About

This website was created by Shamikh Hossain in March 2018 as an entry to the Capital One MindSumo computer science challenge found here.

Sources

1. Data: https://www.mindsumo.com/contests/sfpd-dispatch
2. https://www.bridgemi.com/detroit-journalism-cooperative/detroit-police-improve-response-times-not-all-neighborhoods-are-equal
3. https://www.citylab.com/equity/2015/08/mapping-gentrification-and-displacement-in-san-francisco/402559/
4. http://zipatlas.com/us/ca/san-francisco/zip-code-comparison/median-household-income.htm
5. https://www.presidio.gov/presidio-trust/about/emergency-services
6. https://www.nps.gov/prsf/learn/historyculture/fire-station.htm
7. http://www.naemsp.org/Documents/2017%20Annual%20Meeting%20Handouts/3%20THURS%20Presentation7.pdf
8. https://www.irs.gov/statistics/soi-tax-stats-individual-income-tax-statistics-2015-zip-code-data-soi
9. https://www.geocaching.com/geocache/GC5E4RA_san-francisco-zip-code-challenge?guid=4d353c50-7156-4be5-ba48-9ee660840bc9

Technologies Used

This work would not be possible without amazing and free open-source data science libraries and front-end development tools.
1. Python for Data Science ecosystem for data analysis (jupyter notebook, numpy, pandas)
2. Tableau, matplotlib, and seaborn for data visualization
3. Google Maps API for heatmaps
4. HTML/CSS/JavaScript + Bootstrap for website creation

Here's the GitHub repository. Thanks for viewing!

Shamikh Hossain

Here are some of my other projects.

Contact information: ssh50@duke.edu