World bank api. See full list on publicapis. The World Bank open data site is expanding to Data360, a newly curated collection of data, analytics, and tools to foster development. csv Download ZIP World Bank API: indicator endpoint consistency test Raw apitest1. About the Collection The Documents & Reports (D&R) site is an official disclosure mechanism for the World Bank Group’s final reports. World Bank Indicators API Example # The following is an example of a Jupyter notebook - a tutorial of how to retrieve data from the World Bank Indicators API - that illustrates how to use computational content with the template. . Apr 29, 2025 · Faltering economic growth is coinciding with ample oil supply in ways that are expected to drop global commodity prices to their lowest level of the 2020s, according to the World Bank’s latest Commodity Markets Outlook. Go library for the World Bank Data API. If you are interested in other types of data APIs, such as World Bank indicators or Data Catalog, we encourage you to visit the Bank's Open Data website or the World Bank Data Help Desk. org Feb 17, 2021 · Python packages for World Bank data have been around for a while, but WBGAPI is relatively new. For full explanation of the data and associated models, see the Climate API documentation. Use the step-by-step guides below to learn how to access the International Debt Statistics (IDS) database using the World Bank Data API. The new Finances One digital platform offers public financial data and portfolio information from across all World Bank Group entities in one place. Learn how to use the API to search and retrieve public, Bank documents from the Documents & Reports site. This guide It presents the most current and accurate global development data available, and includes national, regional and global estimates. The Finances API provides programmatic access to World Bank financial data (loans, credits, financial statements, etc) delivered on the World Bank Finances platform. Access GDP per capita data in current US dollars from the World Bank, providing insights into economic performance and living standards worldwide. Documentation is Free and open access to global development data 1. Set the weights for each economic factor to influence the adjusted price calculation. This repository provides a Python script designed to retrieve and process macroeconomic indicators for any country listed in the World Bank's Data Bank. then you can run your code. Some of our projects are cofinanced with governments, other We would like to show you a description here but the site won’t allow us. Oct 2, 2019 · The World Bank recently released the latest version of International Debt Statistics (IDS). World development Indicators (WDI) World Development Indicators (WDI) is the primary World Bank collection of development indicators, compiled from officially recognized international sources. 15 poverty line, and based on this new measure, how many people are living in extreme poverty in the world? This API provides users access to metadata and data files for datasets within the World Bank's Data360 Data. Returns easy-to-use tables as outputs. Developer Information → Developer Information: Overview About the Indicators API Documentation New Features and Enhancements in the V2 API API Basic Call Structures Country API Queries 15 articles → The World Bank in Azerbaijan The World Bank Group's strategy in Azerbaijan focuses on addressing key development challenges and opportunities in the country by supporting initiatives to diversify the economy, create jobs and improve productivity, enhance public sector management, and address climate change. AFIN operates the API Exchange (APIX)15 platform, the world’s first cross-border, open-architecture API marketplace and sandbox platform for collaboration between fintech companies and financial institutions. ", We would like to show you a description here but the site won’t allow us. RStudio provides a nice We would like to show you a description here but the site won’t allow us. Get API details, uptime stats, pricing info, and integration examples for World Bank. Currently, wbdata wraps most of the World Bank API, and also adds some convenience functionality for searching and retrieving information. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. 