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	<updated>2026-04-25T21:11:08Z</updated>
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		<id>https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9563</id>
		<title>Core Series</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9563"/>
		<updated>2022-08-24T21:35:21Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: Completed instructions for Population pull&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== &amp;lt;big&amp;gt;&#039;&#039;&#039;GDP and GDPPC&#039;&#039;&#039;&amp;lt;/big&amp;gt; ==&lt;br /&gt;
Quarterly, we update the GDP series in IFs by using a special process that involves pulling data from the WB and the IMF. It is special as the GDP values we have in IFs are based on constant 2011 prices, whereas World Bank is based on constant 2010 prices. The IMF updates its forecasts in its World Economic Outlook publication in October and January (Full Release) and in April and July (revisions).  &lt;br /&gt;
&lt;br /&gt;
If one country has a different WB historical value, all countries must be updated. Why? (1) We do not necessarily know which country’s historical series was revised. (2) If we have a method to update one or do not know which changed, we update all anyway. &lt;br /&gt;
&lt;br /&gt;
GDP is a key economic series in IFs, so it’s &#039;&#039;&#039;ESSENTIAL&#039;&#039;&#039; the puller and vet person do this process carefully and have a full understanding of the process. Thus, we document. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;For this process, you will require three sources:&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* Primary Source: WB World Development Indicator (WDI) &lt;br /&gt;
** GDP in US Current $ &lt;br /&gt;
** GDP Growth (Annual %) [Based on Constant Price]&lt;br /&gt;
&lt;br /&gt;
* Secondary &amp;amp; Forecasting Source: IMF World Economic Outlook (WEO) &lt;br /&gt;
** GDP in US Current $&lt;br /&gt;
** GDP Growth [Based on Constant Price] &lt;br /&gt;
&lt;br /&gt;
* 3rd Source: IFs  &lt;br /&gt;
** GDP Growth Rates (Still Constant Price) &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;Use of the Three Sources:&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;WB GDP in US Current $&#039;&#039;&#039;&lt;br /&gt;
** We use WB GDP values in current $ as the primary source to establish the 2011 constant $ GDP base. This means that we start by pulling the most up to date GDP value for the year 2011 for all countries. From here, we apply GDP growth rates to the 2011 GDP value both into the future and historically. If the WB does not have 2011 GDP data for certain countries, use IMF values, if there are no IMF values, we pull from IFs.  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;WB GDP Growth (Annual %) Constant Price&#039;&#039;&#039;&lt;br /&gt;
** We use WB GDP growth as the primary source for calculating GDP values both into the future and historically. The WB has GDP growth data from 1960 to the current year -1 (EX: if it is 2021, the WB will have data from 1960-2020). In IFs, we also collect data from 1960. However, WB temporal coverage will be different depending on the country (i.e. not all countries will have data back to 1960). If a country does not have full coverage, use IMF GDP growth rates. Though, the IMF only has historical values back to 1980, therefore, we use IFs GDP growth rates to cover the rest of the missing historical values.  &lt;br /&gt;
** &amp;lt;u&amp;gt;NOTE&amp;lt;/u&amp;gt;: not all countries will have data back to 1960, this is because some countries did not exist until later in time. For these countries, we simply leave those historical values empty. Examples of such countries include (but are not limited to) Samoa, Timor-Leste, UAE, Kosovo.  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IMF GDP in US Current $&#039;&#039;&#039;&lt;br /&gt;
** As stated above, we use IMF GDP in US Current $ for those countries that are not covered or are missing from the WB. For example, the WB does not have data for Taiwan. In this case, you would use the 2011 Current GDP value from the IMF to establish the base.&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IMF GDP Growth (Annual %) Constant Price&#039;&#039;&#039;&lt;br /&gt;
** As stated above, we use IMF GDP growth rates as a secondary source when the WB does not have data both into the future and historically. We use IMF growth rates starting from the last available year from the WB (EX: if WB ends in 2018, start 2019 with IMF growth rate OR if WB ends in 1999, start in 1998 with IMF growth rate)&lt;br /&gt;
** The IMF also publishes forecasts of GDP growth rates 5 years into the future (EX: if it is 2021, they have GDP growth rates into 2026). We want to include these forecasts in our data. This is where it can get tricky. The IMF updates its forecasts for big economies twice a year (in April and July). These updates are only for big economies (usually around 30 countries) and only include revisions for the next 2 years. Going back to our example, if IMF releases forecasts for 2022-20226, the years 2022 and 2023 will be updated twice a year, but the following growth rates remain the same. Be careful when updating forecasts and remember to check for IMF revisions.  &lt;br /&gt;
** If there are not IMF values (i.e., North Korea and Syria) then find a source with a value (i.e., CIA Factbook). We use that source to fill-in the missing data and extrapolate, assuming say, no growth is occurring in Syria at all. Reliable ones are hard to come across, for these, but we still want to have values at least in IFs.&lt;br /&gt;
&#039;&#039;&#039;&#039;&#039;* BE CAREFUL, IMF and WB have different country concordances! *&#039;&#039;&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IFs GDP and Growth Rates&#039;&#039;&#039;&lt;br /&gt;
** We use IFs GDP values when the WB and IMF do not have coverage for a country when establishing the 2011 base. This is very rare, the rule of thumb is that we trust the WB, then the IMF, and IFs as a last resort.&lt;br /&gt;
**We use IFs GDP growth rates when the WB and IMF do not have historical coverage (typically used for 1960-1980 because IMF data ends in 1980). IFs does not have a historical GDP growth variable from which we can pull data directly. However, we can calculate growth rates from the historical GDP values. To do this, you want to navigate to Flexible Displays and select Display Format form the menu then Use All Available Historical Data.&lt;br /&gt;
[[File:Image1.png|border|frameless|380x380px|center]]&lt;br /&gt;
&lt;br /&gt;
* Next, choose the variable “GDP (MER), History and Forecast – Billion dollars”. This variable is based on seriesGDP2011. To check that you are pulling the proper data, select List Features then Explain List and make sure that the Historic Analog reads GDP2011.&lt;br /&gt;
[[File:Image2.png|border|center|frameless|660x660px]]&lt;br /&gt;
* We only want to use data, so make sure your horizon is not set into the future as you will not need this data (TIP: data in IFs appears in blue and forecasts are in black, so you will be able to tell when data ends and forecasts begin). Now, select all the countries and view the data in a Table. The table is now displaying GDP values. In order to get GDP growth, we need to know the percent change from year to year. IFs can calculate this for you, select Display Options then Percent. Now your dataset is complete. From here, you can save the data as a file or copy and paste from your clipboard into an excel.  &lt;br /&gt;
[[File:Image3.png|border|center|frameless|454x454px]]&lt;br /&gt;
&#039;&#039;Let us first consider an example to assess our understanding:&#039;&#039;&lt;br /&gt;
[[File:Image4.png|border|center|frameless|637x637px]]&lt;br /&gt;
This is an example of Afghanistan. We see the GDP (current US$) for Afghanistan is $19.76 billion in 2015. The GDP Growth (annual %) for Afghanistan is 1.451% in 2015 and 2.260% in 2016. Given that the value for Afghanistan is $19.76 billion, we calculate the 2016 value as 20.206 billion and the 2014 value for 19.477 billion (as shown above).&lt;br /&gt;
&lt;br /&gt;
You can check to make sure that you’ve done the calculation properly by calculating the growth rate. The growth rate that you calculate should equal the growth rate from whichever source it was pulled (WB, IMF, or IFs).&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;This is the approach we follow.&#039;&#039;&#039; We find GDP (current US$) in 2011 for each country (from WB current GDP). Then, use the GDP growth as annual % for 1960-2010 and 2011 to (Current Year-1), to calculate GDP (constant US$ based on 2011).&lt;br /&gt;
&lt;br /&gt;
We use the IMF projections for our country GDP forecast values (typically 5 years into the future). Why can we do this? Regardless, of the base year, the growth rate should not change. Why is that true? Think of the base year, as a year (or index) that we want to compare changes to. The level of that index shifts to a different comparison year, the rates of growth do not change.&lt;br /&gt;
&lt;br /&gt;
Therefore, this whole process of updating GDP in IFs will work even if we change the base year. For example, if we switch to GDP at 2015’s constant price instead of 2011’s constant price, the first step of taking WB values would switch to taking 2015’s GDP current price for all countries as opposed to 2011’s.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;You think you get it?&#039;&#039;&#039; Try Afghanistan first. Verify. If you get it right, great work! Apply that method to all. The final deliverable should be a series with a GDP value for every country in Constant 2011 price.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;How would someone vet?&#039;&#039;&#039; (1) Replicating the procedure for a handful of random countries. If these random countries are right, they probably are all right. However, you want to pay special close attention to the forecasts of the big economy countries that are updated by the IMF twice a year as these are the most complicated calculations. Follow typical vetting checks. (2) Vetting new series against old historical series in IFs.  &lt;br /&gt;
&lt;br /&gt;
The project supervisor then updates all the scenario files.&lt;br /&gt;
&lt;br /&gt;
We &#039;&#039;&#039;repeat&#039;&#039;&#039; this logic for 2011 PCPP GDP. Do not fear, however, as it’s easier. For this one, we get the 2011 values, then the growth rates, and use that to calculate the GDP values (constant 2011). There are no forecasts, as PCPP is not commonly forecasted. &lt;br /&gt;
== &#039;&#039;&#039;POPULATION&#039;&#039;&#039; ==&lt;br /&gt;
&lt;br /&gt;
Every two years, we update the population series in IFs by pulling data from the UN World Population Prospects. The UN updates this data biannually so we can expect to go through this process every two years. &lt;br /&gt;
&lt;br /&gt;
As for all core series, every country must have a value for every year so it is important to check the data for any missing values before importing the series. Should you see missing data in any given year for any given country, you must find an alternative source to fill in the missing data. As of 2022, the UN has complete data for each country and year starting in 1950. &lt;br /&gt;
&lt;br /&gt;
To find population data navigate to the [https://population.un.org/wpp/ UN World Population Prospects page]. Locate the Data tab, then select Data Portal. This will bring you to the UN Population Division Data Portal where you can search for various population-related variables. For the Indicator select &amp;quot;Total Population by Sex&amp;quot;, for Location select &amp;quot;Alphabetical&amp;quot; then click &amp;quot;select all&amp;quot; to check all countries. For the Data Range, we want all data available so select the earliest possible data (1950) to the current year. Once you have chosen all your parameters, click &amp;quot;Get Started and Search&amp;quot;. This should generate the specified data in a table (see image below). To download the data, select &amp;quot;Export&amp;quot; and &amp;quot;Excel 2007+ (.xlsx)&amp;quot;. &lt;br /&gt;
[[File:Image5.png|border|center|frameless|751x751px]]&lt;br /&gt;
Once you have the data download you can go through the regular steps of importing a series. Start with a country concordance table and double check that all IFs countries are included in the dataset. &#039;&#039;&#039;ALL COUNTRIES MUST BE IN THE SERIES&#039;&#039;&#039;. If a country is missing, you will need to find an alternative data source. Next, you will need to check that there is data for every year. &#039;&#039;&#039;ALL YEARS MUST HAVE DATA&#039;&#039;&#039;. If there are years missing for any given country, you will need to find an alternative data source. &lt;br /&gt;
&lt;br /&gt;
After checking that all countries and years are accounted for you may proceed importing the series via the normal process. &lt;br /&gt;
== &#039;&#039;&#039;LAND AREA&#039;&#039;&#039; ==&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=File:Image5.png&amp;diff=9562</id>
		<title>File:Image5.png</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=File:Image5.png&amp;diff=9562"/>
		<updated>2022-08-24T21:29:48Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Image5&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9559</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9559"/>
		<updated>2022-08-24T20:15:24Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series|(NEW) Master Sheet of Tables Series (A - GDP)]]&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series (GE-Z)|(NEW) Master Sheet of Tables Series (GEM - Z)]]&lt;br /&gt;
*[[Pulling Core Series]]&lt;br /&gt;
*[[Pulling Other Series]]&lt;br /&gt;
*[[(NEW) Country Concordance]]&lt;br /&gt;
*[[(NEW) Series Name]]&lt;br /&gt;
*[[(NEW) Tutorial Series Name]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9557</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9557"/>
		<updated>2022-08-24T19:59:24Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series|(NEW) Master Sheet of Tables Series (A - GDP)]]&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series (GE-Z)|(NEW) Master Sheet of Tables Series (GEM - Z)]]&lt;br /&gt;
*[[Pulling Core Series]]&lt;br /&gt;
*[[Pulling Other Series]]&lt;br /&gt;
*[[(NEW) Country Concordance]]&lt;br /&gt;
*[[(NEW) Series Name]]&lt;br /&gt;
*[[(NEW) Tutorial Series Name]]&lt;br /&gt;
*[[World Value Survey]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Pulling_Other_Series&amp;diff=9556</id>
		<title>Pulling Other Series</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Pulling_Other_Series&amp;diff=9556"/>
		<updated>2022-08-24T19:58:22Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: added text&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Most of the data for series in IFs come from open-source data queries found online. This page contains a list of the sources from which we pull data and how to navigate them. &lt;br /&gt;
&lt;br /&gt;
* World Value Survey&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Pulling_Other_Series&amp;diff=9555</id>
		<title>Pulling Other Series</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Pulling_Other_Series&amp;diff=9555"/>
		<updated>2022-08-24T19:54:04Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: Created blank page&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9554</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9554"/>
		<updated>2022-08-24T19:53:50Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series|(NEW) Master Sheet of Tables Series (A - GDP)]]&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series (GE-Z)|(NEW) Master Sheet of Tables Series (GEM - Z)]]&lt;br /&gt;
*[[Pulling Core Series]]&lt;br /&gt;
*[[Pulling Other Series]]&lt;br /&gt;
*[[(NEW) Country Concordance]]&lt;br /&gt;
*[[(NEW) Series Name]]&lt;br /&gt;
*[[(NEW) Tutorial Series Name]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9553</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9553"/>
		<updated>2022-08-24T19:53:17Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series|(NEW) Master Sheet of Tables Series (A - GDP)]]&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series (GE-Z)|(NEW) Master Sheet of Tables Series (GEM - Z)]]&lt;br /&gt;
*[[Pulling Core Series]]&lt;br /&gt;
*[[(NEW) Country Concordance]]&lt;br /&gt;
*[[(NEW) Series Name]]&lt;br /&gt;
*[[(NEW) Tutorial Series Name]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9552</id>
		<title>Core Series</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9552"/>
		<updated>2022-08-24T19:51:10Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: fixed images&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== &amp;lt;big&amp;gt;&#039;&#039;&#039;GDP and GDPPC&#039;&#039;&#039;&amp;lt;/big&amp;gt; ==&lt;br /&gt;
Quarterly, we update the GDP series in IFs by using a special process that involves pulling data from the WB and the IMF. It is special as the GDP values we have in IFs are based on constant 2011 prices, whereas World Bank is based on constant 2010 prices. The IMF updates its forecasts in its World Economic Outlook publication in October and January (Full Release) and in April and July (revisions).  &lt;br /&gt;
&lt;br /&gt;
If one country has a different WB historical value, all countries must be updated. Why? (1) We do not necessarily know which country’s historical series was revised. (2) If we have a method to update one or do not know which changed, we update all anyway. &lt;br /&gt;
&lt;br /&gt;
GDP is a key economic series in IFs, so it’s &#039;&#039;&#039;ESSENTIAL&#039;&#039;&#039; the puller and vet person do this process carefully and have a full understanding of the process. Thus, we document. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;For this process, you will require three sources:&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* Primary Source: WB World Development Indicator (WDI) &lt;br /&gt;
** GDP in US Current $ &lt;br /&gt;
** GDP Growth (Annual %) [Based on Constant Price]&lt;br /&gt;
&lt;br /&gt;
* Secondary &amp;amp; Forecasting Source: IMF World Economic Outlook (WEO) &lt;br /&gt;
** GDP in US Current $&lt;br /&gt;
** GDP Growth [Based on Constant Price] &lt;br /&gt;
&lt;br /&gt;
* 3rd Source: IFs  &lt;br /&gt;
