preprocessing/
├─ Forsquare/
│ ├─ forsquare_preprocessing.py
├─ Gowalla/
├─ .../
postprocessing/
├─ Forsquare/
│ ├─ forsquare_hf_loader_postprocessing.py
├─ Gowalla/
├─ .../
List of the most popular datasets for geospatial data analysis and machine learning.
| Task | Dataset | Count |
|---|---|---|
| Trajectory Prediction | Geolife | 11 |
| Porto Taxi | 10 | |
| Foursquare | 10 | |
| OSM Road Network | 4 | |
| SIGSPATIAL Cup 2021 | 4 | |
| DiDi GAIA Open Data | 4 | |
| T-Drive | 4 | |
| POI Prediction | Foursquare | 10 |
| Gowalla | 9 | |
| SafeGraph | 4 | |
| EV Charging Stations Dataset | 2 | |
| Beijing-POI | 2 | |
| US-Accidents | 2 | |
| Places8 | 2 | |
| Regression | House Sales in King County | 2 |
| Police Department Incidents Data Set | 1 | |
| Philadelphia Crime | 1 | |
| Chicago Crime | 1 | |
| Zillow | 1 | |
| PySAL | 1 | |
| New York City Airbnb | 1 | |
| Traffic Flow Prediction | NGSIM | 1 |
| Chengdu | 1 | |
| Haikou | 1 | |
| PEMS08 | 1 | |
| PEMSD4 | 1 | |
| PEMSD8 | 1 | |
| Speed Prediction | METR-LA | 6 |
| PEMS_BAY | 1 | |
| Los-loop | 1 | |
| HDD (Honda Research Institute Driving Dataset) | 1 | |
| Trajectory Similarity | GISCUP'17 | 2 |
| GeeseFlights | 1 | |
| Traffic Prediction | METR-LA | 6 |
| Los-loop | 1 |