ncrb

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

NyayaLens — AI-driven multilingual crime behaviour and digital-forensic evidence analysis platform (NCRB tables, Indian agencies, NLP + Grok)

Unified NyayaLens: AI-driven multilingual crime behaviour and digital-forensic evidence analysis (NCRB, PIB, BNS/IPC, BSA §63, NLP + Grok)

Verified NCRB dataset on rape incidence, justice outcomes, victim profiles, and state trends in India, supporting Women's Safety AI research.

PRAMANA — secure, blockchain-anchored document and evidence platform for the criminal justice system. SIH 2026, Problem Statement 26190 (MHA / NCRB Women Safety Division).

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.

NyayaDarpan — merged successor: AI-driven multilingual crime behaviour and digital-forensic evidence analysis (NCRB, Indic NLP, BSA §63, Grok)

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