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Merge branch 'MobilityData:master' into patch-3
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README.md
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README.md
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# awesome-transit [](https://github.com/sindresorhus/awesome) [](https://github.com/CUTR-at-USF/awesome-transit/commits/master.atom)
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##### Community list of transit APIs, apps, datasets, research, and software :bus::star2::train::star2::steam_locomotive:
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##### Community list of transit APIs, apps, datasets, research, and software
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:bus::star2::train::star2::steam_locomotive:
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Have something to add or change? Open a [pull request](https://github.com/MobilityData/awesome-transit/pulls) or [issue](https://github.com/MobilityData/awesome-transit/issues) at [MobilityData/awesome-transit](https://github.com/MobilityData/awesome-transit).
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@ -39,45 +40,44 @@ Have something to add or change? Open a [pull request](https://github.com/Mobili
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- [Other multimodal data formats](#other-multimodal-data-formats)
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- [Resources](#resources)
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### Getting started
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If this is your first time dealing with transit data, you might find these links useful:
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- [GTFS](https://developers.google.com/transit/gtfs/) - A GTFS feed is a group of text files that contains infrequently changing transit data, like stops, routes, trips, and other schedule data. Transit agencies typically update their GTFS feed every few months.
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- [GTFS Realtime](https://developers.google.com/transit/gtfs-realtime/) - GTFS Realtime consists of three binary files that contain realtime vehicle positions, realtime arrival information, and service alerts. Transit agencies typically update these files every minute.
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- [World Bank - "Intro. to GTFS" online course](https://olc.worldbank.org/content/introduction-general-transit-feed-specification-gtfs-and-informal-transit-system-mapping) - A free, online, self-paced course for learning about GTFS and GTFS-realtime.
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- [Open Transit Data Toolkit](http://transitdatatoolkit.com/) - A series of lessons to help people utilize open transit data.
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- [MBTA GTFS Onboarding](https://mybinder.org/v2/gh/mbta/gtfs_onboarding/main?urlpath=lab/tree/GTFS_Onboarding.ipynb) - An interactive tutorial created by MBTA for GTFS static. A [stand-alone Docker image](https://github.com/mbta/gtfs_onboarding) is available on GitHub as well as a [hosted/no-install version](https://mybinder.org/v2/gh/mbta/gtfs_onboarding/main?urlpath=lab/tree/GTFS_Onboarding.ipynb) of the Jupyter notebook.
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### Reference resources
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- [GTFS.org](https://gtfs.org) official documentation site for the General Transit Feed Specification. Includes additional GTFS resources.
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- [Google Transit Developers](https://developers.google.com/transit/gtfs/) additional Google-specific documentation of GTFS.
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- [World Bank: Intro. to GTFS](https://olc.worldbank.org/content/introduction-general-transit-feed-specification-gtfs-and-informal-transit-system-mapping) free, online, self-paced course for learning about GTFS and GTFS Realtime.
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- [MBTA GTFS Onboarding](https://mybinder.org/v2/gh/mbta/gtfs_onboarding/main?urlpath=lab/tree/GTFS_Onboarding.ipynb) an interactive tutorial created by MBTA for GTFS static. A [stand-alone Docker image](https://github.com/mbta/gtfs_onboarding) is available on GitHub as well as a [hosted/no-install version](https://mybinder.org/v2/gh/mbta/gtfs_onboarding/main?urlpath=lab/tree/GTFS_Onboarding.ipynb) of the Jupyter notebook.
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- [TransitWiki](http://transitwiki.org) community wiki for transit planners. Like this repo, but better.
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### Community
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Places to ask questions and find other community resources.
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- [German Open Transport Meetup](https://github.com/transportkollektiv/meetup/wiki) - You can participate in a [biweekly](https://hackmd.okfn.de/opentransportmeetup#) meetup of the German-speaking open transport community.