1. Jul 7, 2023 · So you have to first specify wb. Our work spans various The World Bank does not guarantee the accuracy of the data included in this work. For example: https://api. Download GDP data in purchasing power parity from the World Bank API in Excel format. Jun 22, 2012 · Increasingly, many World Bank data websites include an Application Programming Interface (API) that makes data available in XML, JSON and/or other machine-readable formats. Acknowledgements: This program was developed by Joao Pedro Azevedo. The portal has an Climate Data API as REST framework that can provide Precipitation and Temperature data on historic and modeled dataset from 15 global circulation models (CGMs) and 2 emissions scenarios at country and basin spatial scale. The World Bank Group Archives can only offer an API to access descriptive metadata from the Archives Catalog. The following GET request will get us every source from the World Bank Data API. The World Bank API allows users to access various datasets and indicators related to global development. If you’ve never used such a thing, it’s comparable to Excel, except that instead of focusing on data as Excel does, we’ll focus on what we’re doing to the data (the code). Aug 22, 2024 · Here, wbdata allows us to interact with the World Bank's API, pandas will help us clean and manipulate the data, and matplotlib will be used for plotting. The access to these databases is made possible by the World Bank's Open Data Initiative which provides open full access to World Bank databases. db = 1. org/v2/indicator/NY. Adding ctrycode=n removes the country code from the response. API stands for Application Programming Interface, a very generic, and somewhat intimidating terminology. Feb 19, 2018 · World Bank has a Climate Change Knowledge Portal with information, data and reports about climate change around the world. Jul 23, 2025 · The World Bank provides a wealth of data that is invaluable for researchers, economists, and policymakers. The database currently includes around 1,600 time-series indicators for almost 220 economies and more than 45 country groups, with data for many indicators going back more than 50 years. The API supports both HTTP and HTTPS protocols and does not require authentication. There is a Python package called The Climate Change Knowledge Portal (CCKP) provides global data on historical and future climate, vulnerabilities, and impacts. The most significant difference from other The World Bank API allows users to access various datasets and indicators related to global development. How is Data360 different from the World Bank Group’s other data portals? Data360 sources, organizes, documents, and consolidates datasets and indicators from across the World Bank Group, giving users access to 40 times more data than was previously available on the World Bank’s open data portal. It’s a package that allows you to fetch, manipulate, and visualize data with ease. {"rows":10,"os":"0","page":"1","total":"27502","projects":{"P176725":{"id":"P176725","proj_id":"P176725","countryshortname":"Kenya","boardapprovaldate":"2026-08-12T00 Sep 12, 2017 · 4. Data Retrieval These are the functions for actually getting data values from the World Bank API. Spatially aggregated data is available via API or as a downloadable excel file. It is designed both for data novices and data scientist types. Most Recent Surveys World Bank Group Country Survey 2024 By Public Opinion Research Group Submitted on:28 May, 2025 World Bank Enterprise Survey 2022 By World Bank Group (WBG) Submitted on:06 Feb, 2025 Global Financial Inclusion (Global Findex) Database 2021 By Development Research Group, Finance and Private Sector Development Unit Submitted on Search and download data from the World Bank Data API. Adjust the competitive factor based on the level of competition in the target market. A Python interface to the World Bank Indicators and Climate APIs. The Help Desk is here to answer your questions about data from the World Bank and encourage a dialogue about how we can improve them. Explore data and statistics on countries worldwide from The World Bank. It leverages the World Bank API to gather detailed economic, social, and financial data, offering an efficient way to conduct analysis or build custom reports. It allows users to explore, analyze, share, and download data, with API access available for developers. wb_cachelist is simply a saved return of wb_cache(lang = "en"). The API offers a robust and user-friendly interface for accessing the data and metadata from the World Bank Group Scorecard. Use this package to explore the World Development Indicators published by the World Bank. Jun 13, 2022 · In this week’s blog, we review PIP’s data API. Source: Retrieves information about the source database. For the most recent information on available data from the World Bank API wb_cache() downloads an updated version of the information stored in wb_cachelist. the code wb. Users can retrieve data on a wide range of topics such as education, health, poverty, and environment. Jul 22, 2013 · We’ve written about accessing World Bank data in Stata in the past, but I’m going to take a moment to survey the other language-specific libraries that I know of. io This API provides users access to metadata and data files for datasets within the World Bank's Data360 Data. WBGAPI differs from other packages for World Bank data in a few respects and in general tries to take full advantage of the World Bank's powerful API while mitigating Jan 31, 2024 · A library to access World Bank datawbdata Wbdata is a simple python interface to find and request information from the World Bank's various databases, either as a dictionary containing full metadata or as a pandas DataFrame or series. Oct 