Excel file.&amp;nbsp;<br /> #Clean the data. Many years have odd formats with decimal places and following points, delete these. Any states that are concluded with Urban or Rural should be deleted.&amp;nbsp;<br /> #Import into IFs with a single import page. Select country, years, and the correct column with the data that is being imported. Either Poverty Gap (%), Headcount (%), or Gini (%).<br /> #For poverty gap and headcount data the above steps will have to be repeated in order to get correct data for varying poverty lines. Gini coefficient data can be collected from any of these data sets.&amp;nbsp;<br /> #Repeat steps until all data is acquired.&amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=World_Development_Indicators&diff=4588 2017-06-14T15:58:08Z

<p>HoldenFitzgerald: </p> <hr /> <div>There are 380&amp;nbsp;series pulled from the World Development Indicators (WDI) in 2017. 72&amp;nbsp;of these are used in the preprocessor.<br /> <br /> The most extensive and reliable source for socio-economic and development data is probably World Bank’s annually published World Development Indicators (WDI) database. The recent WDI, published in 2017, has approximately 1,500&amp;nbsp;indicators for 217&amp;nbsp;economies. Economies in WDI have been organized in 18 groups based on income, geography, and indebtedness criteria. Data in the WDI database are categorized in six major areas: overview, people, environment, economy, states and markets, and global links.<br /> <br /> The major advantage of the WDI database is that it has longer time series coverage, for example, most of the indicators cover data since 1960. The World Bank collects data for particular series from the organizations who are pioneers in those areas. For example, WDI compiles external account data, like export, import, current account, debt etc. from the International Monetary Fund (IMF), and population data from United Nations Population Division. Major data sources for WDI are World Bank national accounts data, OECD National Accounts, Food and Agriculture Organization, United Nations Educational, Scientific, and Cultural Organization, World Health Organization, International Labor Organization, International Telecommunication Union etc. WDI database are available in three formats- online ([https://publications.worldbank.org/subscriptions/WDI/ https://publications.worldbank.org/subscriptions/WDI/]), published report in hard copy and CDROM version.<br /> <br /> Some financial data series from the WDI database, used in IFs analysis, have been converted into billion US$ from current prices at US$ and some series related to population have been transformed into million figures. The IFs system also needed to calibrate some data series as percent of GDP in constructing social accounting matrices.<br /> <br /> <br /> <br /> = Series pulled from 2017&amp;nbsp;WDI Batch Pull =<br /> <br /> {| border=&quot;1&quot; bgcolor=&quot;#ffffff&quot; cellspacing=&quot;0&quot;<br /> |+ &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;'''DataDict 720'''&lt;/font&gt;<br /> |-<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Table&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Group&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Definition&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Source&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Last IFs Update&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;UsedInPreprocessor&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Years&lt;/font&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLandIr%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Environment, Infrastructure, Water&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Land use, irrigated land (% of cropland)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLabor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor force size&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborFemale%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portion of labor force made up by women&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecInd%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in industry as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHouseCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Household final consumption expenditure as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovMilPers%Labor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Military personnel as percent of labor force&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGini&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecSer%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in services as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxGoodSer%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on goods and services&amp;nbsp;% of revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddInd%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in industry as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesArmsImp%TotImp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Arms imports (SIPRI trend indicator values)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesOresMetsIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Ores and Metals imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxIncProCG%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on income, profits and capital gains&amp;nbsp;% total revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tax revenue&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxTrade%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on international trade (% of revenue)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCurRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Hydro&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from hydroelectric sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Nuc&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from nuclear sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopAsylumSeekers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflow of refugees in millions (country of asylum)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddMan%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in manufacturing as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDPCurDol&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gross Domestic Product in Current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopForeign%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Foreign population as&amp;nbsp;% of total population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTCommCompIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Communications, computer, etc. imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyRural%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, rural (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyUrban%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, urban (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflation&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflation of consumer prices, annual rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2011&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP (2005)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Coal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from coal sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxOther%CurRev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Other taxes as&amp;nbsp;% of total govt revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxProducts&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on products (net indirect taxes)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportHighTech%Man&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;High technology exports,&amp;nbsp;% of manufactured exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetCurTransfers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net current transfers with ROW (of residents, no repayment provisions), billion US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthMeaslesImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Immunization, measles (% of children ages 12-23 months)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReservesMthImports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total reserves in months of imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationWDIFilled&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods and services&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortInvExclLCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment excluding LCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtHl%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government, Health, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures as percent of GDP, public&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthBrthsAttnSkilledPersWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Births attended by skilled health staff (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthARITreatmentChil&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;ARI treatment (% of children under 5 taken to a health provider)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDiarrhORTChil%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpOutofPocket%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Out-of-pocket health expenditure (% of private expenditure paid out of pocket)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHIVRateFemAdults&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Female adults with HIV (% of population ages 15-49 with HIV)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHospBedsper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Hospital beds&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBDOTSDetect%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis case detection rate (%, all forms)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBTreatSuccess%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis treatment success rate (% of registered cases)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovExpend&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government final consumption expenditures (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismArrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of arrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWorkerRemitPaid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Worker remittances by country where paid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismDepartures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of departures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelecomRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telecommunications revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsOthers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows, others&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIMFNonCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net nonconcessional flows from IMF as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIMFCredit%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IMF credits as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncPayments%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income payments as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortBonds%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment in bonds (PPG and PNG) as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGasPricesWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLifExpectFemaleWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Life expectancy at birth, female&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLifExpectWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Life expectancy at birth&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXRealEffectExchRateInd&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Real effective exchange rate index (2000 = 100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortEquity%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment in equity as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpTotal%GDPWDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health Expenditure, Total (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyGap$2perDayWDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap at $2 per day (PPP), percent&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesWaterWithAgr%Fresh&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPri%TotalXDEBT&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt stocks, private nonguaranteed debt as&amp;nbsp;% of external debt&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsRDBCon&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXGoodSerBal%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External balance on goods and services (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXExchRateLCUtoDollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official exchange rate, local currency units per US dollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRec%GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, net,&amp;nbsp;% of GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInscFinIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Insurance and financial imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesR&amp;DResearchersperMillion&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;R&amp;D researchers (FTE) per million inhabitants&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportQuantityIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export quantum/quantity index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExtRes%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External resources for health as&amp;nbsp;% of total resources&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingMales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, Males (% of adults)&lt;br/&gt;ales (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesRailPassengerKM&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Transportation,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Rail passenger-kilometers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVAddTot95&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total value added at factor cost&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtEdPub%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Educational expenditures (public) as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovWBDoingBusinessCostofStarting&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Governance&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Cost of registring a business as a percent of per capita income&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationUrban%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Urban population as percent of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFertUseperHectare&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Fertilizer consumption (100 grams per hectare of arable land)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFoodEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural food exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgMachTracper100H&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural machinery, tractors per 100 hectares of arable land&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRecGrant%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, grants and other revenue, current LCU&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCBR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude birth rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCDR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude death rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnImportsNet%EnUse&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy imports (net) as a percentage of energy use&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpDiesel&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for diesel fuel (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpSuper&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Gas&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from natural gas sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIDA&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science and technology articles published&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxExportDuties%Exp&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes (duties) on exports as&amp;nbsp;% of exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTravEx%Ser&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Transportation, Trade&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Travel exports as&amp;nbsp;% of service exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTravIm%Ser&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Transportation, Trade&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Travel imports as&amp;nbsp;% of service imports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddFoodBevTob%Man&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in food, beverages, and tobacco as&amp;nbsp;% of value added in manufactures&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXChngNetReserves&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Changes in net reserves&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurActBal&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current account balance&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurRevExcGr%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current revenue excluding grants (% of GDP)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurTransferRec&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current transfers with ROW, receipts (of residents, no repayment provisions), billion US$&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt%Exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Present value of debt as percentage of exports of goods, services&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt as percentage of gross domestic product&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFDINetFlows&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Foreign direct investment, net inflows&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIBRD&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IBRD&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2&lt;/font&gt;017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIBRDIDA&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IBRD loans and IDA credits&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIMFCon&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2&lt;/font&gt;017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSocialContr%Rev&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government total social conbtributions as percent of revenue&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtLongTerm&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Long-term debt (DOD, current US$) (bill)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPG&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServ%Exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total debt service as percentage of exports of goods and services&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddAg%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in agriculture as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncReceipts%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income receipts as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborAgr%TotMale&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Employees, agriculture, males as&amp;nbsp;% of male employment&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLiteracyAdultTotal%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Knowledge, Education&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Literacy rate, percent of adults (15 or older)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurActBal%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current account balance (% of GDP)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public, publically guaranteed and priv nonguaranteed&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIBRD%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IBRD as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWBLoans%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IBRD loans and IDA credits as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationCPIBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Consumer Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationWholesaleBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Wholesale Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |}<br /> <br /> = Discontinued WDI Series =<br /> <br /> Since beginning to pull WDI data, there have been a number of series which have been discontinued in terms of collection by the WDI. We continue to keep this outdated data in IFs&amp;nbsp;until proper replacements are found. Those data are:<br /> <br /> '''Non-Preprocessor Series:'''<br /> <br /> SeriesEmissionsOrgWatperWorkerDay<br /> <br /> SeriesEnConElecWDIkwh<br /> <br /> SeriesGovBudgeBal%GDP<br /> <br /> SeriesICTDailyNewspapers<br /> <br /> SeriesICTExpendperCap<br /> <br /> SeriesICTInternetUsersper1000WDI<br /> <br /> SeriesICTInternetUsersWDI<br /> <br /> SeriesICTTelephoneLinesCellsper100<br /> <br /> SeriesLaborParRateFemale%<br /> <br /> SeriesLaborParRateMale%<br /> <br /> SeriesLaborParRateTotal%<br /> <br /> SeriesRoadDensity<br /> <br /> SeriesRoadsPassengerKM<br /> <br /> SeriesRoadsGoodsTrans<br /> <br /> SeriesRoadsTotalNetworkClean<br /> <br /> SeriesRoadsTotalNetworkOld<br /> <br /> SeriesRoadsTotalNetworkWDI2010<br /> <br /> SeriesTransCarsper1000<br /> <br /> SeriesVehiclesperKilom<br /> <br /> SeriesXFDIOutflows%GDPOld<br /> <br /> SeriesXGrossPrivCapFlows%GDP<br /> <br /> SeriesXPortEquity<br /> <br /> '''Preprocessor Series:'''<br /> <br /> SeriesEnConElec<br /> <br /> SeriesEnConTotalWDI<br /> <br /> SeriesEnElecShrEnDem<br /> <br /> SeriesEnProdElec<br /> <br /> SeriesEnvPM10<br /> <br /> SeriesICTExpend%GDP<br /> <br /> SeriesICTInternet%Pop<br /> <br /> SeriesRoadsPaved%<br /> <br /> SeriesRoadsTotalNetwork<br /> <br /> SeriesVehiclesper1000<br /> <br /> = Instructions on pulling WDI data =<br /> <br /> '''​Steps for pulling WDI Batch Data'''<br /> <br /> #Access the World Development Indicators through the world bank at:&amp;nbsp;[http://data.worldbank.org/data-catalog/world-development-indicators http://data.worldbank.org/data-catalog/world-development-indicators]<br /> #Use batch import tool to import the WDI data. Import as user sees best fit (it's a good idea to start with a preprocessor import, a lot fewer series that generally allow user to see where errors might lie without combing through 400 series). Choose the World Bank Countries concordance table.<br /> #During 2017 import issues arose around North Korea. In order to fix this the country name in World Bank Countries Concordance table was changed to &quot;Korea, Dem. Rep.&quot; and was also changed to this in the WDI excel file. Will need to repeat this step in order to ensure data is imported.&amp;nbsp;<br /> #Begin prevetting process. Blend data points for missing years and missing country data. Can generally expect that data will differ slightly from current consiering that WDI regularly updates old data points.<br /> #Once all noticeable errors are fixed send to vetter for more intensive search of data for errors.&amp;nbsp;<br /> <br /> '''Eelectricity Access data'''<br /> <br /> '''&lt;u&gt;Introduction-&lt;/u&gt;'''<br /> <br /> This section explains the methodology that is to be followed when importing Electricity Access data into Ifs. It also describes certain problems that a user might face in interpreting, understanding the data.<br /> <br /> &lt;u&gt;'''Representation of Electricity access data in IFs'''&lt;/u&gt;<br /> <br /> Electricity access data in Ifs is broken down into electricity access for Urban areas and Electricity access for rural areas. It is represented as a percentage i.e. percentage of urban population with electricity access and percentage of rural population with electricity access. This data is used in the following computations in Ifs,<br /> <br /> #&amp;nbsp;Desired level of electricity access<br /> #&amp;nbsp;Electricity use as a&amp;nbsp;% of total energy use<br /> #&amp;nbsp;% of population that relies on solid fuels as the primary source of domestic energy&amp;nbsp;<br /> <br /> This data is affected by the following drivers in IFs,<br /> <br /> #The household size<br /> #Population size<br /> #Breakdown of population (Urban, Rural)<br /> #Government effectiveness<br /> <br /> Below is a simple diagrammatic representation of Electricity Access in Ifs,<br /> <br /> <br /> <br /> [[File:Untitled Diagram (6).png|frame|center|upright|Untitled Diagram (6).png]]&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;&amp;nbsp;''Source: International Futures 7.22''<br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> '''&lt;u&gt;Source for data&lt;/u&gt;'''- Electricity Access data is available from a variety of sources. The two main sources of data for the same are,<br /> <br /> #WDI- the World Bank publishes data for electricity access data for 186 countries. A bifurcation is available between Rural Electrification and Urban Electrification. The data is available at &amp;nbsp;[http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS]<br /> #IEA- the International Energy Agency publishes this data as well, but only for developing countries. This data is published as a part of the world energy outlook. The data is available at [http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/ http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/] &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Series to be updated&lt;/u&gt;'''<br /> <br /> #National Electricity Access - SeriesEnElecAccess%National<br /> #Rural Electricity Access- SeriesEnElecAccess%Rural<br /> #Urban Electricity Access- SeriesEnElecAccess%Urban<br /> <br /> '''&lt;u&gt;Comparison of WDI and IEA data&lt;/u&gt;'''<br /> <br /> &amp;nbsp; When the WDI and IEA data were compared, in order to verify whether the datasets could be blended, we found that the year on year data was too dissimilar to blend. For Example, for some countries the 2013 value from IEA was lower than the 2012 value from WDI. (This is not logical, since electrification rates cannot go down). Also, for some other countries the 2013 IEA value was abnormally high considering the historical growth rates of electrification for the country or region in question. Blending these datasets would create transients in the IFs forecasts for future years. '''Hence, it is recommended that the user only use the WDI data when updating this series.'''<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Country List to be used&lt;/u&gt; – '''World Bank countries<br /> <br /> = &amp;nbsp; =</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=World_Development_Indicators&diff=4580 2017-06-14T15:02:03Z