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- [MobilityData Slack chat](https://share.mobilitydata.org/slack)
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- [Transit Developers mailing list](https://groups.google.com/forum/#!forum/transit-developers)
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- [OpenTripPlanner](https://github.com/opentripplanner/OpenTripPlanner) Community
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- [OpenTripPlanner User mailing list](https://groups.google.com/forum/#!forum/opentripplanner-users)
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- [OpenTripPlanner Developers mailing list](https://groups.google.com/forum/#!forum/opentripplanner-dev)
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- [TransitWiki](http://transitwiki.org) - A community wiki for transit planners. Like this repo, but better.
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- [MobilityData Slack chat](https://share.mobilitydata.org/slack)
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- [Transit Developers mailing list](https://groups.google.com/forum/#!forum/transit-developers)
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- OneBusAway
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- [OneBusAway User mailing list](http://groups.google.com/group/onebusaway-users)
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- [OneBusAway Developers mailing list](http://groups.google.com/group/onebusaway-developers)
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- [OneBusAway API mailing list](http://groups.google.com/group/onebusaway-api)
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- [OneBusAway Slack chat](https://onebusaway.herokuapp.com/)
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- [Transit Techies NYC](https://transittechies.nyc/) - NYC-based meetup for those interested in this repo. [Speaker list](https://transittechies.nyc/past) includes many contributors to this repo.
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#### Local and regional groups
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- [Transit Techies NYC](https://transittechies.nyc/) - NYC-based in-person/online hybrid meetup for those interested in this repo. [Speaker list](https://transittechies.nyc/past) includes many contributors to this repo.
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- [German Open Transport Meetup](https://github.com/transportkollektiv/meetup/wiki) - You can participate in a [biweekly](https://hackmd.okfn.de/opentransportmeetup#) online meetup of the German-speaking open transport community.
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- [German Open Transport Data Quality Meetup](https://github.com/transportkollektiv/meetup/wiki) - Bimonthly online meetup of the German-speaking open transport community dedicated to data quality.
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### Data
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Places to access collections of GTFS and other transit and multimodal data
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#### 3rd party GTFS URL directories
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- [The Mobility Database](https://mobilitydatabase.org/) - JSON and CSV files [on GitHub](https://github.com/MobilityData/mobility-database-catalogs) that is a repository of 2000+ mobility datasets across the world. Contains contents of OpenMobilityData/TransitFeeds.com.
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- [Transitland](https://transit.land/) - Community editable list of many transit agency GTFS datasets. Also provides an API to access the data as JSON/GeoJSON and a playground to try out the data.
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- [TransitData.io](https://transitdata.io/) - A list of GTFS data in parts of Latin America. Must contact website maintainers directly to access feeds, as they're not publicly available.
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- [~~GTFS Data Exchange~~ (Deprecated)](http://www.gtfs-data-exchange.com/agencies) - Formerly the definitive directory of GTFS feed URLs. Shutdown in 2016. But 93 GB of data from 2008 to 2016 is available upon request.
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- [~~OpenMobilityData~~ (Deprecated)](https://openmobilitydata.org/) - List of GTFS and [GTFS-RT](https://openmobilitydata.org/search?q=gtfsrt) feeds. [Archives and validates](https://openmobilitydata.org/p/capital-metro/24) the GTFS feeds and allows you to preview both [GTFS](https://openmobilitydata.org/p/capital-metro/24/latest) and [GTFS-RT](https://openmobilitydata.org/p/capital-metro/495) through the browser. Formerly TransitFeeds.com. [MobilityData announced](https://database.mobilitydata.org/#h.u71vp6xgkckf) it is end-of-life as of early 2022 with a shutdown date to be determined.
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- [The Mobility Database](https://database.mobilitydata.org/) - JSON and CSV files [on GitHub](https://github.com/MobilityData/mobility-database-catalogs) that is a repository of 1300+ mobility datasets across the world. Contains contents of OpenMobilityData/TransitFeeds.com.
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- [TransitData.io](https://transitdata.io/) - A list of GTFS data in parts of Latin America. Must contact website maintainers directly to access feeds, as they're not publicly available.
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- [Transitland](https://transit.land/) - Community editable list of many transit agency GTFS datasets. Also provides an API to access the data as JSON/GeoJSON and a playground to try out the data.