** GDP Growth Rates (Still Constant Price) &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;Use of the Three Sources:&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;WB GDP in US Current $&#039;&#039;&#039;&lt;br /&gt;
** We use WB GDP values in current $ as the primary source to establish the 2011 constant $ GDP base. This means that we start by pulling the most up to date GDP value for the year 2011 for all countries. From here, we apply GDP growth rates to the 2011 GDP value both into the future and historically. If the WB does not have 2011 GDP data for certain countries, use IMF values, if there are no IMF values, we pull from IFs.  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;WB GDP Growth (Annual %) Constant Price&#039;&#039;&#039;&lt;br /&gt;
** We use WB GDP growth as the primary source for calculating GDP values both into the future and historically. The WB has GDP growth data from 1960 to the current year -1 (EX: if it is 2021, the WB will have data from 1960-2020). In IFs, we also collect data from 1960. However, WB temporal coverage will be different depending on the country (i.e. not all countries will have data back to 1960). If a country does not have full coverage, use IMF GDP growth rates. Though, the IMF only has historical values back to 1980, therefore, we use IFs GDP growth rates to cover the rest of the missing historical values.  &lt;br /&gt;
** &amp;lt;u&amp;gt;NOTE&amp;lt;/u&amp;gt;: not all countries will have data back to 1960, this is because some countries did not exist until later in time. For these countries, we simply leave those historical values empty. Examples of such countries include (but are not limited to) Samoa, Timor-Leste, UAE, Kosovo.  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IMF GDP in US Current $&#039;&#039;&#039;&lt;br /&gt;
** As stated above, we use IMF GDP in US Current $ for those countries that are not covered or are missing from the WB. For example, the WB does not have data for Taiwan. In this case, you would use the 2011 Current GDP value from the IMF to establish the base.&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IMF GDP Growth (Annual %) Constant Price&#039;&#039;&#039;&lt;br /&gt;
** As stated above, we use IMF GDP growth rates as a secondary source when the WB does not have data both into the future and historically. We use IMF growth rates starting from the last available year from the WB (EX: if WB ends in 2018, start 2019 with IMF growth rate OR if WB ends in 1999, start in 1998 with IMF growth rate)&lt;br /&gt;
** The IMF also publishes forecasts of GDP growth rates 5 years into the future (EX: if it is 2021, they have GDP growth rates into 2026). We want to include these forecasts in our data. This is where it can get tricky. The IMF updates its forecasts for big economies twice a year (in April and July). These updates are only for big economies (usually around 30 countries) and only include revisions for the next 2 years. Going back to our example, if IMF releases forecasts for 2022-20226, the years 2022 and 2023 will be updated twice a year, but the following growth rates remain the same. Be careful when updating forecasts and remember to check for IMF revisions.  &lt;br /&gt;
** If there are not IMF values (i.e., North Korea and Syria) then find a source with a value (i.e., CIA Factbook). We use that source to fill-in the missing data and extrapolate, assuming say, no growth is occurring in Syria at all. Reliable ones are hard to come across, for these, but we still want to have values at least in IFs.&lt;br /&gt;
&#039;&#039;&#039;&#039;&#039;* BE CAREFUL, IMF and WB have different country concordances! *&#039;&#039;&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IFs GDP and Growth Rates&#039;&#039;&#039;&lt;br /&gt;
** We use IFs GDP values when the WB and IMF do not have coverage for a country when establishing the 2011 base. This is very rare, the rule of thumb is that we trust the WB, then the IMF, and IFs as a last resort.&lt;br /&gt;
**We use IFs GDP growth rates when the WB and IMF do not have historical coverage (typically used for 1960-1980 because IMF data ends in 1980). IFs does not have a historical GDP growth variable from which we can pull data directly. However, we can calculate growth rates from the historical GDP values. To do this, you want to navigate to Flexible Displays and select Display Format form the menu then Use All Available Historical Data.&lt;br /&gt;
[[File:Image1.png|border|frameless|380x380px|center]]&lt;br /&gt;
&lt;br /&gt;
* Next, choose the variable “GDP (MER), History and Forecast – Billion dollars”. This variable is based on seriesGDP2011. To check that you are pulling the proper data, select List Features then Explain List and make sure that the Historic Analog reads GDP2011.&lt;br /&gt;
[[File:Image2.png|border|center|frameless|660x660px]]&lt;br /&gt;
* We only want to use data, so make sure your horizon is not set into the future as you will not need this data (TIP: data in IFs appears in blue and forecasts are in black, so you will be able to tell when data ends and forecasts begin). Now, select all the countries and view the data in a Table. The table is now displaying GDP values. In order to get GDP growth, we need to know the percent change from year to year. IFs can calculate this for you, select Display Options then Percent. Now your dataset is complete. From here, you can save the data as a file or copy and paste from your clipboard into an excel.  &lt;br /&gt;
[[File:Image3.png|border|center|frameless|454x454px]]&lt;br /&gt;
&#039;&#039;Let us first consider an example to assess our understanding:&#039;&#039;&lt;br /&gt;
[[File:Image4.png|border|center|frameless|637x637px]]&lt;br /&gt;
This is an example of Afghanistan. We see the GDP (current US$) for Afghanistan is $19.76 billion in 2015. The GDP Growth (annual %) for Afghanistan is 1.451% in 2015 and 2.260% in 2016. Given that the value for Afghanistan is $19.76 billion, we calculate the 2016 value as 20.206 billion and the 2014 value for 19.477 billion (as shown above).&lt;br /&gt;
&lt;br /&gt;
You can check to make sure that you’ve done the calculation properly by calculating the growth rate. The growth rate that you calculate should equal the growth rate from whichever source it was pulled (WB, IMF, or IFs).&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;This is the approach we follow.&#039;&#039;&#039; We find GDP (current US$) in 2011 for each country (from WB current GDP). Then, use the GDP growth as annual % for 1960-2010 and 2011 to (Current Year-1), to calculate GDP (constant US$ based on 2011).&lt;br /&gt;
&lt;br /&gt;
We use the IMF projections for our country GDP forecast values (typically 5 years into the future). Why can we do this? Regardless, of the base year, the growth rate should not change. Why is that true? Think of the base year, as a year (or index) that we want to compare changes to. The level of that index shifts to a different comparison year, the rates of growth do not change.&lt;br /&gt;
&lt;br /&gt;
Therefore, this whole process of updating GDP in IFs will work even if we change the base year. For example, if we switch to GDP at 2015’s constant price instead of 2011’s constant price, the first step of taking WB values would switch to taking 2015’s GDP current price for all countries as opposed to 2011’s.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;You think you get it?&#039;&#039;&#039; Try Afghanistan first. Verify. If you get it right, great work! Apply that method to all. The final deliverable should be a series with a GDP value for every country in Constant 2011 price.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;How would someone vet?&#039;&#039;&#039; (1) Replicating the procedure for a handful of random countries. If these random countries are right, they probably are all right. However, you want to pay special close attention to the forecasts of the big economy countries that are updated by the IMF twice a year as these are the most complicated calculations. Follow typical vetting checks. (2) Vetting new series against old historical series in IFs.  &lt;br /&gt;
&lt;br /&gt;
The project supervisor then updates all the scenario files.&lt;br /&gt;
&lt;br /&gt;
We &#039;&#039;&#039;repeat&#039;&#039;&#039; this logic for 2011 PCPP GDP. Do not fear, however, as it’s easier. For this one, we get the 2011 values, then the growth rates, and use that to calculate the GDP values (constant 2011). There are no forecasts, as PCPP is not commonly forecasted. &lt;br /&gt;
== &#039;&#039;&#039;POPULATION&#039;&#039;&#039; ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== &#039;&#039;&#039;LAND AREA&#039;&#039;&#039; ==&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9551</id>
		<title>Core Series</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9551"/>
		<updated>2022-08-24T19:47:16Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: Formatted GDP and GDPPC&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== &amp;lt;big&amp;gt;&#039;&#039;&#039;GDP and GDPPC&#039;&#039;&#039;&amp;lt;/big&amp;gt; ==&lt;br /&gt;
Quarterly, we update the GDP series in IFs by using a special process that involves pulling data from the WB and the IMF. It is special as the GDP values we have in IFs are based on constant 2011 prices, whereas World Bank is based on constant 2010 prices. The IMF updates its forecasts in its World Economic Outlook publication in October and January (Full Release) and in April and July (revisions).  &lt;br /&gt;
&lt;br /&gt;
If one country has a different WB historical value, all countries must be updated. Why? (1) We do not necessarily know which country’s historical series was revised. (2) If we have a method to update one or do not know which changed, we update all anyway. &lt;br /&gt;
&lt;br /&gt;
GDP is a key economic series in IFs, so it’s &#039;&#039;&#039;ESSENTIAL&#039;&#039;&#039; the puller and vet person do this process carefully and have a full understanding of the process. Thus, we document. &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;For this process, you will require three sources:&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* Primary Source: WB World Development Indicator (WDI) &lt;br /&gt;
** GDP in US Current $ &lt;br /&gt;
** GDP Growth (Annual %) [Based on Constant Price]&lt;br /&gt;
&lt;br /&gt;
* Secondary &amp;amp; Forecasting Source: IMF World Economic Outlook (WEO) &lt;br /&gt;
** GDP in US Current $&lt;br /&gt;
** GDP Growth [Based on Constant Price] &lt;br /&gt;
&lt;br /&gt;
* 3rd Source: IFs  &lt;br /&gt;
** GDP Growth Rates (Still Constant Price) &lt;br /&gt;
&lt;br /&gt;
&#039;&#039;Use of the Three Sources:&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;WB GDP in US Current $&#039;&#039;&#039;&lt;br /&gt;
** We use WB GDP values in current $ as the primary source to establish the 2011 constant $ GDP base. This means that we start by pulling the most up to date GDP value for the year 2011 for all countries. From here, we apply GDP growth rates to the 2011 GDP value both into the future and historically. If the WB does not have 2011 GDP data for certain countries, use IMF values, if there are no IMF values, we pull from IFs.  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;WB GDP Growth (Annual %) Constant Price&#039;&#039;&#039;&lt;br /&gt;
** We use WB GDP growth as the primary source for calculating GDP values both into the future and historically. The WB has GDP growth data from 1960 to the current year -1 (EX: if it is 2021, the WB will have data from 1960-2020). In IFs, we also collect data from 1960. However, WB temporal coverage will be different depending on the country (i.e. not all countries will have data back to 1960). If a country does not have full coverage, use IMF GDP growth rates. Though, the IMF only has historical values back to 1980, therefore, we use IFs GDP growth rates to cover the rest of the missing historical values.  &lt;br /&gt;
** &amp;lt;u&amp;gt;NOTE&amp;lt;/u&amp;gt;: not all countries will have data back to 1960, this is because some countries did not exist until later in time. For these countries, we simply leave those historical values empty. Examples of such countries include (but are not limited to) Samoa, Timor-Leste, UAE, Kosovo.  &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IMF GDP in US Current $&#039;&#039;&#039;&lt;br /&gt;
** As stated above, we use IMF GDP in US Current $ for those countries that are not covered or are missing from the WB. For example, the WB does not have data for Taiwan. In this case, you would use the 2011 Current GDP value from the IMF to establish the base.&lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IMF GDP Growth (Annual %) Constant Price&#039;&#039;&#039;&lt;br /&gt;
** As stated above, we use IMF GDP growth rates as a secondary source when the WB does not have data both into the future and historically. We use IMF growth rates starting from the last available year from the WB (EX: if WB ends in 2018, start 2019 with IMF growth rate OR if WB ends in 1999, start in 1998 with IMF growth rate)&lt;br /&gt;
** The IMF also publishes forecasts of GDP growth rates 5 years into the future (EX: if it is 2021, they have GDP growth rates into 2026). We want to include these forecasts in our data. This is where it can get tricky. The IMF updates its forecasts for big economies twice a year (in April and July). These updates are only for big economies (usually around 30 countries) and only include revisions for the next 2 years. Going back to our example, if IMF releases forecasts for 2022-20226, the years 2022 and 2023 will be updated twice a year, but the following growth rates remain the same. Be careful when updating forecasts and remember to check for IMF revisions.  &lt;br /&gt;
** If there are not IMF values (i.e., North Korea and Syria) then find a source with a value (i.e., CIA Factbook). We use that source to fill-in the missing data and extrapolate, assuming say, no growth is occurring in Syria at all. Reliable ones are hard to come across, for these, but we still want to have values at least in IFs.&lt;br /&gt;
&#039;&#039;&#039;* BE CAREFUL, IMF and WB have different country concordances! *&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* &#039;&#039;&#039;IFs GDP and Growth Rates&#039;&#039;&#039;&lt;br /&gt;
** We use IFs GDP values when the WB and IMF do not have coverage for a country when establishing the 2011 base. This is very rare, the rule of thumb is that we trust the WB, then the IMF, and IFs as a last resort.&lt;br /&gt;
**We use IFs GDP growth rates when the WB and IMF do not have historical coverage (typically used for 1960-1980 because IMF data ends in 1980). IFs does not have a historical GDP growth variable from which we can pull data directly. However, we can calculate growth rates from the historical GDP values. To do this, you want to navigate to Flexible Displays and select Display Format form the menu then Use All Available Historical Data.&lt;br /&gt;
[[File:Image1.png|border|frameless|380x380px|center]]&lt;br /&gt;
&lt;br /&gt;
* Next, choose the variable “GDP (MER), History and Forecast – Billion dollars”. This variable is based on seriesGDP2011. To check that you are pulling the proper data, select List Features then Explain List and make sure that the Historic Analog reads GDP2011.  &lt;br /&gt;
[[File:Image2.png|border|center|frameless|620x620px]]&lt;br /&gt;
* We only want to use data, so make sure your horizon is not set into the future as you will not need this data (TIP: data in IFs appears in blue and forecasts are in black, so you will be able to tell when data ends and forecasts begin). Now, select all the countries and view the data in a Table. The table is now displaying GDP values. In order to get GDP growth, we need to know the percent change from year to year. IFs can calculate this for you, select Display Options then Percent. Now your dataset is complete. From here, you can save the data as a file or copy and paste from your clipboard into an excel.  &lt;br /&gt;
[[index.php?title=File:Image3.png|border|center|frameless|448x448px]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;Let us first consider an example to assess our understanding:&#039;&#039;&lt;br /&gt;
[[index.php?title=File:Image4.png|border|center|frameless|633x633px]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
This is an example of Afghanistan. We see the GDP (current US$) for Afghanistan is $19.76 billion in 2015. The GDP Growth (annual %) for Afghanistan is 1.451% in 2015 and 2.260% in 2016. Given that the value for Afghanistan is $19.76 billion, we calculate the 2016 value as 20.206 billion and the 2014 value for 19.477 billion (as shown above).&lt;br /&gt;
&lt;br /&gt;
You can check to make sure that you’ve done the calculation properly by calculating the growth rate. The growth rate that you calculate should equal the growth rate from whichever source it was pulled (WB, IMF, or IFs).&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;This is the approach we follow.&#039;&#039;&#039; We find GDP (current US$) in 2011 for each country (from WB current GDP). Then, use the GDP growth as annual % for 1960-2010 and 2011 to (Current Year-1), to calculate GDP (constant US$ based on 2011).&lt;br /&gt;
&lt;br /&gt;
We use the IMF projections for our country GDP forecast values (typically 5 years into the future). Why can we do this? Regardless, of the base year, the growth rate should not change. Why is that true? Think of the base year, as a year (or index) that we want to compare changes to. The level of that index shifts to a different comparison year, the rates of growth do not change.&lt;br /&gt;
&lt;br /&gt;
Therefore, this whole process of updating GDP in IFs will work even if we change the base year. For example, if we switch to GDP at 2015’s constant price instead of 2011’s constant price, the first step of taking WB values would switch to taking 2015’s GDP current price for all countries as opposed to 2011’s.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;You think you get it?&#039;&#039;&#039; Try Afghanistan first. Verify. If you get it right, great work! Apply that method to all. The final deliverable should be a series with a GDP value for every country in Constant 2011 price.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;How would someone vet?&#039;&#039;&#039; (1) Replicating the procedure for a handful of random countries. If these random countries are right, they probably are all right. However, you want to pay special close attention to the forecasts of the big economy countries that are updated by the IMF twice a year as these are the most complicated calculations. Follow typical vetting checks. (2) Vetting new series against old historical series in IFs.  &lt;br /&gt;
&lt;br /&gt;
The project supervisor then updates all the scenario files.&lt;br /&gt;
&lt;br /&gt;
We &#039;&#039;&#039;repeat&#039;&#039;&#039; this logic for 2011 PCPP GDP. Do not fear, however, as it’s easier. For this one, we get the 2011 values, then the growth rates, and use that to calculate the GDP values (constant 2011). There are no forecasts, as PCPP is not commonly forecasted. &lt;br /&gt;
