Using CyclePhilly data to assess wrong-way riding of cyclists in Philadelphia
CyclePhilly subject of journal article in Journal of Safety Research
I am interested in developing a smartphone-based project to collect voluntary data on cyclists' bike route preferences.
The goal is to promote the app during a two to four week window where city or regional bicyclists would be encouraged to download and use the app to track their biking habits. The route data would be linked to a webmapping viewer that would allow users to the recorded routes and bike patterns of of all participants in realtime (users get fun instant feedback, we get great if self-selectedâ data in the aggregate).
The data generated would supplement the Delaware Valley Regional Planning Commission's existing demographic data, and help us understand from a network perspective how bicyclists move through the city and provide another data resource to help prioritize improvements.
The city of Austin has done this exact project and it was very effective. I am looking to do the same for Philadelphia. Here is the documentation from Austin:
http://ntl.bts.gov/lib/45000/45700/45731/Hudson_11-35-69.pdf
Source Code from Austin app:
http://www.sfcta.org/modeling-and-travel-forecasting/cycletracks-iphone-and-android
Using CyclePhilly data to assess wrong-way riding of cyclists in Philadelphia
CyclePhilly subject of journal article in Journal of Safety Research
These datasets contain CyclePhilly trips from May, 2014 through April, 2016 (2 years; 12,202 individual trips by 300 unique CyclePhilly users) that were mappable to DVRPC's Open Street Map facility network. CyclePhilly trip data was processed and snapped to the nearest road or trail segment using an algorithm so that total volumes by segment could be calculated and compared (some facilities—particularly trails—may not be in the mapped network; CyclePhilly data for these segments is not shown). Note the data sets include only CyclePhilly trips; CyclePhilly users' trip patterns may not reflect those of all cyclists. Trip ends (origin/destination) have been 'fuzzed' to protect users' privacy, so true start and stop locations are obscured in these datasets. Please refer to the descriptions below for information on the datasets; a data dictionary is also included within each ZIP file.
Trip detail by segment:
Discrete trip data for each segment in the network* Shapefile [43 MB zip] GeoJson (N/A)
Segment network nodes:
Can be used with the above datasets to support spatial analysis* Shapefile [0.71 MB zip] GeoJson [0.82 MB zip]
Started work on an iOS rewrite in Swift, which is now here: https://github.com/CfABrigadePhiladelphia/CycleSaver
The official Delaware Valley Regional Planning Commission CyclePhilly map has been featured on the CartoDB homepage recently.
Read the full article on cartodb.com… Published
The team behind CyclePhilly, civic hackers Kathryn Killebrew, Corey Acri and Lloyd Emelle, all traveled to Oakland to accept the award. It’s a nice bit of national recognition for Philly’s bustling civic hacking scene.
Read the full article on technical.ly… Published
I am trying to cross-reference the DVRPC's CyclePhilly datasets against Indego locations.
http://acricaa.github.io/CyclePhilly_Indego/
Technical.ly Philly is generously running some free adverts on behalf of the project.
Read the full article on technical.ly… Published
Building on the city’s two-wheeled momentum of recent years, the Delaware Valley Regional Planning Commission released a CyclePhilly app (created by Code for Philly) last year to gather user-generated biking data. The DVRPC recently transformed those numbers into a cool map, showing 8,000-plus trips by app users in six months.
DVRPC releases new CyclePhilly data on which streets cyclists use most
During the first six-month study period, 220 unique users logged 8,340 individual trips on the app, yielding a trove of trip data that provides a glimpse into the cycling behavior of the people who used it.
When the initial findings were released, DVRPC said they would eventually make (anonymized) trip-by-trip GIS data available for those looking to conduct additional analysis of specific routes, and yesterday they made good on that promise.
Three new datasets have now been added to the “download data” tab under “Tools and Data” on the DVRPC web site.
Trip detail by segment (available as a Shapefile) Discrete trip data for each segment in the network, including voluntary (but not personally-identifiable) rider characteristics for each trip. Trip by trip summary (available as a Shapefile or a GeoJson): Linework for every individual trip. Segment network nodes (available as a Shapefile or a GeoJson): Can be used with the above datasets to support spatial analysis, such as origin-destination analysis.
