Data Quality

At NGO Aid Map, we think of data quality as having four dimensions:

  • Accuracy: the degree to which information provided correctly reflects the work being done. We depend on InterAction members to provide accurate information on their work.
  • Completeness: the percentage of projects with information for a given data field.
  • Comprehensiveness: the share of an organization’s total work published on NGO Aid Map.
  • Timeliness: how soon a project's information is shared after its start date.

To help our visitors better understand the quality of the data on the site, we’ve created visualizations for two of these elements: completeness and timeliness.

Completeness | Provision of data per field

Participants can provide a range of information for each project, with certain data fields required (indicated by an asterisk) and the others optional. Completeness is measured as the percentage of all projects for which data is provided for a given field. Please note that not all fields are applicable for all projects. Data for certain fields may also not be provided due to privacy, security or other concerns.

For more information about these fields, see the Project Reporting Guidance document on the Data Guidance page.

Completeness (All Active Projects)

Asterisk indicates a required field

  • Sort A - Z
  • Sort Z - A
  • Sort by percent, asc.
  • Sort by percent, desc.
Includes projects that are global in scope

Completeness by Organization

Includes projects that are global in scope

Overview of project data published for 24 fields on NGO Aid Map

  • Always/Usally Provided
  • Often Provided
  • Rarely/Never Provided

Timeliness | Time elapsed between project start and publication

Timeliness is measured as the difference between a project's start date and the date it is submitted to NGO Aid Map. The visualization below shows the timeliness with which organizations provided information on projects starting in 2014 or later. Projects with earlier start dates are not included because prior to 2014 organizations could only submit data on projects taking place in certain countries or sectors. NGO Aid Map became global, covering all countries and sectors, in 2014 (more on its history here).

Most, Average, and Least Timely Organizations