About Uninode & Our Data Methodology

Uninode is an independent Karnataka admission analytics and counseling guidance platform created by engineering students (Ayaan & Shreyas at UVCE, Bengaluru) to help KCET, COMEDK UGET, Karnataka UGNEET, and DCET aspirants turn multi-hundred-page allotment PDFs into clear, actionable college decisions.

Official Primary Data Sources

All historical closing ranks are parsed and verified from public round-wise cutoff matrices published by the Karnataka Examinations Authority (cetonline.karnataka.gov.in/kea) and COMEDK UGET (comedk.org). Uninode is an independent educational resource and is not affiliated with KEA, COMEDK, MCC, VTU, or RGUHS.

4-Stage Data Pipeline

• Official PDF Table Extraction preserving KEA/COMEDK institute codes, reservation categories, and ROK/HK/SPL seat pools.
• Course & OCR Normalization merging hyphenated PDF line-wrap splits into unified course records.
• Multi-Year & Round Alignment across Round 1, Round 2, and Extended/Round 3 allotments.
• Transparent Statistical Indicators computing historical spreads, volatility, and dream/target/safe buffers.

Questions or data corrections? Email [email protected].