<p>HoldenFitzgerald: </p> <hr /> <div>There are 380&amp;nbsp;series pulled from the World Development Indicators (WDI) in 2017. 72&amp;nbsp;of these are used in the preprocesr.<br /> <br /> The most extensive and reliable source for socio-economic and development data is probably World Bank’s annually published World Development Indicators (WDI) database. The recent WDI, published in 2017, has approximately 1,500&amp;nbsp;indicators for 217&amp;nbsp;economies. Economies in WDI have been organized in 18 groups based on income, geography, and indebtedness criteria. Data in the WDI database are categorized in six major areas: overview, people, environment, economy, states and markets, and global links.<br /> <br /> The major advantage of the WDI database is that it has longer time series coverage, for example, most of the indicators cover data since 1960. The World Bank collects data for particular series from the organizations who are pioneers in those areas. For example, WDI compiles external account data, like export, import, current account, debt etc. from the International Monetary Fund (IMF), and population data from United Nations Population Division. Major data sources for WDI are World Bank national accounts data, OECD National Accounts, Food and Agriculture Organization, United Nations Educational, Scientific, and Cultural Organization, World Health Organization, International Labor Organization, International Telecommunication Union etc. WDI database are available in three formats- online ([https://publications.worldbank.org/subscriptions/WDI/ https://publications.worldbank.org/subscriptions/WDI/]), published report in hard copy and CDROM version.<br /> <br /> Some financial data series from the WDI database, used in IFs analysis, have been converted into billion US$ from current prices at US$ and some series related to population have been transformed into million figures. The IFs system also needed to calibrate some data series as percent of GDP in constructing social accounting matrices.<br /> <br /> <br /> <br /> = Series pulled from 2017&amp;nbsp;WDI Batch Pull =<br /> <br /> {| border=&quot;1&quot; bgcolor=&quot;#ffffff&quot; cellspacing=&quot;0&quot;<br /> |+ &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;'''DataDict 720'''&lt;/font&gt;<br /> |-<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Table&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Group&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Definition&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Source&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Last IFs Update&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;UsedInPreprocessor&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Years&lt;/font&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLandIr%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Environment, Infrastructure, Water&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Land use, irrigated land (% of cropland)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLabor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor force size&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborFemale%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portion of labor force made up by women&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecInd%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in industry as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHouseCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Household final consumption expenditure as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovMilPers%Labor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Military personnel as percent of labor force&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGini&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecSer%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in services as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxGoodSer%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on goods and services&amp;nbsp;% of revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddInd%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in industry as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesArmsImp%TotImp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Arms imports (SIPRI trend indicator values)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesOresMetsIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tax revenue&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxTrade%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on international trade (% of revenue)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCurRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Hydro&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from hydroelectric sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Nuc&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from nuclear sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopAsylumSeekers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflow of refugees in millions (country of asylum)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddMan%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in manufacturing as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDPCurDol&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gross Domestic Product in Current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopForeign%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Foreign population as&amp;nbsp;% of total population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTCommCompIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Communications, computer, etc. imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyRural%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, rural (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyUrban%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, urban (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflation&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflation of consumer prices, annual rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2011&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP (2005)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Coal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from coal sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxOther%CurRev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Other taxes as&amp;nbsp;% of total govt revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxProducts&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on products (net indirect taxes)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportHighTech%Man&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;High technology exports,&amp;nbsp;% of manufactured exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPGTDS&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthMeaslesImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Immunization, measles (% of children ages 12-23 months)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReservesMthImports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total reserves in months of imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationWDIFilled&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods and services&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortInvExclLCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment excluding LCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtHl%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government, Health, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures as percent of GDP, public&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthBrthsAttnSkilledPersWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Births attended by skilled health staff (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthARITreatmentChil&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;ARI treatment (% of children under 5 taken to a health provider)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDiarrhORTChil%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpOutofPocket%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Out-of-pocket health expenditure (% of private expenditure paid out of pocket)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHIVRateFemAdults&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Female adults with HIV (% of population ages 15-49 with HIV)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHospBedsper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Hospital beds&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBDOTSDetect%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis case detection rate (%, all forms)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBTreatSuccess%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis treatment success rate (% of registered cases)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovExpend&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government final consumption expenditures (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismArrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of arrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWorkerRemitPaid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Worker remittances by country where paid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismDepartures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of departures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelecomRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telecommunications revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsOthers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows, others&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIMFNonCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net nonconcessional flows from IMF as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIMFCredit%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IMF credits as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncPayments%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income payments as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortBonds%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment in bonds (PPG and PNG) as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGasPricesWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLifExpectFemaleWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportGoodSer%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods and services as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXGoodSerBal%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External balance on goods and services (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovEmplComp%Exp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Compensation of employees,&amp;nbsp;% total expenses&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxSocSec%CurRevNew&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXExchRateLCUtoDollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official exchange rate, local currency units per US dollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRec%GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, net,&amp;nbsp;% of GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInscFinIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Insurance and financial imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesR&amp;DResearchersperMillion&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;R&amp;D researchers (FTE) per million inhabitants&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportQuantityIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export quantum/quantity index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExtRes%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External resources for health as&amp;nbsp;% of total resources&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingMales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, Males (% of adults)&lt;br/&gt;ales (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesRailPassengerKM&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Transportation,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Rail passenger-kilometers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVAddTot95&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total value added at factor cost&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtEdPub%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Educational expenditures (public) as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovWBDoingBusinessCostofStarting&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Governance&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Cost of registring a business as a percent of per capita income&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationUrban%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Urban population as percent of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFertUseperHectare&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Fertilizer consumption (100 grams per hectare of arable land)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFoodEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural food exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgMachTracper100H&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural machinery, tractors per 100 hectares of arable land&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRecGrant%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, grants and other revenue, current LCU&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCBR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude birth rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCDR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude death rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnImportsNet%EnUse&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy imports (net) as a percentage of energy use&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpDiesel&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for diesel fuel (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpSuper&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2&lt;/font&gt;017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSocialContr%Rev&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government total social conbtributions as percent of revenue&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesMalnChil%WeightWB&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Agriculture&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percentage of children under 5 malnourished based on weight; US benchmark&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtLongTerm&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Long-term debt (DOD, current US$) (bill)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPG&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServ%Exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total debt service as percentage of exports of goods and services&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServ%GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total debt service as&amp;nbsp;% of GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddAg%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in agriculture as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncReceipts%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income receipts as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborAgr%TotMale&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Employees, agriculture, males as&amp;nbsp;% of male employment&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLiteracyAdultTotal%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Knowledge, Education&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Literacy rate, percent of adults (15 or older)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurActBal%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current account balance (% of GDP)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public, publically guaranteed and priv nonguaranteed&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIBRD%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IBRD as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWBLoans%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IBRD loans and IDA credits as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationCPIBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Consumer Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationWholesaleBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Wholesale Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |}<br /> <br /> = Discontinued WDI Series =<br /> <br /> Since beginning to pull WDI data, there have been a number of series which have been discontinued in terms of collection by the WDI. We continue to keep this outdated data in IFs&amp;nbsp;until proper replacements are found. Those data are:<br /> <br /> '''Non-Preprocessor Series:'''<br /> <br /> SeriesEmissionsOrgWatperWorkerDay<br /> <br /> SeriesEnConElecWDIkwh<br /> <br /> SeriesGovBudgeBal%GDP<br /> <br /> SeriesICTDailyNewspapers<br /> <br /> SeriesICTExpendperCap<br /> <br /> SeriesICTInternetUsersper1000WDI<br /> <br /> SeriesICTInternetUsersWDI<br /> <br /> SeriesICTTelephoneLinesCellsper100<br /> <br /> SeriesLaborParRateFemale%<br /> <br /> SeriesLaborParRateMale%<br /> <br /> SeriesLaborParRateTotal%<br /> <br /> SeriesRoadDensity<br /> <br /> SeriesRoadsPassengerKM<br /> <br /> SeriesRoadsGoodsTrans<br /> <br /> SeriesRoadsTotalNetworkClean<br /> <br /> SeriesRoadsTotalNetworkOld<br /> <br /> SeriesRoadsTotalNetworkWDI2010<br /> <br /> SeriesTransCarsper1000<br /> <br /> SeriesVehiclesperKilom<br /> <br /> SeriesXFDIOutflows%GDPOld<br /> <br /> SeriesXGrossPrivCapFlows%GDP<br /> <br /> SeriesXPortEquity<br /> <br /> '''Preprocessor Series:'''<br /> <br /> SeriesEnConElec<br /> <br /> SeriesEnConTotalWDI<br /> <br /> SeriesEnElecShrEnDem<br /> <br /> SeriesEnProdElec<br /> <br /> SeriesEnvPM10<br /> <br /> SeriesICTExpend%GDP<br /> <br /> SeriesICTInternet%Pop<br /> <br /> SeriesRoadsPaved%<br /> <br /> SeriesRoadsTotalNetwork<br /> <br /> SeriesVehiclesper1000<br /> <br /> = Instructions on pulling WDI data =<br /> <br /> '''​Steps for pulling WDI Batch Data'''<br /> <br /> #Access the World Development Indicators through the world bank at:&amp;nbsp;http://data.worldbank.org/data-catalog/world-development-indicators<br /> #Use batch import tool to import the WDI data. Import as user sees best fit (it's a good idea to start with a preprocessor import, a lot fewer series that generally allow user to see where errors might lie without combing through 400 series). Choose the World Bank Countries concordance table.<br /> #During 2017 import issues arose around North Korea. In order to fix this the country name in World Bank Countries Concordance table was changed to &quot;Korea, Dem. Rep.&quot; and was also changed to this in the WDI excel file. Will need to repeat this step in order to ensure data is imported.&amp;nbsp;<br /> #Begin prevetting process. Blend data points for missing years and missing country data. Can generally expect that data will differ slightly from current consiering that WDI regularly updates old data points.<br /> #Once all noticeable errors are fixed send to vetter for more intensive search of data for errors.&amp;nbsp;<br /> <br /> '''Eelectricity Access data'''<br /> <br /> '''&lt;u&gt;Introduction-&lt;/u&gt;'''<br /> <br /> This section explains the methodology that is to be followed when importing Electricity Access data into Ifs. It also describes certain problems that a user might face in interpreting, understanding the data.<br /> <br /> &lt;u&gt;'''Representation of Electricity access data in IFs'''&lt;/u&gt;<br /> <br /> Electricity access data in Ifs is broken down into electricity access for Urban areas and Electricity access for rural areas. It is represented as a percentage i.e. percentage of urban population with electricity access and percentage of rural population with electricity access. This data is used in the following computations in Ifs,<br /> <br /> #&amp;nbsp;Desired level of electricity access<br /> #&amp;nbsp;Electricity use as a&amp;nbsp;% of total energy use<br /> #&amp;nbsp;% of population that relies on solid fuels as the primary source of domestic energy&amp;nbsp;<br /> <br /> This data is affected by the following drivers in IFs,<br /> <br /> #The household size<br /> #Population size<br /> #Breakdown of population (Urban, Rural)<br /> #Government effectiveness<br /> <br /> Below is a simple diagrammatic representation of Electricity Access in Ifs,<br /> <br /> <br /> <br /> [[File:Untitled Diagram (6).png|frame|center|upright|Untitled Diagram (6).png]]&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;&amp;nbsp;''Source: International Futures 7.22''<br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> '''&lt;u&gt;Source for data&lt;/u&gt;'''- Electricity Access data is available from a variety of sources. The two main sources of data for the same are,<br /> <br /> #WDI- the World Bank publishes data for electricity access data for 186 countries. A bifurcation is available between Rural Electrification and Urban Electrification. The data is available at &amp;nbsp;[http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS]<br /> #IEA- the International Energy Agency publishes this data as well, but only for developing countries. This data is published as a part of the world energy outlook. The data is available at [http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/ http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/] &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Series to be updated&lt;/u&gt;'''<br /> <br /> #National Electricity Access - SeriesEnElecAccess%National<br /> #Rural Electricity Access- SeriesEnElecAccess%Rural<br /> #Urban Electricity Access- SeriesEnElecAccess%Urban<br /> <br /> '''&lt;u&gt;Comparison of WDI and IEA data&lt;/u&gt;'''<br /> <br /> &amp;nbsp; When the WDI and IEA data were compared, in order to verify whether the datasets could be blended, we found that the year on year data was too dissimilar to blend. For Example, for some countries the 2013 value from IEA was lower than the 2012 value from WDI. (This is not logical, since electrification rates cannot go down). Also, for some other countries the 2013 IEA value was abnormally high considering the historical growth rates of electrification for the country or region in question. Blending these datasets would create transients in the IFs forecasts for future years. '''Hence, it is recommended that the user only use the WDI data when updating this series.'''<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Country List to be used&lt;/u&gt; – '''World Bank countries<br /> <br /> = &amp;nbsp; =</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=World_Development_Indicators&diff=4571 2017-06-13T22:48:05Z

<p>HoldenFitzgerald: </p> <hr /> <div>There are 380&amp;nbsp;series pulled from the World Development Indicators (WDI) in 2017. 72&amp;nbsp;of these are used in the preprocesr.<br /> <br /> The most extensive and reliable source for socio-economic and development data is probably World Bank’s annually published World Development Indicators (WDI) database. The recent WDI, published in 2017, has approximately 1,500&amp;nbsp;indicators for 217&amp;nbsp;economies. Economies in WDI have been organized in 18 groups based on income, geography, and indebtedness criteria. Data in the WDI database are categorized in six major areas: overview, people, environment, economy, states and markets, and global links.<br /> <br /> The major advantage of the WDI database is that it has longer time series coverage, for example, most of the indicators cover data since 1960. The World Bank collects data for particular series from the organizations who are pioneers in those areas. For example, WDI compiles external account data, like export, import, current account, debt etc. from the International Monetary Fund (IMF), and population data from United Nations Population Division. Major data sources for WDI are World Bank national accounts data, OECD National Accounts, Food and Agriculture Organization, United Nations Educational, Scientific, and Cultural Organization, World Health Organization, International Labor Organization, International Telecommunication Union etc. WDI database are available in three formats- online ([https://publications.worldbank.org/subscriptions/WDI/ https://publications.worldbank.org/subscriptions/WDI/]), published report in hard copy and CDROM version.<br /> <br /> Some financial data series from the WDI database, used in IFs analysis, have been converted into billion US$ from current prices at US$ and some series related to population have been transformed into million figures. The IFs system also needed to calibrate some data series as percent of GDP in constructing social accounting matrices.<br /> <br /> <br /> <br /> = Series pulled from 2017&amp;nbsp;WDI Batch Pull =<br /> <br /> {| border=&quot;1&quot; bgcolor=&quot;#ffffff&quot; cellspacing=&quot;0&quot;<br /> |+ &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;'''DataDict 720'''&lt;/font&gt;<br /> |-<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Table&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Group&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Definition&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Source&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Last IFs Update&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;UsedInPreprocessor&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Years&lt;/font&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLandIr%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Environment, Infrastructure, Water&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Land use, irrigated land (% of cropland)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLabor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor force size&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborFemale%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portion of labor force made up by women&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecInd%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in industry as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHouseCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Household final consumption expenditure as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovMilPers%Labor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Military personnel as percent of labor force&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGini&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecSer%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in services as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxGoodSer%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on goods and services&amp;nbsp;% of revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddInd%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in industry as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesArmsImp%TotImp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Arms imports (SIPRI trend indicator values)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesOresMetsIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tax revenue&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxTrade%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on international trade (% of revenue)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCurRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current government revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtDebt%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Central government debt as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Hydro&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from hydroelectric sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Nuc&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from nuclear sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopAsylumSeekers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflow of refugees in millions (country of asylum)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddMan%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in manufacturing as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDPCurDol&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gross Domestic Product in Current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopForeign%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Foreign population as&amp;nbsp;% of total population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTCommCompIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Communications, computer, etc. imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyRural%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, rural (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyUrban%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, urban (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflation&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflation of consumer prices, annual rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2011&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP (2005)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Coal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from coal sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxOther%CurRev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Other taxes as&amp;nbsp;% of total govt revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxProducts&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on products (net indirect taxes)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportHighTech%Man&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;High technology exports,&amp;nbsp;% of manufactured exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetCurTransfers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net current transfers with ROW (of residents, no repayment provisions), billion US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetIncFrmAbr&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net income from abroad, billion current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods and services (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSubTrans%CurExp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government subsidies and transfers as&amp;nbsp;% of current expenditures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportsGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods and services (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingFemales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, females (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInterestRatesReal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Real interest rates (as measured by GDP deflator)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPGTDS&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPNG%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt, private non-guaranteed, as percentage of gross domestic product&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPG%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthMeaslesImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Immunization, measles (% of children ages 12-23 months)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReservesMthImports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total reserves in months of imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationWDIFilled&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDPTImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Children 12-23 months immunized DPT&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpperCap&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures per capita&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthPhysiciansper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Physicians per 1000 population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelephoneMobileper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telephones, mobile per 1000 population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsGoodsServicesIncome&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods, services, and primary income (BoP, current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportValueIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export value index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsMerchandise&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods and services&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortInvExclLCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment excluding LCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtHl%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government, Health, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures as percent of GDP, public&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthBrthsAttnSkilledPersWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Births attended by skilled health staff (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthARITreatmentChil&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;ARI treatment (% of children under 5 taken to a health provider)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDiarrhORTChil%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpOutofPocket%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Out-of-pocket health expenditure (% of private expenditure paid out of pocket)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHIVRateFemAdults&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Female adults with HIV (% of population ages 15-49 with HIV)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHospBedsper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Hospital beds&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBDOTSDetect%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis case detection rate (%, all forms)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBTreatSuccess%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis treatment success rate (% of registered cases)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovExpend&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government final consumption expenditures (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismArrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of arrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWorkerRemitPaid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Worker remittances by country where paid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismDepartures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of departures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelecomRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telecommunications revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsOthers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows, others&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIMFNonCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net nonconcessional flows from IMF as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIMFCredit%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IMF credits as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncPayments%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income payments as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortBonds%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment in bonds (PPG and PNG) as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGasPricesWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLifExpectFemaleWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportGoodSer%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods and services as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXGoodSerBal%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External balance on goods and services (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovEmplComp%Exp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Compensation of employees,&amp;nbsp;% total expenses&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxSocSec%CurRevNew&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXExchRateLCUtoDollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official exchange rate, local currency units per US dollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRec%GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, net,&amp;nbsp;% of GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInscFinIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Insurance and financial imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesR&amp;DResearchersperMillion&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;R&amp;D researchers (FTE) per million inhabitants&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportQuantityIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export quantum/quantity index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExtRes%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External resources for health as&amp;nbsp;% of total resources&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingMales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, Males (% of adults)&lt;br/&gt;ales (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesRailPassengerKM&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Transportation,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Rail passenger-kilometers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVAddTot95&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total value added at factor cost&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtEdPub%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Educational expenditures (public) as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovWBDoingBusinessCostofStarting&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Governance&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Cost of registring a business as a percent of per capita income&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationUrban%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Urban population as percent of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFertUseperHectare&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Fertilizer consumption (100 grams per hectare of arable land)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFoodEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural food exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgMachTracper100H&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural machinery, tractors per 100 hectares of arable land&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRecGrant%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, grants and other revenue, current LCU&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCBR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude birth rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCDR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude death rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnImportsNet%EnUse&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy imports (net) as a percentage of energy use&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpDiesel&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for diesel fuel (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpSuper&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2&lt;/font&gt;017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSocialContr%Rev&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government total social conbtributions as percent of revenue&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesMalnChil%WeightWB&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Agriculture&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percentage of children under 5 malnourished based on weight; US benchmark&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtLongTerm&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Long-term debt (DOD, current US$) (bill)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPG&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServ%Exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total debt service as percentage of exports of goods and services&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServ%GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total debt service as&amp;nbsp;% of GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddAg%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in agriculture as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncReceipts%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income receipts as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborAgr%TotMale&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Employees, agriculture, males as&amp;nbsp;% of male employment&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLiteracyAdultTotal%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Knowledge, Education&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Literacy rate, percent of adults (15 or older)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurActBal%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current account balance (% of GDP)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public, publically guaranteed and priv nonguaranteed&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIBRD%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IBRD as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWBLoans%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IBRD loans and IDA credits as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationCPIBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Consumer Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationWholesaleBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Wholesale Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |}<br /> <br /> = Discontinued WDI Series =<br /> <br /> Since beginning to pull WDI data, there have been a number of series which have been discontinued in terms of collection by the WDI. We continue to keep this outdated data in IFs&amp;nbsp;until proper replacements are found. Those data are:<br /> <br /> '''Non-Preprocessor Series:'''<br /> <br /> SeriesEmissionsOrgWatperWorkerDay<br /> <br /> SeriesEnConElecWDIkwh<br /> <br /> SeriesGovBudgeBal%GDP<br /> <br /> SeriesICTDailyNewspapers<br /> <br /> SeriesICTExpendperCap<br /> <br /> SeriesICTInternetUsersper1000WDI<br /> <br /> SeriesICTInternetUsersWDI<br /> <br /> SeriesICTTelephoneLinesCellsper100<br /> <br /> SeriesLaborParRateFemale%<br /> <br /> SeriesLaborParRateMale%<br /> <br /> SeriesLaborParRateTotal%<br /> <br /> SeriesRoadDensity<br /> <br /> SeriesRoadsPassengerKM<br /> <br /> SeriesRoadsGoodsTrans<br /> <br /> SeriesRoadsTotalNetworkClean<br /> <br /> SeriesRoadsTotalNetworkOld<br /> <br /> SeriesRoadsTotalNetworkWDI2010<br /> <br /> SeriesTransCarsper1000<br /> <br /> SeriesVehiclesperKilom<br /> <br /> SeriesXFDIOutflows%GDPOld<br /> <br /> SeriesXGrossPrivCapFlows%GDP<br /> <br /> SeriesXPortEquity<br /> <br /> '''Preprocessor Series:'''<br /> <br /> SeriesEnConElec<br /> <br /> SeriesEnConTotalWDI<br /> <br /> SeriesEnElecShrEnDem<br /> <br /> SeriesEnProdElec<br /> <br /> SeriesEnvPM10<br /> <br /> SeriesICTExpend%GDP<br /> <br /> SeriesICTInternet%Pop<br /> <br /> SeriesRoadsPaved%<br /> <br /> SeriesRoadsTotalNetwork<br /> <br /> SeriesVehiclesper1000<br /> <br /> = Instructions on pulling WDI data =<br /> <br /> '''Eelectricity Access data'''<br /> <br /> '''&lt;u&gt;Introduction-&lt;/u&gt;'''<br /> <br /> This section explains the methodology that is to be followed when importing Electricity Access data into Ifs. It also describes certain problems that a user might face in interpreting, understanding the data.<br /> <br /> &lt;u&gt;'''Representation of Electricity access data in IFs'''&lt;/u&gt;<br /> <br /> Electricity access data in Ifs is broken down into electricity access for Urban areas and Electricity access for rural areas. It is represented as a percentage i.e. percentage of urban population with electricity access and percentage of rural population with electricity access. This data is used in the following computations in Ifs,<br /> <br /> #&amp;nbsp;Desired level of electricity access<br /> #&amp;nbsp;Electricity use as a&amp;nbsp;% of total energy use<br /> #&amp;nbsp;% of population that relies on solid fuels as the primary source of domestic energy&amp;nbsp;<br /> <br /> This data is affected by the following drivers in IFs,<br /> <br /> #The household size<br /> #Population size<br /> #Breakdown of population (Urban, Rural)<br /> #Government effectiveness<br /> <br /> Below is a simple diagrammatic representation of Electricity Access in Ifs,<br /> <br /> <br /> <br /> [[File:Untitled Diagram (6).png|frame|center|upright|Untitled Diagram (6).png]]&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;&amp;nbsp;''Source: International Futures 7.22''<br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> '''&lt;u&gt;Source for data&lt;/u&gt;'''- Electricity Access data is available from a variety of sources. The two main sources of data for the same are,<br /> <br /> #WDI- the World Bank publishes data for electricity access data for 186 countries. A bifurcation is available between Rural Electrification and Urban Electrification. The data is available at &amp;nbsp;[http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS]<br /> #IEA- the International Energy Agency publishes this data as well, but only for developing countries. This data is published as a part of the world energy outlook. The data is available at [http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/ http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/] &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Series to be updated&lt;/u&gt;'''<br /> <br /> #National Electricity Access - SeriesEnElecAccess%National<br /> #Rural Electricity Access- SeriesEnElecAccess%Rural<br /> #Urban Electricity Access- SeriesEnElecAccess%Urban<br /> <br /> '''&lt;u&gt;Comparison of WDI and IEA data&lt;/u&gt;'''<br /> <br /> &amp;nbsp; When the WDI and IEA data were compared, in order to verify whether the datasets could be blended, we found that the year on year data was too dissimilar to blend. For Example, for some countries the 2013 value from IEA was lower than the 2012 value from WDI. (This is not logical, since electrification rates cannot go down). Also, for some other countries the 2013 IEA value was abnormally high considering the historical growth rates of electrification for the country or region in question. Blending these datasets would create transients in the IFs forecasts for future years. '''Hence, it is recommended that the user only use the WDI data when updating this series.'''<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Country List to be used&lt;/u&gt; – '''World Bank countries<br /> <br /> = &amp;nbsp; =</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=World_Development_Indicators&diff=4570 2017-06-13T22:22:51Z

