SafeVixAI/SafeVixAI-Dataset-Hub
SafeVixAI Dataset Hub 🛡️ The Intelligence Layer for the SafeVixAI platform — IIT Madras Road Safety Hackathon 2026 This repository hosts all datasets, pre-trained models, notebooks, and reproducible data acquisition scripts that power the SafeVixAI application. It is designed to be cloned directly into Google Colab or any research environment. Main Application Repo: SafeVixAI/SafeVixAI ⚡ Quickstart (Google Colab) # Clone the entire intelligence layer !git… See the full description on the dataset page: https://huggingface.co/datasets/SafeVixAI/SafeVixAI-Dataset-Hub.
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1---2license: mit3language:4 - en5 - hi6 - ta7 - te8 - kn9 - ml10 - mr11 - bn12 - gu13 - pa14tags:15 - india16 - civic17 - geospatial18 - road-safety19 - municipal20 - gis21 - hackathon22size_categories:23 - 10K<n<100K24---25 26# SafeVixAI Civic Intelligence Dataset27 28Comprehensive Indian civic infrastructure and municipal data powering the SafeVixAI AI-powered road safety platform.29 30## Dataset Description31 32This dataset contains:33 34| Category | Description | Format |35|----------|-------------|--------|36| **Administrative Boundaries** | State and district boundary polygons for all 36 states/UTs | GeoJSON |37| **OSM Civic Features** | Streetlights, traffic signals, bus stops, CCTV, speed bumps across 36 Indian cities | CSV |38| **LGD Directory** | Local Government Directory hierarchy (states, districts) with Census 2011 data | JSON |39| **Municipal Directory** | 1 files with municipal corporation profiles | JSON |40| **Road Categories** | Road classification to authority mapping (Municipal/PWD/NHAI) | JSON |41| **Grievance Taxonomy** | 52-category civic grievance classification system | JSON |42 43## Statistics44 45- **Total Files**: 41246- **Total Records**: 590,98847- **Total Size**: 77.3 MB48- **Coverage**: All 36 Indian states and UTs49- **Cities**: 36 major metros and state capitals50 51## Data Sources52 53| Source | Type | License |54|--------|------|---------|55| [LGD Directory](https://lgdirectory.gov.in/) | Government | Open Government Data |56| [OpenStreetMap](https://www.openstreetmap.org/) | Community | ODbL |57| [Census of India 2011](https://censusindia.gov.in/) | Government | Open |58| [India Maps Data](https://github.com/udit-001/india-maps-data) | Community | MIT |59| SafeVixAI Project | Original | MIT |60 61## Usage62 63```python64import json65 66# Load municipalities67with open('municipalities_seed.json') as f:68 municipalities = json.load(f)69 70# Load road categories71with open('road_categories.json') as f:72 road_map = json.load(f)73 74# Load OSM features75import csv76with open('osm_features/chennai_streetlight.csv') as f:77 lights = list(csv.DictReader(f))78```79 80## Citation81 82```bibtex83@misc{safevixai2026,84 title={SafeVixAI Civic Intelligence Dataset},85 author={SafeVixAI Team},86 year={2026},87 publisher={HuggingFace},88 url={https://huggingface.co/datasets/SafeVixHub/civic-intel-india}89}90```91 92## License93 94MIT License. See individual data source licenses for attribution requirements.95