advanced case studies in digital open government...advanced case studies in digital open government...
Transcript of advanced case studies in digital open government...advanced case studies in digital open government...
![Page 1: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/1.jpg)
@SJ_Program | #SustainableStateNJ 2015 New Jersey Sustainability Summit
advanced case studies in digital open government
Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science
Randall Solomon (@randallsolomon) Co-Founder, Sustainable Jersey
Cassidy Boulan (@DVRPC) Transportation Planner, Delaware Valley Regional Planning Commission
Christine Symington (@ChristineSyming) Energy Director, Sustainable Princeton
OUR
SPEAKERS
Tweet
at us!
![Page 2: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/2.jpg)
@SJ_Program | #SustainableStateNJ 2015 New Jersey Sustainability Summit
christine symington (@ChristineSyming)
energy director at Sustainable
Princeton (@sustainptn)
led the collaboration between
Princeton mayor’s administration
and civic technologists as
Sustainable Princeton liaison to
Code for Princeton
open data evangelist, techie
wanna-be, and sustainability
apprentice
View Christine’s presentation: http://bit.ly/Symingtonslides
![Page 3: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/3.jpg)
@SJ_Program | #SustainableStateNJ 2015 New Jersey Sustainability Summit
anna lukasiak (@adlukasiak)
director of development for Open Data
Science (@OpenDataSci), which
organizes conferences, meetups &
hackathons to create an ecosystem for
data scientists
founder of Open JC, a group of civic
technologists working with the Jersey
City administration to develop useable
application out of government data
organized several hackathons & data
jams throughout NJ
an active #opendata & #opensource
advocate
View Anna’s presentation: http://bit.ly/AnnaLslides
![Page 4: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/4.jpg)
@SJ_Program | #SustainableStateNJ 2015 New Jersey Sustainability Summit
cassidy boulan (@DVRPC)
transportation planner at Delaware
Valley Regional Planning
Commission’s Office of Transit,
Bicycle and Pedestrian Planning
(@DVRPC)
manages a regional cyclical bicycle
count program and developing a
bicycle and pedestrian plan for
downtown Trenton, NJ.
![Page 5: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/5.jpg)
CyclePhilly:
Development,
Deployment,
Data, and (future)
Directions
Cassidy Boulan, AICP
October 2, 2015
![Page 6: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/6.jpg)
Smarter Phones
![Page 7: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/7.jpg)
• Austin • Raleigh • Minneapolis/St. Paul • Seattle • Salt Lake City • Toronto • Los Angeles
• 2009-2013 • Understand needs and
prioritize infrastructure • Use to create a bicycle
route choice model • Information about plan
implementation
![Page 8: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/8.jpg)
Improvements: better anonimization, bike to transit, focus on the entire region
![Page 9: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/9.jpg)
User Demographics
• User Characteristics • Age
• Ethnicity
• Gender
• Income (Household)
• Cycling Frequency
• Cyclist Classification
• Cycling History
![Page 10: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/10.jpg)
![Page 11: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/11.jpg)
Data Collection Flow
Cycle Philly GPS Tracking Data Upload User starts recording
their trip App records time-
stamped geographic coordinates
Once the trip is completed, recorded
data is uploaded
![Page 12: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/12.jpg)
Data Processing Flow
GPS Traces
Open Street Map
Data Processing
GPS traces related
to street network
DVRPC
Public Database
![Page 13: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/13.jpg)
Handling Raw Data
• GPS accuracy variability • Urban (Street) Canyon
• Obscured line of sight
• Anonymization concerns
• Accidental multi-modal trips
• … other unspecified strangeness
![Page 14: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/14.jpg)
Cleaning & Anonymization
Polygon Generated Trip Clipped
![Page 15: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/15.jpg)
Trip Snapping
Raw Trace – Snapped Trace Snapped Trace
![Page 16: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/16.jpg)
All Trips
![Page 17: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/17.jpg)
Link Selection
![Page 18: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/18.jpg)
![Page 19: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/19.jpg)
Trips by Purpose
![Page 20: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/20.jpg)
Travel Time by Purpose
![Page 21: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/21.jpg)
Improvements for 2015: • Improved and expanded publicity • Giveaways!! • User and trip goals promotion • Analysis of 2014 data
Long-term work: • Analysis pre- and post-bike share • Analysis using CyclePhilly and regional bike counts • Development of a regional bike plan • On-going improvements to processing
Data generation and usage
![Page 22: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/22.jpg)
Lessons learned?
![Page 24: advanced case studies in digital open government...advanced case studies in digital open government Anna Lukasiak (@adlukasiak) Director of Development, Open Data Science Randall Solomon](https://reader033.fdocuments.in/reader033/viewer/2022052803/5f21f236e04666484226773f/html5/thumbnails/24.jpg)
@SJ_Program | #SustainableStateNJ 2015 New Jersey Sustainability Summit
new sustainable jersey actions access to public info
1. Digitizing Public Information
Put highly demand information & records online in digital formats
2. Open Data Inventory & Management (coming soon)
Take stock of data sets that exist in your town
Share them with the public through a repository or links on your
website
Engage the public in learning what data is important to them and
collaborate with them to create useful applications