Exploratory data analysis of NCRB Crime in India 2020 dataset using Python, Pandas, Seaborn, and Matplotlib. Covers data cleaning, visualization, and statistical insights.

Interactive crime analytics dashboard built with Python, Streamlit & Plotly — visualizes NCRB data (2021–2023) with state rankings, choropleth maps, YoY trends, and ML-based forecasts.

Ward-level safety map for 43 Indian cities across 28 states + 6 UTs, in 13 languages. Real city-aggregate crime totals from NCRB and state-police annual reports, with a per-area heatmap, night-time multiplier, and women's-safety filter.

crime analytics platform visualizing NCRB crime statistics across Indian states with trends, maps, and AI-powered insights.

Indicator Frameworks for Sustainability - Localising and Adapting SDG frameworks Using National Public Datasets - Peace, Justice and Strong Institutions

Reproducible analysis of India's NCRB juvenile-crime data (2001-2010): data integration, clustering, honest predictive modelling, and a justice-funnel study, with an executable notebook pipeline.

EDA and predictive modeling on India crime and missing persons dataset — pattern recognition and analytical insights