<p>HoldenFitzgerald: </p> <hr /> <div>There are 380&amp;nbsp;series pulled from the World Development Indicators (WDI) in 2017. 72&amp;nbsp;of these are used in the preprocesr.<br /> <br /> The most extensive and reliable source for socio-economic and development data is probably World Bank’s annually published World Development Indicators (WDI) database. The recent WDI, published in 2017, has approximately 1,500&amp;nbsp;indicators for 217&amp;nbsp;economies. Economies in WDI have been organized in 18 groups based on income, geography, and indebtedness criteria. Data in the WDI database are categorized in six major areas: overview, people, environment, economy, states and markets, and global links.<br /> <br /> The major advantage of the WDI database is that it has longer time series coverage, for example, most of the indicators cover data since 1960. The World Bank collects data for particular series from the organizations who are pioneers in those areas. For example, WDI compiles external account data, like export, import, current account, debt etc. from the International Monetary Fund (IMF), and population data from United Nations Population Division. Major data sources for WDI are World Bank national accounts data, OECD National Accounts, Food and Agriculture Organization, United Nations Educational, Scientific, and Cultural Organization, World Health Organization, International Labor Organization, International Telecommunication Union etc. WDI database are available in three formats- online ([https://publications.worldbank.org/subscriptions/WDI/ https://publications.worldbank.org/subscriptions/WDI/]), published report in hard copy and CDROM version.<br /> <br /> Some financial data series from the WDI database, used in IFs analysis, have been converted into billion US$ from current prices at US$ and some series related to population have been transformed into million figures. The IFs system also needed to calibrate some data series as percent of GDP in constructing social accounting matrices.<br /> <br /> <br /> <br /> = Series pulled from 2017&amp;nbsp;WDI Batch Pull =<br /> <br /> {| border=&quot;1&quot; bgcolor=&quot;#ffffff&quot; cellspacing=&quot;0&quot;<br /> |+ &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;'''DataDict 720'''&lt;/font&gt;<br /> |-<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Table&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Group&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Definition&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Source&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Last IFs Update&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;UsedInPreprocessor&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Years&lt;/font&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLandIr%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Environment, Infrastructure, Water&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Land use, irrigated land (% of cropland)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLabor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor force size&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborFemale%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portion of labor force made up by women&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecInd%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in industry as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHouseCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Household final consumption expenditure as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovMilPers%Labor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Military personnel as percent of labor force&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGini&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecSer%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in services as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxGoodSer%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on goods and services&amp;nbsp;% of revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddInd%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in industry as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesArmsImp%TotImp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Arms imports (SIPRI trend indicator values)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesOresMetsIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tax revenue&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxTrade%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on international trade (% of revenue)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCurRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current government revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtDebt%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Central government debt as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Hydro&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from hydroelectric sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Nuc&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from nuclear sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopAsylumSeekers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflow of refugees in millions (country of asylum)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddMan%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in manufacturing as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDPCurDol&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gross Domestic Product in Current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopForeign%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Foreign population as&amp;nbsp;% of total population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTCommCompIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Communications, computer, etc. imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyRural%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, rural (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyUrban%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, urban (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflation&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflation of consumer prices, annual rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2011&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP (2005)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Coal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from coal sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxOther%CurRev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Other taxes as&amp;nbsp;% of total govt revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxProducts&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on products (net indirect taxes)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportHighTech%Man&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;High technology exports,&amp;nbsp;% of manufactured exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetCurTransfers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net current transfers with ROW (of residents, no repayment provisions), billion US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetIncFrmAbr&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net income from abroad, billion current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods and services (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSubTrans%CurExp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government subsidies and transfers as&amp;nbsp;% of current expenditures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportsGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods and services (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingFemales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, females (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInterestRatesReal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Real interest rates (as measured by GDP deflator)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPGTDS&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPNG%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt, private non-guaranteed, as percentage of gross domestic product&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPG%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthMeaslesImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Immunization, measles (% of children ages 12-23 months)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReservesMthImports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total reserves in months of imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationWDIFilled&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDPTImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Children 12-23 months immunized DPT&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpperCap&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures per capita&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthPhysiciansper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Physicians per 1000 population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelephoneMobileper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telephones, mobile per 1000 population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsGoodsServicesIncome&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods, services, and primary income (BoP, current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportValueIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export value index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsMerchandise&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods and services&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortInvExclLCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment excluding LCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtHl%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government, Health, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures as percent of GDP, public&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthBrthsAttnSkilledPersWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Births attended by skilled health staff (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthARITreatmentChil&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;ARI treatment (% of children under 5 taken to a health provider)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDiarrhORTChil%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpOutofPocket%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Out-of-pocket health expenditure (% of private expenditure paid out of pocket)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHIVRateFemAdults&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Female adults with HIV (% of population ages 15-49 with HIV)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHospBedsper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Hospital beds&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBDOTSDetect%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis case detection rate (%, all forms)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBTreatSuccess%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis treatment success rate (% of registered cases)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovExpend&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government final consumption expenditures (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismArrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of arrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWorkerRemitPaid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Worker remittances by country where paid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismDepartures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of departures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelecomRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telecommunications revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsOthers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows, others&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIMFNonCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net nonconcessional flows from IMF as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIMFCredit%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IMF credits as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncPayments%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income payments as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortBonds%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment in bonds (PPG and PNG) as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGasPricesWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLifExpectFemaleWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportGoodSer%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods and services as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXGoodSerBal%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External balance on goods and services (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovEmplComp%Exp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Compensation of employees,&amp;nbsp;% total expenses&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxSocSec%CurRevNew&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXExchRateLCUtoDollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official exchange rate, local currency units per US dollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRec%GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, net,&amp;nbsp;% of GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInscFinIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Insurance and financial imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesR&amp;DResearchersperMillion&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;R&amp;D researchers (FTE) per million inhabitants&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportQuantityIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export quantum/quantity index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExtRes%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External resources for health as&amp;nbsp;% of total resources&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingMales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, Males (% of adults)&lt;br/&gt;ales (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesRailPassengerKM&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Transportation,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Rail passenger-kilometers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVAddTot95&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total value added at factor cost&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtEdPub%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Educational expenditures (public) as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovWBDoingBusinessCostofStarting&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Governance&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Cost of registring a business as a percent of per capita income&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationUrban%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Urban population as percent of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFertUseperHectare&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Fertilizer consumption (100 grams per hectare of arable land)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFoodEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural food exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgMachTracper100H&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural machinery, tractors per 100 hectares of arable land&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRecGrant%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, grants and other revenue, current LCU&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCBR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude birth rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCDR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude death rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnImportsNet%EnUse&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy imports (net) as a percentage of energy use&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpDiesel&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for diesel fuel (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpSuper&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2&lt;/font&gt;017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSocialContr%Rev&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government total social conbtributions as percent of revenue&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesMalnChil%WeightWB&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Agriculture&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percentage of children under 5 malnourished based on weight; US benchmark&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtLongTerm&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Long-term debt (DOD, current US$) (bill)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPG&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServ%Exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total debt service as percentage of exports of goods and services&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServ%GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total debt service as&amp;nbsp;% of GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddAg%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in agriculture as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncReceipts%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income receipts as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborAgr%TotMale&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Employees, agriculture, males as&amp;nbsp;% of male employment&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLiteracyAdultTotal%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Knowledge, Education&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Literacy rate, percent of adults (15 or older)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurActBal%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current account balance (% of GDP)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public, publically guaranteed and priv nonguaranteed&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIBRD%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IBRD as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWBLoans%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IBRD loans and IDA credits as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationCPIBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Consumer Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationWholesaleBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Wholesale Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |}<br /> <br /> = Instructions on pulling WDI data =<br /> <br /> '''Eelectricity Access data'''<br /> <br /> '''&lt;u&gt;Introduction-&lt;/u&gt;'''<br /> <br /> This section explains the methodology that is to be followed when importing Electricity Access data into Ifs. It also describes certain problems that a user might face in interpreting, understanding the data.<br /> <br /> &lt;u&gt;'''Representation of Electricity access data in IFs'''&lt;/u&gt;<br /> <br /> Electricity access data in Ifs is broken down into electricity access for Urban areas and Electricity access for rural areas. It is represented as a percentage i.e. percentage of urban population with electricity access and percentage of rural population with electricity access. This data is used in the following computations in Ifs,<br /> <br /> #&amp;nbsp;Desired level of electricity access<br /> #&amp;nbsp;Electricity use as a&amp;nbsp;% of total energy use<br /> #&amp;nbsp;% of population that relies on solid fuels as the primary source of domestic energy&amp;nbsp;<br /> <br /> This data is affected by the following drivers in IFs,<br /> <br /> #The household size<br /> #Population size<br /> #Breakdown of population (Urban, Rural)<br /> #Government effectiveness<br /> <br /> Below is a simple diagrammatic representation of Electricity Access in Ifs,<br /> <br /> <br /> <br /> [[File:Untitled Diagram (6).png|frame|center|upright|Untitled Diagram (6).png]]&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;&amp;nbsp;''Source: International Futures 7.22''<br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> '''&lt;u&gt;Source for data&lt;/u&gt;'''- Electricity Access data is available from a variety of sources. The two main sources of data for the same are,<br /> <br /> #WDI- the World Bank publishes data for electricity access data for 186 countries. A bifurcation is available between Rural Electrification and Urban Electrification. The data is available at &amp;nbsp;[http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS]<br /> #IEA- the International Energy Agency publishes this data as well, but only for developing countries. This data is published as a part of the world energy outlook. The data is available at [http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/ http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/] &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Series to be updated&lt;/u&gt;'''<br /> <br /> #National Electricity Access - SeriesEnElecAccess%National<br /> #Rural Electricity Access- SeriesEnElecAccess%Rural<br /> #Urban Electricity Access- SeriesEnElecAccess%Urban<br /> <br /> '''&lt;u&gt;Comparison of WDI and IEA data&lt;/u&gt;'''<br /> <br /> &amp;nbsp; When the WDI and IEA data were compared, in order to verify whether the datasets could be blended, we found that the year on year data was too dissimilar to blend. For Example, for some countries the 2013 value from IEA was lower than the 2012 value from WDI. (This is not logical, since electrification rates cannot go down). Also, for some other countries the 2013 IEA value was abnormally high considering the historical growth rates of electrification for the country or region in question. Blending these datasets would create transients in the IFs forecasts for future years. '''Hence, it is recommended that the user only use the WDI data when updating this series.'''<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Country List to be used&lt;/u&gt; – '''World Bank countries<br /> <br /> = &amp;nbsp; =</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=World_Development_Indicators&diff=4566 2017-06-13T21:59:55Z