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#### Transit agency data archives
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- [CapMetrics](https://github.com/scascketta/CapMetrics) - Historical vehicle locations for Austin's transit agency (CapMetro). Data is collected by [capmetricsd](https://github.com/scascketta/capmetricsd), a Go daemon.
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- [OneBusAway](http://onebusaway.org/) - A Java app that consumes GTFS and GTFS-Realtime (along with [other formats](https://github.com/OneBusAway/onebusaway-application-modules/wiki/Real-Time-Data-Configuration-Guide)) and turns them into an easy to use [REST API](http://developer.onebusaway.org/modules/onebusaway-application-modules/current/api/where/index.html).
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- [OpenTripPlanner](http://www.opentripplanner.org/) - An open source platform for multi-modal and multi-agency journey planning, as well as returning information about a multi-modal graph (using data sources such as GTFS and [OpenStreetMap](http://www.openstreetmap.org/)).
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- [pyBikes](https://github.com/eskerda/pybikes) - Software powering [CityBikes](http://api.citybik.es) for worldwide bikeshare system info
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- [Simple Transit Api](https://github.com/ioTransit/simple-transit-api) - A simple way to get started with a GTFS api in Golang.
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- [TransitClock](https://thetransitclock.github.io/) - Java application that can consume raw vehicle positions and generate prediction times in formats such as GTFS-realtime. Formerly known as "Transitime".
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- [TransiCast](https://www.transicast.com/) - Provides public transportation data for North America in a single, integrated call and response format. The data is provided in stream-parsable XML and JSON formats. Open-source on [Google Code](https://code.google.com/archive/p/rasa/). Hosted version at www.transitcast.com [requires payment](http://www.transicast.com/coststructure.html).
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@ -215,12 +216,15 @@ Apps people use when taking transit.
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- [All Transit](https://all-transit.com) - Interactive GTFS route and schedule animation (for U.S. cities) using Mapbox GL JS, Deck.gl and Transitland. Github repository [here](https://github.com/kylebarron/all-transit).
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- [fastest-bus-analysis-in-the-west](https://github.com/vta/fastest-bus-analysis-in-the-west) - A python Pandas script that combines Ridership/APC, Swiftly speed and dwell data, bus stop inventory, GTFS, and geospatial shapes to create a stop by stop, route by route, time grouping filterable dataset for cross-analyses. The dataset is then visualized in [Tableau](https://public.tableau.com/profile/vivek7797#!/vizhome/stopsandspeedanalyses/Story1) to help VTA Planners find places to make bus and rail network faster and more reliable through speedups methods like stop consolidation and dedicated lanes.
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- [gtfspy-webviz](https://github.com/CxAalto/gtfspy-webviz) - Web application for animation and visualization of GTFS data using [gtfspy](https://github.com/CxAalto/gtfspy).
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- [gtfs-to-geojson](https://www.transit.chat/gtfs-to-geojson) - A simple online converter for gtfs to geojson with a list of feeds.
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- [gtfs-visualizations](https://github.com/cmichi/gtfs-visualizations) - Open-source NodeJS application for visualizing the routes of GTFS datasets.
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- [Mapnificent](https://www.mapnificent.net/) - Shows areas you can reach with public transport in a given time. Open-source [on GitHub](https://github.com/mapnificent/mapnificent), live at https://www.mapnificent.net/.
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- [MIT COAXS](http://mittransportanalyst.github.io/) - Co-creative Planning of Transit Corridors using Accessibility-Based Stakeholder Engagement (shows route scenarios using [OpenTripPlanner Analyst](http://www.opentripplanner.org/analyst/)).
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- [MOTIS](https://motis-project.de/) - Intermodal Mobility Information System including [visualization](https://europe.motis-project.de/)
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- [MTA Frequency](http://www.tyleragreen.com/maps/new_york/) - Frequency visualization of subways and buses in New York City built using [Transitland](https://transit.land/).
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- [SEPTA Rail OTP Report](https://apps.phor.net/septa/) - An online on-time performance reporing & drill down tool using GTFS.
