Casyfill/PUI_Bycicle_Research

research on Bicycle data for CUSP PUI 2015 class

PUI_Bycicle_Research

research on Bicycle data for CUSP PUI 2015 class Deadline: Sunday, 10.4.2015

authors = ['Maria Ortis', 'Hannah Kates', 'Xia Wang', 'Michelle Ho', 'Philipp Kats']

Our Hypothesis: riders in Brooklyn are younger than riders in Manhattan

• Null hypothesis: the average age of subscribers who start rides in Brooklyn stations is greater or the same as subscribers who start rides in Manhattan stations

• Alternative hypothesis: the average of subscribers who start rides in Brooklyn stations is lower than that of subscribers who start rides in Manhattan stations

Data

• Rides data
• Stations data
• Boroughs borders

Data sources

• Citibike data
• Borough boundaries

Process

[General Notebook](3_Base Notebook_alt.ipynb)

We splitted the process into several parts

• [Trip Data preparation](2_Processing trips data.ipynb) [Maria Ortis', 'Hannah Kates', 'Michelle Ho', 'Philipp kats']
• Borough classification [Maria Ortis', 'Hannah Kates', 'Philipp Kats']
• [Age analysis](3_Base Notebook_alt.ipynb) [Maria Ortis', 'Hannah Kates']
• [t-Statistics](3_Base Notebook_alt.ipynb) ['Michelle Ho']
• Mapping ['Xia Wang']
• [Conclusion](3_Base Notebook_alt.ipynb) ['Michelle Ho']