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CyclePhilly: Development, Deployment, Data, and (future) Directions
Cassidy Boulan, AICP Will Tsay
May 12, 2015
Deployment, Data, and (future) Directions Cassidy Boulan, AICP - - PowerPoint PPT Presentation
Deployment, Data, and (future) Directions Cassidy Boulan, AICP - - PowerPoint PPT Presentation
CyclePhilly: Development, Deployment, Data, and (future) Directions Cassidy Boulan, AICP Will Tsay May 12, 2015 Smarter Phones 2009-2013 Understand needs and prioritize infrastructure Use to create a bicycle Austin route
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- 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
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Improvements: better anonymization, bike to transit, interest in the entire region
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User Demographics
- User Characteristics
– Age – Ethnicity – Gender – Income (Household)
- Cycling Frequency
- Cyclist Classification
- Cycling History
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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
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Data Processing Flow
GPS Traces Open Street Map Data Processing GPS traces related to street network
DVRPC
Public Database
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Handling Raw Data
- GPS accuracy variability
– Urban (Street) Canyon – Obscured line of sight
- Anonymization concerns
- Accidental multi-modal trips
- … other unspecified strangeness
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Cleaning & Anonymization
RAW Polygon Generated
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Cleaning & Anonymization
Polygon Generated Trip Clipped
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Trip Snapping
Raw Trace Raw Trace – Snapped Trace
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Trip Snapping
Raw Trace – Snapped Trace Snapped Trace
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All Trips
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Link Selection
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Purpose: Errand
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Purpose: Exercise
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Purpose: Shopping
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Purpose: Social
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Rider Characteristics
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Trips by Purpose
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Trips by Purpose
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Travel Time by Purpose
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Travel Time by Purpose
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Improvements for 2015:
- New user types
- Fix bugs
- Ability to share trips
- Question about bike share
Giveaways! Long-term work:
- Total rebuild
- Create white label version
Full rewrite App development
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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
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May 12, 2015