<p>HoldenFitzgerald: </p> <hr /> <div>There are 380&amp;nbsp;series pulled from the World Development Indicators (WDI) in 2017. 72&amp;nbsp;of these are used in the preprocesr.<br /> <br /> The most extensive and reliable source for socio-economic and development data is probably World Bank’s annually published World Development Indicators (WDI) database. The recent WDI, published in 2017, has approximately 1,500&amp;nbsp;indicators for 217&amp;nbsp;economies. Economies in WDI have been organized in 18 groups based on income, geography, and indebtedness criteria. Data in the WDI database are categorized in six major areas: overview, people, environment, economy, states and markets, and global links.<br /> <br /> The major advantage of the WDI database is that it has longer time series coverage, for example, most of the indicators cover data since 1960. The World Bank collects data for particular series from the organizations who are pioneers in those areas. For example, WDI compiles external account data, like export, import, current account, debt etc. from the International Monetary Fund (IMF), and population data from United Nations Population Division. Major data sources for WDI are World Bank national accounts data, OECD National Accounts, Food and Agriculture Organization, United Nations Educational, Scientific, and Cultural Organization, World Health Organization, International Labor Organization, International Telecommunication Union etc. WDI database are available in three formats- online ([https://publications.worldbank.org/subscriptions/WDI/ https://publications.worldbank.org/subscriptions/WDI/]), published report in hard copy and CDROM version.<br /> <br /> Some financial data series from the WDI database, used in IFs analysis, have been converted into billion US$ from current prices at US$ and some series related to population have been transformed into million figures. The IFs system also needed to calibrate some data series as percent of GDP in constructing social accounting matrices.<br /> <br /> <br /> <br /> = Series pulled from 2017&amp;nbsp;WDI Batch Pull =<br /> <br /> {| border=&quot;1&quot; bgcolor=&quot;#ffffff&quot; cellspacing=&quot;0&quot;<br /> |+ &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;'''DataDict 720'''&lt;/font&gt;<br /> |-<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Table&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Group&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Definition&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Source&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Last IFs Update&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;UsedInPreprocessor&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Years&lt;/font&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2017 &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLandIr%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Environment, Infrastructure, Water&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Land use, irrigated land (% of cropland)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2017 &amp;nbsp;BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLabor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor force size&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2017 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborFemale%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portion of labor force made up by women&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecInd%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in industry as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHouseCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Household final consumption expenditure as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovMilPers%Labor&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Military personnel as percent of labor force&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGini&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gini index of income inequality (lower = more equal)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborSecSer%Tot&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Labor in services as&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxGoodSer%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on goods and services&amp;nbsp;% of revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddInd%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in industry as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesArmsImp%TotImp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Arms imports (SIPRI trend indicator values)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesOresMetsIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Ores and Metals imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxIncProCG%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on income, profits and capital gains&amp;nbsp;% total revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tax revenue&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTaxTrade%Rev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on international trade (% of revenue)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCurRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current government revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtDebt%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Central government debt as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Hydro&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from hydroelectric sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Nuc&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from nuclear sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopAsylumSeekers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflow of refugees in millions (country of asylum)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddMan%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in manufacturing as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDPCurDol&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gross Domestic Product in Current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopForeign%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Foreign population as&amp;nbsp;% of total population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTCommCompIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Communications, computer, etc. imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyRural%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, rural (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncPovertyUrban%Pop&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income, poverty headcount, urban (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflation&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Inflation of consumer prices, annual rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2011&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $2 per day PPP (2005)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Coal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from coal sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxOther%CurRev&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Other taxes as&amp;nbsp;% of total govt revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxProducts&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on products (net indirect taxes)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportHighTech%Man&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;High technology exports,&amp;nbsp;% of manufactured exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tax revenue as a percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetCapitalAccount&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net capital account&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetCurTransfers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net current transfers with ROW (of residents, no repayment provisions), billion US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetIncFrmAbr&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net income from abroad, billion current US$&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods and services (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSubTrans%CurExp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government subsidies and transfers as&amp;nbsp;% of current expenditures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportsGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Imports of goods and services (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingFemales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, females (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInterestRatesReal&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Real interest rates (as measured by GDP deflator)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPGTDS&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public or publically guaranteed (not private unguaranteed)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPNG%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt, private non-guaranteed, as percentage of gross domestic product&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPPG%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt, public and publicly guaranteed, as percentage of gross domestic product&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIDA%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IDA as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthMeaslesImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Immunization, measles (% of children ages 12-23 months)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReservesMthImports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total reserves in months of imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationWDIFilled&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDPTImmunRate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Children 12-23 months immunized DPT&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpperCap&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures per capita&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthPhysiciansper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Physicians per 1000 population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelephoneMobileper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telephones, mobile per 1000 population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsGoodsServicesIncome&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods, services, and primary income (BoP, current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportValueIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export value index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsMerchandise&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of merchandise (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovWBDoingBusinessCustomsDays&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Number of days required to clear customs&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXNetTradeinGoodsServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net trade in goods and services&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortInvExclLCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment excluding LCFAR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtHl%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government, Health, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health expenditures as percent of GDP, public&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthBrthsAttnSkilledPersWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Births attended by skilled health staff (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthARITreatmentChil&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;ARI treatment (% of children under 5 taken to a health provider)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthDiarrhORTChil%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Diarrhea treatment (% of children under 5 receiving oral rehydration and continued feeding)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpOutofPocket%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Out-of-pocket health expenditure (% of private expenditure paid out of pocket)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHIVRateFemAdults&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Female adults with HIV (% of population ages 15-49 with HIV)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthHospBedsper1000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Hospital beds&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBDOTSDetect%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis case detection rate (%, all forms)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBTreatSuccess%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Tuberculosis treatment success rate (% of registered cases)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovExpend&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government final consumption expenditures (current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismArrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of arrivals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWorkerRemitPaid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Worker remittances by country where paid&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTourismDepartures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;International tourism, number of departures&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTTelecomRev%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure, Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Telecommunications revenue as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsOthers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows, others&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIMFNonCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net nonconcessional flows from IMF as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIMFCredit%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IMF credits as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncPayments%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income payments as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortBonds%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Portfolio investment in bonds (PPG and PNG) as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGasPricesWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLifExpectFemaleWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Life expectancy at birth, female&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLifExpectWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Life expectancy at birth&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXRealEffectExchRateInd&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpTotal%GDPWDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Health Expenditure, Total (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyGap$1c25perDay&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap at $1.25 per day (PPP), percent&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyGap$2perDayWDI2009&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap at $2 per day (PPP), percent&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesWaterWithAgr%Fresh&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Infrastructure, Environment, Water&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Water withdrawals, agriculture,&amp;nbsp;% of total freshwater withdrawals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesWaterWithInd%Fresh&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Infrastructure, Environment, Water&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Water withdrawals, industry,&amp;nbsp;% of total freshwater withdrawals&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesWomParlWDI%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Seats held by women in national parliament, percentage&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLandArea&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Infrastructure, Environment&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Land Area&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFertUse&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Fertilizer consumption total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReserves%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gross international reserves as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportGoodSer%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of goods and services as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGasPricesDiesel&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gasoline prices, diesel pump prices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportServices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Exports of services (BoP, current currency)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddTexCloth%Man&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Textiles and clothing (% of value added in manufacturing)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPri%TotalXDEBT&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt stocks, private nonguaranteed debt as&amp;nbsp;% of external debt&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsRDBCon&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net concessional flows from Regional Development Banks&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsRDBNonCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net nonconcessional flows from Regional Development Banks as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXGoodSerBal%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External balance on goods and services (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovEmplComp%Exp&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Compensation of employees,&amp;nbsp;% total expenses&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxSocSec%CurRevNew&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Social security taxes as&amp;nbsp;% of total govt revenue&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnElecTransLoss%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electric power transmission and distribution losses (% of output)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXExchRateLCUtoDollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official exchange rate, local currency units per US dollar&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRec%GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, net,&amp;nbsp;% of GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInscFinIm%Ser&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Insurance and financial imports as&amp;nbsp;% of service imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesR&amp;DResearchersperMillion&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;R&amp;D researchers (FTE) per million inhabitants&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportQuantityIndex&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Export quantum/quantity index (2000=100)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExtRes%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External resources for health as&amp;nbsp;% of total resources&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthSmokingMales%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Smoking prevalence, age adjusted, Males (% of adults)&lt;br/&gt;ales (% of adults)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesRailPassengerKM&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Transportation,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Rail passenger-kilometers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVAddTot95&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total value added at factor cost&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtEdPub%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Educational expenditures (public) as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovWBDoingBusinessCostofStarting&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Governance&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Cost of registring a business as a percent of per capita income&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopulationUrban%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Urban population as percent of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFertUseperHectare&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Fertilizer consumption (100 grams per hectare of arable land)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgFoodEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural food exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAgMachTracper100H&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agriculture&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Agricultural machinery, tractors per 100 hectares of arable land&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRecGrant%Total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Official development assistance and official aid, grants and other revenue, current LCU&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCBR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude birth rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesCDR&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Crude death rate&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelEx%MerchEx&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel exports as&amp;nbsp;% of merchandise exports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnFuelIm%MerchIm&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy fuel imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnImportsNet%EnUse&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy imports (net) as a percentage of energy use&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpDiesel&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for diesel fuel (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnPricePumpSuper&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Pump price for gasoline (US$ per liter)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%Gas&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity production from natural gas sources (% of total)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIDA&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IDA&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtMil%GDPWDI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government, Conflict&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Military expenditures as percent of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthExpTotal%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total expenditure on health as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesHealthTBIncper100000&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population, Health&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Incidence of tuberculosis (per 100,000 people)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTBroadbandSubscribers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Broadband subscribers&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1Dollar%WDI2006&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Population below poverty line of $1 per day PPP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesEnProdElec%TransLoss&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Electricity power transmission and distribution losses&amp;nbsp;% of total&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportImport%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Infrastructure, Trade&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Trade (exports and imports) as&amp;nbsp;% of GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGasPricesSuper&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Energy, Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Gasoline prices, super pump prices&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovBudgBal%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Overall budget balance, including grants (% of GDP)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovCon%GDP&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesRiskPremLend%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Risk premium on lending&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt%GNI&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt as percentage of gross national income&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtPNG&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External debt, private non-guaranteed&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtShort%TotalXDebt&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Short-term debt as&amp;nbsp;% of external debt&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyGap$2perDay&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty gap at $2 per day (PPP), percent&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyNatPovLineHC%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty headcount ratio at national poverty line (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyNatPovLineRurHC%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty headcount ratio at national poverty rural line (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyNatPovLineUrbHC%&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Poverty headcount ratio at national poverty urban line (% of population)&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesPPPConvtoMER&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;PPP conversion factor to official exchange rate ratio&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesR&amp;DTechniciansperMil&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;R&amp;D technicians&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;2017/06/13&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesRailGoods&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Transportation,Infrastructure&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesManIm%MerchIm&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Trade&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Manufactures imports as&amp;nbsp;% of merchandise imports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesSanitationAccessRural%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical,Infrastructure&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of rural population with access to improved sanitation&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesSanitationAccessUrban%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical,Infrastructure&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of urban population with access to improved sanitation&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesSavings%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Savings, gross, as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesSavingsDomestic%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Savings, gross, domestic, as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesSavingsGenuine%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Savings (genuine; special measure) as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesSavingsGross%GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Savings, gross, as percent of GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesSciTechJournArticles&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science Technology, Infrastructure, Knowledge&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Science and technology articles published&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxExportDuties%Exp&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes (duties) on exports as&amp;nbsp;% of exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTravEx%Ser&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Transportation, Trade&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Travel exports as&amp;nbsp;% of service exports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTravIm%Ser&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic, Transportation, Trade&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Travel imports as&amp;nbsp;% of service imports&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddFoodBevTob%Man&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in food, beverages, and tobacco as&amp;nbsp;% of value added in manufactures&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSocialContr%Rev&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government total social conbtributions as percent of revenue&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesMalnChil%WeightWB&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Agriculture&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percentage of children under 5 malnourished based on weight; US benchmark&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; 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| &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebtServPPG%GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Total PPG debt service as&amp;nbsp;% of GNI&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxGoodSer%CurRev&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Government&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Taxes on goods and services as&amp;nbsp;% of total govt revenue&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;SeriesXExtBalGoodsServ&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External balance on goods and services&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXExtBalGoodsServ%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External balance on goods and services as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncReceipts&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income receipts&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReservesNetChange&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesMalnChil%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Agriculture&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percentage of children under 5 malnourished by weight for age&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTInternet%Pop&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Information Communication,Infrastructure&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Percent of population on-line&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborAgr%TotFemale&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Employees, agriculture, female as&amp;nbsp;% of female employment&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; 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color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Annually renewable water resources&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesWaterAnWithdrawalsNew&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Environment, Infrastructure, Water&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Annual water withdrawals/use (1990=70-99;2000=update, mostly 2000)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 September BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddAg%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in agriculture as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddSer%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Value added in services as percent of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIMFCon%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net concessional flows from IMF as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncReceipts%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Income receipts as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborAgr%TotMale&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Employees, agriculture, males as&amp;nbsp;% of male employment&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesLiteracyAdultTotal%&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SocioPolitical, Knowledge, Education&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Literacy rate, percent of adults (15 or older)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXCurActBal%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Current account balance (% of GDP)&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXDebt&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;External long-term (more than 1 year) debt: public, publically guaranteed and priv nonguaranteed&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIBRD%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Net flows from IBRD as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWBLoans%GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;IBRD loans and IDA credits as&amp;nbsp;% of GDP&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Yes&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationCPIBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Consumer Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |- valign=&quot;TOP&quot;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;SeriesInflationWholesaleBase2010&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Economic&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;Wholesale Price Index&lt;/font&gt;&lt;/font&gt;<br /> | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;&lt;/font&gt;<br /> | style=&quot;width: 61px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;2017/06/13&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;/font&gt;&lt;/font&gt;<br /> | align=&quot;RIGHT&quot; style=&quot;width: 112px;&quot; | &lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;&lt;font face=&quot;Calibri&quot; color=&quot;#000000&quot;&gt;No&lt;/font&gt;&lt;/font&gt;<br /> | &lt;br/&gt;<br /> |}<br /> <br /> = Instructions on pulling WDI data =<br /> <br /> '''Eelectricity Access data'''<br /> <br /> '''&lt;u&gt;Introduction-&lt;/u&gt;'''<br /> <br /> This section explains the methodology that is to be followed when importing Electricity Access data into Ifs. It also describes certain problems that a user might face in interpreting, understanding the data.<br /> <br /> &lt;u&gt;'''Representation of Electricity access data in IFs'''&lt;/u&gt;<br /> <br /> Electricity access data in Ifs is broken down into electricity access for Urban areas and Electricity access for rural areas. It is represented as a percentage i.e. percentage of urban population with electricity access and percentage of rural population with electricity access. This data is used in the following computations in Ifs,<br /> <br /> #&amp;nbsp;Desired level of electricity access<br /> #&amp;nbsp;Electricity use as a&amp;nbsp;% of total energy use<br /> #&amp;nbsp;% of population that relies on solid fuels as the primary source of domestic energy&amp;nbsp;<br /> <br /> This data is affected by the following drivers in IFs,<br /> <br /> #The household size<br /> #Population size<br /> #Breakdown of population (Urban, Rural)<br /> #Government effectiveness<br /> <br /> Below is a simple diagrammatic representation of Electricity Access in Ifs,<br /> <br /> <br /> <br /> [[File:Untitled Diagram (6).png|frame|center|upright|Untitled Diagram (6).png]]&amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp; &amp;nbsp;&amp;nbsp;''Source: International Futures 7.22''<br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> <br /> '''&lt;u&gt;Source for data&lt;/u&gt;'''- Electricity Access data is available from a variety of sources. The two main sources of data for the same are,<br /> <br /> #WDI- the World Bank publishes data for electricity access data for 186 countries. A bifurcation is available between Rural Electrification and Urban Electrification. The data is available at &amp;nbsp;[http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS http://data.worldbank.org/indicator/EG.ELC.ACCS.ZS]<br /> #IEA- the International Energy Agency publishes this data as well, but only for developing countries. This data is published as a part of the world energy outlook. The data is available at [http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/ http://www.worldenergyoutlook.org/resources/energydevelopment/energyaccessdatabase/] &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Series to be updated&lt;/u&gt;'''<br /> <br /> #National Electricity Access - SeriesEnElecAccess%National<br /> #Rural Electricity Access- SeriesEnElecAccess%Rural<br /> #Urban Electricity Access- SeriesEnElecAccess%Urban<br /> <br /> '''&lt;u&gt;Comparison of WDI and IEA data&lt;/u&gt;'''<br /> <br /> &amp;nbsp; When the WDI and IEA data were compared, in order to verify whether the datasets could be blended, we found that the year on year data was too dissimilar to blend. For Example, for some countries the 2013 value from IEA was lower than the 2012 value from WDI. (This is not logical, since electrification rates cannot go down). Also, for some other countries the 2013 IEA value was abnormally high considering the historical growth rates of electrification for the country or region in question. Blending these datasets would create transients in the IFs forecasts for future years. '''Hence, it is recommended that the user only use the WDI data when updating this series.'''<br /> <br /> &amp;nbsp;<br /> <br /> '''&lt;u&gt;Country List to be used&lt;/u&gt; – '''World Bank countries<br /> <br /> = &amp;nbsp; =</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Economic_preprocessor&diff=2475 2017-04-07T22:28:21Z