== &#039;&#039;&#039;POPULATION&#039;&#039;&#039; ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== &#039;&#039;&#039;LAND AREA&#039;&#039;&#039; ==&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9547</id>
		<title>Core Series</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9547"/>
		<updated>2022-08-24T19:38:54Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: I made a Core Series page&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;== &amp;lt;big&amp;gt;&#039;&#039;&#039;GDP and GDPPC&#039;&#039;&#039;&amp;lt;/big&amp;gt; ==&lt;br /&gt;
Quarterly, we update the GDP series in IFs by using a special process that involves pulling data from the WB and the IMF. It is special as the GDP values we have in IFs are based on constant 2011 prices, whereas World Bank is based on constant 2010 prices. The IMF updates its forecasts in its World Economic Outlook publication in October and January (Full Release) and in April and July (revisions).  &lt;br /&gt;
&lt;br /&gt;
If one country has a different WB historical value, all countries must be updated. Why? (1) We do not necessarily know which country’s historical series was revised. (2) If we have a method to update one or do not know which changed, we update all anyway. &lt;br /&gt;
&lt;br /&gt;
GDP is a key economic series in IFs, so it’s ESSENTIAL the puller and vet person do this process carefully and have a full understanding of the process. Thus, we document. &lt;br /&gt;
&lt;br /&gt;
For this process, you will require three sources: &lt;br /&gt;
&lt;br /&gt;
* Primary Source: WB World Development Indicator (WDI) &lt;br /&gt;
** GDP in US Current $ &lt;br /&gt;
** GDP Growth (Annual %) [Based on Constant Price] &lt;br /&gt;
&lt;br /&gt;
* Secondary &amp;amp; Forecasting Source: IMF World Economic Outlook (WEO) &lt;br /&gt;
** GDP in US Current $&lt;br /&gt;
** GDP Growth [Based on Constant Price] &lt;br /&gt;
&lt;br /&gt;
* 3rd Source: IFs  &lt;br /&gt;
** GDP Growth Rates (Still Constant Price) &lt;br /&gt;
&lt;br /&gt;
&amp;lt;u&amp;gt;Use of the Three Sources:&amp;lt;/u&amp;gt; &lt;br /&gt;
&lt;br /&gt;
* WB GDP in US Current $ &lt;br /&gt;
&lt;br /&gt;
* We use WB GDP values in current $ as the primary source to establish the 2011 constant $ GDP base. This means that we start by pulling the most up to date GDP value for the year 2011 for all countries. From here, we apply GDP growth rates to the 2011 GDP value both into the future and historically. If the WB does not have 2011 GDP data for certain countries, use IMF values, if there are no IMF values, we pull from IFs.  &lt;br /&gt;
&lt;br /&gt;
* WB GDP Growth (Annual %) Constant Price &lt;br /&gt;
&lt;br /&gt;
* We use WB GDP growth as the primary source for calculating GDP values both into the future and historically. The WB has GDP growth data from 1960 to the current year -1 (EX: if it is 2021, the WB will have data from 1960-2020). In IFs, we also collect data from 1960. However, WB temporal coverage will be different depending on the country (i.e. not all countries will have data back to 1960). If a country does not have full coverage, use IMF GDP growth rates. Though, the IMF only has historical values back to 1980, therefore, we use IFs GDP growth rates to cover the rest of the missing historical values.  &lt;br /&gt;
* NOTE: not all countries will have data back to 1960, this is because some countries did not exist until later in time. For these countries, we simply leave those historical values empty. Examples of such countries include (but are not limited to) Samoa, Timor-Leste, UAE, Kosovo.  &lt;br /&gt;
&lt;br /&gt;
* IMF GDP in US Current $ &lt;br /&gt;
&lt;br /&gt;
* As stated above, we use IMF GDP in US Current $ for those countries that are not covered or are missing from the WB. For example, the WB does not have data for Taiwan. In this case, you would use the 2011 Current GDP value from the IMF to establish the base. &lt;br /&gt;
&lt;br /&gt;
* IMF GDP Growth (Annual %) Constant Price &lt;br /&gt;
&lt;br /&gt;
* As stated above, we use IMF GDP growth rates as a secondary source when the WB does not have data both into the future and historically. We use IMF growth rates starting from the last available year from the WB (EX: if WB ends in 2018, start 2019 with IMF growth rate OR if WB ends in 1999, start in 1998 with IMF growth rate) &lt;br /&gt;
* The IMF also publishes forecasts of GDP growth rates 5 years into the future (EX: if it is 2021, they have GDP growth rates into 2026). We want to include these forecasts in our data. This is where it can get tricky. The IMF updates its forecasts for big economies twice a year (in April and July). These updates are only for big economies (usually around 30 countries) and only include revisions for the next 2 years. Going back to our example, if IMF releases forecasts for 2022-20226, the years 2022 and 2023 will be updated twice a year, but the following growth rates remain the same. Be careful when updating forecasts and remember to check for IMF revisions.  &lt;br /&gt;
* If there are not IMF values (i.e., North Korea and Syria) then find a source with a value (i.e., CIA Factbook). We use that source to fill-in the missing data and extrapolate, assuming say, no growth is occurring in Syria at all. Reliable ones are hard to come across, for these, but we still want to have values at least in IFs. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;* BE CAREFUL, IMF and WB have different country concordances! *&#039;&#039;&#039; &lt;br /&gt;
&lt;br /&gt;
* IFs GDP and Growth Rates &lt;br /&gt;
&lt;br /&gt;
* We use IFs GDP values when the WB and IMF do not have coverage for a country when establishing the 2011 base. This is very rare, the rule of thumb is that we trust the WB, then the IMF, and IFs as a last resort.  &lt;br /&gt;
&lt;br /&gt;
* We use IFs GDP growth rates when the WB and IMF do not have historical coverage (typically used for 1960-1980 because IMF data ends in 1980). IFs does not have a historical GDP growth variable from which we can pull data directly. However, we can calculate growth rates from the historical GDP values. To do this, you want to navigate to Flexible Displays and select Display Format form the menu then Use All Available Historical Data.&lt;br /&gt;
&lt;br /&gt;
[[File:Image1.png|border|left|frameless|380x380px]]&lt;br /&gt;
[[File:Image2.png|border|left|frameless|715x715px]]&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
* Next, choose the variable “GDP (MER), History and Forecast – Billion dollars”. This variable is based on seriesGDP2011. To check that you are pulling the proper data, select List Features then Explain List and make sure that the Historic Analog reads GDP2011.  &lt;br /&gt;
* We only want to use data, so make sure your horizon is not set into the future as you will not need this data (TIP: data in IFs appears in blue and forecasts are in black, so you will be able to tell when data ends and forecasts begin). Now, select all the countries and view the data in a Table. The table is now displaying GDP values. In order to get GDP growth, we need to know the percent change from year to year. IFs can calculate this for you, select Display Options then Percent. Now your dataset is complete. From here, you can save the data as a file or copy and paste from your clipboard into an excel.  &lt;br /&gt;
&lt;br /&gt;
[[File:Image3.png|border|frameless|448x448px]]&lt;br /&gt;
&lt;br /&gt;
Let us first consider an example to assess our understanding: &lt;br /&gt;
&lt;br /&gt;
[[File:Image4.png|border|frameless|633x633px]]&lt;br /&gt;
&lt;br /&gt;
This is an example of Afghanistan. We see the GDP (current US$) for Afghanistan is $19.76 billion in 2015. The GDP Growth (annual %) for Afghanistan is 1.451% in 2015 and 2.260% in 2016. Given that the value for Afghanistan is $19.76 billion, we calculate the 2016 value as 20.206 billion and the 2014 value for 19.477 billion (as shown above).&lt;br /&gt;
&lt;br /&gt;
You can check to make sure that you’ve done the calculation properly by calculating the growth rate. The growth rate that you calculate should equal the growth rate from whichever source it was pulled (WB, IMF, or IFs).&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;This is the approach we follow.&#039;&#039;&#039; We find GDP (current US$) in 2011 for each country (from WB current GDP). Then, use the GDP growth as annual % for 1960-2010 and 2011 to (Current Year-1), to calculate GDP (constant US$ based on 2011).&lt;br /&gt;
&lt;br /&gt;
We use the IMF projections for our country GDP forecast values (typically 5 years into the future). Why can we do this? Regardless, of the base year, the growth rate should not change. Why is that true? Think of the base year, as a year (or index) that we want to compare changes to. The level of that index shifts to a different comparison year, the rates of growth do not change.&lt;br /&gt;
&lt;br /&gt;
Therefore, this whole process of updating GDP in IFs will work even if we change the base year. For example, if we switch to GDP at 2015’s constant price instead of 2011’s constant price, the first step of taking WB values would switch to taking 2015’s GDP current price for all countries as opposed to 2011’s.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;You think you get it?&#039;&#039;&#039; Try Afghanistan first. Verify. If you get it right, great work! Apply that method to all. The final deliverable should be a series with a GDP value for every country in Constant 2011 price.&lt;br /&gt;
&lt;br /&gt;
&#039;&#039;&#039;How would someone vet?&#039;&#039;&#039; (1) Replicating the procedure for a handful of random countries. If these random countries are right, they probably are all right. However, you want to pay special close attention to the forecasts of the big economy countries that are updated by the IMF twice a year as these are the most complicated calculations. Follow typical vetting checks. (2) Vetting new series against old historical series in IFs.  &lt;br /&gt;
&lt;br /&gt;
The project supervisor then updates all the scenario files.&lt;br /&gt;
&lt;br /&gt;
We &#039;&#039;&#039;repeat&#039;&#039;&#039; this logic for 2011 PCPP GDP. Do not fear, however, as it’s easier. For this one, we get the 2011 values, then the growth rates, and use that to calculate the GDP values (constant 2011). There are no forecasts, as PCPP is not commonly forecasted. &lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== &#039;&#039;&#039;POPULATION&#039;&#039;&#039; ==&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
&lt;br /&gt;
== &#039;&#039;&#039;LAND AREA&#039;&#039;&#039; ==&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=File:Image4.png&amp;diff=9546</id>
		<title>File:Image4.png</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=File:Image4.png&amp;diff=9546"/>
		<updated>2022-08-24T19:34:39Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Image4&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=File:Image3.png&amp;diff=9545</id>
		<title>File:Image3.png</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=File:Image3.png&amp;diff=9545"/>
		<updated>2022-08-24T19:33:20Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Image3&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=File:Image2.png&amp;diff=9544</id>
		<title>File:Image2.png</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=File:Image2.png&amp;diff=9544"/>
		<updated>2022-08-24T19:30:16Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Image2&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=File:Image1.png&amp;diff=9543</id>
		<title>File:Image1.png</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=File:Image1.png&amp;diff=9543"/>
		<updated>2022-08-24T19:25:10Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;image1&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9542</id>
		<title>Core Series</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Core_Series&amp;diff=9542"/>
		<updated>2022-08-24T19:18:30Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: Created blank page&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9541</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9541"/>
		<updated>2022-08-24T19:17:32Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series|(NEW) Master Sheet of Tables Series (A - GDP)]]&lt;br /&gt;
*[[(NEW) Master Sheet of Tables Series (GE-Z)|(NEW) Master Sheet of Tables Series (GEM-Z)]]&lt;br /&gt;
*[[Master Sheet]]&lt;br /&gt;
*[[New Page|Country Concordance]]&lt;br /&gt;
*[[Add New Page]]&lt;br /&gt;
*[[(NEW) Series Name]]&lt;br /&gt;
*[[(NEW) Tutorial Series Name]]&lt;br /&gt;
*[[Core Series]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=(NEW)_Master_Sheet_of_Tables&amp;diff=9488</id>
		<title>(NEW) Master Sheet of Tables</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=(NEW)_Master_Sheet_of_Tables&amp;diff=9488"/>
		<updated>2022-08-10T18:14:12Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: edit&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;Audrey&#039;s edit&lt;br /&gt;
&lt;br /&gt;
Example Table&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot;&lt;br /&gt;
|&lt;br /&gt;
|Series Name&lt;br /&gt;
|Source&lt;br /&gt;
|Last IFs Update&lt;br /&gt;
|Pulled By (Initials)&lt;br /&gt;
|Description&lt;br /&gt;
|-&lt;br /&gt;
|1&lt;br /&gt;
|Example Series&lt;br /&gt;
|[https://pardeewiki.du.edu//index.php?title=FAOSTAT FAOSTAT]&lt;br /&gt;
|2022/07/27&lt;br /&gt;
|TZ&lt;br /&gt;
|The Example Series is pulled from [https://pardeewiki.du.edu//index.php?title=FAOSTAT FAOSTAT] and is typically used to do stuff&lt;br /&gt;
|-&lt;br /&gt;
|2&lt;br /&gt;
|Example 2 Series&lt;br /&gt;
|[https://pardeewiki.du.edu//index.php?title=World_Bank World Bank]&lt;br /&gt;
|2022/07/27&lt;br /&gt;
|TZ&lt;br /&gt;
|Link to [https://data.worldbank.org/ external source] in Master Sheet&lt;br /&gt;
|-&lt;br /&gt;
|3&lt;br /&gt;
|Example Formula&lt;br /&gt;
|N/A&lt;br /&gt;
|N/A&lt;br /&gt;
|N/A&lt;br /&gt;
|This is showcasing a formula insert&lt;br /&gt;
|}&lt;br /&gt;
DataDict Tables&lt;br /&gt;
{| class=&amp;quot;wikitable&amp;quot;&lt;br /&gt;
|Table&lt;br /&gt;
|Source (LINK)&lt;br /&gt;
|Last IFs Update&lt;br /&gt;
|Pulled By  (Initials)&lt;br /&gt;
|-&lt;br /&gt;
|AbortJustifPercent&lt;br /&gt;
|World Value  Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|AuthorbyEduc&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|AutonPercent&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|DemocBest&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|DiploIGOWeightMaxStandardized&lt;br /&gt;
|Pardee  Center Diplometrics&lt;br /&gt;
|2013/04/01&lt;br /&gt;
|JDM&lt;br /&gt;
|-&lt;br /&gt;
|GodImprtPercent&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|HappybyEduc&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|HappyPercent&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|HomoJustifPercent&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|MatPMTop&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|NationProudPercent&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|PMMinMatPercent&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|RespectAuthPercent&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|2010/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|Series%boys(15-19)marriedorunion&lt;br /&gt;
|UNICEF&lt;br /&gt;
|2022/03/03&lt;br /&gt;
|KG&lt;br /&gt;
|-&lt;br /&gt;
|Series%girls(15-19)marriedorunion&lt;br /&gt;
|UNICEF&lt;br /&gt;
|2022/03/03&lt;br /&gt;
|KG&lt;br /&gt;
|-&lt;br /&gt;
|Series%men(20-24)marriedorunionbefore18&lt;br /&gt;
|UNICEF&lt;br /&gt;
|2022/03/03&lt;br /&gt;
|KG&lt;br /&gt;
|-&lt;br /&gt;
|Series%women(20-24)marriedorunionbefore15&lt;br /&gt;
|UNICEF&lt;br /&gt;
|2022/03/03&lt;br /&gt;
|KG&lt;br /&gt;
|-&lt;br /&gt;
|Series%women(20-24)marriedorunionbefore18&lt;br /&gt;
|UNICEF&lt;br /&gt;
|2022/03/03&lt;br /&gt;
|KG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAdditivePolyarchyIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgBovineMeatProductionFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCerealsEx&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCerealsIm&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCerealSupply&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCerealsYieldperHec&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCerealWaste&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgConMeat&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/05/01&lt;br /&gt;
|Converted  to million metric tons&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropCalPerCapPerDayFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropDomesticSupplyFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCropExportQuantityFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropExportsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCropExportValueFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropFatPerCapPerDayFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropFoodSupplyPerCapPerDayFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCropImportQuantityFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropImportsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCropImportValueFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCropProdIndex&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropProductionFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropProteinPerCapPerDayFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCropStockVarFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCroptoFeedFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCroptoFoodFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCroptoFoodManuFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCroptoOtherUtilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCroptoSeedFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCropTotEx&lt;br /&gt;
|Computed&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgCropTotIm&lt;br /&gt;
|Computed  Sum&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGCroptoWasteFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFertUse&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFertUseperHectare&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFish%Protein&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2005/04/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaCatchTot&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2009/07/25&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaInland&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2010/11/23&lt;br /&gt;
|EWF&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaMarine&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2010/11/23&lt;br /&gt;
|EWF&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaOther&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2012/03/04&lt;br /&gt;
