# Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools
## 2 Data-Driven Traffic Estimation and Prediction
### Surveillance and Airborne Digital Cameras
\begin{table}
\begin{tabular}{p{56.9 pt} p{56.9 pt} p{113.8 pt} p{113.8 pt}} \hline \hline
**Name** & **Type** & **Spatial Range** & **Temporal Range** & **Download Link** \\ \hline SHMetro [64] & Metro & Shanghai, China & 1 July 2016 to 3 September 2016 & [[https://github.com/ivechan/PVCGN](https://github.com/ivechan/PVCGN)]([https://github.com/ivechan/PVCGN](https://github.com/ivechan/PVCGN)) \\ \hline HZMetro [64] & Metro & Hangzhou, China & January 2019 & [[https://github.com/ivechan/PVCGN](https://github.com/ivechan/PVCGN)]([https://github.com/ivechan/PVCGN](https://github.com/ivechan/PVCGN)) \\ \hline Hangzhou Metro & Metro & Hangzhou, China & 1 January 2019 to 25 January 2019 & [[https://tianchi.aliyun.com/competition/e](https://tianchi.aliyun.com/competition/e)]([https://tianchi.aliyun.com/competition/e](https://tianchi.aliyun.com/competition/e)) ntrance/231708/information \\ \hline Bike Bay Area [65] & Shared bike & Bay Area, USA & 1 September 2015 to 31 August 2016 & [[https://github.com/TwinkleBill/babs](https://github.com/TwinkleBill/babs)]([https://github.com/TwinkleBill/babs](https://github.com/TwinkleBill/babs))\_op en\_data\_year\_3 \\ \hline BikeNYC & Shared bike & NYC, USA & 1 2013 to 12 December 2016 & [[https://www.citibikenyc.com/system-data](https://www.citibikenyc.com/system-data)]([https://www.citibikenyc.com/system-data](https://www.citibikenyc.com/system-data)) \\ \hline BikeDC & Shared bike & Washington, DC, USA & 2011–2016 & [[https://www.capitalbikeshare.com/syste](https://www.capitalbikeshare.com/syste)]([https://www.capitalbikeshare.com/syste](https://www.capitalbikeshare.com/syste)) m-data \\ \hline BikeChicago & Shared bike & Chicago, IL, USA & 2015–2020 & [[https://www.divvvbikes.com/system-data](https://www.divvvbikes.com/system-data)]([https://www.divvvbikes.com/system-data](https://www.divvvbikes.com/system-data)) \\ \hline Bike Chattanooga & Shared bike & Chattanooga, Tennessee, USA & 23 July 2012 to 9 April 2020 & [[https://data.chattlibrary.org/](https://data.chattlibrary.org/)]([https://data.chattlibrary.org/](https://data.chattlibrary.org/)) \\ \hline Mobile Beijing [66] & Shared bike & Beijing, China & 10 May 2017 to 24 May 2017 & [[https://github.com/SharingBikeNNU/Ri](https://github.com/SharingBikeNNU/Ri)]([https://github.com/SharingBikeNNU/Ri](https://github.com/SharingBikeNNU/Ri)) ding-Modes\_Tucker \\ \hline Ride Austin & Ride sharing & Austin, USA & 2 June 2016 to 13 April 2017 & [[https://data.world/ride-austin](https://data.world/ride-austin)]([https://data.world/ride-austin](https://data.world/ride-austin)) \\ \hline UberNYC & Ride sharing & NYC, USA & from April to September 2014 & [[https://github.com/fivethirtyeight/uber-tl](https://github.com/fivethirtyeight/uber-tl)]([https://github.com/fivethirtyeight/uber-tl](https://github.com/fivethirtyeight/uber-tl)) c-foil-response \\ \hline Didi GAIA Open Data & Ride sharing & Chengdu, Xi’an, and Haikou, China & Various time periods & [[https://outreach.didichuxing.com/research](https://outreach.didichuxing.com/research)]([https://outreach.didichuxing.com/research](https://outreach.didichuxing.com/research)) h/opendata/ \\ \hline TaxiNYC & Taxi & NYC, USA & Since 2009 & [[http://www.nyc.gov/html/tlc/html/about](http://www.nyc.gov/html/tlc/html/about)]([http://www.nyc.gov/html/tlc/html/about](http://www.nyc.gov/html/tlc/html/about)) t/trip\_record\_data.shtml \\ \hline \hline \end{tabular}
\end{table} 
Table 7: The list of open public transport transaction data.