Exploring Gen Z's Growing Numbers of Using Citibikes in Summer
Springboard Capstone 1 Project Creator: Tim Advani
Final Deliverables:
- Final Code: https://github.com/tiadvani/sb-capstone1/blob/master/final_code.ipynb
- Report: https://docs.google.com/document/d/10YGSP2aLOtQxE62mkCOJWRY5AVABdiNICd-g9g4V2LU/edit?usp=sharing
- Slide Deck: https://docs.google.com/presentation/d/1MChQw7mgvOqhT--390_NNG2zwTXAtwsrJtkGrGn557I/edit?usp=sharing
Milestones:
- Proposal: https://github.com/tiadvani/sb-capstone1/blob/master/SB-002%20Capstone%20Proposal.docx
- Story: https://github.com/tiadvani/sb-submit/blob/master/story.ipynb
- Inferential Statistics: https://github.com/tiadvani/sb-capstone1/blob/master/sb_capstone_04_stats.pdf
- Milestone Report: https://github.com/tiadvani/sb-capstone1/blob/master/sb_citibike_mile_report.ipynb
Platform:
- Jupyter Notebooks
- Google Slides
- Google Docs
Versions:
- Python 3.6
- Pandas 0.20.3
- Numpy 1.12.1
- Matplotlib 2.0.2
- Seaborn 0.7.1
- Scipy (stats) 0.19.1
- cycler 0.10.0
Data: https://s3.amazonaws.com/tripdata/index.html
- August 2014: https://s3.amazonaws.com/tripdata/201408-citibike-tripdata.zip
- August 2015: https://s3.amazonaws.com/tripdata/201508-citibike-tripdata.zip
- August 2016: https://s3.amazonaws.com/tripdata/201608-citibike-tripdata.zip
- August 2017: https://s3.amazonaws.com/tripdata/201708-citibike-tripdata.csv.zip