Syndicate content

open data

Introducing the online guide to the World Development Indicators: A new way to discover data on development

World Bank Data Team's picture

The World Development Indicators (WDI) is the World Bank’s premier compilation of international statistics on global development. Drawing from officially recognized sources and including national, regional, and global estimates, the WDI provides access to almost 1,600 indicators for 217 economies, with some time series extending back more than 50 years. The database helps users—analysts, policymakers, academics, and all those curious about the state of the world—to find information related to all aspects of development, both current and historical.

An annual World Development Indicators report was available in print or PDF format until last year. This year, we introduce the World Development Indicators website: a new discovery tool and storytelling platform for our data which takes users behind the scenes with information about data coverage, curation, and methodologies. The goal is to provide a useful, easily accessible guide to the database and make it easy for users to discover what type of indicators are available, how they’re collected, and how they can be visualized to analyze development trends.

So, what can you do on the new World Development Indicators website?

1. Explore available indicators by theme

The indicators in the WDI are organized according to six thematic areas: Poverty and Inequality, People, Environment, Economy, States and Markets, and Global Links. Each thematic page provides an overview of the type of data available, a list of featured indicators, and information about widely used methodologies and current data challenges.

Understanding Niamey’s flood risk through open source mapping, drones, and modeling

Vivien Deparday's picture



For thousands of years, the Niger River has been the lifeblood for not only Niger, but also its neighboring countries in the Niger River Basin. Yet, even as many Nigeriens depend on the mighty waterway for food, water, and livelihoods, the Niger River also poses a severe flood risk to the West African country during the rainy season. In the third quarter of 2017, widespread flooding due to heavy rains claimed the lives of over 50 people and displaced nearly 200,000.

Need better maps? Take it to the crowd!

Charles Fox's picture
A detailed map of the Kibera slum in Nairobi, Kenya. Open Street Map
Amateur mappers the world over have long known that they can support global development, from the comfort of their homes, through one simple tool: OpenStreetMap (OSM). What has been less clear is how we can build this effort into the fabric of World Bank operations.

OSM has revolutionized geography. It is the ‘Wikipedia’ of mapping: anyone can edit the map by tracing features such as roads and buildings against free, high-quality satellite imagery. In contrast to other map services, the platform is entirely open:  anyone can download a layer of the roads and buildings that make up the map. It is built for the people, by the people, in all regions of the world. It epitomizes the best features of open digital collaboration: leading-edge technology made freely available to all, regardless of location. Because everyone can contribute, OSM maps are often much more complete than commercial alternatives—especially in areas that are hard to survey, such as informal settlements].

The World Bank makes frequent use of OSM for research purposes, and occasionally supports one-off initiatives to complete OSM maps in specific areas, e.g. after natural disasters (Nepal and Haiti are recent examples). But we have put less effort into nurturing the community of altruistic mapping volunteers who make OSM so special, and play a critical role in keeping the map updated over time.

A recent series of initiatives, however, is bucking that trend.
 

No, 70% of the world’s poor aren’t women, but that doesn’t mean poverty isn’t sexist

Carolina Sánchez-Páramo's picture
“Seventy percent of the world’s extreme poor are women”. If you’ve encountered this statistic before, please raise your hand. That is a lot of hands. And yet, this is what we call a ‘zombie statistic’: often quoted but rarely, if ever, presented with a source from which the number can be replicated.

How Maputo is driving new forms of collaboration between citizens and city governments

Eva Clemente's picture
The true test is whether open data leads to improvements in public services.


Maputo, Mozambique’s capital, celebrated its 130th anniversary in November. But that’s not its only milestone: This year, it became only the second city in sub-Saharan Africa to have its own open data platform—one of many exciting results to come out of its Open Data Roadmap.

