GeoPandas: Geospatial data analysis with pandas in Python. kepler.gl: Drag-and-drop geospatial data visualization in the browser.
| GeoPandas | kepler.gl | |
|---|---|---|
| Category | Spatial Analysis & GeoAI | Geospatial Data Visualization |
| Pricing model | Open source | Open source |
| Starts at | Free | Free |
| Free tier | — | — |
| Open source | Yes | Yes |
| Software licence | BSD-3-Clause | MIT |
| API | — | — |
| Platforms | Python | Web, JavaScript, Python |
| Made by | — | — |
| Commercial use | Check terms | Allowed |
| Export / print images | Check terms | With conditions |
| Offline / caching | Check terms | Check terms |
| Visits from MapTools | 2 | 5 |
| Visit | Visit |
GeoPandas features
- Read and write spatial files
- Spatial joins and overlays
- Projections
- Plotting
kepler.gl features
- Drag-and-drop CSV and GeoJSON
- Hexbin, arc, heatmap and trip layers
- Time playback and filters
- Export as image or HTML
- Jupyter widget
Summary based on public information. Check each provider's current pricing and terms.