<p>HoldenFitzgerald: </p> <hr /> <div>There are 74 series read into the economic preprocessor.&amp;nbsp;Most of them come from [[World_Development_Indicators|World Development&amp;nbsp;Indicators]] (WDI). There are quite a few series marked as &quot;IMF GFS 2013 BATCH PULL&quot;. There are a lot of data on the informal economy from ILO-WIEGO. Cyber data also appears to be read into DataEcon.<br /> <br /> = Sources =<br /> <br /> *[[International_Monetary_Fund_(IMF)|IMF]]&amp;nbsp;<br /> *ILO&amp;nbsp;<br /> *[[World_Development_Indicators|WDI]]<br /> *[[Global_Trade_Analysis_Project_(GTAP)|Global&amp;nbsp;Trade&amp;nbsp;Analysis&amp;nbsp;Project&amp;nbsp;(GTAP)&amp;nbsp;]]<br /> *[[OECD_Factbook|OECD_Factbook]]<br /> <br /> = Economic series used in preprocessor =<br /> <br /> {| cellspacing=&quot;0&quot; border=&quot;1&quot; bgcolor=&quot;#ffffff&quot;<br /> |+ '''DataDict'''<br /> |-<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;Table&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;Source&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;Last IFs Update&lt;/font&gt;<br /> ! bgcolor=&quot;#c0c0c0&quot; | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;UsedInPreprocessorFileName&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDPInformal%Elgin&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;Available at: [http://www.econ.boun.edu.tr/public_html/RePEc/pdf/201205.pdf http://www.econ.boun.edu.tr/public_html/RePEc/pdf/201205.pdf]&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2014/04/04&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDP2003PPP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;CIA (original partly World Bank); extended by Evan Hillebrand&lt;/span&gt;&lt;/font&gt;&lt;br/&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2004/07&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtPension%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;Data was processed from World Bank's pensions site.&lt;/span&gt;&lt;/font&gt;&lt;br/&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/07/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalFemale%FormalSec&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalFemale%HHInformal&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalMale%InformalSec&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalFemale%InformalSec&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalFormSec%TotalInformal&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalHH%TotalInformal&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalInfSec%TotalInformal&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalMale%FormalSec&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesLaborInformalMale%HHInformal&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ILO-WIEGO&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCalcRevTot%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;IMF GFS 2013 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/12/20&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCalcRevCen%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;IMF GFS 2013 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/12/20&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCalcExpendTot%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;IMF GFS 2013 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/12/20&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCalcExpendCen%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;IMF GFS 2013 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/12/20&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesTaxCorp%Tot&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;IMF Government Finance Statistics (2001)&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/09/04&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddICT%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;Information Society Statistics Pocketbook 2001&lt;/font&gt;&lt;br/&gt;<br /> | &lt;br/&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovTotalOutlays%GDP&lt;/font&gt;<br /> | [[OECD_Statistics_Database_Online|OECD_Statistics_Database_Online]]&lt;br/&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2016/04/10&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDPInformal%Blended&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;UNECE, &quot;Non-Observed Economy in National Accounts: Survey of Country Practices&quot;; [http://rru.worldbank.org/Documents/PapersLinks/informal_economy.pdf http://rru.worldbank.org/Documents/PapersLinks/informal_economy.pdf]; [http://www.econ.boun.edu.tr/public_html/RePEc/pdf/201205.pdf http://www.econ.boun.edu.tr/public_html/RePEc/pdf/201205.pdf]&lt;/font&gt;&lt;br/&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/01/13&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidDon%GNI&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;United Nations Statistics Division&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/12/09&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesXPortEquity%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2017/03/29&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesXReserves%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2017/03/29&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesHouseCon%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddInd%&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/15&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesArmsImp%TotImp&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtCurRev%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovtDebt%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesVaddMan%&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/15&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesExportsMerchandise&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; 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face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesXIncPayments%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2017/03/29&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesXFlowsIDA%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/15&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; 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face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportsMerchandise&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportServices&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2017/03/29&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesImportGoodSer%&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovExpense%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovCon%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/14&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWBLoans%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/15&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesAidRec%GNI&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2017/03/29&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesXWorkerRemitReceived&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2017/03/29&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGiniExtended&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI World Bank, Klaus Deininger 202-473-0430 and Lyu Squire 202-473-6099; plus WDI CD 2002 for 1997-2000; plus WD 2002; plus UNDP HDR 2005; WDI 2008; WDI 2011&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/03/17&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGovSSWelBen%Exp&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2011&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2011/12/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTExport%Exp&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2013&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/11/08&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesICTImport%Imp&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2013&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/11/08&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesGDP2005PCPPP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2013; extrapolated based on previous GDP_PCPPP2005 values in IFs; extrapolated based on CIA Factbook; taken directly from CIA Factbook; taken directly from previous GDP_PCPPP2005 values in IFs&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2013/12/23&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |-<br /> | SeriesGDP2011PCPPP<br /> | WDI 2017<br /> | 2017/03/29<br /> | ECON<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesPovertyGap$1c90perDay&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/12/03&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow1D90c%WDI&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/11/04&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow3D10c%WDI&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/11/04&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncBelow2Dollar%WDI2011&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesPopForeign%&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesOresMetsEx%MerchEx&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesIncShareL20%&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesInvestGrCapForm%GDP&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |- valign=&quot;top&quot;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;SeriesOresMetsIm%MerchIm&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;WDI 2015 BATCH PULL&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;2015/07/22&lt;/font&gt;<br /> | &lt;font style=&quot;font-size: 11pt;&quot; face=&quot;calibri&quot; color=&quot;#000000&quot;&gt;ECON&lt;/font&gt;<br /> |}<br /> <br /> = Initializations =<br /> <br /> Use government consumption and expenditures data to initialize SAM.<br /> <br /> == Government consumption ==<br /> <br /> *Government consumption (CGovCon) is initialized&amp;nbsp;using&amp;nbsp;'''SeriesGovCon%GDP.'''<br /> **'''Source:'''&amp;nbsp;WDI<br /> **'''Definition:&amp;nbsp;'''Government (general) final consumption as&amp;nbsp;% of GDP<br /> **'''Country coverage:''' 182 countries<br /> **Source definition:&quot;&lt;span style=&quot;line-height: 1.6;&quot;&gt;General government final consumption expenditure (formerly general government consumption) includes all government current expenditures for purchases of goods and services (including compensation of employees). It also includes most expenditures on national defense and security, but excludes government military expenditures that are part of government capital formation&quot;&lt;/span&gt;<br /> **'''If null:''' &quot;GDP/Capita (PPP) Versus Govt Cons&amp;nbsp;% GDP (&quot; &amp; CStr(BaseYear) &amp; &quot;)&quot;<br /> **'''This uses the equation:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP) Versus Govt Cons&amp;nbsp;% GDP (2000)&lt;/span&gt;<br /> <br /> <br /> <br /> *CGConFromSectors = GExpDef(ICount%) + GExpEd(ICount%) + GExpRandD(ICount%) + GExpHl(ICount%) + GExpInfra(ICount%) + GExpInfraOther(ICount%)<br /> **Government consumption by sector is initialized in the [[Government_consumption_preprocessor|&lt;font color=&quot;#000080&quot;&gt;government consumption preprocessor&lt;/font&gt;]]&amp;nbsp;(DataGovCon).<br /> *Set CGovCon as the max of CGovCon and the CGovCon calculated as the sum of sectors. Bound between 9 and 35.<br /> <br /> == Government expenditures ==<br /> <br /> Initialize central government expenditures and total government expenditures and then calculate local government expenditures as the difference.<br /> <br /> *Central government expenditures (GovExpCentral)&amp;nbsp;is initialized using '''SeriesGovExpense%GDP'''<br /> **'''Source:''' WDI<br /> **'''Definition:'''&amp;nbsp;Government expense as&amp;nbsp;% of GDP (compare with govt expenditures)<br /> *If null then use '''SeriesGovtCalcExpendCen%GDP&amp;nbsp;'''<br /> *'''If still null then use: '''&quot;GDP/Capita (PPP 2005) Versus Govt Expense&amp;nbsp;% GDP (&quot; &amp; CStr(BaseYear) &amp; &quot;) Log&quot;<br /> *'''This equation uses:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP 2005) Versus Govt Expense&amp;nbsp;% GDP (2010) Log&lt;/span&gt;<br /> *&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'''Note:''' IMF series (GovtCalcExpendCen%GDP) appears to be central government expenditures while the WDI series does not specify.&lt;/span&gt;<br /> <br /> <br /> <br /> *Use '''SeriesGovtCalcExpendTot%GDP'''&amp;nbsp;to initialize '''total''' government expenditures.<br /> **'''Source:''' IMF GFS<br /> **'''Definition:'''&amp;nbsp;Expenditure, government, total, as&amp;nbsp;% of GDP<br /> *If null, then use '''SeriesGovTotalOutlays%GDP'''<br /> **'''Source: '''OECD Statistics Database Online<br /> **'''Definition:&amp;nbsp;'''Government total outlays (% of GDP), including forecast<br /> *''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'''Note:''' Must make sure these two series are identical&lt;/span&gt;''<br /> *Hard code 46 in for Ireland in 2010 because of bailout.<br /> <br /> <br /> <br /> *If no data on total expenditures&amp;nbsp;still, then we cannot estimate local so we use this equation:<br /> <br /> &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; If IsNull(CGovTotExp) Then&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; CGovExpLocal(ICount%) = 2 + 12 * Amin(20, CGDPPCP(ICount%)) / 20&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; Else&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; CGovExpLocal(ICount%) = AMAX(1, CGovTotExp - GovExpCentral)&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; End If<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Go to total govt expenditures and filling holes when have data in order to compute local govt&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; When do not have total and therefore ability to compute local govt,&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; estimate at 2-14% of GDP (OECD gap between total and central is 14%)&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; North, Walli, Weingast p. 10 have table showing grows from 1-2% to 16%&lt;/span&gt;<br /> <br /> *CGovExp(ICount%) = GovExpCentral + CGovExpLocal(ICount%) &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'Add Central plus local to get total&lt;/span&gt;<br /> <br /> == Government revenue ==<br /> <br /> *Central government revenue (GovRevCen) is initialized using '''SeriesGovtCurRev%GDP'''<br /> **'''Source:''' WDI<br /> **'''Definition:&amp;nbsp;'''Current government revenue as&amp;nbsp;% of GDP<br /> **'''Extended definition:&amp;nbsp;'''blended with old Ifs data. &amp;nbsp;Revenue is cash receipts from taxes, social contributions, and other revenues such as fines, fees, rent, and income from property or sales. Grants are also considered as revenue but are excluded here.<br /> *If it's null or less than 5 then we use GDP per capita to&amp;nbsp;estimate.<br /> **'''To fill holes:''' &quot;GDP/Capita (PPP) Versus Govt Revenue (&quot; &amp; CStr(BaseYear) &amp; &quot;)&quot;<br /> **'''This equation uses:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP) Versus Govt Revenue (2000)&lt;/span&gt;<br /> <br /> <br /> <br /> *Total government revenue (GovRevTot) is initialized using '''SeriesGovtCalcRevTot%GDP'''<br /> **'''Source:''' IMF GFS<br /> **'''Definition:&amp;nbsp;'''Revenue, government, total, as&amp;nbsp;% of GDP<br /> *If GovRevTot is null i.e. there is no data for total government revenue for the country in SeriesGovtCalcRevTot%GDP (or the value is less than 5) then esimate using GDP per capita (2005).<br /> **'''To fill holes:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;&quot;GDP/Capita (PPP 2005) Versus Govt Revenue Total (2010) Log&quot;&lt;/span&gt;<br /> *Then set GovRevTot as the max of total government revenues and central government revenues<br /> *Cap total government revenues at 75<br /> *Set local government revenue as the difference between total and central<br /> *'''''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;Note:&lt;/span&gt;'''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;This logic creates problems for countries where there is&amp;nbsp;not&amp;nbsp;a total government revenue data point but there is a&amp;nbsp;central government data point (ex. Malawi). In this case, both total government revenue and central government revenue are initialized as the data value for central government revenue and local government revenue is set at zero (the difference between total and central).&lt;/span&gt;''<br /> <br /> <br /> <br /> *Firm tax rate (CFirmTaxR)&amp;nbsp;is initialized using '''SeriesTaxCorp%Tot'''<br /> **'''Source:''' IMF Government Finance Statistics (2001)<br /> **'''Definition:'''&amp;nbsp;Corporate taxes as percent of total central government revenue<br /> **''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'''Note:''' Apparently not part of batch pull.&lt;/span&gt;''<br /> *'''&lt;font style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 255);&quot;&gt;To fill holes:&lt;/span&gt;&lt;/font&gt;'''&quot;GDP/Capita (PPP) Versus Corporate Tax&amp;nbsp;% of Total (&quot; &amp; CStr(BaseYear) &amp; &quot;)&quot;<br /> **'''This equation uses:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP) Versus Corporate Tax&amp;nbsp;% of Total (2000)&lt;/span&gt;<br /> <br /> <br /> <br /> *Social security tax (CSSWelTaxR)&amp;nbsp;is initialized using '''SeriesTaxSocSec%CurRev&amp;nbsp;'''<br /> **'''Source: '''WDI<br /> **'''Definition:&amp;nbsp;'''Social security taxes as&amp;nbsp;% of total govt revenue<br /> *'''To fill holes:''' &quot;GDP/Capita (PPP) Versus SS Tax&amp;nbsp;% of Total (&quot; &amp; CStr(BaseYear) &amp; &quot;)&quot;<br /> **'''This equation uses:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP) Versus SS Tax&amp;nbsp;% of Total (2000)&lt;/span&gt;<br /> <br /> <br /> <br /> *Indirect taxes (CIndirectTaxR) is initialized using '''SeriesTaxGoodSer%CurRev'''<br /> **'''Source: '''WDI<br /> **'''Definition:&amp;nbsp;'''Taxes on goods and services as&amp;nbsp;% of total govt revenue<br /> *'''To fill holes:''' &quot;GDP/Capita (PPP) Versus Indirect Tax&amp;nbsp;% of Total (&quot; &amp; CStr(BaseYear) &amp; &quot;)&quot;<br /> **'''This equation uses:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP) Versus Indirect Tax&amp;nbsp;% of Total (2000)&lt;/span&gt;<br /> <br /> <br /> <br /> *Household taxes (CHHTaxR) estimated as residual from firm, welfare, and indirect taxes<br /> <br /> == Transfers ==<br /> <br /> *CGovSSWel is initialized using '''SeriesGovSSWelBen%Exp'''<br /> **'''Source:''' WDI<br /> **'''Definition:&amp;nbsp;'''Government Social Security and welfare expenditures as&amp;nbsp;% of total expenditures<br /> **''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'''Note: '''Not included in last WDI batch pull&lt;/span&gt;''<br /> *'''To fill holes:''' &quot;GDP/Capita (PPP 2005) Versus Govt Expense&amp;nbsp;% GDP (&quot; &amp; CStr(BaseYear) &amp; &quot;) Log&quot;<br /> **'''This equation uses:''' &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP 2005) Versus Govt Expense&amp;nbsp;% GDP (2010) Log&lt;/span&gt;<br /> **&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'''Note:''' This appears to use a government expense equation to estimate SS and welfare.&lt;/span&gt;<br /> <br /> == Reconciliation ==<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; Govcon+SSWEL=GOVEXP; give priority first to boosting Govcon, then reducing sswel, then boosting Govexp&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 'i.e. protext all of govcon and boost if possible; reduce sswel as needed; reduce govexp after sswel&lt;/span&gt;<br /> <br /> == &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Pensions&lt;/span&gt; ==<br /> <br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Government pensions (CGovHHPenT)&amp;nbsp;are&amp;nbsp;initalized using '''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;SeriesGovtPension%GDP&lt;/span&gt;'''&lt;/span&gt;<br /> **'''Source:'''&amp;nbsp;Data was processed from World Bank's &amp;nbsp;pensions site.<br /> **'''Extended source:&amp;nbsp;'''&quot;International Patterns of Pension Provision&quot; by Palacios and Pallares-Miralles, &amp;nbsp;2000; OECD Social Expenditure Database. World Bank Pensions Performance Indicators Q2, 2013.<br /> **'''Definition:'''&amp;nbsp;Government (public) pensions as&amp;nbsp;% of GDP<br /> **''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'''Note: '''Newer pension data exists in IFs but is not pulled into preprocessor&lt;/span&gt;''<br /> *'''To fill holes:''' &quot;GDP/Capita (PPP) Versus Public Pension&amp;nbsp;% of GDP (&quot; &amp; CStr(BaseYear) &amp; &quot;)&quot;<br /> **'''This equation uses:'''&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP) Versus Public Pension&amp;nbsp;% of GDP (2000)&lt;/span&gt;<br /> <br /> == &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Reconcile with trade&lt;/span&gt; ==<br /> <br /> &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Normalize Expenditure Components to 100% - (X-M)&lt;/span&gt;<br /> <br /> = &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Split into sectors&lt;/span&gt; =<br /> <br /> == Government consumption ==<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Split Government Consumption and Investment into Sectors of Origin&lt;br/&gt;'&amp;nbsp;&amp;nbsp; ------------------------------------------------------------------&lt;/span&gt;<br /> <br /> &amp;nbsp;&amp;nbsp;&amp;nbsp; For ICount% = 1 To CCount&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; GMN(ICount%) = 0.1 * CGCon(ICount%) &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'Manufacturing spending&amp;nbsp;assumed to be 10% of conumption&lt;/span&gt;&lt;/span&gt;&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; GSR(ICount%) = 0.9 * CGCon(ICount%) &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'Services spending assumed to be 90% of consumption&lt;/span&gt;&lt;/span&gt;&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; IMN(ICount%) = CINVEST(ICount%) * 0.5 &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'Manufacturing investment assumed to be 50% of investment&lt;/span&gt;&lt;/span&gt;&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; ISR(ICount%) = CINVEST(ICount%) * 0.5 &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;'Services investment assumed to be 50% of investment&lt;/span&gt;&lt;/span&gt;&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; Next ICount%<br /> <br /> == Personal consumption ==<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Split Personal Consumption into Sectors - Use Value Added and AMAT&lt;/span&gt;&lt;br/&gt;&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; ------------------------------------------------------------------&lt;/span&gt;<br /> <br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Use AMAT data to initalize personal consumption for agriculture, manufacturing, and services.&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Adjust personal energy consumption based on world energy price and&amp;nbsp;energy exports (exporters tend to consume more).&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Initalize ICT personal consumption using ICTShare&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Normalize with total consumption.&lt;/span&gt;<br /> <br /> = &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Social Accounting Matrix&lt;/span&gt; =<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Social Accounting Matrix Stocks.&amp;nbsp; Begin with Stocks because some needed for flows&lt;/span&gt;<br /> <br /> == &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Stocks&lt;/span&gt; ==<br /> <br /> === IFI ===<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; SAM Stocks: Start with World Bank and IMF Loans and Credits - Want to be&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; sure that external debt/assets cover known values&lt;/span&gt;<br /> <br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;World Bank (CXWBLOANS) is initialized using '''SeriesXWBLoans%GDP.'''&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;'''Source: '''WDI Batch Pull&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;'''Definition:'''&lt;/span&gt;IBRD loans and IDA credits as&amp;nbsp;% of GDP<br /> *'''Notes:''' mjs: Data is transformed to percent of gdp using current us$ GDP; MJE<br /> <br /> <br /> <br /> *IMF loans (CXIMFCREDIT) are initialized using '''SeriesXIMFCredit%GDP.'''<br /> **'''Source: '''WDI Batch pull<br /> **'''Definiton: '''IMF credits as&amp;nbsp;% of GDP<br /> **'''Notes:''' mjs: Data is transformed to percent of gdp using current us$ GDP; MJE<br /> <br /> <br /> <br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Allocate World Bank Loans to Advanced Countries&lt;/span&gt;<br /> <br /> &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Allocate total World Bank loans to &quot;advanced countries&quot; (countries with GDP per capita over 10,000 USD and no World Bank loans) based on size of economy. Use one countries share of the total GDP of all advanced countries to determine the share of total WB debt that they lend.&lt;/span&gt;<br /> <br /> &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; PerCap = CGDP(ICount%) / CPop(ICount%)&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; If PerCap &gt; 10 And CXWBLOANS(ICount%) &lt;= 0.001 Then&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; CXWBLOANS(ICount%) = -CGDP(ICount%) / AdvGDPXWBDebt * (GloXWBDebt / AMAX(1, sxwblneqr))&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; End If<br /> <br /> *Do the same for IMF debt.<br /> <br /> === Debt ===<br /> <br /> *Initialize public and private guarenteed debt (PPGDEBT) using '''SeriesXDEBTPPG%GDP'''<br /> **'''Source: '''WDI Batch Pull<br /> **'''Definition: '''External debt, public and publicly guaranteed, as percentage of gross domestic product<br /> <br /> <br /> <br /> *Initialize external debt (private non-guarenteed) (PNGDEBT) using '''SeriesXDEBTPNG%GDP'''<br /> **'''Source: '''WDI Batch pull<br /> **'''Definition: '''External debt, private non-guaranteed, as percentage of gross domestic product<br /> <br /> <br /> <br /> *Assume firm debt (CXFIRMDEBT) is half of the sum of public and private guarenteed and private non-guarenteed.<br /> <br /> &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; CXFIRMDEBT(ICount%) = PNGDEBT + PPGDEBT * 0.5&lt;br/&gt;&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 'Need to break PPGDEBT better between private/governmental&lt;/span&gt;&lt;/span&gt;&lt;br/&gt;&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 'Probably poorest countries have highest govt share&lt;/span&gt;<br /> <br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Allocate external firm debt to advanced countries using same procedure for IMF and WB debt above&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;Integrate Debt Caculation Using Current Account Data&lt;/span&gt;<br /> **This basically calculates annual exports, imports, and aid for 1960 to 2010 and sums into cumulative debt.&amp;nbsp;&amp;nbsp;&amp;nbsp;<br /> <br /> <br /> <br /> *Initialize external debt (CXDEBTRPA) using '''SeriesXDEBT'''<br /> **'''Source:''' WDI Batch Pull<br /> **'''Definition: '''External long-term (more than 1 year) debt: public, publically guaranteed and priv nonguarantee<br /> <br /> <br /> <br /> *&lt;font color=&quot;#008000&quot;&gt;'&amp;nbsp;&amp;nbsp; Augment External Debt Data with Current Account Accummulation and Compute Global Balance&lt;/font&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;If there is no data for CXDEBTRPA then use the cumulative sum calculated from current account above.&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Make sure that debt is at least as big as the sum of WB, IMF, and private debt calculated above.&lt;/span&gt;<br /> *&lt;font color=&quot;#000000&quot;&gt;Make sure that assets are at least as big as WB&amp;nbsp;donations&amp;nbsp;IMF donations, and private assets.&lt;/font&gt;<br /> *&lt;font color=&quot;#008000&quot;&gt;'Assume debt data better than asset and impose on assets - &lt;/font&gt;&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Scale each lender countries assets to align with global debt&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Compute governmental external debt and government domestic debt &lt;/span&gt;&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;- set&amp;nbsp; government debt (CXGOVTDEBT) to total debt (CXDEBTRPA) minus firm debt (CXFIRMDEBT). This assumes that there is no household external debt.&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Set &quot;basic&quot; government debt (CX&lt;/span&gt;GOVTDEBTB)&amp;nbsp;as total government debt (CXGOVTDEBT) minus IFI debt (to WB and IMF).<br /> <br /> === Aid ===<br /> <br /> *Initalize aid donations (CAIDDON) using '''SeriesAidDon%GNI'''<br /> **'''Source: '''United Nations Statistics Division<br /> **'''Original source:''' OECD<br /> **'''Definition: '''Aid donations as percent of GNI<br /> <br /> <br /> <br /> *Initialize aid received (CAIDREC) using '''SeriesAIDRec%GNI'''<br /> **'''Source: '''WDI Batch Pull<br /> **'''Original Source:''' Development Assistance Committee of the Organization for Economic Co-operation and Development, and World Bank and OECD GNI estimates.<br /> **'''Definition:''' Official development assistance and official aid, net,&amp;nbsp;% of GNI<br /> **'''Extended source definition:''' [http://databank.worldbank.org/ddp/home.do?Step=12&amp;id=4&amp;CNO=2 http://databank.worldbank.org/ddp/home.do?Step=12&amp;id=4&amp;CNO=2]<br /> <br /> <br /> <br /> *Initialize CAIDSHARE using '''SeriesAidRecGrant%Total'''<br /> **'''Source: '''WDI Batch Pull<br /> **'''Original source: '''Development Assistance Committee of the Organization for Economic Co-operation and Development, and World Bank and OECD GNI estimates.<br /> **'''Definition: '''Official development assistance and official aid, grants and other revenue, current LCU<br /> **'''''Note:''' Unsure where this is actually used''<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Normalize Aid Receipts and Donations so Global Sums Match&lt;/span&gt;<br /> <br /> === &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Government Debt&lt;/span&gt; ===<br /> <br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Initalize government debt (CGOVDEBT) using&lt;/span&gt;'''SeriesGovtDebt%GDP'''<br /> **'''Source: '''WDI Batch Pull<br /> **'''Definition: '''Central government debt as&amp;nbsp;% of GDP<br /> *If it's null use GDP per capita i.e. the equation: &quot;GDP/Capita (PPP) Versus Govt Debt&amp;nbsp;% GDP (&quot; &amp; CStr(BaseYear) &amp; &quot;)&quot; to estimate.<br /> **This equation uses: &lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;GDP/Capita (PPP) Versus Govt Debt&amp;nbsp;% GDP (2000)&lt;/span&gt;<br /> *Set CGovDebt as the max of external government debt (CXGOVTDEBT) and central government debt (CGOVDEBT).<br /> <br /> === Reserves ===<br /> <br /> *Initialize government reserves (CXRESERVES) using '''SeriesXReserves%GDP'''<br /> *If null, set to 15.<br /> <br /> === FDI ===<br /> <br /> *Initialize FDI inflows as a stock using the sum of inflows over past 30 years from '''SeriesXFDIInflows%GDP'''<br /> *Initialize FDI outflows as a stock using the sum of outflows over the past 30 years from '''SeriesXFDIOutflows%GDP'''<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Read Bonds and Equity and Calculate Annual Portfolio Inflows -&lt;/span&gt;&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;&amp;nbsp; Take the average of bonds and equity for the past 5 years, set as &lt;font color=&quot;#333333&quot;&gt;CXPORTFIN&lt;/font&gt;&lt;/span&gt;<br /> *Make sure FDI no bigger than 5% of GDP<br /> <br /> &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; If Not (IsNull(GDPANN)) Then &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'Luxembourg rule; flows far too big for addition to firm income&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 'This is probably too big a cut for Hong Kong; may need more sophisticated algorithm&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; 'for entrepot economies&lt;/span&gt;&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; CXPORTFIN(ICount%) = Amin(CXPORTFIN(ICount%), 0.05 * GDPANN)&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; End If<br /> <br /> == Flows ==<br /> <br /> === IFI ===<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Read WB Net Flows and Estimate Outflows and Inflows&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; Must do after stocks because need CXWBLOANS&lt;/span&gt;<br /> <br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Estimate using average of last 5 years of inflows. Balance inflows and outflows so that they match.&lt;/span&gt;<br /> *&lt;font color=&quot;#000000&quot;&gt;The initialization of World Bank outflows (CXWBLNFOUT) requires World Bank loans (out) as a stock (CXWBLOANS). CXWBLNFOUT is initalized using the equation below, which also uses (sxwblnintr) and (sxwblnrepr). &lt;/font&gt;<br /> **''&lt;font color=&quot;#000000&quot;&gt;'''Note:''' Unsure of exactlty what these global parameters (&lt;/font&gt;sxwblnintr and sxwblnrepr) &lt;font color=&quot;#000000&quot;&gt;are.&lt;/font&gt;''<br /> <br /> &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; CXWBLNFOUT(ICount%) = (CXWBLOANS(ICount%) * sxwblnintr / 100 _&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; + CXWBLOANS(ICount%) / AMAX(1, sxwblnrepr))<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Read IMF Net Flows and Estimate Outflows and Inflows&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; Must do after stocks because need CXIMFCREDIT&lt;/span&gt;<br /> <br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Same as World Bank above - use the average of the past 5 years for inflows. Use the following equation for outflows, which requires outgoing stocks, initialized above.&lt;/span&gt;<br /> <br /> &amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; CXIMFCRFOUT(ICount%) = (CXIMFCREDIT(ICount%) * sximfcrintr / 100 _&lt;br/&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; + CXIMFCREDIT(ICount%) / AMAX(1, sximfcrrepr))<br /> <br /> === Remittances ===<br /> <br /> *Initialize outgoing remittances using '''SeriesXWorkerRemitPaid''' and incoming remittances using '''SeriesXWorkerRemitReceived. '''Normalize each country's paid and received using RemitNormReceived and RemitNormPaid, normalizing coefficient calculated elsewhere.<br /> **'''''Note:''' I think this is normalize total paid and received&amp;nbsp;i.e. total outflows for all countries and total inflows for all countries. The global balance below is to balance NET inflows and outflows.''<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Balance Global Remittances&lt;/span&gt;<br /> **&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Make sure global paid remittances equal global recieved remittances.&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Fill holes on CPOPFOREIGN and fix descrepancies&lt;/span&gt;<br /> **&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;If there is a foreign population and remittances are greater than zero, change the sign of foreign population (CPOPFOREIGN).&lt;/span&gt;<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'jrs 2014/02/04 better to re-initialize CPOPFOREIGN which is an estimate&lt;/span&gt;&lt;br/&gt;&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'and not CXWORKREMIT, which comes from data&lt;/span&gt;<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'This assumes $1,000 annual remitances per person, which is the average from the US and EU27&lt;/span&gt;<br /> <br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'Bound remittances at $5,000 per worker abroad&lt;/span&gt;<br /> <br /> === &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Balancing&lt;/span&gt; ===<br /> <br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; ReBalance Global Remittances&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'Normalizing Immigrants and Emmigrants again, in case they were adjusted by Remittances&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Balance global migration stocks, inward and outward&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Normalize World Bank Flows in and out&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Normalize IMF Flows in and out&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'bbh 2011/11/12&amp;nbsp; Adjusted this allocation because above now have new outflow countries also&amp;nbsp;&amp;nbsp;&amp;nbsp;&lt;/span&gt;<br /> **&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Allocate Portfolio Investment to Advanced Countries by Economic Size&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Balance Portfolio Stocks in and Out; Adjust Stocks Out&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;' Compute Porfolio Flows Out&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'''Balance Portfolio Flows in and Out; Adjust Outflows''&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Balance FDI Stocks with Adjustments to Advanced Countries&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Balance FDI Flows with Adjustments to Advanced Countries&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;Compute Apparent Reconciliaton of Capital and Current Account in Recent Years&lt;/span&gt; &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;using accumulation of government debt and change in reserves&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Calculate how much debt has grown from 97/98 to 99/00. Then calculate how much reserves have grown from 97/98 to 99/00. Then calculate the ratio of reserves growth to debt growth.&lt;/span&gt;<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; Compute unreconciled discrepancy between capital and current account&lt;/span&gt;<br /> **&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;Reasons could be flight capital, unreported worker remittances, other data errors&lt;/span&gt;<br /> *Initialize foreign income payments using '''SeriesXIncPayments%GDP''' and foreign income receipts using '''SeriesXIncReceipts%GDP.'''<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; ReBalance Global Remittances Still Again&lt;/span&gt;<br /> <br /> = &lt;span style=&quot;color: rgb(0, 0, 0);&quot;&gt;Household and firm income&lt;/span&gt; =<br /> <br /> &lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Now that have tax rates as&amp;nbsp;% of govt revenue&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; and have intl financial flows that affect firm income in forecasts,&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; can compute household and firm income, adjust firm by intl flows and&lt;br/&gt;'&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; can compute tax rates as&amp;nbsp;% of that income for use in forecasts&lt;/span&gt;<br /> <br /> = Output =<br /> <br /> *Put everything into EcoOutput<br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Go to specialized routines to process input-output data for IFs&lt;/span&gt;<br /> **Call InputOutputDataAdjuster<br /> **Call RegionalInputOutputData<br /> <br /> = Recompute =<br /> <br /> *Sub RecomputeAgriOutput()<br /> **&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'Because of the different normalizations XAG has suffered, it no longer matches the SUM of AgXValues&lt;/span&gt;<br /> *Sub RecomputeOutputAgriNormalization<br /> <br /> = GDP =<br /> <br /> *&lt;span style=&quot;color: rgb(0, 128, 0);&quot;&gt;'&amp;nbsp;&amp;nbsp; Fill Initial GDP Growth Rates and Income Distribution Measures&lt;/span&gt;<br /> **&lt;span style=&quot;background-color: rgb(255, 255, 0);&quot;&gt;[incomplete]&lt;/span&gt;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=International_Monetary_Fund_(IMF)&diff=2474 2017-04-06T22:54:26Z