What's the cost of open government reforms? New tool can help you find out

Daniel Nogueira-Budny's picture
Graphic: Nicholas Nam/World Bank

Advocacy around open government reforms to date has largely revolved around the intrinsic value of transparency, accountability, and participation. In a resource-constrained environment, development practitioners, policy makers, and citizens increasingly have to be more judicious. Adopting new methods or tools – such as open contracting mechanisms, open data dashboards and participatory budgeting – is not free. How can we measure the instrumental value of open government reforms?

Understanding transit-oriented development through bike-sharing big data

Wanli Fang's picture
As one of over 20 million people who work and live in Beijing, China, I used to find commuting to work in rush-hour traffic rather painful. However, things have changed dramatically since last year. Now I can bypass the traffic by riding a shared bike to the closest metro station and make better use of public transit. Similar change is happening to my family and friends.

The unprecedented booming of dockless shared bikes in China presents a promising solution to the “last-mile problem” that has perplexed city planners for years: providing easier access to the mass transit system while ensuring good ridership. Thanks to the GPS tracking device installed on thousands of dockless shared bikes, city planners in China are now equipped with new and better information to analyze the demand for—and the performance of—public transit systems. For the first time, city managers can clearly map out the attractiveness and accessibility of metro stations by analyzing individual-level biking trips.

This innovation is good news to efforts to build more livable, sustainable cities through transit-oriented development (TOD). For example, to support the recently launched GEF Sustainable Cities Integrated Approach Pilot Project, we have been working with Mobike, a major bike-sharing company, to conduct an analysis utilizing the data of biking trips around metro stations in our project cities. Below are a few interesting observations:
  • Revisiting the scope of TOD. A commonly accepted textbook definition of the core area of TOD is an 800-meter radius around the metro station or other types of public transit hubs. This definition is based on the distance that can be reached by a 10-minute walk. However, the actual catchment of a metro station can reach a 2-3 km radius when biking prevails, as in Demark and Netherland. Our analysis illustrates that a big chunk of biking trips around metro stations even go beyond the 3km radius (see bright blue traces in Figure 1 below). This indicates that the spatial scope of planning and design around the metro stations should be contextualized. Accordingly, the price premium associated with adjacency to public transit service is more likely to be shared by a broader range of nearby real estate properties than expected.
Figure 1: Biking traces around major metro station in Beijing (left) and Shenzhen (right).

[Read: TOD with Chinese characteristics: localization as the rule rather than the exception] –  which also discusses defining the scope of TOD. 

In 5 years of supporting open data around the world, what have we learned?

Elisa Liberatori Prati's picture
This blog post is a part of the International Open Access Week blog series

World Bank Global Data Editor & Senior Data Scientist, Tariq Khokhar, introduces a new report on lessons learned while supporting open data in the Bank’s client countries.
 


 
When the World Bank’s launched its open data initiative in 2010, we were convinced it was the right thing to do, but unsure what the results would be.
 
We soon saw that removing the technical and legal barriers to accessing our data triggered a 15-fold increase in its use. From carrying out economic analyses and highlighting gaps in our data, to creating news stories, data visualizations and games - more users, in more places were doing more things with our data than we’d ever seen before.

Open access resources

Elisa Liberatori Prati's picture


This blog post is a part of the International Open Access Week blog series

Thanks to Open Access (OA), scientists, health care professionals, libraries, and institutions facing budget limitations can access scholarly publications at little or no cost. Claire Guimbert, Research Librarian in ITS Knowledge and Information has gathered just a few of the many resources from outside the World Bank that our library staff has found helpful: 

Academic libraries and open access resources in Latin America

Elisa Liberatori Prati's picture

This blog post is a part of the International Open Access Week blog series

In our continuing blog series leading up to International Open Access Week (October 23-27), Eduardo E. Quintero Orta, Research Librarian in ITS Knowledge and Information* discusses the importance and prevalence of Open Access to research in Latin America:

“Education is a powerful driver of development and one of the strongest instruments for reducing poverty and improving health, gender equality, peace, and stability”


Pages