Normalize and organize the NYC Open Data 311 Service Requests dataset in third-normal form. 🗄️
Analysis of Chicago City's 311 Service request data
This project involves data analysis of NYC's 311 service requests to identify data patterns and visualize common complaint types. The analysis aims to inform improved service delivery and resource allocation.
Random images of fecal content
Data analysis and visuals for NYCC 09.12.23 'Oversight - DSNY’s Initiatives to Address Street Cleanliness' hearing.
Explainable GeoAI and statistical analysis reveal complementary insights about disparities of 311 help requests during the 2022 Buffalo blizzard
An exploratory analysis of the factors behind why Boston 311 requests fail, and a predictive model that gauges the probability of a request's failure. Conducted as part of MSBA curriculum.
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