|EWF;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdAqAnimalsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdAqPlantsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/14&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdCephalopodsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/14&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdCrustaceansFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdDemersalFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdFreshwaterFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/14&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdMarineFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/14&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdMolluscsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdOthersFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaProdPelagicFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/14&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishAquaTotal&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2009/07/25&lt;br /&gt;
|Converted  to million metric tons&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishCalPerCapPerDayFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCalPerCapPerDayPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdAqAnimalsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdAqMammalsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdAqPlantsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdCephalopodsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdCrustaceansFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdDemersalFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdFreshwaterFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdMarineFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdMolluscsFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdOthersFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global  Catch  Production Quantity data&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishCatchProdPelagicFSJ&lt;br /&gt;
|FAO  FishstatJ software, Global Catch Production Quantity Data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishDomesticSupplyFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyMealFAO&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishDomesticSupplyPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportQuantityFAOTrade&lt;br /&gt;
|FAO,  FishstatJ&lt;br /&gt;
|2015/07/02&lt;br /&gt;
|SDT&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishExportsFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsMealFAO&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportsPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportVal&lt;br /&gt;
|FAO  FishstatJ Software&lt;br /&gt;
|2017/07/18&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExportValueFAOTrade&lt;br /&gt;
|FAO,  FishstatJ&lt;br /&gt;
|2015/07/02&lt;br /&gt;
|SDT&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishExpt&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2009/07/25&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishFatPerCapPerDayFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFatPerCapPerDayPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/10&lt;br /&gt;
|KN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishFoodSupplyPerCapPerDayFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFoodSupplyPerCapPerDayPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishFreshwaterCatch&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/text/coastal-marine/variables.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2011/12/01&lt;br /&gt;
|CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportQuantityFAOTrade&lt;br /&gt;
|FAO,  FishstatJ&lt;br /&gt;
|2015/07/02&lt;br /&gt;
|SDT&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishImportsFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsMealFAO&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportsPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportVal&lt;br /&gt;
|FAO  FishstatJ Software&lt;br /&gt;
|2017/07/18&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImportValueFAOTrade&lt;br /&gt;
|FAO,  FishstatJ&lt;br /&gt;
|2015/07/02&lt;br /&gt;
|SDT&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishImpt&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2012/03/04&lt;br /&gt;
|EWF;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishInlandProd&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2009/07/25&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishMarineCatch&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/text/coastal-marine/variables.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2011/12/01&lt;br /&gt;
|CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdAquaInland&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdAquaMarine&lt;br /&gt;
|FAO  FishstatJ software, Global  Aquaculture  Production Quantity data&lt;br /&gt;
|2017/07/13&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdCatchInland&lt;br /&gt;
|FAO  FishstatJ software, Global Catch Production Quantity Data&lt;br /&gt;
|2017/07/14&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdCatchMarine&lt;br /&gt;
|FAO  FishstatJ software, Global Catch Production Quantity Data&lt;br /&gt;
|2017/07/14&lt;br /&gt;
|ALN,  MKH&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdMealFAO&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProdPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishProductionFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishProteinPerCapPerDayFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishProteinPerCapPerDayPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishStockVarFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarMealFAO&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishStockVarPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishtoFeedFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedMealFAO&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFeedPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishtoFoodFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoFoodPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilAqMammalsFAO&lt;br /&gt;
|FAOSTAT  Food Balance Sheets&lt;br /&gt;
|2015/08/19&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilAqPlantsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilBodyOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishtoOtherUtilFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilLiverOilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilMealFAO&lt;br /&gt;
|FAOSTAT&lt;br /&gt;
|2015/08/20&lt;br /&gt;
|N.S&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoOtherUtilPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedAqAnimalsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedCephalopodsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedCrustaceansFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedDemersalFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGFishtoSeedFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedFreshwaterFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedMarineFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedMolluscsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFishtoSeedPelagicFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFoodEx%MerchEx&lt;br /&gt;
|WDI  BATCH Update 2018&lt;br /&gt;
|2018/05/05&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFoodIm%MerchIm&lt;br /&gt;
|WDI  BATCH Update 2018&lt;br /&gt;
|2018/05/05&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFoodPriceIndex&lt;br /&gt;
|WDI  CD 05&lt;br /&gt;
|2005/06/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFoodProductIndex&lt;br /&gt;
|World  Bank World Development Indicators 2008&lt;br /&gt;
|2008/08/28&lt;br /&gt;
|Food  production index covers food crops that are considered edible and that  contain nutrients. Coffee and tea are excluded because, although edible, they  have no nutritive value&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFruitEx&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFruitIm&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFruitSupply&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFruitWaste&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFruVegEx&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgFruVegIm&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAggBlanks&lt;br /&gt;
|JRS&lt;br /&gt;
|2012/01/23&lt;br /&gt;
|Created  by JRS 2012/01/23&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgGrainLiv%GrainCon&lt;br /&gt;
|WRI  online 2012&lt;br /&gt;
|2011/12/01&lt;br /&gt;
|Blended  with latest data.  The country list for  the online data ends with Serbia and Montenegro; CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgLifestockProdIndex&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMachTracper100H&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatCalPerCapPerDayFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatDomesticSupplyFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMeatEx&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMeatExportQuantityFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatExportsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMeatExportValueFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatFatPerCapPerDayFAO&lt;br /&gt;
|FAO  Food Balance Sheets&lt;br /&gt;
|2017/05/09&lt;br /&gt;
|KN,AJM,HF,  Aggregation rules on Wiki for each series&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatFoodSupplyPerCapPerDayFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMeatIm&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMeatImportQuantityFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatImportsFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMeatImportValueFAOTrade&lt;br /&gt;
|FAOSTAT,  Trade Domain&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMeatOtherProductionFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatProductionFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatProteinPerCapPerDayFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeatStockVarFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2021/12/29&lt;br /&gt;
|KS,  GE&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeattoFeedFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeattoFoodFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeattoFoodManuFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeattoOtherUtilFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeattoSeedFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAGMeattoWasteFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgMuttonandGoatMeatProductionFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgPigMeatProductionFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgPoultryMeatProductionFAO&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdCereals&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdCocoaBeans&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdCoffeeGreen&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdEggs&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdFiberCrops&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdFruitsExclMelons&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdMeat&lt;br /&gt;
|FAO  FAOstat; &amp;lt;nowiki&amp;gt;http://faostat.fao.org/site/569/default.aspx#ancor&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2018/02/22&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdMilk&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdOilCrops&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdPulses&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdRootsTub&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdSugarCane&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdTreenuts&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgProdVegMel&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgPulsesEx&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgPulsesIm&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2022/01/14&lt;br /&gt;
|KS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgRawEx%MerchEx&lt;br /&gt;
|WDI  BATCH Update 2018&lt;br /&gt;
|2018/05/05&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgRawIm%MerchIm&lt;br /&gt;
|WDI  BATCH Update 2018&lt;br /&gt;
|2018/05/05&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgVegetableSupply&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgVegetableWaste&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgVegEx&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAgVegIm&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2017/05/28&lt;br /&gt;
|KN,HF,LW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAid%Untied&lt;br /&gt;
|Millennium  Indicators Database, UN &amp;lt;nowiki&amp;gt;http://unstats.un.org/unsd/mi/mi_goals.asp&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2004/10/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidCerealDon&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2012/03/04&lt;br /&gt;
|EWF;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidCerealRec&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2012/03/04&lt;br /&gt;
|EWF;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidDACEd%GDP&lt;br /&gt;
|OECD;  &amp;lt;nowiki&amp;gt;http://stats.oecd.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2016/03/22&lt;br /&gt;
|BV;  JM; data converted from current dollar to % of GDP; had to leave out data  points due to unavailabiity of GDP data&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidDon%GNI&lt;br /&gt;
|United  Nations Statistics Division available at:  &amp;lt;nowiki&amp;gt;http://mdgs.un.org/unsd/mdg/SeriesDetail.aspx?srid=568&amp;amp;crid=&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2017/02/17&lt;br /&gt;
|AN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidDonEd%GDP&lt;br /&gt;
|OECD&lt;br /&gt;
|2015/12/21&lt;br /&gt;
|JM,  BV, Percent of GDP computed in IFs Project&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidDonEdScholar&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidDonLDCs%GNI&lt;br /&gt;
|United  Nations Statistics Division available at &amp;lt;nowiki&amp;gt;http://mdgs.un.org/unsd/mdg/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2017/02/17&lt;br /&gt;
|AN;JM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidDonSocServ%Total&lt;br /&gt;
|Millennium  Indicators Database, United Nation&#039;s Statistics Division; Available at  &amp;lt;nowiki&amp;gt;http://unstats.un.org/unsd/mi/mi_goals.asp&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2005/01/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidEnergyInfrastructure&lt;br /&gt;
|OECD&lt;br /&gt;
|2011/04/01&lt;br /&gt;
|MJE;  MJE?JM asked for exact source&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidforTradeCommitDonor&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidforTradeCommitRecipient&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/08/04&lt;br /&gt;
|MH,  RG, CW, official indicator&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidforTradeDisburseDonor&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/08/04&lt;br /&gt;
|MH,  RG, CW, official indicator&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidforTradeDisburseRecipient&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/08/04&lt;br /&gt;
|MH,  RG, CW, official indicator&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidHealthcareGross&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidHealthcareNet&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidICTInfrastructure&lt;br /&gt;
|OECD&lt;br /&gt;
|2011/04/01&lt;br /&gt;
|MJE;  MJE?JM asked for exact source&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidInfrastructure%TotalAid&lt;br /&gt;
|OECD&lt;br /&gt;
|2011/04/01&lt;br /&gt;
|MJE;  MJE?JM asked for exact source&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRec&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRec%GNI&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2020/08/05&lt;br /&gt;
|RG,KBN,KM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRec%GNIOECD&lt;br /&gt;
|OECDStat  and World Bank and OECD GNI estimates (current US)&lt;br /&gt;
|2022/06/06&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecGrant%Total&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2018/12/13&lt;br /&gt;
|KBN,AZ&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecGrant%TotRev&lt;br /&gt;
|WDI  BATCH PULL 2020&lt;br /&gt;
|2020/08/07&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecGrants%GNI&lt;br /&gt;
|OECDStat  and World Bank and OECD GNI estimates (current US)&lt;br /&gt;
|2022/06/06&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecGross%GDP&lt;br /&gt;
|WDI  BATCH Update 2018&lt;br /&gt;
|2018/05/05&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecLoanGross%GNI&lt;br /&gt;
|OECDStat  and World Bank and OECD GNI estimates (current US)&lt;br /&gt;
|2022/06/06&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecLoanNet%GNI&lt;br /&gt;
|OECDStat  and World Bank and OECD GNI estimates (current US)&lt;br /&gt;
|2022/06/06&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecLoanRepay%GNI&lt;br /&gt;
|OECDStat  and World Bank and OECD GNI estimates (current US)&lt;br /&gt;
|2022/06/06&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecPerCap&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRecRecover%GNI&lt;br /&gt;
|OECDStat  and World Bank and OECD GNI estimates (current US)&lt;br /&gt;
|2022/06/06&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidRoadsInfrastructure&lt;br /&gt;
|OECD&lt;br /&gt;
|2011/04/01&lt;br /&gt;
|MJE;  MJE?JM asked for exact source&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAIDSDths&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2010/11/23&lt;br /&gt;
|EWF&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidtoDevelopingCountriesUSD&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidTotalInfrastructure&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidTotalOECD&lt;br /&gt;
|OECD&lt;br /&gt;
|2011/04/01&lt;br /&gt;
|MJE;  MJE?JM asked for exact source&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidTotFlowsAgSector&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidWaterSanitation&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAidWaterSanitationInfrastructure&lt;br /&gt;
|OECD&lt;br /&gt;
|2011/04/01&lt;br /&gt;
|MJE;  MJE?JM asked for exact source&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAlternativeSourcesofInformationIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesArmsExp%TotExp&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/01/18&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesArmsExports&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/01/18&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesArmsExportsMonadic%GDP&lt;br /&gt;
