DSC440-Data-Mining

Paper & PPT

1. Paper: US fatal police shooting analysis and prediction.pdf, https://arxiv.org/pdf/2106.15298.pdf
2. UPSTAT Oral presentation: US fatal police shooting analysis and prediction.mp4, US fatal police shooting analysis and prediction.pptx, https://www.youtube.com/watch?v=pVyw6TyHnkw&t=35s

Code & Dataset

1. frequent pattern mining and correlation analysis.ipynb -> Dataset-1.zip
2. Correlation testing.rmd -> Dataset-1.zip
3. Media Reporting Analysis.ipynb -> Dataset-2.zip
4. Chi-square-test, (DBSCAN, OPTICS, K-Means) Geo-spatial Clustering, K-mode Clustering for categorical attributes in WP Data.ipynb -> Dataset-2.zip
5. Victims' Race Prediction.ipynb -> Dataset-2.zip