Data

The International Federation of Red Cross and Red Crescent Societies (IFRC) is the world’s largest humanitarian network. Our secretariat supports local Red Cross and Red Crescent action in more than 192 countries, bringing together almost 15…

FTS publishes data on humanitarian funding flows as reported by donors and recipient organizations. It presents all humanitarian funding to a country and funding that is specifically reported or that can be specifically mapped against funding…

The Food and Agriculture Organization of the United Nations (FAO) has developed a monitoring system in 26 food crisis countries to better understand the impacts of various shocks on agricultural livelihoods, food security and local value…

Daily count of port calls, estimates of incoming shipment volumes and outgoing shipment volumes (in metric tons) for ports in Pakistan.

List of active aid activities shared via the International Aid Transparency Initiative (IATI). Includes both humanitarian and development activities. More information on each activity (including financial data) is available from [http://www.d-portal.org](http://www.d-portal.org)

The [WFP Global Market Monitor](https://www.wfp.org/publications/market-monitor) monitors food prices in markets across a range of countries globally. The resources are updated every other week, with country data updating based on when data is received from country offices.

We use an anonymized snapshot of all active Facebook users and their friendship networks to measure the intensity of connectedness between locations. The Social Connectedness Index (SCI) quantifies the relative probability that two individuals from different…

Data visualisation: https://reliefweb-disastersndiseases.shinyapps.io/reliefweb-data-dad-app-1/

The World Database on Protected and Conserved Areas (WDPCA) combines the formerly separate World Database on Protected Areas (WDPA) and World Database on Other Effective Area-based Conservation Measures (WD-OECM). The WDPCA is the most comprehensive global database of marine and terrestrial protected areas and…

Contains data from the [DHS data portal](https://api.dhsprogram.com/). There is also a dataset containing [Pakistan - National Demographic and Health Data](https://data.humdata.org/dataset/dhs-data-for-pakistan) on HDX. The DHS Program Application Programming Interface (API) provides software developers access to aggregated indicator data…