|WB;  SIPRI directly for Palestine, Montenegro, and Taiwan; Pardee calculations&lt;br /&gt;
|2022/06/01&lt;br /&gt;
|CLP;  Unit fix&lt;br /&gt;
|-&lt;br /&gt;
|SeriesArmsImp%TotImp&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/01/18&lt;br /&gt;
|KBN,EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesArmsImports&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/01/18&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesArmsImportsMonadic%GDP&lt;br /&gt;
|WB;  SIPRI directly for Palestine, Montenegro, and Taiwan; Pardee calculations&lt;br /&gt;
|2022/06/01&lt;br /&gt;
|CLP;  Unit fix&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAutomobileSales&lt;br /&gt;
|GM  IEMA&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAvgAgeAtFirstMarriageMen-UN&lt;br /&gt;
|UN  World Marriage Data 2019&lt;br /&gt;
|2022/04/01&lt;br /&gt;
|AP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAvgAgeAtFirstMarriageMen-WB&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2022/04/01&lt;br /&gt;
|AP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAvgAgeAtFirstMarriageWomen-UN&lt;br /&gt;
|UN  World Marriage Data 2019&lt;br /&gt;
|2022/04/01&lt;br /&gt;
|AP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAvgAgeAtFirstMarriageWomen-UNOECD&lt;br /&gt;
|Our  World in Data&lt;br /&gt;
|2022/04/01&lt;br /&gt;
|AP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAvgAgeAtFirstMarriageWomen-WB&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2022/04/01&lt;br /&gt;
|AP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesAvgLifeExpectancyIHMEForecasts&lt;br /&gt;
|IHME&lt;br /&gt;
|2019/01/06&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesBankActAdult%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesBankATMTotl&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesBankBranchTotl&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/08/04&lt;br /&gt;
|MH,  RG, CW, official indicator&lt;br /&gt;
|-&lt;br /&gt;
|SeriesBirthsRegisteredUnder5%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCalPCap&lt;br /&gt;
|FAO  BATCH PULL&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|HF,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCalPCapAnimal&lt;br /&gt;
|WRI  Earthtrends &amp;lt;nowiki&amp;gt;http://earthtrends.wri.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2005/06/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsHigh&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsIntermediate&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsLarge&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsLargeFamilyWagon&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsLowMedium&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsMini&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsSmall&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsSmallFamilyWagon&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsSportHigh&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsSportLow&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsTotal&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsTrucksTotal&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCarsUpperMedium&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBCapitalCont&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/10/29&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBCapitalCont10YrMovavg&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/11/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBGDPgr&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/11/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBGDPgr10Yravg&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/11/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBLabQualCont&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/10/29&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBLabQuantCont&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/10/29&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBLabQuantCont10YrAvg&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/11/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBR&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/03/21&lt;br /&gt;
|YX,  JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCBTFPTot&lt;br /&gt;
|Computed  for Productivity Project with Data from Conference Board&lt;br /&gt;
|2018/10/29&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCDR&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/03/21&lt;br /&gt;
|YX,  JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesChiefExecutiveNolongerElectedVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|CW,MM,AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesChildStuntingPercentWDI&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/03/21&lt;br /&gt;
|YX;  JS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCivilLibertiesindexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCivilSocietyParticipationIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/08&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCleanElectionsIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/08&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCompanyValue%GDP&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/02/01&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCompetitivenessMicroEcon&lt;br /&gt;
|World  Economic Forum.   &amp;lt;nowiki&amp;gt;http://www.weforum.org/site/homepublic.nsf/Content/Global+Competitiveness+Programme%5CReports%5CGlobal+Competitiveness+Report+2002-2003&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCompetitivenessRank&lt;br /&gt;
|World  Economic Forum.  &amp;lt;nowiki&amp;gt;http://www.weforum.org/site/homepublic.nsf/Content/Global+Competitiveness+Programme%5CReports%5CGlobal+Competitiveness+Report+2002-2003&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2005/02/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCompetitivenessScore&lt;br /&gt;
|World  Economic Forum.  &amp;lt;nowiki&amp;gt;http://www.weforum.org/en/initiatives/gcp/Global%20Competitiveness%20Report/index.htm&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2010/04/01&lt;br /&gt;
|MJS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesComplianceParisPrinc&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|&lt;br /&gt;
|CW,  Official Indicator, Number of countries with National Human Rights  Institutions with (1) no status; (2) no application for accreditation; (3)  not fully compliant; (4) in compliance with the Paris Principles&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictandTerrorsimDeathRate&lt;br /&gt;
|IHME  GBD&lt;br /&gt;
|2018/03/19&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictandTerrorsimpPrevRate&lt;br /&gt;
|IHME  GBD&lt;br /&gt;
|2018/03/19&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictAreaAffectedUCDP&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2019/08/16&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictDeathsUCDP&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2019/08/16&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictOngoingUCDP&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2019/08/16&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictPeaceYearsUCDP&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2019/08/16&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictPopulationAffectedUCDP&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2019/08/16&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictPopulationShareAffectedUCDP&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2019/08/16&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictProbHegreSSP1&lt;br /&gt;
|Taken  from paper by Havard Hegre (2016)&lt;br /&gt;
|2021/07/30&lt;br /&gt;
|VY;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictProbHegreSSP2&lt;br /&gt;
|Taken  from paper by Havard Hegre (2016)&lt;br /&gt;
|2021/07/30&lt;br /&gt;
|VY;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictProbHegreSSP3&lt;br /&gt;
|Taken  from paper by Havard Hegre (2016)&lt;br /&gt;
|2021/07/30&lt;br /&gt;
|VY;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictProbHegreSSP4&lt;br /&gt;
|Taken  from paper by Havard Hegre (2016)&lt;br /&gt;
|2021/07/30&lt;br /&gt;
|VY;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictProbHegreSSP5&lt;br /&gt;
|Taken  from paper by Havard Hegre (2016)&lt;br /&gt;
|2021/07/30&lt;br /&gt;
|VY;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConflictStateDeathsUCDP&lt;br /&gt;
|World  Bank&lt;br /&gt;
|2019/08/16&lt;br /&gt;
|JD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConsumerPriceIndex&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2018/12/13&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConsumFinal%GDP&lt;br /&gt;
|WDI  BATCH PULL&lt;br /&gt;
|2019/01/18&lt;br /&gt;
|KBN,HF.MD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConsumGenGovt%GDP&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/04/25&lt;br /&gt;
|GE,&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConsumHHFinal%GDP&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/04/25&lt;br /&gt;
|GE,&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConsumptionperCapitaDM&lt;br /&gt;
|Pulled  from IFs&lt;br /&gt;
|2018/02/15&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesConsumTotal%GDP&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/04/25&lt;br /&gt;
|GE,&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCoreCivilSocietyIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCorpTax%GDPimf&lt;br /&gt;
|IMF  WoRLD&lt;br /&gt;
|2017/03/30&lt;br /&gt;
|HF;JM  Coutry concordance created for this series IMF WoRLD. Data unable to be  pulled as batch.&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCorruption&lt;br /&gt;
|Transparency  International www.transparency.org/documents/index.html. Various years&lt;br /&gt;
|2012/02/01&lt;br /&gt;
|AS;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCorruptionCPINew&lt;br /&gt;
|Transparency  International&lt;br /&gt;
|2022/04/19&lt;br /&gt;
|KG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesAssault&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|Until  2002 this data was a part of the Human Development Report, which obtained the  information from the ICVS, defunct since 2002;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesBribery&lt;br /&gt;
|Human  Development Report 2002&lt;br /&gt;
|2011/08/12&lt;br /&gt;
|AS;  split from SeriesCrimes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesDrugper100000&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesHomicper100000&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesKidnapping&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|AT;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesPrisonersper100000&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesProperty&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|Until  2002 this data was a part of the Human Development Report, which obtained the  information from the ICVS, defunct since 2002; CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesRobbery&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|Until  2002 this data was a part of the Human Development Report, which obtained the  information from the ICVS, defunct since 2002; CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesSexualAssault&lt;br /&gt;
|UNODC  United Nations Survey of Crime Trends and Operations of Criminal Justice  Systems (UN-CTS 12)&lt;br /&gt;
|2012/01/10&lt;br /&gt;
|Until  2002 this data was a part of the Human Development Report, which obtained the  information from the ICVS, defunct since 2002;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCrimesTotal&lt;br /&gt;
|Human  Development Report 2002&lt;br /&gt;
|2011/08/12&lt;br /&gt;
|AS;  split from SeriesCrimes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulAfricaDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulBuddhistDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulCathDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulConfucDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulEngSpeakDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulExComDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulHinduDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulIslamicDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulLatAmerDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulOrthDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesCulProtDum&lt;br /&gt;
|World  Value Survey&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDeathsper1000IHMEForecasts&lt;br /&gt;
|IHME&lt;br /&gt;
|2019/01/06&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDeliberativeComponentIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDeliberativeDemocracyIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDesalinatedWater&lt;br /&gt;
|AQU  (AQUASTAT) BATCH PULL&lt;br /&gt;
|2019/09/08&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDipExIn&lt;br /&gt;
|Correlates  of War&lt;br /&gt;
|2012/01/25&lt;br /&gt;
|TL;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDipExOut&lt;br /&gt;
|Correlates  of War&lt;br /&gt;
|2012/01/25&lt;br /&gt;
|TL;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploDiplomacyRelativePercent&lt;br /&gt;
|Pardee  Center origional research.&lt;br /&gt;
|2012/10/09&lt;br /&gt;
|DKB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploDiplomaticConnectionIndex&lt;br /&gt;
|Pardee  Center origional research.&lt;br /&gt;
|2012/10/09&lt;br /&gt;
|DKB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploDistanceToEurope&lt;br /&gt;
|&lt;br /&gt;
|2012/11/06&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploEmbassyIn&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2022/04/08&lt;br /&gt;
|CLP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploEmbassyMaxGlobal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2016/08/23&lt;br /&gt;
|CLP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploEmbassyOut&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2022/04/08&lt;br /&gt;
|CLP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploEmbassyOutStd&lt;br /&gt;
|Pardee  Center origional research.&lt;br /&gt;
|2012/10/09&lt;br /&gt;
|DKB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploEmbassyStandCountry&lt;br /&gt;
|&lt;br /&gt;
|2012/10/29&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploEmbassyStandGlobal&lt;br /&gt;
|&lt;br /&gt;
|2012/10/29&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploEmbassyTotal&lt;br /&gt;
|&lt;br /&gt;
|2012/07/18&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploIGOMembershipWeightedStd&lt;br /&gt;
|Pardee  Center origional research.&lt;br /&gt;
|2012/10/09&lt;br /&gt;
|DKB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploIGOMemberTotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2022/06/15&lt;br /&gt;
|CLP,  Data from Adam&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploIGONetworkedTotal&lt;br /&gt;
|&lt;br /&gt;
|2012/07/17&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploIGONetworkedWeighted&lt;br /&gt;
|&lt;br /&gt;
|2012/07/17&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploIGOWeightedStandCountry&lt;br /&gt;
|&lt;br /&gt;
|2012/10/29&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploIGOWeightedTotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2022/06/15&lt;br /&gt;
|CLP,  Data from Adam&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploIGOWeightMax&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2016/08/23&lt;br /&gt;
|CLP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploINGOAdvocacy&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploINGOAfiodi&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploINGOAfiodiIn&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOdsiaicount&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOdsiaicytotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOdsiodicount&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOdsiodicytotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploINGOFiodi&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOfiodicount&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOfiodicytotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOinctypecy&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOinctypehi&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOinctypelm&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOinctypelo&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOinctypeum&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOingocount&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOops12count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOops1count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOops2count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOops2cy&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOops3cy&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOops4cy&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploINGOPfiodi&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOprogramcytotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploINGOProgrammatic&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOregtypean&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOregtypeat&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOregtypecy&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOregtypedm&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource123count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource12count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource1count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource1cytotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource2count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource2cytotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource3count&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/12/15&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDIPLOINGOsource3cytotal&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2020/07/16&lt;br /&gt;
|AM;  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploINGOSum&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyNetworkedSign1Rat1&lt;br /&gt;
|&lt;br /&gt;
|2012/07/24&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyNetworkedSign1Rat2&lt;br /&gt;
|&lt;br /&gt;
|2012/07/24&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyNetworkedWeightedSign1Rat1&lt;br /&gt;
|&lt;br /&gt;
|2012/07/17&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyNetworkedWeightedSign1Rat2&lt;br /&gt;
|&lt;br /&gt;
|2012/07/17&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatySign1Rat2Std&lt;br /&gt;
|Pardee  Center origional research.&lt;br /&gt;
|2012/10/09&lt;br /&gt;