<p>HoldenFitzgerald: </p> <hr /> <div>The IMF is one of several international agencies that historically collect and process statistics on national accounting and balance of payments for its member countries, which include almost all sovereign member countries of the United Nations. The Fund’s statistics include some widely used databases in the academic arena, namely, Balance of Payments and International Investment Position (IIP) Statistics, External Debt Statistics, Government Finance Statistics, International Financial Statistics (IFS) Online Service, World Economic Outlook Databases, etc. International Financial Statistics is a standard source of international statistics on all aspects of international and domestic finance; it contains time series data from 1948 and provides data on exchange rates, international liquidity, international banking, money and banking, interest rates, prices, production, international transactions, government accounts, and national accounts.<br /> <br /> The IMF, jointly with the Bank for International Settlements (BIS), the Organization for Economic Co-operation and Development (OECD), and the World Bank, disseminates data on external debt, which are obtained primarily from creditor and market sources. The data cover the external debt of developing and transition countries and territories, and also include statistics on international reserves. See [http://www.imfstatistics.org/imf/ http://www.imfstatistics.org/imf/].<br /> <br /> = Instructions on updating GDP data using IMF growth rate forecast =<br /> <br /> This GDP series (GDP2011)&amp;nbsp;is a history and forecast series. The historical values are derived from the original GDP2011 series in IFs. All values 2010 and beyond, are calculated using WEO’s GDP growth rate data.&amp;nbsp;The calculated&amp;nbsp;values go from 2010-2021.<br /> <br /> To calculate the GDP for a Country/Year: GDP&lt;sub&gt;t-1&amp;nbsp;&lt;/sub&gt;+ (GDP&lt;sub&gt;t-1&lt;/sub&gt;&amp;nbsp;* (GDP Growth Rate/100))&amp;nbsp;<br /> <br /> For the countries that were lacking growth rate data, leave&amp;nbsp;their GDP data as it is in the original GDP2011 data. These countries will not have data up to 2021 because of this.<br /> <br /> Countries without GDP growth rate data in WEO:<br /> <br /> *Cuba<br /> *Democratic People’s Republic of Korea<br /> *&amp;nbsp;Palestine<br /> *Syria (post 2010)<br /> <br /> The growth rate data was found here: [http://www.imf.org/external/pubs/ft/weo/2016/01/weodata/download.aspx http://www.imf.org/external/pubs/ft/weo/2016/01/weodata/download.aspx]<br /> <br /> Growth rate data is updated by the IMF biannually in April and September / October. The data is published as documentation of the&amp;nbsp;meetings of the International Monetary and Financial Committee which forms the main global surveillance instrument of the IMF. The meetings take&amp;nbsp;place following the same biannual schedule. The schedule can be found here:&amp;nbsp;[http://www.imf.org/external/am/index.htm.&amp;nbsp http://www.imf.org/external/am/index.htm.&amp;nbsp];<br /> <br /> In the WEO data the ''Subject Descriptor'' is ''Gross domestic product, constant prices'' and the ''Units'' are ''Percent change''<br /> <br /> = '''Instructions on pulling IMF WoRLD Data''' =<br /> <br /> The IMF World Revenue Longitudinal Data (WoRLD) Database is available from the IMF and consists of data primarily on taxes as a percent of total GDP. Data exists from the year 1990 onwards. The database can be found at:&amp;nbsp;http://data.imf.org/?sk=77413F1D-1525-450A-A23A-47AEED40FE78 . When pulling this data, at the current point in time, it is not possible to download the entire database to a single Excel file. When pulling individual series from the database all years and all countries must be selected and the indicators must be chosen individually and then exported to an Excel file.&amp;nbsp;<br /> <br /> When importing the IMF WoRLD data use the &quot;IMF WoRLD Countries&quot; country concordance table. There currently is no source that explains further in depth the definitions or collection methods behind the IMF WoRLD database. Repeat this step for the 14 series&amp;nbsp;that are updated through this process. Those series are:<br /> <br /> *Corporate Income Tax Revenue as a Percent of GDP<br /> *Excise Tax Revenue as a Percent of GDP<br /> *General Goods and Services Tax Revenue as a Percent of GDP<br /> *Goods and Services Tax Revenue as a Percent of GDP<br /> *Income Tax Revenue as a Percent of GDP<br /> *Individual Income Tax Revenue as a Percent of GDP<br /> *Property Tax Revenue as a Percent of GDP<br /> *Social Contribution as a Percent of GDP<br /> *Tax Revenue as a Percent of GDP<br /> *Taxes on Payroll and Workforce Revenue as a Percent of GDP<br /> *Total Grants as a Percent of GDP<br /> *Total Revenue as a Percent of GDP<br /> *Trade Revenue as a Percent of GDP<br /> *VAT Revenue as a Percent of GDP<br /> <br /> The IMF WoRLD Database will be updated annually. A paper on the database will be released soon. Upon release of the working paper&amp;nbsp;this page and the datadict should be updated.&amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1561 2016-12-12T17:39:33Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP, at chained PPPs: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[1]]] This data is shown at 2011 chained purchasing power parity (PPP) rates in millions of US dollars. &amp;nbsp;<br /> <br /> '''Output-side real GDP, at chained PPPs: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[2]]] This data is shown at 2011 chained purchasing power parity (PPP) rates in millions of US dollars.<br /> <br /> '''Population: '''In the Penn World Table is reported in millions of people based off World Bank and United Nations sources.[[#_ftn3|[3]]]<br /> <br /> '''Average Annual Hours Worked per Person Engaged: '''Average reported annual hours worked per person engaged.<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn4|[4]]] Measured by millions of people. &amp;nbsp;<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn5|[5]]] Documentation of the Human Capital Index provides the following explanation to the origin of the index, “Following a common approach in the literature (e.g. Caselli, 2005), PWT version 8 introduced a human capital index based on the average years of schooling from Barro and Lee (BL, 2013) and an assumed rate of return to education, based on Mincer equation estimates around the world.”<br /> <br /> '''Real Consumption of households and governments, at current PPPs: '''The final purchase of goods and services by both individual consumers (households) and governments. This is calculated at current purchasing power parity (PPP) rates based on prices in that period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Real Domestic Absorption, at current PPPs: '''A derived value from the sum of real consumption and investment. This is calculated at current purchasing power parity (PPP) rates based on prices in that period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Expenditure-side real GDP, at current PPPs: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn6|[6]]] This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Output-side real GDP, at current PPPs: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn7|[7]]] This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Capital Stock, at current PPPs: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process. This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Total Factor Productivity (TFP) level, at current PPPs: '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn8|[8]]] This value is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is relative to the US, with the USA equaling 1.<br /> <br /> '''Welfare-relevant TFP levels, at current PPPs: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn9|[9]]] This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is relative to the US, with the USA equaling 1.<br /> <br /> '''Real GDP, at constant 2011 national prices: '''Reports real GDP at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income. Set at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Real Domestic Absorption, at constant 2011 national prices:''' A derived value from the sum of real consumption and investment reported at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Capital Stock, at constant 2011 national prices: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process. Value is set at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP, set at current national prices.<br /> <br /> '''Average Depreciation Rate:''' Rate by which capital stock loses value over time, relative to previous national average capital stock.<br /> <br /> '''Exchange Rate: '''A reported national currency divided by the worth of the US dollar at current period in time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Price level of CCON:''' Shows the price level of real consumption at current purchasing power parity (PPP) rates based on prices at the time. Rank is relative to the US, with USA output-side real GDP at current PPPs in 2011 equaling 1.<br /> <br /> '''Price level of CDA: '''Shows the price level of real domestic absorption at current purchasing power parity (PPP) rates based on prices at the time. Rank is relative to the US, with USA output-side real GDP at current PPPs in 2011 equaling 1.<br /> <br /> '''Price level of CGDPo: '''Shows the price level or output-side real GDP at current purchasing power parity (PPP) rates based on current prices at the time. Rank is relative to the US, with USA output-side real GDP at current PPPs in 2011 equaling 1.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn10|[10]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn11|[11]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn12|[12]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> <br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> Series pulled from the Penn World Tables include all series with the exception of Country Code, Country Name, Currency Unit, and Year. Fourty-two series were pulled in total from the raw Penn World Tables data.&amp;nbsp;<br /> <br /> = Instructions for pulling PWT data =<br /> &lt;div&gt;<br /> #Go to&amp;nbsp;[http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/].<br /> #Click on the Excel button under the &quot;Download&quot; header.<br /> #This will automatically download the excel sheet containing all of the Penn World Tables data to your computer.&amp;nbsp;<br /> #You will then be able to reference the sheet through your computers download folder.<br /> <br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[4]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[5]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[6]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[7]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[8]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[9]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[10]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[11]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[12]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> &amp;nbsp;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1559 2016-12-12T17:36:03Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP, at chained PPPs: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[1]]] This data is shown at 2011 chained purchasing power parity (PPP) rates in millions of US dollars. &amp;nbsp;<br /> <br /> '''Output-side real GDP, at chained PPPs: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[2]]] This data is shown at 2011 chained purchasing power parity (PPP) rates in millions of US dollars.<br /> <br /> '''Population: '''In the Penn World Table is reported in millions of people based off World Bank and United Nations sources.[[#_ftn3|[3]]]<br /> <br /> '''Average Annual Hours Worked per Person Engaged: '''Average reported annual hours worked per person engaged.<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn4|[4]]] Measured by millions of people. &amp;nbsp;<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn5|[5]]] Documentation of the Human Capital Index provides the following explanation to the origin of the index, “Following a common approach in the literature (e.g. Caselli, 2005), PWT version 8 introduced a human capital index based on the average years of schooling from Barro and Lee (BL, 2013) and an assumed rate of return to education, based on Mincer equation estimates around the world.”<br /> <br /> '''Real Consumption of households and governments, at current PPPs: '''The final purchase of goods and services by both individual consumers (households) and governments. This is calculated at current purchasing power parity (PPP) rates based on prices in that period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Real Domestic Absorption, at current PPPs: '''A derived value from the sum of real consumption and investment. This is calculated at current purchasing power parity (PPP) rates based on prices in that period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Expenditure-side real GDP, at current PPPs: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn6|[6]]] This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Output-side real GDP, at current PPPs: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn7|[7]]] This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Capital Stock, at current PPPs: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process. This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is shown in millions of 2011 US dollars.<br /> <br /> '''Total Factor Productivity (TFP) level, at current PPPs: '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn8|[8]]] This value is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is relative to the US, with the USA equaling 1.<br /> <br /> '''Welfare-relevant TFP levels, at current PPPs: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn9|[9]]] This is calculated at current purchasing power parity (PPP) rates based on prices in that time period. This value is relative to the US, with the USA equaling 1.<br /> <br /> '''Real GDP, at constant 2011 national prices: '''Reports real GDP at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income. Set at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Real Domestic Absorption, at constant 2011 national prices:''' A derived value from the sum of real consumption and investment reported at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Capital Stock, at constant 2011 national prices: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process. Value is set at constant 2011 prices and reported in millions of 2011 US dollars.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP, set at current national prices.<br /> <br /> '''Average Depreciation Rate:''' Rate by which capital stock loses value over time, relative to previous national average capital stock.<br /> <br /> '''Exchange Rate: '''A reported national currency divided by the worth of the US dollar at current period in time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Price level of CCON:''' Shows the price level of real consumption at current purchasing power parity (PPP) rates based on prices at the time. Rank is relative to the US, with USA output-side real GDP at current PPPs in 2011 equaling 1.<br /> <br /> '''Price level of CDA: '''Shows the price level of real domestic absorption at current purchasing power parity (PPP) rates based on prices at the time. Rank is relative to the US, with USA output-side real GDP at current PPPs in 2011 equaling 1.<br /> <br /> '''Price level of CGDPo: '''Shows the price level or output-side real GDP at current purchasing power parity (PPP) rates based on current prices at the time. Rank is relative to the US, with USA output-side real GDP at current PPPs in 2011 equaling 1.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn10|[10]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn11|[11]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn12|[12]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> <br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> = Instructions for pulling PWT data =<br /> &lt;div&gt;<br /> #Go to&amp;nbsp;[http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/].<br /> #Click on the Excel button under the &quot;Download&quot; header.<br /> #This will automatically download the excel sheet containing all of the Penn World Tables data to your computer.&amp;nbsp;<br /> #You will then be able to reference the sheet through your computers download folder.<br /> <br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[4]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[5]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[6]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[7]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[8]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[9]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[10]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[11]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[12]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> &amp;nbsp;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1558 2016-12-12T17:31:01Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[4]]]<br /> <br /> '''Output-side real GDP: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[5]]]<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn3|[6]]]<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn4|[7]]]<br /> <br /> '''Capital Stock: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process.<br /> <br /> '''Total Factor Productivity (TFP): '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn5|[8]]]<br /> <br /> '''Welfare-relevant TFP: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn6|[9]]]<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP.<br /> <br /> '''Average Depreciation Rate: '''Averaged rate by which capital stock loses value over time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn7|[10]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn8|[11]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn9|[12]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> <br /> <br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> = Instructions for pulling PWT data =<br /> &lt;div&gt;<br /> #Go to&amp;nbsp;http://www.rug.nl/ggdc/productivity/pwt/.<br /> #Click on the Excel button under the &quot;Download&quot; header.<br /> #This will automatically download the excel sheet containing all of the Penn World Tables data to your computer.&amp;nbsp;<br /> #You will then be able to reference the sheet through your computers download folder.<br /> <br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[4]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[5]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[6]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[7]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[8]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[9]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[10]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[11]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[12]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> &amp;nbsp;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1557 2016-12-12T15:19:07Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[4]]]<br /> <br /> '''Output-side real GDP: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[5]]]<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn3|[6]]]<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn4|[7]]]<br /> <br /> '''Capital Stock: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process.<br /> <br /> '''Total Factor Productivity (TFP): '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn5|[8]]]<br /> <br /> '''Welfare-relevant TFP: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn6|[9]]]<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP.<br /> <br /> '''Average Depreciation Rate: '''Averaged rate by which capital stock loses value over time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn7|[10]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn8|[11]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn9|[12]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> <br /> <br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> = Instructions for pulling PWT data =<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[4]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[5]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[6]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[7]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[8]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[9]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[10]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[11]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[12]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> &amp;nbsp;&lt;/div&gt;&lt;/div&gt;&lt;/div&gt;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1556 2016-12-12T15:18:14Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[4]]]<br /> <br /> '''Output-side real GDP: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[5]]]<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn3|[6]]]<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn4|[7]]]<br /> <br /> '''Capital Stock: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process.<br /> <br /> '''Total Factor Productivity (TFP): '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn5|[8]]]<br /> <br /> '''Welfare-relevant TFP: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn6|[9]]]<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP.<br /> <br /> '''Average Depreciation Rate: '''Averaged rate by which capital stock loses value over time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn7|[10]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn8|[11]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn9|[12]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> <br /> <br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> = Instructions for pulling PWT data =<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[4]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[5]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[6]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[7]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[8]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[9]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[10]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[11]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[12]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> &amp;nbsp;&lt;/div&gt;&lt;/div&gt;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1555 2016-12-12T15:14:48Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> &lt;br/&gt;<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[1]]]<br /> <br /> '''Output-side real GDP: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[2]]]<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn3|[3]]]<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn4|[4]]]<br /> <br /> '''Capital Stock: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process.<br /> <br /> '''Total Factor Productivity (TFP): '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn5|[5]]]<br /> <br /> '''Welfare-relevant TFP: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn6|[6]]]<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP.<br /> <br /> '''Average Depreciation Rate: '''Averaged rate by which capital stock loses value over time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn7|[7]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn8|[8]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn9|[9]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[4]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[5]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[6]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[7]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[8]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[9]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> &lt;/div&gt;&lt;/div&gt;<br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> = Instructions for pulling PWT data =<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;br/&gt;<br /> <br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[4]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[5]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[6]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[7]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[8]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[9]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> &amp;nbsp;&lt;/div&gt;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1554 2016-12-12T15:13:20Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;/div&gt;<br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[1]]]<br /> <br /> '''Output-side real GDP: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[2]]]<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn3|[3]]]<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn4|[4]]]<br /> <br /> '''Capital Stock: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process.<br /> <br /> '''Total Factor Productivity (TFP): '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn5|[5]]]<br /> <br /> '''Welfare-relevant TFP: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn6|[6]]]<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP.<br /> <br /> '''Average Depreciation Rate: '''Averaged rate by which capital stock loses value over time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn7|[7]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn8|[8]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn9|[9]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[4]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[5]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[6]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[7]]] See [http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[8]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[9]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> &lt;/div&gt;&lt;/div&gt;<br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> = Instructions for pulling PWT data =<br /> <br /> <br /> <br /> <br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/ [1]]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables [2]]<br /> &lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;br/&gt;<br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1460 2016-12-08T17:45:42Z