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- [Simple Transit Map](https://transit.chat/simple-transit-map) - An online exmple of how to host and update a webmap with your gtfs [on Github](https://github.com/ioTransit/simple-transit-map)
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- [Simple Transit Site](https://transit.chat/simple-transit-site) - An online exmple of how to create a transit website all from your gtfs [on Github](https://github.com/ioTransit/simple-transit-site)
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- [TNExT](https://github.com/ODOT-PTS/TNExT) - Transit Network Explorer Tool (TNExT) is a web-based software tool developed for the visualization, analysis, and reporting of regional and statewide transit networks in the state of Oregon.
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- [Toronto Transit Explorer](https://github.com/sidewalklabs/totx) - A Java application that visualizes transit, biking and walking accessibility across the city of Toronto. Live version hosted [here](https://totx.sidewalklabs.com/). Uses a modified version of [R5](https://github.com/conveyal/r5) for routing.
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- [Transit Vis](https://github.com/zackAemmer/transit_vis) - A visualization tool to display performance metrics derived from the King County Metro GTFS-RT feed (OneBusAway API). Viewable [here](https://www.transitvis.com/). Used for [this paper](https://link.springer.com/article/10.1007/s12469-022-00291-7).
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- [extract-gtfs-pathways](https://github.com/derhuerst/extract-gtfs-pathways) – Command-line tool to extract pathways as GeoJSON from a GTFS dataset.
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- [extract-gtfs-shapes](https://github.com/derhuerst/extract-gtfs-shapes) – Command-line tool to extract shapes as GeoJSON from a GTFS dataset.
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- [GTFS-OSM-Sync](https://github.com/CUTR-at-USF/gtfs-osm-sync) - A Java tool for synchronizing data in GTFS format with [OpenStreetMap.org](http://www.openstreetmap.org/).
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- [gtfs-parser](https://github.com/ioTransit/gtfs-parser) - The GTFS-PARSER library is a library to allow javascript to parse gtfs and create geojson on client or server.
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- [gtfs-service-area](https://github.com/cal-itp/gtfs-service-area) - Compute a transit service area from static GTFS. Results are output as single-layer .geojson files. Dockerized version of [gtfs-to-geojson](https://github.com/BlinkTagInc/gtfs-to-geojson).
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- [GTFS-route-shapes](https://github.com/kotrc/GTFS-route-shapes) - A Python script to generate a single geoJSON shape for each transit route in a GTFS archive.
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- [gtfs-to-geojson](https://github.com/BlinkTagInc/gtfs-to-geojson) - Javascript tool that converts transit data in GTFS shapes and stops into geoJSON. This is useful for creating maps of transit routes.
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- [static-GTFS-manager](https://github.com/WRI-Cities/static-GTFS-manager) - A (self-hosted) browser-based user interface for creating, editing, exporting static GTFS (see [related post](https://groups.google.com/forum/#!topic/transit-developers/GFz5rTJTB0I)). Live demo [here](https://static-gtfs-manager.herokuapp.com/).
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- [TransitWand](https://github.com/conveyal/transit-wand) - An open source web and mobile application for collecting transit data. Use it to create GTFS feeds, capture passenger counts or generate GIS datasets.
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- [IBI Data Tools](https://github.com/ibi-group/datatools-ui) - A web application that handles GTFS editing, validating, quality checking, and deploying to OpenTripPlanner. (Combines and builds upon the functionality of the deprecated [Gtfs Data Manager](https://github.com/conveyal/gtfs-data-manager) and [GTFS Editor](https://github.com/conveyal/gtfs-editor).)
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- [IBI Data Tools Infra](https://github.com/cal-itp/ibi-datatools-infra) - A tool to quickly setup and run a local instance of the above IBI Data Tools project.
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- [GTFS.html](https://gtfs.pleasantprogrammer.com) - An entirely browser-based tool to view GTFS feeds. Use it to view routes, stops, timetables, etc.