2, 2019 · This is first part in a series on accessing the International Debt Statistics (IDS) database through the World Bank Data API. GDP. Basic functionality The basic functionality for wbdata users is provided by a set of functions in the topic level package namespace. This is an ongoing effort and we welcome your feedback ReDoc - World Bank ReDoc The following information will appear, when available, in the response when using this country query through the World Bank API: 3 letter ISO 3166-1 alpha-3 code Dec 15, 2011 · Query Definitions Advanced Data Queries allow you to retrieve data for any combination of multidimensional data sources and multidimensional concepts. PCAP. I wrote this package to take advantage of some improvements in the API that have also been around for a while, but were difficult to understand or use, and not well supported in other packages. Learn more about bidirectional Unicode characters Version 0. Leveraging this dataset in R, a powerful statistical programming language, can yield insightful analyses and visualizations. Trade indicators like Hirschman Herfindahl market concentration index, index of market penetration, world growth and country growth in percentage. CD_DS2_en_excel_v2 is no longer available. wbdata, which works well. Leveraging the foundational work of its predecessor, ProsperityData360, Data360 is a We would like to show you a description here but the site won’t allow us. Data Catalog Data presented on CCKP is disseminated by the World Bank under its Open Data Policy Data can be accessed through the Data Access tab. Jul 28, 2025 · Determine if the API is running and listening as expected Return information about the API Return valid query parameters Return the available data versions World Bank country data World Bank country indicator data World Bank income level data World Bank indicator data World Bank available languages World Bank lending type data World Bank region Free and open access to global development data WBGAPI provides modern, pythonic access to the World Bank's data API. It enables developers, researchers, and analysts to programmatically retrieve data in various formats to support building applications, conducting research, or performing data analysis. We collaborate with governments, private sector partners, and civil society to tackle the most pressing challenges facing the world today. Please visit the Data Updates webpage for more information. The Data Catalog API provides information about the thousands of development-relevant datasets available through the World Bank Data Catalog. Country official statistics, National Statistical Organizations and/or Central Banks; National Accounts data files, Organisation for Economic Co-operation and Development ( OECD ); Staff estimates, World Bank ( WB ) Jul 24, 2023 · The World Bank API is a valuable resource for anyone interested in global development data, and Python’s requests and pandas libraries make it easy to fetch, process, and analyze this data. R is the language we code in, and the R program runs that code. db=1 instructs the API to look into the first database which is wb. To learn more about the API endpoint and how data can be accessed using statistical and programming software applications, view the “Ways to access and cite data from the Portal” section of the Help page. Please refer to the above response example when interpreting these explanations. Python module that makes using the World Bank's API a lot easier and more intuitive. Sep 13, 2024 · WBGAPI 项目使用教程 1. in an accessible format. Please refer to the above response example when interpreting these explanations The World Bank data is also available in Google's Data Explorer. PP. If you were connected to the IDS database through the World Bank Data API, you would already know that! Including ctrycode=y gives The World Bank’s 3-character code for the country, region, income level, and/or lending types called. The repository contains official documents and reports which are made available to the public in accordance with the Bank’s Access to Information Policy to better share the institution's knowledge base. It allows developers to integrate Wo PIP also hosts additional indicators used by the World Bank to assess progress on poverty and inequality around the world: the Multidimensional Poverty Measure capturing additional deprivations beyond the monetary, the Prosperity Gap, defined as the average factor by which incomes fall short of a reference income level ($25/day), and the Growth We would like to show you a description here but the site won’t allow us. It presents the most current and accurate global development data available, and includes national, regional and global estimates. Apr 17, 2009 · Certain online circles have been buzzing about last week's quiet release of the World Bank's new open API, or application programming interface, which gives open access to vast amounts of the Bank's economic data that date back more than 50 years. datalibweb - datalibweb is the Stata frontend