<p>HoldenFitzgerald: </p> <hr /> <div>= The Penn World Table&amp;nbsp;(PWT) =<br /> <br /> &quot;For over four decades, the Penn World Table (PWT) has been a standard source of data on real GDP across countries. Making use of prices collected across countries in benchmark years by the International Comparisons Program (ICP), and using these prices to construct purchasing-power-parity (PPP) exchange rates, PWT converts gross domestic product (GDP) at national prices to a common currency— US dollars—making them comparable across countries.&quot;[[#_ftn1|[1]]] The Penn World Table version 9.0 is a database with information on relative levels of income, output, input and productivity, covering 182 countries between 1950 and 2014.[[#_ftn2|[2]]] The Penn World Table is currently hosted at the Groningen Growth and Development Centre within the Economics Department of the University of Groningen.[[#_ftn3|[3]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] See [http://www.rug.nl/ggdc/productivity/pwt/]<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] See [http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;/div&gt;&lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] Feenstra, Robert C., Robert Inklaar and Marcel P. Timmer (2015), &quot;The Next Generation of the Penn World Table&quot; American Economic Review, 105(10), 3150-3182, available for download at&amp;nbsp;[http://www.ggdc.net/pwt www.ggdc.net/pwt]<br /> &lt;/div&gt;&lt;/div&gt;<br /> &amp;nbsp;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> <br /> <br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[1]]]<br /> <br /> '''Output-side real GDP: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[2]]]<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn3|[3]]]<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn4|[4]]]<br /> <br /> '''Capital Stock: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process.<br /> <br /> '''Total Factor Productivity (TFP): '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn5|[5]]]<br /> <br /> '''Welfare-relevant TFP: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn6|[6]]]<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP.<br /> <br /> '''Average Depreciation Rate: '''Averaged rate by which capital stock loses value over time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Outlier: '''“Country/year information in which relative prices and (sometimes) relative income take on values that are hard to reconcile with ICP benchmark information.”[[#_ftn7|[7]]]<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn8|[8]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn9|[9]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[4]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[5]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[6]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[7]]] See http://www.rug.nl/ggdc/docs/user_guide_to_pwt90_data_files.pdf<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[8]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn9&quot;&gt;<br /> [[#_ftnref9|[9]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> &lt;/div&gt;&lt;/div&gt;<br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1459 2016-12-08T17:19:37Z