Read the full article on planphilly.com… Published
The most bicycled street in all of Philadelphia is Spring Garden Street, at least according to CyclePhilly, the mobile app built by civic hackers at Code for Philly. The Spring Garden Street Greenway team quoted that data as they explained why and how they wanted to beautify the dilapidated and dangerous street that cuts across the whole city. (Twenty-one percent of all crashes on Spring Garden involve bikes, they said.) Their plan is to make the street not life-threateningly scary.
These datasets reflect CyclePhilly trips that were mappable to DVRPC's Open Street Map facility network from May through October, 2014 (6 months; 8,340 individual trips by 220 unique CyclePhilly users). CyclePhilly trip data was processed and snapped to the nearest road or trail segment using a special algorithm so that total volumes by segment could be calculated and compared (some facilities—particularly park trails—may not be in the mapped network; CyclePhilly data for these segments is not shown). Note that the CyclePhilly trips do not reflect all bicycling in the city and region; CyclePhilly users' trip patterns may not reflect those of all cyclists. Trip ends (origin/destination) have been 'fuzzed' to protect users' privacy, so true start and stop locations are obscured in these datasets. A data dictionary and ReadMe are included within each ZIP file.
Trip detail by segment:
Discrete trip data for each segment in the network* Shapefile [27 MB zip] GeoJson (N/A)
Trip by trip summary:
Line work for individual CyclePhilly trips* Shapefile [3.2 MB zip] GeoJson [4.8 MB zip]
Six months of Cycle Philly data shows which streets cyclists like best
The CyclePhilly app, a product of Code for Philly, the Bicycle Coalition, DVRPC, SEPTA, and the City of Philadelphia that logs cyclist trip data for planning purposes, has been up and running for a few months, and now we have a first look at the first six months of data they collected between May and October.
Read the full article on planphilly.com… Published
We've reached a major project milestone! An open dataset for CyclePhilly May-October 2014. Hack away! map, shapefile and geojson http://www.dvrpc.org/webmaps/CyclePhilly/
Integration of @banderkat's Timelapse map is completed on Cycle Philly!
Take a look and feel free to leave ups feedback/ideas/bugs. :-)
CyclePhilly, Climate Tracker and MilkCrate nominated for Green Innovator Awards
Three Code for Philly related projects, CyclePhilly, Climate Tracker and MilkCrate have been nominated as Green Innovators for the 2014 Philly Greenfest.
Cyclephilly is an online map and a mobile application that let the users record their daily routes in the city of Philadelphia. Although it has been around only for a couple of months, it can be already called a success story.
CyclePhilly app giving transportation planners a handle on region's bikers
It’s been two months since the launch of CyclePhilly, the mobile application that collects rider data in hopes of improving regional bike routes. Early results indicate a success.
Read the full article on www.newsworks.org… Published
Ride With Purpose: CyclePhilly app strives to make the city a better place to bike
The future of Philadelphia’s bike lanes is in your hands thanks to the new smartphone app CyclePhilly. Launching the app when you start your ride allows CyclePhilly to track your route–whether it’s your morning commute or just a leisurely weekend ride. The app then collates your data with that of other users, which, according to CyclePhilly founder Corey Acri, makes “Philly a better place to bike” by using biking habits to inform future bicycle infrastructure planning.
Read the full article on www.gridphilly.com… Published
Exported GeoJSON of CyclePhilly trips from the database. Shapefile can be made from the GeoJSON using ogr2ogr.
Script to do export is here.
(Just plug in connection parameters to server.)
1) Started compiling first dataset for city planners!
2) Working on email notification functionality!
Added trip ticker to site!
MAPS: An Early Look at Where the CyclePhilly App Says We Need Bike Lanes
A new Census report came out yesterday showing that bicycling is the fastest-growing mode of transportation for commuters in Philadelphia.
Two percent of workers in Philly biked to work between 2008 and 2012, which is low in absolute terms, but more than double the 0.9 percent number from the 2000 Census. The percentage of people walking to work fell from 9.1 percent in 2000 to 8.6 percent for 2008 to 2012. One explanation might be that as the city has installed more separated cycling infrastructure, more people have taken to biking instead of walking.
A more pessimistic take on the walking numbers might be that more people are working in the suburbs than commuting from the outer neighborhoods into Center City.
One interesting finding from the national data was that the number of male cyclists was almost double the number of female cyclists. Studies show that women are more comfortable cycling on separated bike lanes than in mixed-traffic, so if America’s Number One Green City wants the bike commuting rates to keep growing, city politicians are going to have to get behind more protected bike lanes.