|DKB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyTotalRat2Sign1&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2022/06/01&lt;br /&gt;
|CLP  import; Prepared by Adam&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyTotalSign1Rat1&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2017/01/04&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyWeightedSign1Rat1&lt;br /&gt;
|&lt;br /&gt;
|2022/06/01&lt;br /&gt;
|CLP  import; Prepared by Adam&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyWeightedSign1Rat2&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2022/06/01&lt;br /&gt;
|CLP  import; Prepared by Adam&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyWeightedSign1Rat2Max&lt;br /&gt;
|Diplometrics&lt;br /&gt;
|2022/06/01&lt;br /&gt;
|CLP  import; Prepared by Adam&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploTreatyWeightedSign1Rat2StandCountry&lt;br /&gt;
|&lt;br /&gt;
|2022/06/01&lt;br /&gt;
|CLP  import; Prepared by Adam&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDiploUNStaffByCountry&lt;br /&gt;
|UN  General Assembly&lt;br /&gt;
|2013/01/21&lt;br /&gt;
|Years  from 2006-2012, staff is defined by UN as &amp;quot;All Staff&amp;quot;, counting  only employees grade P+ and higher; before 2005, employees are defined as  &amp;quot;staff subject to geographical distribution&amp;quot; with grade P+ and  higher&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDirectPopularVoteIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/08&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDividedPartyControlIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2017/06/28&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDivisionofPowerIndexVDEM&lt;br /&gt;
|Varieties  of Democracy&lt;br /&gt;
|2019/08/06&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrinkWaterSuppClearProcRural&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/30&lt;br /&gt;
|Additional  Series; Coded to a binary scale of 0=NO, 1=YES, by combining two series:  Countries with/without clearly defined procedures for participation in  planning program in drinking-water supply (Rural); JD; AJM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrinkWaterSuppClearProcUrban&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/08/08&lt;br /&gt;
|Additional  Series; Coded to a binary scale of 0=NO, 1=YES, by combining two series:  Countries with/without clearly defined procedures for participation in  planning program in drinking-water supply (Urban); JD; AJM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrinkWaterSuppParticRural&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|Additional  Series; Coded to a scale of: 1-Low Level, 2-Moderate Level, 3-High Level, by  combining three series: Countries with a low/moderate/high level  participating in planning programs in drinking-water supply by Rural; JD; AJM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrinkWaterSuppParticUrban&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/08/08&lt;br /&gt;
|Additional  Series; Coded to a scale of: 1-Low Level, 2-Moderate Level, 3-High Level, by  combining three series: Countries with a low/moderate/high level  participating in planning programs in drinking-water supply by Urban; JD; AJM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrOpiodPrevIHME&lt;br /&gt;
|IHME&lt;br /&gt;
|2018/01/19&lt;br /&gt;
|MPD&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrPrevAmphCalcIHME&lt;br /&gt;
|IHME&lt;br /&gt;
|2018/04/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrPrevCokeCalcIHME&lt;br /&gt;
|IHME&lt;br /&gt;
|2018/04/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrPrevOpiatesCalcIHME&lt;br /&gt;
|IHME&lt;br /&gt;
|2018/04/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrPrevPresOpCalcIHME&lt;br /&gt;
|IHME&lt;br /&gt;
|2018/04/25&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugOffences&lt;br /&gt;
|UNDP&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceAmphetaminesIHME&lt;br /&gt;
|IHME&lt;br /&gt;
|2018/01/14&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceCocaineIHME&lt;br /&gt;
|IHME&lt;br /&gt;
|2018/01/14&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRateAmphetamines&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRateCannabis&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRateCocaine&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRateEcstacy&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRateOpiates&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRateOpioids&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRatePrescription Stimulants&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRatePrescriptionOpioids&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevalenceRateTranquilizersandSedatives&lt;br /&gt;
|United  Nations Office of Drug and Crime (UNODC)&lt;br /&gt;
|2018/10/09&lt;br /&gt;
|KM,  EM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevAmphCalc&lt;br /&gt;
|Calculated  by KBN&lt;br /&gt;
|2018/06/02&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevAmphetamineRegAvg&lt;br /&gt;
|UNODC&lt;br /&gt;
|2018/03/28&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevCocaineRegAvg&lt;br /&gt;
|UNODC&lt;br /&gt;
|2018/03/28&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevOpiateRegAvg&lt;br /&gt;
|UNODC&lt;br /&gt;
|2018/03/28&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevOpiatesCalc&lt;br /&gt;
|Calculated  by KBN&lt;br /&gt;
|2018/06/02&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevPresOpCalc&lt;br /&gt;
|Calculated  by KBN&lt;br /&gt;
|2018/06/02&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesDrugPrevPresOpRegAvg&lt;br /&gt;
|UNODC&lt;br /&gt;
|2018/03/28&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEconomicIntegration&lt;br /&gt;
|Computed  for Productivity Project&lt;br /&gt;
|2018/12/09&lt;br /&gt;
|KBN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEconShadow%GDP&lt;br /&gt;
|Schneider,  Friedrich and Andreas Buehn. 2007-9. Shadow Economies and Corruption All Over  the World: Revised Estimates for 120 Countries.  &amp;lt;nowiki&amp;gt;Http://www.economics-ejournal.org/economics/journalarticles/2007-9&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2010/04/09&lt;br /&gt;
|PM,  EWF&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesNoEd15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesNoEd20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesNoEd25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPostSec15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPostSec20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPostSec25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPri15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPri20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPri25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPriIncmplt15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPriIncmplt20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesPriIncmplt25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesSecLowr15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesSecLowr20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesSecLowr25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesSecUppr15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesSecUppr20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrBothSexesSecUppr25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleNoEd15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleNoEd20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleNoEd25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePostSec15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePostSec20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePostSec25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePri15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePri20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePri25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePriIncmplt15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePriIncmplt20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemalePriIncmplt25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleSecLowr15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleSecLowr20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleSecLowr25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleSecUppr15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleSecUppr20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrFemaleSecUppr25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleNoEd15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleNoEd20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleNoEd25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePostSec15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePostSec20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePostSec25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePri15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePri20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePri25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePriIncmplt15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePriIncmplt20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMalePriIncmplt25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleSecLowr15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleSecLowr20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleSecLowr25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleSecUppr15+IIASASSP2&lt;br /&gt;
|WIC/IIASA  Data Explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleSecUppr20to64IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdAttnShrMaleSecUppr25+IIASASSP2&lt;br /&gt;
|WIC  data explorer (&amp;lt;nowiki&amp;gt;http://dataexplorer.wittgensteincentre.org/wcde-v2/&amp;lt;/nowiki&amp;gt;)&lt;br /&gt;
|2019/06/18&lt;br /&gt;
|BRM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdBasicEnrollGross%Female&lt;br /&gt;
|IFs  Calculation&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Calculated  from primary and lower secondary age population and the enrollment numbers at  those levels&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdBasicEnrollGross%Male&lt;br /&gt;
|IFs  Calculation&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Calculated  from primary and lower secondary age population and the enrollment numbers at  those levels&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdBasicEnrollGross%Total&lt;br /&gt;
|IFs  Calculation&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Calculated  from primary and lower secondary age population and the enrollment numbers at  those levels&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivate%Lower2ndaryGeneral&lt;br /&gt;
|UIS  2019 Batch Pull&lt;br /&gt;
|2019/03/04&lt;br /&gt;
|RG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivate%Lower2ndaryTotal&lt;br /&gt;
|UNESCO  Institute for Statistics, Global Education Digest 2007&lt;br /&gt;
|2008/05/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivate%Lower2ndaryVocTech&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/11&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivate%Primary&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivate%Upper2ndaryGeneral&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivate%Upper2ndaryVocTech&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/11&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivateAll2ndaryCombined&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/11&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivateUpper2ndaryGeneral&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/11&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdEnrollPrivateUpper2ndaryVocTech&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/11&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExp%GDPPrivatePrePrim&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExp%GDPPrivatePrim&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExp%GDPPrivateSec&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExp%GDPPrivateTer&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExp%GDPPrivateTot&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExp%GDPPublic&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExp%GDPTotal&lt;br /&gt;
|OECD  Education Database&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpbyLevel&lt;br /&gt;
|Computed  by Functions&lt;br /&gt;
|&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpectedYearsofSchooling&lt;br /&gt;
|World  Bank Edstats&lt;br /&gt;
|2016/04/07&lt;br /&gt;
|BV;  mti; Also called School Life Expectancy&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpectedYearsofSchoolingFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2016/04/08&lt;br /&gt;
|BV&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpectedYearsofSchoolingMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2016/04/08&lt;br /&gt;
|BV;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpISCED1-4Cap%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpISCED1-4NonSalCur%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpISCED1-4Sal%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpISCED1-4TotalCur%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpPrePri%EducTot&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|Not  sure whether public expenditure only&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpPrePri%GDP&lt;br /&gt;
|UNESCO&lt;br /&gt;
|2015/08/28&lt;br /&gt;
|CLP;  Alex Porter&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpPri%EducTot&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|Extracted  from &amp;lt;nowiki&amp;gt;http://stats.uis.unesco.org/TableViewer/tableView.aspx?ReportId=219&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpPri%GDPPC&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/03/21&lt;br /&gt;
|CP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpSec%EducTot&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|Extracted  from UIS website&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpSec%GDPPC&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/03/21&lt;br /&gt;
|YX;  JS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpSecLowr%EducTot&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|Not  sure whether public expenditure only&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpSecLowr%GDPPC&lt;br /&gt;
|UIS  Single Pull&lt;br /&gt;
|2019/09/18&lt;br /&gt;
|LW,JM,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpSecUppr%EducTot&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|Not  sure whether public expenditure only&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpSecUppr%GDPPC&lt;br /&gt;
|UIS,  UNESCO Institute for Statistics; &amp;lt;nowiki&amp;gt;http://data.uis.unesco.org/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2019/09/18&lt;br /&gt;
|LW,JM,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpTer%EducTot&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|Extracted  from UIS website&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpTer%GDPPC&lt;br /&gt;
|World  Development Indicators&lt;br /&gt;
|2022/03/21&lt;br /&gt;
|YX;  JS&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpTerCap%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpTertNonSalCur%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpTertSal%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdExpTertTotalCur%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/15&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdGrad15to19Ter&lt;br /&gt;
|Barro  and Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdHCStock15to64FemaleBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/19&lt;br /&gt;
|SK;HF:  HC reflects educational attainment of the female population (15-64),  disaggregated by  gender and age&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdHCStock15to64MaleBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/19&lt;br /&gt;
|SK;HF:  Adult population (15to64) educational attainment, male population  disaggregated by gender and age&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdHCStock15to64TotalBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/19&lt;br /&gt;
|SK;HF:  Adult population (15to64)education attainment , both sexes disaggregated by  gender and age&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdlowSecGradBothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/30&lt;br /&gt;
|KN,  CG, MN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdlowSecGradFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/30&lt;br /&gt;
|KN,  CG, MN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdLowSecGradMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/30&lt;br /&gt;
|KN,  CG, MN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15Female%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  AT;CN-entire series updated to reflect Barro-Lee revisions to 2010 data made  in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15Male%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/29&lt;br /&gt;
|dab;  AT;CN Calcualted from Barro-Lee using female and total-entire series updated  to reflect Barro-Lee revisions to 2010 data made in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to24Female%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2016/01/04&lt;br /&gt;
|mti;  No Schooling + (Primary Total - Primary Completed)  of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to24Female%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/11&lt;br /&gt;
|SK;HF:  No Schooling + (Primary Total - Primary Completed)  of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to24Male%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2016/01/04&lt;br /&gt;
|mti;  No Schholing + (Primary Total - Primary  Completed ) of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to24Male%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/11&lt;br /&gt;
|SK;HF:  No Schholing + (Primary Total - Primary Completed ) of B-L Spreadsheet  Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to24Total%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2016/01/04&lt;br /&gt;
|mti;  No Schooling + (Primary Total - Primary Completed) of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to24Total%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/11&lt;br /&gt;
