you should install sodapy, geopy and plotly
pip install sodapy
pip install geopy
pip install plotly
For this project, I was interestested in using Austin Crime Data from 2015 to 2018 better understand:
- What Year Have The Most Crime Rate?
- what are the most committed crimes?
- what districts have most crimes the field?
1 - There are 1 notebook crime_analysis
available here are for cleaning, EDA and answering the above questions.
2- there are images
contains analysis plots and austin city (distircts) images.
3 - there are data
contains API data (2015 - 2018) and the saved data after cleaning.
The main findings of the code can be found at the post available here.
credit go to Austin Police for the data. You can find it here.