Luckily, a new tool from Code for Philly points the way forward.
Developed in partnership with the City of Philadelphia, DVRPC, SEPTA, and the Bicycle Coalition of Greater Philadelphia, the CyclePhilly smartphone app allows cyclists to record their bicycle trips and compare their routes to other cyclists on an interactive map.
The Bicycle Coalition of Greater Philadelphia posted today about a new free app for Philly cyclists called CyclePhilly. Its goal: to record trip data to help city planners get a better handle on where bike trips take place and how to better accommodate them. Meaning? With enough buy-in from Philly cyclists, the app’s data could be used to pave the way for new and better bike lanes down the line.
Calling all cyclists with smart phones! With a new app called CyclePhilly, you can record and report your biking routes, travel times, and trip purposes. The aggregate data, which will include a map showing your and other participants’ rides, will help planning agencies and their partners improve area bike infrastructure.
New Cycle Philly Mobile App Helps You Help Us Help You Ride Better
One of the challenges of the better bicycling game is figuring out where people ride. We conduct our annual bike counts, and organizations like DVRPC can put down counters on select streets, but these give us snapshots at best. Philadelphians take thousands of bike trips a day, and if we knew where, when, and why folks were riding, planners could use that information to design better streets and connect our trails.
Now a cadre of volunteer Code for Philly developers have created a mobile app that attempts to fill in this gap in our knowledge. The Cycle Philly App is out of beta and available for download for Apple and Android.
The public facing map was starting to look cluttered since we have had such an awesome amount of rides recorded. So I reduced the polyline weight to 2 pixels. Looks cleaner now.
Launch Day!
Thanks, Jim for the article in Technically Philly!
CyclePhilly hopes to record biking patterns to help plan bike lanes
Developed by local civic hackers at Code for Philly, in conjunction with the Delaware Valley Regional Planning Commission, the idea of having community cyclists crowd source their bike routes for planning authorities first originated in San Francisco, but this is the first attempt to record Philadelphia bike patterns, despite the city having the highest rate of cyclists per capita of the nation’s 10 biggest cities.
Read the full article on technical.ly… Published
More bugs squished in the iOS app. Also added trip upload question for whether rider took public transit before, during, or after their ride.
Added a "loading tracks" css3 animation to the interactive map over the weekend. Also increased the polyline weight and smoothing and changed color to CyclePhilly blue.
As of approximately 12:40 am Lloyd submitted the App to the Apple App Store!
The new site is 99% complete!
http://www.cyclephilly.org
We have a new look. Check it out.
http://cycle-philly.rhcloud.com/
The interactive map was crashing on iOS devices. We removed the jquery chosen plugin and rewrote the js. It no longer crashes.
New iPhone build available for testing in TestFlight. Squishes some bugs, adds some minor features, and will now upload crash data and checkpoints to TestFlight.
Met with representatives from the City of Philadelphia and the Delaware Valley Regional Planning Commission.
They will develop a marketing/communications plan for a Spring 2014 launch of the campaign.
We will work on rebranding and front-end web and app enhancements.
New version of CyclePhilly for Android now available, both on TestFlight, or as a TestFlight-free release on GitHub.
Updated nav elements to cyclephilly.org
Added enhancement request in github for public facing mapping element so that user can draw two points on the map and then sort rides from there.
The iOS and Android apps are now available for beta testing through our Testflight app.
Please click here from your mobile device for instructions on installing the app.
You can also copy and paste this link:
http://tflig.ht/18Q086Z
We also have the beta site set up on cyclephilly.org
New TestFlight Android build available, with added logging: https://www.testflightapp.com/install/6ae8956c239cdb8bd06be28a017637de-Nzc3OTU0Mg/
Want to try out the Android app without bothering with TestFlight? It's over here: https://github.com/flibbertigibbet/Cycle-Philly-Android/releases/tag/1.22
New url for user site (beta):
http://cycle-philly.rhcloud.com/
Beta build of Android app is up on TestFlight now: http://testflightapp.com/install/05bd93b0c9ae22deb3a77b9ce64c9ac1-NzU3NjcyOQ/
Here's a test release of the Android app with a workaround for the device ID length check the server does. (Should fix issue with some devices not being able to upload trips).
http://git.io/ytmDpg
New test release of Android app available here: http://git.io/G7wg_w
Trip uploads may still not work on some devices, I think due to this: http://git.io/JdKL2A
Revised preview of CyclePhilly site with parallax effects on desktop version!
http://cyclephilly.businesscatalyst.com
Working out the kinks with the Android app.