|SK;HF:  No Schooling + (Primary Total - Primary Completed) of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to64Female%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  No Schooling + (Primary Total - Primary Completed)  of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15to64Male%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  No Schholing + (Primary Total - Primary Completed ) of B-L Spreadsheet  Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult15Total%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  AT;CN-entire series updated to reflect Barro-Lee revisions to 2010 data made  in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult25Female%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  AT;CN-entire series updated to reflect Barro-Lee revisions to 2010 data made  in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult25Male%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/29&lt;br /&gt;
|AT;CN  Calcualted from Barro-Lee using female and total-entire series updated to  reflect Barro-Lee revisions to 2010 data made in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult25to64Female%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  No Schholing + (Primary Total - Primary Completed ) of B-L Spreadsheet  Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult25to64Male%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/13&lt;br /&gt;
|SK;HF:  No Schooling + (Primary Total - Primary Completed ) of B-L Spreadsheet  Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdult25Total%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  AT;CN-entire series updated to reflect Barro-Lee revisions to 2010 data made  in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdults15to64Total%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  No Schholing + (Primary Total - Primary Completed ) of B-L Spreadsheet  Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdNoSchoolingAdults25to64Total%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/19&lt;br /&gt;
|SK;HF:  No Schooling + (Primary Total - Primary Completed ) of B-L Spreadsheet  Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdParityGenderLiteracy&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated; name in source truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdParityGenderNumeracy&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/07/26&lt;br /&gt;
|AJM,  MM; Extended Source Def truncated; name in source truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdParitySocioeconLiteracy&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|AJM,  MM; Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdParitySocioeconNumeracy&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|AJM,  MM; Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPostSecDuration&lt;br /&gt;
|UIS  2015 Pull&lt;br /&gt;
|2015/09/10&lt;br /&gt;
|AER,  Mohammod requested that I import this variable&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriDuration&lt;br /&gt;
|UIS  2015 Pull&lt;br /&gt;
|2015/09/10&lt;br /&gt;
|AER,  I created this variable at Mohammod&#039;s request, he wants all the UIS duration  data&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriEnrollGrossFemalePcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriEnrollGrossMalePcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriEnrollGrossTotalPcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/13&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriOrgLearnFemale%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/05/21&lt;br /&gt;
|MN,  AJM, MM; Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriOrgLearnMale%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/05/21&lt;br /&gt;
|MN,  AJM, MM; Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriOrgLearnTotal%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/05/21&lt;br /&gt;
|MN,  AJM, MM; Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriParityGenderOrgLearn&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/05/21&lt;br /&gt;
|MN,  AJM, MM; Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriParityGenderTeachers&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriTeachTrainFemale%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriTeachTrainMale%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPrePriTeachTrainTotal%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPri2and3ParityGenderMath&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPri2and3ParityGenderRead&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPri2and3ParityRurUrbMath&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPri2and3ParityRurUrbRead&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPri2and3ParitySocioeconMath&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPri2and3ParitySocioeconRead&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15Female%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2018/02/11&lt;br /&gt;
|JW,MD;  entire series updated to reflect Barro-Lee revisions to 2010 data made in  late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15Male%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2018/02/11&lt;br /&gt;
|JW,MD;  Calcualted from Barro-Lee using female and total-entire series updated to  reflect Barro-Lee revisions to 2010 data made in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to24Female%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|JW,MD;  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to24Female%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/19&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to24Male%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|JW,MD;  Primary Completed + Sec Total + Tertiary Total of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to24Total%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2018/02/12&lt;br /&gt;
|JW,MD;  Primary Completed + Sec Total + Ter Total of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to24Total%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/11&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter Total of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to64Female%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to64Male%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15to64Total%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads15Total%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2018/02/11&lt;br /&gt;
|JW,MD;  entire series updated to reflect Barro-Lee revisions to 2010 data made in  late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads25Female%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  AT;CN-entire series updated to reflect Barro-Lee revisions to 2010 data made  in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads25Male%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  AT;CN Calcualted from Barro-Lee using female and total-entire series updated  to reflect Barro-Lee revisions to 2010 data made in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads25to64Female%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/12&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads25to64Male%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/13&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads25to64Total%BLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/13&lt;br /&gt;
|SK;HF:  Primary Completed + Sec Total + Ter total   of B-L Spreadsheet Columns&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAdultGrads25Total%&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2014/04/21&lt;br /&gt;
|DAB;  AT;CN-entire series updated to reflect Barro-Lee revisions to 2010 data made  in late 2011&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAIRFemale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KS;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAIRMale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KS;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAIRParity&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/13&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriAIRTotal%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriCompletionFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriCompletionFemale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriCompletionMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriCompletionMale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriCompletionParity&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/12&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriCompletionTotal&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriCompletionTotal%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr1BothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr1Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr1Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr2BothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr2Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr2Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr3BothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr3Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr3Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr4BothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr4Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr4Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr5BothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr5Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr5Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr6BothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr6Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGr6Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGrLastCumBothSexes&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGrLastCumFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDrpGrLastCumMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriDuration&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr1BothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr1FemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr1MaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr2BothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr2FemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr2MaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr3BothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr3FemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr3MaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr4BothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr4FemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr4MaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr5BothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr5FemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr5MaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr6BothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr6FemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr6MaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr7BothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr7FemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGr7MaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGrUnSpBothSexesNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGrUnSpFemaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrGrUnSpMaleNo&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/11/24&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollFemale%&lt;br /&gt;
|Millennium  Indicators Database, UN &amp;lt;nowiki&amp;gt;http://unstats.un.org/unsd/mi/mi_goals.asp&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2004/10/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollFemaleRateBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/15&lt;br /&gt;
|SK;HF:  Enrollment ratios, subdivided by education level (Primary)and gender  (female), at five-year intervals.&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollFemaleRatioBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/15&lt;br /&gt;
|SK;HF:  Enrollment ratios, subdivided by education level (Primary)and gender  (female), at five-year intervals.&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollGrossFemalePcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollGrossMalePcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollGrossTotalPcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollHeadcountFem&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/17&lt;br /&gt;
|No  Notes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollHeadcountMal&lt;br /&gt;
|UNESCO  Institute for Statistics&lt;br /&gt;
|2008/11/16&lt;br /&gt;
|No  Notes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollHeadCountTtl&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/17&lt;br /&gt;
|No  Notes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollMale%&lt;br /&gt;
|Millennium  Indicators Database, UN &amp;lt;nowiki&amp;gt;http://unstats.un.org/unsd/mi/mi_goals.asp&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2004/10/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollMaleRateBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/15&lt;br /&gt;
|SK;HF:  Enrollment ratios, subdivided by education level (Primary)and gender (male),  at five-year intervals&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollMaleRatioBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/15&lt;br /&gt;
|SK;HF:  Enrollment ratios, subdivided by education level (Primary)and gender (male),  at five-year intervals&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollNetFemalePcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollNetMalePcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollNetParity&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollNetTotalPcnt&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollTotal%&lt;br /&gt;
|Millennium  Indicators Database, UN &amp;lt;nowiki&amp;gt;http://unstats.un.org/unsd/mi/mi_goals.asp&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2004/10/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollTotalRateBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/15&lt;br /&gt;
|SK;HF:  Enrollment ratios, subdivided by education level (Primary), at five-year  intervals&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEnrollTotalRatioBLLong&lt;br /&gt;
|Barro-Lee&lt;br /&gt;
|2017/02/15&lt;br /&gt;
|SK;HF:  Enrollment ratios, subdivided by education level (Primary), at five-year  intervals&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriEntranceAge&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/17&lt;br /&gt;
|EB,HF,DK&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriGirlBoyRatio&lt;br /&gt;
|1990  UN Statistical Division; rest from United Nations Statistics Division  available at &amp;lt;nowiki&amp;gt;http://mdgs.un.org/unsd/mdg/&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2006/12/01&lt;br /&gt;
|Years  with no data points at all omitted&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRADJFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRADJMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRADJTotal&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNM1Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNM1Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNM1P1Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNM1P1Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNM1P1Total&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNM1Total&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNP1Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNP1Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNP1Total&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPRINIRENTRNTotal&lt;br /&gt;
|UIS&lt;br /&gt;
|2020/03/10&lt;br /&gt;
|BG,  YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIRFemale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/12/17&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIRMale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/12/17&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIROfAgeFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIROfAgeMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIROfAgeTotal&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIROverAgeFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIROverAgeMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIROverAgeTotal&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIRTotal%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/12/17&lt;br /&gt;
|YX&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIRUnderAgeFemale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIRUnderAgeMale&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriNIRUnderAgeTotal&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriOutofSchoolFemale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriOutofSchoolMale%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/12&lt;br /&gt;
|Net  rate of out of schoolers in primary, Male&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriOutofSchoolTotal%&lt;br /&gt;
|UIS  2013 BATCH PULL&lt;br /&gt;
|2013/07/12&lt;br /&gt;
|Net  rate of out of schoolers in primary, total&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriParityGenderMath&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriParityGenderRead&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriParityGenderTeachers&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriParityRurUrbMath&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriParityRurUrbRead&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriParitySocioeconMath&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2017/07/26&lt;br /&gt;
|AJM,  MM; Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriParitySocioeconRead&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDPriPTR&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/07&lt;br /&gt;
|EB,HF,DK,AA&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRepeater1stYearFemale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRepeater1stYearMale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRepeater1stYearTotal%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRepeaterFemale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRepeaterMale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/12&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRepeaterTotal%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/13&lt;br /&gt;
|BG&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr1BothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr1Female&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr1Male&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr2BothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr2Female&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr2Male&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr3BothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr3Female&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr3Male&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr4BothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr4Female&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr4Male&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr5BothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr5Female&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr5Male&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr6BothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr6Female&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr6Male&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr7BothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr7Female&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%Gr7Male&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%GrAllBothSexes&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%GrAllFemale&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriRpt%GrAllMale&lt;br /&gt;
