Overview | Data sources | METRO SP transparency portal | Insper Dataverse | GeoSampa | Passenger datasets | passengers_entrance | passengers_transported | station_averages | station_daily | Spatial datasets | lines | stations | Auxiliary datasets | Data notes and caveats | Entrance vs. transported | Station-level transfer counting | Line 5 ownership change | Station openings during the data window | Line 15 Sunday closures | Rounding in station averages | Lines 4 and 5: station codes | 2017 partial year | Trailing months and NA values | Source attribution
Package: metrosp 1.1.0
metrosp: São Paulo Metro Passenger Demand Data
Provides passenger demand data for the São Paulo metro system, covering 2012 to 2026. Datasets include monthly passenger entries and transported counts by line, average weekday station entries, daily station entries, and spatial geometries for metro and commuter train lines and stations.
Authors:
metrosp_1.1.0.tar.gz
metrosp_1.1.0.zip(r-4.7)metrosp_1.1.0.zip(r-4.6)metrosp_1.1.0.zip(r-4.5)
metrosp_1.1.0.tgz(r-4.6-any)metrosp_1.1.0.tgz(r-4.5-any)
metrosp_1.1.0.tar.gz(r-4.7-any)metrosp_1.1.0.tar.gz(r-4.6-any)
metrosp_1.1.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
metrosp/json (API)
| # Install 'metrosp' in R: |
| install.packages('metrosp', repos = c('https://viniciusoike.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/viniciusoike/metrosp/issues
Pkgdown/docs site:https://viniciusoike.github.io
Datasets:
- calendar_spo - São Paulo Holiday and Business-Day Calendar
- lines - Metro and Train Line Routes
- metro_colors - Metro SP Official Line Colors
- passengers_entrance - Passengers Entering Metro SP Stations by Line
- passengers_transported - Passengers Transported by Metro SP Line
- station_averages - Average Weekday Passenger Entries by Station
- station_daily - Daily Passenger Entries by Metro SP Station
- station_inauguration - Station Commercial Opening Dates
- stations - Metro and Train Station Locations
opendatapublic-transportationsao-paulosmart-citiessubwayquarto
Last updated from:acc8ee5513. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 180 | ||
| source / vignettes | OK | 189 | ||
| linux-release-x86_64 | OK | 166 | ||
| macos-release-arm64 | OK | 184 | ||
| macos-oldrel-arm64 | OK | 111 | ||
| windows-devel | OK | 122 | ||
| windows-release | OK | 134 | ||
| windows-oldrel | OK | 125 | ||
| wasm-release | OK | 110 |
Exports:
Dependencies:
data-dictionary
Last update: 2026-06-07
Started: 2026-06-03
getting_started
metrosp | The datasets | Entrance and Transported | Entrance | Transported | Station Averages | Station Daily
Last update: 2026-06-07
Started: 2026-05-02
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| São Paulo Holiday and Business-Day Calendar | calendar_spo |
| Metro and Train Line Routes | lines |
| Metro SP Official Line Colors | metro_colors |
| Passengers Entering Metro SP Stations by Line | passengers_entrance |
| Passengers Transported by Metro SP Line | passengers_transported |
| Average Weekday Passenger Entries by Station | station_averages |
| Daily Passenger Entries by Metro SP Station | station_daily |
| Station Commercial Opening Dates | station_inauguration |
| Metro and Train Station Locations | stations |