<p>HoldenFitzgerald: </p> <hr /> <div>&lt;span style=&quot;background-color:#FFFF00;&quot;&gt;&amp;nbsp;What is PWT? Where does it come from? Who makes it?&amp;nbsp;&lt;/span&gt;<br /> <br /> = Availability =<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> = Data Source =<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;&lt;/span&gt;<br /> = Definitions =<br /> <br /> '''Expenditure-side real GDP: '''The expenditure-side of calculating GDP is a method which sums together consumption, investment, government spending, and net exports. Then adjusted for inflation to yield real GDP. Penn World Tables use expenditure-side real GDP in order to compare standards of living across multiple countries and times.[[#_ftn1|[1]]]<br /> <br /> '''Output-side real GDP: '''An expenditure-based real GDP calculation. Penn World Tables use output-side real GDP in order to compare productive capacity across multiple countries and times.[[#_ftn2|[2]]]<br /> <br /> '''Persons engaged: '''Defined by the Penn World Tables as persons over the age of 15, who during the reference week worked at least one hour at a job, or were not at work but had a job or business that they were temporarily absent from.[[#_ftn3|[3]]]<br /> <br /> '''Human Capital Index: '''Provides an index of human capital per person which is based on average years of schooling and the return to education.[[#_ftn4|[4]]]<br /> <br /> '''Capital Stock: '''The total worth of plants, equipment and machinery that is used to assist labor in the production process.<br /> <br /> '''Total Factor Productivity (TFP): '''The portion of output that is not explained by the amount of input used in production. Therefore, it is determined by how efficient the total inputs are used in production.[[#_ftn5|[5]]]<br /> <br /> '''Welfare-relevant TFP: '''Determined using prices and quantities as viewed by consumers rather than firms. Thus, is found using after-tax wages and rental rates. The results can then be used to find welfare gaps and growth rates across countries.[[#_ftn6|[6]]]<br /> <br /> '''Real Consumption: '''The final purchase of goods and services by individual consumers, factoring in inflation to find real income.<br /> <br /> '''Share of Labor Compensation in real GDP: '''Reports the total share of labor compensation through wages in calculated real GDP.<br /> <br /> '''Average Depreciation Rate: '''Averaged rate by which capital stock loses value over time.<br /> <br /> '''Price Level: '''The average price of goods and services produced in an economy. This gives a static picture of the price of a good or service at a certain moment in time.<br /> <br /> '''Extrapolate:''' Defined by Miriam Webster as, '''“'''to project, extend, or expand (known data or experience) into an area not known or experienced so as to arrive at a usually conjectural knowledge of the unknown area.”<br /> <br /> '''Benchmark: '''Defined by Miriam Webster as, “something that serves as a standard by which others may be measured or judged.”<br /> <br /> '''Interpolate:''' Defined by Miriam Webster as, “to estimate values of (data or function) between two known values.”<br /> <br /> '''Expenditure Share: '''Defined by the English Encyclopedia as, “the fraction of expenditure that is spent on a certain good or purpose.”<br /> <br /> '''Statistical Capacity Indicator: '''“Provides an index of the statistical capacity of nation based on a scale of 0-100, with 0=weak statistical capacity and 100=high statistical capacity. Statistical capacity is the ability of countries to meet user needs for good quality statistics, typically those statistics that are considered to be ‘official’ (ie, those statistics produced by governments as a public good). The measure is sourced from the World Bank.”[[#_ftn7|[7]]]<br /> <br /> '''Capital Formation: '''Describes the net capital accumulation during an accounting period for a particular country.[[#_ftn8|[8]]]<br /> &lt;div&gt;&lt;br/&gt;<br /> ----<br /> &lt;div id=&quot;ftn1&quot;&gt;<br /> [[#_ftnref1|[1]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn2&quot;&gt;<br /> [[#_ftnref2|[2]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn3&quot;&gt;<br /> [[#_ftnref3|[3]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn4&quot;&gt;<br /> [[#_ftnref4|[4]]] Ibid.<br /> &lt;/div&gt;&lt;div id=&quot;ftn5&quot;&gt;<br /> [[#_ftnref5|[5]]] Comin. 2006. “Total Factor Productivity.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn6&quot;&gt;<br /> [[#_ftnref6|[6]]] Bascu, Pascali. 2012. “Productivity and the Welfare of Nations.”<br /> &lt;/div&gt;&lt;div id=&quot;ftn7&quot;&gt;<br /> [[#_ftnref7|[7]]] See [http://data-planet.libguides.com/PennWorldTables http://data-planet.libguides.com/PennWorldTables]<br /> &lt;/div&gt;&lt;div id=&quot;ftn8&quot;&gt;<br /> [[#_ftnref8|[8]]] See [http://www.investopedia.com/terms/c/capital-formation.asp http://www.investopedia.com/terms/c/capital-formation.asp]<br /> <br /> &amp;nbsp;<br /> &lt;/div&gt;&lt;/div&gt;&lt;span style=&quot;background-color:#FFFF00;&quot;&gt;&lt;/span&gt;<br /> = Series Available =<br /> <br /> == &lt;var&gt;Identifier Variables&lt;/var&gt; ==<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> == &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ==<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> == &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ==<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> == National accounts-based variables ==<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> == Exchange rates and GDP price levels ==<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> == Data information variables ==<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> == Shares in output-side real GDP at current PPPs ==<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> == Price levels, expenditures categories and capital ==<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> = Series pulled for the EconDash =<br /> <br /> &lt;span style=&quot;background-color:#FFFF00;&quot;&gt;Which series were pulled for the EconDash? All of the ones above? How many total?&lt;/span&gt;<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1435 2016-12-07T17:15:33Z

<p>HoldenFitzgerald: </p> <hr /> <div>Penn World Table Documentation<br /> <br /> &amp;nbsp;<br /> <br /> Availability<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> &amp;nbsp;<br /> <br /> Data Source<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> &amp;nbsp;<br /> <br /> Series Available<br /> <br /> &amp;nbsp;Reported Series<br /> <br /> &lt;var&gt;Identifier Variables&lt;/var&gt;<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt;<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt;<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> ''National accounts-based variables''<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> ''Exchange rates and GDP price levels''<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> ''Data information variables''<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> ''Shares in output-side real GDP at current PPPs''<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> ''Price levels, expenditures categories and capital''<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1434 2016-12-07T17:14:44Z

<p>HoldenFitzgerald: </p> <hr /> <div>Penn World Table Documentation<br /> <br /> &amp;nbsp;<br /> <br /> Availability<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> &amp;nbsp;<br /> <br /> Data Source<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> &amp;nbsp;<br /> <br /> Series Available<br /> <br /> &amp;nbsp;Reported Series<br /> <br /> &lt;var&gt;Identifier Variables&lt;/var&gt;<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> ==== &lt;var&gt;Real GDP, employment and population levels&lt;/var&gt; ====<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> ==== &lt;var&gt;Current price GDP, capital and TFP&lt;/var&gt; ====<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> ''National accounts-based variables''<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> ''Exchange rates and GDP price levels''<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> ''Data information variables''<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> ''Shares in output-side real GDP at current PPPs''<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> ''Price levels, expenditures categories and capital''<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Talk:Penn_World_Tables_(PWT)&diff=1433 2016-12-07T17:11:56Z

<p>HoldenFitzgerald: Blanked the page</p> <hr /> <div></div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Penn_World_Tables_(PWT)&diff=1432 2016-12-07T17:11:24Z

<p>HoldenFitzgerald: Documentation of the Penn World Table version 9.0</p> <hr /> <div>Penn World Table Documentation<br /> <br /> &amp;nbsp;<br /> <br /> Availability<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> &amp;nbsp;<br /> <br /> Data Source<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> &amp;nbsp;<br /> <br /> Series Available<br /> <br /> &amp;nbsp;Reported Series<br /> <br /> ''Identifier Variables''<br /> <br /> #Country Code&amp;nbsp;<br /> ##Using 3-letter ISO country code<br /> #Country Name<br /> #Currency Unit<br /> #Year<br /> <br /> ==== Real GDP, employment and population levels ====<br /> <br /> #Expenditure-side real GDP<br /> ##At chained PPPs<br /> #Output-side real GDP<br /> ##At chained PPPs<br /> #Population<br /> #Number of Persons Engaged<br /> ##178 countries reporting<br /> #Average annual hours worked by persons engaged<br /> ##70 countries reporting<br /> #Human Capital Index<br /> ##Based on years of schooling and returns to education<br /> ##145 countries reporting<br /> <br /> ==== Current price GDP, capital and TFP ====<br /> <br /> #Real consumption of households and government<br /> ##At current PPPs<br /> #Real domestic absorption<br /> ##Sum of real consumption and investment, at current PPPs<br /> #Expenditure-side real GDP<br /> ##At current PPPs<br /> #Output-side real GDP<br /> ##At current PPPs<br /> #Capital stock<br /> ##At current PPPs<br /> ##180 countries reporting<br /> #TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> #Welfare relevant TFP level<br /> ##At current PPPs<br /> ##113 countries reporting<br /> <br /> ''National accounts-based variables''<br /> <br /> #Real GDP<br /> ##At constant 2011 national prices<br /> #Real consumption<br /> ##At constant 2011 national prices<br /> #Real domestic absorption<br /> ##At constant 2011 national prices<br /> #Capital stock<br /> ##At constant 2011 national prices<br /> ##180 countries reporting<br /> #TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Welfare relevant TFP level<br /> ##At constant 2011 national prices<br /> ##116 countries reporting<br /> #Share of labor compensation in GDP<br /> ##At current national prices<br /> ##133 countries reporting<br /> #Average depreciation of capital stock<br /> ##180 countries reporting<br /> <br /> ''Exchange rates and GDP price levels''<br /> <br /> #Exchange rate<br /> ##Quotient of national currency divided by the US dollar (market+estimated)<br /> #Price level of real consumption of households and government<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011 =1<br /> #Price level of real domestic absorption<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> #Price level of output-side real GDP<br /> ##Quotient of PPP divided by exchange rate, price level of USA in 2011=1<br /> <br /> ''Data information variables''<br /> <br /> #Relative price data for consumption, investment and government<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Relative price data for exports and imports<br /> ##Extrapolated=0, Benchmark=1, Interpolated=2<br /> #Exchange rate<br /> ##Market-based=0, Estimated=1<br /> #Observation of price level of expenditure-side or output-side GDP<br /> ##Not an outlier=0, Outlier=1<br /> #Correlation between expenditure shares of the country and the US<br /> ##Benchmark observations only<br /> #Statistical capacity indicator<br /> ##Sourced from the World Bank, only for developing countries<br /> ##131 countries reporting<br /> <br /> ''Shares in output-side real GDP at current PPPs''<br /> <br /> #Share of household consumption<br /> ##At current PPPs<br /> #Share of gross capital formation<br /> ##At current PPPs<br /> #Share of government consumption<br /> ##At current PPPs<br /> #Share of merchandise exports<br /> ##At current PPPs<br /> #Share of merchandise imports<br /> ##At current PPPs<br /> #Share of residual trade and GDP statistical discrepancy<br /> ##At current PPPs<br /> <br /> ''Price levels, expenditures categories and capital''<br /> <br /> #Price level of household consumption<br /> ##Price level of US in 2011=1<br /> #Price level of capital formation<br /> ##Price level of US in 2011=1<br /> #Price level of government consumption<br /> ##Price level of US in 2011=1<br /> #Price level of exports<br /> ##Price level of US in 2011=1<br /> #Price level of imports<br /> ##Price level of US in 2011=1<br /> #Price level of the capital stock<br /> ##Price level of US in 2011=1<br /> <br /> <br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=File:Penn_World_Table_Documentation.docx&diff=1427 2016-12-07T16:53:23Z

<p>HoldenFitzgerald: </p> <hr /> <div></div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Talk:Penn_World_Tables_(PWT)&diff=1426 2016-12-07T16:51:09Z

<p>HoldenFitzgerald: </p> <hr /> <div>Penn World Table Documentation<br /> <br /> &amp;nbsp;<br /> <br /> Availability<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> &amp;nbsp;<br /> <br /> Data Source<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> &amp;nbsp;<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> Series Available<br /> <br /> &amp;nbsp;<br /> <br /> Reported Series<br /> <br /> ''Identifier Variables''<br /> <br /> #Country Code&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Using 3-letter ISO country codes&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Country Name&lt;/li&gt;<br /> &lt;li&gt;Currency Unit&lt;/li&gt;<br /> &lt;li&gt;Year&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Real GDP, employment and population levels''<br /> <br /> #Expenditure-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At chained PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Output-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At chained PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Population&lt;/li&gt;<br /> &lt;li&gt;Number of Persons Engaged&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;178 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Average annual hours worked by persons engaged&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;70 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Human Capital Index&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Based on years of schooling and returns to education&lt;/li&gt;<br /> &lt;li&gt;145 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Current price GDP, capital and TFP''<br /> <br /> #Real consumption of households and government&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Real domestic absorption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Sum of real consumption and investment, at current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Expenditure-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Output-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;li&gt;180 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;li&gt;113 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Welfare relevant TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;li&gt;113 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''National accounts-based variables''<br /> <br /> #Real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Real consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Real domestic absorption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;li&gt;180 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;li&gt;116 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Welfare relevant TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;li&gt;116 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of labor compensation in GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current national prices&lt;/li&gt;<br /> &lt;li&gt;133 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Average depreciation of capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;180 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Exchange rates and GDP price levels''<br /> <br /> #Exchange rate&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of national currency divided by the US dollar (market+estimated)&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Price level of real consumption of households and government&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of PPP divided by exchange rate, price level of USA in 2011 =1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of real domestic absorption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of PPP divided by exchange rate, price level of USA in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of output-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of PPP divided by exchange rate, price level of USA in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Data information variables''<br /> <br /> #Relative price data for consumption, investment and government&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Extrapolated=0, Benchmark=1, Interpolated=2&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Relative price data for exports and imports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Extrapolated=0, Benchmark=1, Interpolated=2&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Exchange rate&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Market-based=0, Estimated=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Observation of price level of expenditure-side or output-side GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Not an outlier=0, Outlier=1&amp;nbsp;&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Correlation between expenditure shares of the country and the US&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Benchmark observations only&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Statistical capacity indicator&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Sourced from the World Bank, only for developing countries&lt;/li&gt;<br /> &lt;li&gt;131 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Shares in output-side real GDP at current PPPs''<br /> <br /> #Share of household consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Share of gross capital formation&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of government consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of merchandise exports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of merchandise imports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of residual trade and GDP statistical discrepancy&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Price levels, expenditures categories and capital''<br /> <br /> #Price level of household consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Price level of capital formation&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of government consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of exports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of imports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of the capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

HoldenFitzgerald https://pardeewiki.du.edu//index.php?title=Talk:Penn_World_Tables_(PWT)&diff=1425 2016-12-07T16:47:27Z

<p>HoldenFitzgerald: Created page with &quot;Penn World Table Documentation &amp;nbsp; Availability The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not repor...&quot;</p> <hr /> <div>Penn World Table Documentation<br /> <br /> &amp;nbsp;<br /> <br /> Availability<br /> <br /> The data is currently available for the years 1950 through 2014 for 182 different countries. Varying series are not reported for all 182 countries. In the Series Available section reported series will be assumed to be reported for all 182 countries unless otherwise indicated. Varying series are also not reported for the full time range of 1950 through 2014. There is no set interval which dictates when the next release of the Penn World Table data will be.<br /> <br /> &amp;nbsp;<br /> <br /> Data Source<br /> <br /> The data and metadata is available here: [http://www.rug.nl/ggdc/productivity/pwt/ http://www.rug.nl/ggdc/productivity/pwt/]<br /> <br /> &amp;nbsp;<br /> <br /> *Certain series in the data are reported in chained PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in current PPPs, these PPPs are in millions of 2011 US Dollars.<br /> *Certain series in the data are reported in constant 2011 national prices, these prices are in millions of 2011 US Dollars.<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> Series Available<br /> <br /> &amp;nbsp;<br /> <br /> Reported Series<br /> <br /> ''Identifier Variables''<br /> <br /> #Country Code&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Using 3-letter ISO country codes&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Country Name&lt;/li&gt;<br /> &lt;li&gt;Currency Unit&lt;/li&gt;<br /> &lt;li&gt;Year&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Real GDP, employment and population levels''<br /> <br /> #Expenditure-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At chained PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Output-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At chained PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Population&lt;/li&gt;<br /> &lt;li&gt;Number of Persons Engaged&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;178 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Average annual hours worked by persons engaged&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;70 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Human Capital Index&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Based on years of schooling and returns to education&lt;/li&gt;<br /> &lt;li&gt;145 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Current price GDP, capital and TFP''<br /> <br /> #Real consumption of households and government&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Real domestic absorption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Sum of real consumption and investment, at current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> #Expenditure-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Output-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;li&gt;180 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;li&gt;113 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Welfare relevant TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;li&gt;113 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''National accounts-based variables''<br /> <br /> #Real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Real consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Real domestic absorption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;li&gt;180 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;li&gt;116 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Welfare relevant TFP level&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At constant 2011 national prices&lt;/li&gt;<br /> &lt;li&gt;116 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of labor compensation in GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current national prices&lt;/li&gt;<br /> &lt;li&gt;133 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Average depreciation of capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;180 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Exchange rates and GDP price levels''<br /> <br /> #Exchange rate&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of national currency divided by the US dollar (market+estimated)&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Price level of real consumption of households and government&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of PPP divided by exchange rate, price level of USA in 2011 =1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of real domestic absorption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of PPP divided by exchange rate, price level of USA in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of output-side real GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Quotient of PPP divided by exchange rate, price level of USA in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Data information variables''<br /> <br /> #Relative price data for consumption, investment and government&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Extrapolated=0, Benchmark=1, Interpolated=2&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Relative price data for exports and imports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Extrapolated=0, Benchmark=1, Interpolated=2&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Exchange rate&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Market-based=0, Estimated=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> &amp;nbsp;<br /> <br /> #Observation of price level of expenditure-side or output-side GDP&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Not an outlier=0, Outlier=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/ol&gt;<br /> <br /> &amp;nbsp;<br /> <br /> #Correlation between expenditure shares of the country and the US&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Benchmark observations only&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Statistical capacity indicator&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Sourced from the World Bank, only for developing countries&lt;/li&gt;<br /> &lt;li&gt;131 countries reporting&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Shares in output-side real GDP at current PPPs''<br /> <br /> #Share of household consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Share of gross capital formation&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of government consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of merchandise exports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of merchandise imports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Share of residual trade and GDP statistical discrepancy&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;At current PPPs&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> ''Price levels, expenditures categories and capital''<br /> <br /> #Price level of household consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;li&gt;Price level of capital formation&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of government consumption&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of exports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of imports&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;li&gt;Price level of the capital stock&lt;ol style=&quot;list-style-type:lower-alpha;&quot;&gt;<br /> &lt;li&gt;Price level of US in 2011=1&lt;/li&gt;<br /> &lt;/ol&gt;&lt;/li&gt;<br /> &lt;/ol&gt;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;<br /> <br /> &amp;nbsp;</div>

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