|The  World Bank Education Statistics (EdStats)&lt;br /&gt;
|2021/05/07&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriSurvivalFemale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KS;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriSurvivalMale%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KS;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriSurvivalParity&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KS;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriSurvivalTotal%&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/11/08&lt;br /&gt;
|KS;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriTeachTrainFemale%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriTeachTrainMale%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriTeachTrainTotal%&lt;br /&gt;
|UN  SDG Indicators Global Database&lt;br /&gt;
|2019/06/28&lt;br /&gt;
|JD;  Extended Source Def truncated&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriTransition2Sec%Female&lt;br /&gt;
|UIS&lt;br /&gt;
|2021/11/01&lt;br /&gt;
|SN,  CP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriTransition2Sec%Male&lt;br /&gt;
|UIS&lt;br /&gt;
|2021/11/01&lt;br /&gt;
|SN,  CP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriTransition2Sec%Parity&lt;br /&gt;
|UIS&lt;br /&gt;
|2019/09/15&lt;br /&gt;
|AW&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriTransition2Sec%Total&lt;br /&gt;
|UIS&lt;br /&gt;
|2021/11/01&lt;br /&gt;
|SN,  CP&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriWilsGPI1991&lt;br /&gt;
|John  Cheeseboro&#039;s Extraction&lt;br /&gt;
|2008/05/27&lt;br /&gt;
|No  Notes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriWilsGPI1999&lt;br /&gt;
|John  Cheeseboro&#039;s Extraction&lt;br /&gt;
|2008/05/27&lt;br /&gt;
|Uses  Post 1999 data; few of the countries   use one data point close to 1999&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriWilsGPICohort&lt;br /&gt;
|John  Cheeseboro&#039;s Extraction&lt;br /&gt;
|2008/05/27&lt;br /&gt;
|Uses  Cohort Projection&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriWilsNER1991Total%&lt;br /&gt;
|John  Cheeseboro&#039;s Extraction&lt;br /&gt;
|2008/05/27&lt;br /&gt;
|No  Notes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriWilsNER1999Total%&lt;br /&gt;
|John  Cheeseboro&#039;s Extraction&lt;br /&gt;
|2008/05/27&lt;br /&gt;
|Uses  Post 1999 data; few of the countries   use one data point close to 1999&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriWilsNERCohortTotal%&lt;br /&gt;
|John  Cheeseboro&#039;s Extraction&lt;br /&gt;
|2008/05/27&lt;br /&gt;
|Uses  Cohort Projection&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdPriWilsStudentsTotal&lt;br /&gt;
|John  Cheeseboro&#039;s Extraction&lt;br /&gt;
|2008/05/27&lt;br /&gt;
|No  Notes&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0F1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0F2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0G1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0G2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0M1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0M2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0R1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0R2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0U1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ0U2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1F1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1F2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1G1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1G2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1M1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1M2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1R1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1R2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1U1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ1U2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2F1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2F2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2G1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2G2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2M1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2M2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2R1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2R2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2U1&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualADJ2U2&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://www.beta-umr7522.fr/Datasets&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2015/01/29&lt;br /&gt;
|JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualAdultsAg15Total&lt;br /&gt;
|IFs  pre-proc estimation&lt;br /&gt;
|2018/06/03&lt;br /&gt;
|mti;  from IFs&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDQualMeanScorePrimaryFemale&lt;br /&gt;
|An  Updated Global Dataset on Education Quality (1965-2015)&lt;br /&gt;
|2017/11/27&lt;br /&gt;
|JD,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDQualMeanScorePrimaryMale&lt;br /&gt;
|An  Updated Global Dataset on Education Quality (1965-2015)&lt;br /&gt;
|2017/11/27&lt;br /&gt;
|JD,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDQualMeanScorePrimaryTotal&lt;br /&gt;
|An  Updated Global Dataset on Education Quality (1965-2015)&lt;br /&gt;
|2017/11/27&lt;br /&gt;
|JD,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDQualMeanScoreSecondaryFemale&lt;br /&gt;
|An  Updated Global Dataset on Education Quality (1965-2015)&lt;br /&gt;
|2017/11/27&lt;br /&gt;
|JD,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDQualMeanScoreSecondaryMale&lt;br /&gt;
|An  Updated Global Dataset on Education Quality (1965-2015)&lt;br /&gt;
|2017/11/27&lt;br /&gt;
|JD,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEDQualMeanScoreSecondaryTotal&lt;br /&gt;
|An  Updated Global Dataset on Education Quality (1965-2015)&lt;br /&gt;
|2017/11/27&lt;br /&gt;
|JD,EB&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingBot25%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/PDF/P06_IR_Ch2.pdf&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingFemales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/pirls2011/international-results-pirls.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingMales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/pirls2011/international-results-pirls.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingMark400%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/pirls2011/international-results-pirls.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingMark475%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/pirls2011/international-results-pirls.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingMark550%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/pirls2011/international-results-pirls.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingMark625%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/pirls2011/international-results-pirls.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingTop10%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/PDF/P06_IR_Ch2.pdf&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingTop25%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/PDF/P06_IR_Ch2.pdf&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingTop50%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/PDF/P06_IR_Ch2.pdf&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPIRLSReadingTotal&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/PDF/P06_IR_Ch2.pdf&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAMathFemales&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAMathMales&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAMathTotal&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAMathTotalWCI&lt;br /&gt;
|World  Competitiveness Yearbook 2013, IMD (Penrose Sub)&lt;br /&gt;
|2013/05/21&lt;br /&gt;
|GE;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAReadingFemales&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAReadingMales&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAReadingTotal&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAScienceFemales&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAScienceMales&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAScienceTotal&lt;br /&gt;
|OECD,  Programme for International Student Assessment,  &amp;lt;nowiki&amp;gt;http://pisadata.acer.edu.au/2006&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/12/13&lt;br /&gt;
|DAB  (vetter); JEM&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPISAScienceTotalWCI&lt;br /&gt;
|World  Competitiveness Yearbook 2013, IMD (Penrose Sub)&lt;br /&gt;
|2013/05/21&lt;br /&gt;
|GE;CN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriAllAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/01/07&lt;br /&gt;
|mti;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriMathAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/05/24&lt;br /&gt;
|MTI,KBN:  Updated with MIDEH conversions&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriMathRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriReadAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/05/24&lt;br /&gt;
|MTI,KBN:  Updated with MIDEH conversions for Honduras&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriReadRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriSciAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/01/07&lt;br /&gt;
|mti;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriSciRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriSecAllAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/01/07&lt;br /&gt;
|mti;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualPriTotalRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSchlsConInternet%&lt;br /&gt;
|WDI  CD 06&lt;br /&gt;
|2006/08/01&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecAllAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/01/07&lt;br /&gt;
|mti;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecMathAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/05/24&lt;br /&gt;
|MTI,KBN:  Updated with MIDEH conversions&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecMathRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecReadAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/05/24&lt;br /&gt;
|mti,kbn&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecReadRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecSciAvgScrWBGA&lt;br /&gt;
|World  Bank EDSTATS&lt;br /&gt;
|2018/01/07&lt;br /&gt;
|mti;&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecSciRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualSecTotalRatioNAEK&lt;br /&gt;
|Nadir  Altinok (draft)&lt;br /&gt;
|2018/01/23&lt;br /&gt;
|KN&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thFemales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thMales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thMark400%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thMark475%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thMark550%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thMark625%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thTop10%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thTop25%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thTop50%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath4thTotal&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath8thFemales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath8thMales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath8thTop10%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath8thTop25%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath8thTop50%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSMath8thTotal&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-mathematics.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thFemales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thMales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thMark400%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thMark475%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thMark550%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thMark625%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thTop10%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thTop25%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thTop50%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience4thTotal&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience8thFemales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience8thMales&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience8thTop10%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience8thTop25%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience8thTop50%&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://isc.bc.edu/timss1995i&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2008/02/01&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualTIMSSScience8thTotal&lt;br /&gt;
|&amp;lt;nowiki&amp;gt;http://timssandpirls.bc.edu/timss2011/international-results-science.html&amp;lt;/nowiki&amp;gt;&lt;br /&gt;
|2013/02/23&lt;br /&gt;
|Belgium  is average of Flemish and French scores&lt;br /&gt;
|-&lt;br /&gt;
|SeriesEdQualWEFRank&lt;br /&gt;
|World  Economic Forum.  &amp;lt;nowiki&amp;gt;http://www.weforum.org/site/homepublic.nsf/Content/Global+CompetitGlobal&amp;lt;/nowiki&amp;gt;  Competitiveness Report 2004-2005&lt;br /&gt;
|2005/02/01&lt;br /&gt;
|Survey  Results&lt;br /&gt;
|}&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9477</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9477"/>
		<updated>2022-08-10T16:53:18Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:something went wrong.png|thumb]]&lt;br /&gt;
&lt;br /&gt;
= Data Source =&lt;br /&gt;
*[[Master Sheet]]&lt;br /&gt;
*[[New Page|Country Concordance]]&lt;br /&gt;
*[[Add New Page]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=File:Something_went_wrong.png&amp;diff=9476</id>
		<title>File:Something went wrong.png</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=File:Something_went_wrong.png&amp;diff=9476"/>
		<updated>2022-08-10T16:47:36Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: &lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9471</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9471"/>
		<updated>2022-08-10T16:42:03Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*[[Audrey]]&lt;br /&gt;
*[[Test]]&lt;br /&gt;
*[[Master Sheet]]&lt;br /&gt;
*[[New Page|Country Concordance]]&lt;br /&gt;
*[[Add New Page]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9470</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9470"/>
		<updated>2022-08-10T16:41:25Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*[[Test]]&lt;br /&gt;
*[[Master Sheet]]&lt;br /&gt;
*[[New Page|Country Concordance]]&lt;br /&gt;
*[[Add New Page]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
	<entry>
		<id>https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9469</id>
		<title>Data</title>
		<link rel="alternate" type="text/html" href="https://pardeewiki.du.edu//index.php?title=Data&amp;diff=9469"/>
		<updated>2022-08-10T16:40:42Z</updated>

		<summary type="html">&lt;p&gt;Audrey.Pirzadeh: /* Data Sources */&lt;/p&gt;
&lt;hr /&gt;
&lt;div&gt;International Futures (IFs) modeling application contains a large historical database that enables model users to explore patterns, understand relationships and estimate parameters. The database consists of a large collection of country level time series tables covering a large number of variables on IFs model issue areas like population, education, health, agriculture, energy, economics, environment, infrastructure, governance and international politics. The database is compiled, in most cases, from publicly available cross-country data series, e.g., World Development Indicators, UNESCO Institute for Education database on education, FAO database on agricultural production, Correlates of War data on conflicts etc. IFs data team add new series to the database and update the existing ones on a regular basis.&lt;br /&gt;
&lt;br /&gt;
At present IFs data tables contain data for 186 countries. Temporal coverage, in most cases, start in 1960.&lt;br /&gt;
&lt;br /&gt;
*[[Database_files_in_IFs|Database&amp;amp;nbsp;files&amp;amp;nbsp;in&amp;amp;nbsp;IFs]]&lt;br /&gt;
*[[Importing_data_(general_instructions)|Importing&amp;amp;nbsp;data&amp;amp;nbsp;(general&amp;amp;nbsp;instructions)]]&lt;br /&gt;
*[[Vetting_data|Vetting&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Consolidating_data|Consolidating&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Sub-regional_data|Sub-Regional data]]&lt;br /&gt;
*[[IFs_Base_comparson|IFs Base comparison]]&lt;br /&gt;
[[File:World Bank.png|thumb|World Bank Logo (pulling data demo)]]&lt;br /&gt;
&lt;br /&gt;
= Data Sources =&lt;br /&gt;
*Test&lt;br /&gt;
*[[Master Sheet]]&lt;br /&gt;
*[[New Page|Country Concordance]]&lt;br /&gt;
*[[Add New Page]]&lt;br /&gt;
&lt;br /&gt;
= Preprocessor =&lt;br /&gt;
&lt;br /&gt;
*[[Agriculture_preprocessor|Agriculture&amp;amp;nbsp;preprocessor]]&lt;br /&gt;
*[[Economic_preprocessor|Economic_preprocessor]]&lt;br /&gt;
*[[Education_data|Education&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Energy_data|Energy&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Environmental_data|Environmental&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Health_preprocessor|Health_preprocessor]]&lt;br /&gt;
*[[Infrastructure_data|Infrastructure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Population_data|Population&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Socio-Political_data|Socio-Political&amp;amp;nbsp;data]]&lt;br /&gt;
*[[State_failure_data|State&amp;amp;nbsp;failure&amp;amp;nbsp;data]]&lt;br /&gt;
*[[Water_data|Water data]]&lt;br /&gt;
*[[World_Value_Survey_data|World&amp;amp;nbsp;Value&amp;amp;nbsp;Survey&amp;amp;nbsp;data]]&lt;br /&gt;
&lt;br /&gt;
[[EconDash|EconDash]]&lt;br /&gt;
&lt;br /&gt;
[[SDG_data|SDG_data]]&lt;/div&gt;</summary>
		<author><name>Audrey.Pirzadeh</name></author>
	</entry>
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