for the microdata API created by Poverty Global Practice in collaboration with ITS and DECDG to enable users to access data and documentation available in different global, regional and country microdata catalogs at the World Bank. The following Advanced Data Queries can be made through the Metadata API. India from The World Bank: DataThe Human Capital Index (HCI) database provides data at the country level for each of the components of the Human Capital Index as well as for the overall index, disaggregated by gender. The report includes country-specific three-year forecasts for major macroeconomic indicators, including commodity and financial markets. Why did the World Bank decide to update the International Poverty Line? What is the $2. An interface to compute poverty and inequality indicators for more than 160 countries and regions from the World Bank's database of household surveys. py This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. You will learn how to query the World Bank Data API to retrieve the source ID for International Debt Statistics, the corresponding indicators, and available countries, regions, or income level categories. It allows developers to integrate World Bank datasets into their applications and services, facilitating data-driven decision-making for research and policy development. The following code in this guide will The Microdata Library is a collection of datasets from the World Bank and other international, regional and national organizations Apr 21, 2020 · That is why we’re sharing Part 2 of our Python and R step-by-step guides, which show users how to get and explore data from the International Debt Statistics (IDS) database using the World Bank API. 6. In this video, we'll be using the python library #wbgapi, a python wrapper for the World Bank Open Data API. Find out the supported query strings, output formats, download formats, languages and local languages. pandas_datareader The reason for which I wrote world_bank_data is mostly Trade Stats – Trade: Trade data such as total exports, number or products exported, exporting and importing partner countries and exported and imported product groups are available. org Endpoints Get List of Countries Description: Returns a list of all countries with their respective codes. The index measures the amount of human capital that a child born today can expect to attain by age 18, given the risks of poor health and poor education that prevail in the With 189 member countries, the World Bank Group is a unique global partnership fighting poverty worldwide through sustainable solutions. May 3, 2018 · API Presentation_External DETAILS Document Name API Presentation_External Document Date 5/3/2018 10:13:30 AM Web Publish Date 5/3/2018 10:23:00 AM Authors Peikar,Farhad Document Type Correspondence Language English Country World Aug 13, 2023 · The WDI (World Development Indicators) package in R is like a magic wand for working with World Bank Data. Detailed explanations and examples are provided for each query type in the following pages. Learn how to use the Indicators API to query data from the World Bank using URL or argument based structures. worldbank. The news was first announced by the third-party creator Mar 15, 2012 · The wbopendata module connects to the World Bank Open Data API and provides direct access to the latest version of the Bank’s data though the Stata interface – there’s no unnecessary downloading or management of data needed. In this part, we will query the World Bank Data API to retrieve the indicator names (including the new ones!) and location codes. This is second part of a two-part series on accessing the International Debt Statistics (IDS) database through the World Bank Data API. Climate Change Knowledge Portal Documentation. It includes data from the World Bank's microdata, finances and energy data platforms, as well as datasets from the open data catalog The calculator fetches real-time data on Purchasing Power Parity (PPP), GDP per capita, and Consumer Price Index (CPI) for both countries using the World Bank API. data360r converts these into a wide or long table format for you – perfect for exporting to and analyzing in Excel for beginners, or doing exploratory data analysis directly in R for experts. Broader access to these data allow policymakers and advocacy groups to make better-informed decisions and measure improvements more accurately. Our API provides data in JSON (JavaScript Object Notation), which may not be a friendly format for all users. Step 2: Define the Indicators and Countries The World Bank provides low-interest loans, zero to low-interest credits, and grants to developing countries. Get started from The World Bank: DataThis site is designed to make World Bank data easy to find, download, and use. To review, open the file in an editor that reveals hidden Unicode characters. Read More » We would like to show you a description here but the site won’t allow us. Refer metadata section for list of Reporter Code In this video tutorial we will teach you how