Data Sources & Transparency
We believe in complete transparency. Our platform aggregates publicly available data from official government records and trusted civic bodies.
Important Notice on Data Accuracy
We have currently covered detailed candidate-level data (Education, Criminal Record, etc.) explicitly for Congress, BJP, Shiv Sena, Shiv Sena (UBT), MNS, and NCP.
Note on Education: We count education based on the highest completed degree. For example, if a candidate is in the second year of BCom but has not graduated, we classify their education level as 12th Pass.
Please note that while we strive for accuracy, some data points may be prone to human error as they were manually verified. As college students with limited resources, we couldn't manually verify detailed affidavits for every single independent candidate, but official records are linked below for your own research.
Official Election Records
BMC Election Documents
Primary source for candidate lists and reservation categories.
Candidate Affidavits
Official repository of candidate affidavits containing asset and criminal details.
Map & Spatial Data
Open City Ward Maps
Geospatial data for Mumbai electoral ward boundaries. We use the **2022 ward outlines** for all mapping visualizations.
GitHub Spatial Data
Verified GeoJSON data for electoral wards.
Disclaimer
All data on this platform is for informational purposes only. While we accept no liability for any errors or omissions, we strive for maximum accuracy by sourcing directly from official records attached above.