Set up HockeyApp for distribution testing
Rough Draft of Homepage/informational website created with Adobe Muse
http://cyclephilly.businesscatalyst.com/index.html
New test release of the Android app here: https://github.com/flibbertigibbet/Cycle-Philly-Android/releases/tag/1.21
(I renamed the package, so the previous test releases aren't going to work with the Google Maps API.)
Test release of the Android app with map of nearby bicycle parking locations here: http://git.io/qeKRTw
Added map to main menu that shows bike parking spots within half a mile.
Added map to main menu that shows bike parking spots within half a mile.
Here's a test release of the Android app: http://git.io/JjwVSQ
It uses Google Maps v2 now.
Renamed references to "Atlanta" to "Philly" in the Android app.
-Tweaked public facing map. -Lloyd got the filter rides chosen selector to work.
Next steps:
-Complete backend. -Update iOS for iOS7 and submission to app store. -package Android for distribution testing.
Got the Twitter Handle:
https://twitter.com/CyclePhilly
This is a bit long but I am hoping our app can do a small part in accomplishing what this guy is talking about:
http://youtu.be/pX8zZdLw7cs
We simplified the interactive map website css but need to implement the javascript to update the map.
Lloyd has almost completed the backend.
Corey updated the App icons and splash screen for both the Android and iOS apps.
Next step is to package an installable android app for user testing.
Lloyd has the android app running on his google glass! He is going to compile a build for android testers
Corey changed some of the color schemes on the mytracks.openphilly.org map site and is updating the iOS UI elements.
Kevin is working on improving the "note this" functionality to allow users to drop a pin on locations with route issues post-ride.
Lloyd and Dave working on backend for compiling and outputting raw route data.
The link in the last post has a comma stuck to it so it will not work. Here is the working link
http://mytracks.phillyopen.org/rides/
On a desktop computer, go to http://mytracks.phillyopen.org/rides/, select all of the categories and click update. You should see a thin orange line running south down Broad Street from Spring Garden.
That's my inaugural test run with the Philly Cycle App! (I thought it would be fitting to go down Broad Street and around City Hall).
The app, server and map are up and running thanks to the gracious work of Lloyd and Chris and also Chris LeDantec in Atlanta who was willing to share all of the code from his version of the project, including the interactive map.
There is still quite a bit of work to do. To list a few things, the App, website, etc. all need to be rebranded to Philly (you will notice a lot of the remnants of the Atlanta site are still on the website). The UI on the map is a little wonky so we have to tweak that. We also have to get the Android app up and running and figure out how to output the raw longitude and latitude data in a form the planners in the city can use.
I just spoke to Chris LeDantec from Cycle Atlanta. They used Leaflet to map the datapoints from the cycling app. The framework for the web-facing map seems quite flexible. Chris was kind enough to point me to the source code for all of the Cycle Atlanta stuff on github:
https://github.com/cledantec
I would like to see if we can take a look at this tonight and piece some stuff together.
Hey everyone,
It looks like Atlanta just did something similar to what we did, including an interactive map! I am going to reach out to them and see what I can find out.
Check it out:
http://cycleatlanta.org/
Dave found an excellent reference for what we would like to do with the route data on a live website.
I am hoping we can basically plot the data in semi-realtime so that it produces something like this:
http://bostonography.com/bus/
I've setup mytracks.phillyopen.org to test out the back-end code from the San Fran project. Its a bit lacking on the UI side, but I think I follow the structure they have. Might need to rebuild it in a more efficient and maintainable form.
I just spoke to the person who ran the San Francisco project and got the server side code for the CycleTracks app.
It should be accessible from my dropbox:
https://www.dropbox.com/sh/pxmf56f8g9d8suf/ts-l9l54Qv
I have reached out to the folks who ran the San Francisco Project and the Austin Project. One of them is out of the office until Monday and I am hoping to get a call back from the other. I am hoping we can get this server side code from one of them.
I will keep you posted and hopefully have something to report on Tuesday.
I've reviewed the open source projects that are available, and it looks like we need. To get access the server side code that is acting as a data repository for the mobile app. Once we see what they're using for that and hopefully gain access to the source code, we can easily rebrand and update the mobile clients to be used in Philadelphia.
I'm very interested in working on the iOS app, and perhaps the android app as well.