to use World Bank API (WBGAPI) to import data and statistics into python and create charts using Pandas library. MKTP. The following code in this guide will show step-by-step how to: Setup up your environment with the needed Python packages Create Indicator What is wbdata? Wbdata is a simple python interface to find and request information from the World Bank's various databases, either as a dictionary containing full metadata or as a pandas DataFrame. We would like to show you a description here but the site won’t allow us. You can get the total number of pages from one of the returned JSON parameters, called "total". The boundaries, colors, denominations, and other information shown on any map in this work do not imply any judgment on the part of The World Bank concerning the legal status of any territory or the endorsement or acceptance of such boundaries. Examples: World Development Indicators, Doing Business, International Debt Statistics, etc. CD?source=11 https://api. See Excel Analytics Engine: From API to Insight A professional-grade Excel solution that connects directly to the World Bank Open Data API, processes large datasets with Power Query (M), and delivers insights through dynamic dashboards powered by DAX. Raw Data Retrieval Free and open access to global development data The Data Catalog is designed to make World Bank's development data easy to find, download, use, and share. You can retrieve data for aggregates by using the appropriate code where you would otherwise specify a country. This platform was revamped in September, 2021, with a significantly improved API. Apr 5, 2016 · UNCTAD TRAINS Data Preferential and most-favored-nation (MFN) tariff rates are available in this dataset. This data encompasses various aspects of global development, including economic indicators, health statistics, education metrics, and environmental data. World Bank Download the total population data from World Bank in Excel format. db = 1 = "Doing business". All of the data found here can be used free of charge with minimal restrictions. To get you started, here are a few of the ways you can access individual data series and entire datasets: Search Bar and Site Menu The easiest way to look for data is to use the search box at the top Developer Information: Overview About the Indicators API Documentation New Features and Enhancements in the V2 API API Basic Call Structures Country API Queries Aggregate API Queries Indicator API Queries Topic API Queries Advanced Data API Queries Metadata API Queries SDMX API Queries API Error Codes Data Catalog API Development Best Practices This quick reference guide focuses on application programming interfaces (API) documentation in Finances one, a product of WBG finance and accounting. However, frequently you only need to obtain a handful of indicators or a subset of countries. Bulk data download for geospatial data, provided as global gridded NetCDF files, will be available soon. We'll look at different ways to search the data, Seamless Access to World Bank World Development Indicators (WDI) wbwdi documentation built on April 4, 2025, 2:14 a. Learn how to use the Indicators API to access nearly 16,000 time series indicators from over 45 databases. Mar 10, 2025 · The World Bank contains a rich and detailed set of socioeconomic indicators spanning several decades and dozens of topics. Data are harmonized across the countries at 6-digit level of the Harmonized System. In Part 1, we queried the World Bank Data API to retrieve indicator names and location codes. m. To provide more granular access to this information, the World Bank provides a RESTful API for querying Usage worldbank functions are prefixed with wb_ and follow the naming convention of the World Bank API v2. CD_DS2_en_csv_v2_4901661. 0 Description Download and search data from the 'World Bank Indicators API', which provides access to nearly 16,000 time series indicators. Python Alternatively to world_bank_data, Python users may find useful the following packages: wbpy, nicely documented and recently updated to Python 3 and the World Bank API v2. - tgherzog/wbgapi Free and open access to global development data [ { "page":1, "pages":1, "per_page":50, "total":21 }, [ { "id":"1", "value":"Agriculture & Rural Development", "sourceNote":"For the 70 percent of the world's poor" Query Definitions The following metadata queries can be made through the Metadata API. Through innovation, data-driven insights, and sustainable development practices, we aim to create a better future for all. API Documentation The World Bank indicators API allows users to programmatically access all the WDI indicators and query the data in several ways, using parameters to specify the request. What's new in this version of wbopendata? The new version of wbopendata lets you: Free and open access to global development data 4 Using R to access the World Bank API R/RStudio is a statistical programming environment, much like Stata, SAS or SPSS. The World Bank Data in Python This is an implementation of the World