A whole world of data
Or at least that's what we're aiming for. Take a look at everything we have so far.
208M
Total Swipes
121K
Contributors
So many swipes, so much data
Every swipe adds up! The results of all this swiping are openly available. All you have to do is credit our contributors.See Community Page for more stats
What's your project type?
Our volunteers contribute by helping us discover, evaluate, and validate data in various ways. Each project type has its own use-case and data structure. See what best suits your needs.
Find Features
Know where the areas are with features - e.g. buildings, roadways, waterways
Ignore areas with no features
Ready to go for the HOT Tasking Manager
Compare Dates
See where imagery has changed between two dates
Assess damaged areas after an event
Monitor land-use change over time
Validate Footprints
Assess the quality of a mapping campaign
Identify which features have been mapped correctly, and which have not.
Focus future efforts on features that need improving
Check Completeness
Compare mapped objects against aerial imagery to identify missing map data
Identify which areas are already completely mapped
Allow humanitarian organizations to focus mapping efforts to areas that most need attention
Assess Image
Find features like potholes, or classify attributes like disaster damage to buildings
Check the accuracy of machine learning detections
Create better training data for computer vision techniques
View Streets
Explore ground-level photos
Find relevant features or qualify their characteristics
Capture more detailed information on local communities
Explore the data
Last updated: Apr 2, 2026, 12:36:50 AM
The data files always contain the most up-to-date data.
The data files always contain the most up-to-date data.
Project status
Project type
Date from
Date to
Scale
2,328 projects
93,544,000 area mapped
Find Features - Find Buildings Luchewe Ward -Flood Response - Zambia (1) HOT
Find Features
Active
Zambia
HOT
Apr 1, 2026
34
Find Features - Buildings - Aweil, South Sudan (1) Médecins Sans Frontières
Find Features
Active
Aweil, South Sudan
Médecins Sans Frontières
Apr 1, 2026
25
Find Features - Find Buildings Chirang_Kokrajhar (Pt) - India (1) HOT
Find Features
Active
India
HOT
Mar 29, 2026
57
Find Features - Find Buildings_Allahaba_Koraon - India (44) HOT
Find Features
Finished
India
HOT
Mar 28, 2026
0
Find Features - Find Buildings_Allahaba_Koraon - India (17) HOT
Find Features
Active
India
HOT
Mar 28, 2026
76
Find Features - Find Buildings_Allahaba_Koraon - India (312) HOT
Find Features
Active
India
HOT
Mar 28, 2026
75
Find Features - Find Buildings -Mozambique Floods 2026 - Chibuto (1) HOT
Find Features
Finished
Chibuto
HOT
Mar 26, 2026
156
Find Features - Find Buildings -Mozambique Floods 2026 - Chibuto (2) HOT
Find Features
Finished
Chibuto
HOT
Mar 26, 2026
175
Find Features - Find Buildings -Mozambique Floods 2026 - Chibuto (3) HOT
Find Features
Active
Chibuto
HOT
Mar 26, 2026
143
Download all projects
Project Type's Stats
Information on all projects of a specific project type
CSV
0.5 kB
Projects Overview
Information on all projects
CSV
54 MB
Projects with Centroid
Information on all projects with the project centroid
GEOJSON
3.7 MB
Projects with Geometry
Information on all projects with the project geometry
GEOJSON
67.8 MB
Our license
MapSwipe data is released under a "liberal" non-reciprocal license (Creative Commons Attribution). This only requires that users acknowledge the source. You can do whatever you want with the data, just make sure to credit the MapSwipe contributors
Have other questions?
Get in touch with us! Share feedback, explore project types, or dive into MapSwipe analytics. We're here to assist you!