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- [pfaedle](https://github.com/ad-freiburg/pfaedle) - Precise map-matching for GTFS using OpenStreetMap data
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- [GTFS shape mapfit](https://github.com/HSLdevcom/gtfs_shape_mapfit) - Python tool that fits GTFS shape files and stops to a given OSM map file. Uses [pymapmatch](https://github.com/tru-hy/pymapmatch) for the matching.
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- [GTFS Builder](http://nationalrtap.org/Web-Apps/GTFS-Builder) - A free web-based application to help you create GTFS files. Maintained by the National Rural Transit Assistance Program (RTAP).
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- [gtfs-station-builder](https://github.com/kostjerry/gtfs-station-builder) - UI tool to help build the internal structure of stations (including pathways.txt)
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- [GTFS Text-to-Speech Tester](https://github.com/BlinkTagInc/node-gtfs-tts) - A command-line tool that reads GTFS stop names out loud using Text-to-Speech to determine which need Text-to-Speech values for tts_stop_name in stops.txt.
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- [GTFS Text-to-Speech Tester](https://github.com/BlinkTagInc/node-gtfs-tts) - A command-line tool that reads GTFS stop names out loud using Text-to-Speech to determine which need Text-to-Speech values for tts_stop_name in stops.txt.
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- [Spare GTFS-Flex Builder](https://sparelabs.com/en/spare-gtfs-flex-builder) - A free tool that helps transit agencies easily create, manage, and export their transportation data in GTFS-Flex format.
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#### GTFS Merge Tools
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- [combine_gtfs_feeds](https://github.com/psrc/combine_gtfs_feeds) - A Python tool to combine multiple gtfs feeds into one feed/dataset.
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- [R5: Rapid Realistic Routing on Real-world and Reimagined networks](https://github.com/conveyal/r5) - A Java-based routing engine developed by Conveyal for multimodal (transit/bike/walk/car) networks. It currently plans many trips over a time window for scenario planning and analytics purposes. A related R wrapper package ([r5r](https://github.com/ipeaGIT/r5r/)) is developed independently by IPEA. See also the performance comparison from Higgins et al. (2022), linked below.
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- [tidytransit](https://github.com/r-transit/tidytransit) - An R package to read GTFS data into tibbles and simple features dataframes to map transit stops and routes, calculate travel times and transit frequencies, and validate transit feeds.
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- [transitr](https://github.com/tmelliott/transitr) - An R package for constructing and modelling a transit network in real time to obtain vehicle ETAs
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- [transit-intensity](https://github.com/ioTransit/transit-intensity) - A simple project for measuring transit intensity written in Go.
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- [Busbuzzard](https://github.com/bmander/busbuzzard) - Inference of probabilistic schedules from empirical data about transit vehicles.
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- [ESRI ArcGIS Public Transit Tools (GTFS)](https://github.com/Esri/public-transit-tools) - Tools for working with public transit data in ArcGIS
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- [GTFS-to-Chart](https://github.com/BlinkTagInc/gtfs-to-chart) - Creates stringline charts showing all vehicles on a transit route from GTFS data.
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- [transit-feed-quality-calculator](https://github.com/CUTR-at-USF/transit-feed-quality-calculator) - A Java project that uses the [gtfs-realtime-validator](https://github.com/CUTR-at-USF/gtfs-realtime-validator) to assess the quality of a large number of transit feeds, fetching the feed URLs from a global directory ([TransitFeeds.com/OpenMobilityData.org](https://openmobilitydata.org/)).
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- [Transit Network Model](https://github.com/tmelliott/TransitNetworkModel) - A tool to generate predictions using GTFS-realtime VehiclePositions, a particle filter, and a Kalman Filter.
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- [GTFS Realtime Display](https://git.wtf-eg.de/dancesWithCycles/gtfs-rt-display) - Analyse, monitor and maintain GTFS Realtime data. [Example instances](https://www.swingbe.de/activity/gtfs-rt-display/)
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- [GTFS Realtime Prediction Accuracy metrics](https://docs.google.com/document/d/1-AOtPaEViMcY6B5uTAYj7oVkwry3LfAQJg3ihSRTVoU/edit#heading=h.j27shba7rlk6) - Useful Performance Metrics for GTFS-Realtime.
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### SIRI
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