Bank API v2 in Python. org/v2/source/11/indicator/NY. In this entry, we will be looking at how to install the World Bank's public database API (aka WBGAPI) in Python, how to import data and, importantly, how to work with it. Base URL: https://api. WBGAPI differs from other packages for World Bank data in a few respects and in general tries to take full advantage of the World Bank's powerful API while mitigating the impact of some its ideosyncracies. Tariff data (traded and non-traded tariff lines) can be downloaded by specifying values for the below dimensions: Reporter: The Reporter ISO Country Code. Note: version 2 of the Indicators API was released several years ago, and version 1 was officially retired in November , 2018. This is Part 2 of series of step-by-step guides helping you access, explore, and analyze IDS data. You can fetch articles, statistics, trade emasures, covid-19 research analsysis. The Climate API lets you access modelled and historical data for temperature and precipitation. 项目介绍 WBGAPI 是一个用于访问世界银行开放数据 API 的 Python 包。它旨在为数据新手和数据科学家提供现代、Pythonic 的访问方式。WBGAPI 与 其他 世界银行数据包的不同之处在于，它默认查询单个数据库，而不是集体查询所有数据库。这可以避免在不同数据库中出现相同指标时的 Global Economic Prospects examines trends for the world economy and how they affect developing countries. The World Bank Data API provides access to a wide array of economic, financial, and social data from over 200 countries. To find an indicator from a specific source, the indicator’s source ID must be provided as a query parameter. Their data is available for bulk download as CSV files from their website. The API accepts HTTP GET requests with query parameters to specify the format, fields, facets and pagination of the results. In practice though, a data API is just a way to access data via a URL, not so dissimilar to downloading a Oct 2, 2019 · The World Bank Data API has numerous sources, including one specific to International Debt Statistics. How to Use API Service Step 1: Access the API Docs from the Data List Page or API Service from the Data Details Page Mar 16, 2023 · World Bank Dataset: GDP per capita, PPP (current international $) - API_NY. "title": "World Bank Data Catalog API", "description": "This API provides users access to metadata and data files for datasets within the World Bank's public development data catalog. Aggregates—by region, income level or lending group—are also available in the API. Jul 10, 2024 · Welcome to the World Bank's Data Help Desk. The World Bank provides free and open access to a comprehensive set of data about development in countries around the globe, together with other datasets cited in the data catalog. Jan 30, 2020 · To use multiple indicators and return JSON, you need to provide both the source ID and the format type, as mentioned in the World Bank API tutorial. The World Bank Group's mission is to end extreme poverty and boost shared prosperity on a livable planet. Indicators Belonging to Multiple Sources Sometimes indicators belong to multiple sources. The World Bank offers some of the most comprehensive publicly available macroeconomic datasets. These support a wide array of investments in such areas as education, health, public administration, infrastructure, financial and private sector development, agriculture, and environmental and natural resource management. Also lets you query data bank analysis / visualization tools that contains collections of time series on data on a variety of topics. Version 1 was discontinued entirely on June 19, 2020 (see link). From now on, unless I state otherwise, by “API”, I’m referring to our development indicators API. CD Jul 5, 2022 · WBGAPI WBGAPI provides modern, pythonic access to the World Bank's data API. Free and Open access to global development data provided by world bank. The guides are available in Python and R. User Guide to WDI Resources The World Development Indicators is the World Bank’s premier compilation of cross-country comparable data on development. Readthedocs Github source World Bank API docs The Indicators API lets you access a large number of world development indicators - country data on education, environment, gender, health, population, poverty, technology, and more. Currently, wbdata wraps most of the World Bank API, and also adds some convenience functions for searching and retrieving information. Detailed explanations and examples are provided for each query type. GitHub is where people build software. It cannot be used with other World Bank APIs. The indicator API_NY. Contribute to worldbank/climateknowledgeportal development by creating an account on GitHub. This API computes all poverty and inequality statistics available at pip. In this guide, we will use that information to explore the regional trends of total external debt stocks from the IDS database. Jul 18, 2020 · The World Bank API has multiple date pairs associated with each dataset, but a single wbpy call will make multiple API calls and return all the dates associated with the requested data type.
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