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Property Intelligence AI

Demo / Sample Dahisar–Virar corridor · research score only

Bhayandar

Coastal twin-town area with East/West divisions.

7.6/100

Bhayandar score: 8/100. Before risk this area scored 40.6; 33 risk points were deducted. Highest support comes from connectivity (66.0/100 → 18.48 weighted points). Treat this as research assistance — risk flags are active.

Final score = (sum of each component × its weight) − risk deductions, then clamped between 0 and 100. It is NOT a predicted profit, rental yield, or guaranteed outcome.

Weighted total40.62
Risk deductions−33
Final score7.6

Why this score

  1. Connectivity scored 66.0/100 and contributed 18.48 points (weight 28.0%). Moderate transport access — usable but not the corridor leader.
  2. Livability (proxy) scored 62.0/100 and contributed 11.16 points (weight 18.0%). Average livability proxy for this corridor.
  3. Risk deductions reduced the score: Unverified / media mention (−8.0); Demo / sample data only (−15.0); Low source confidence (−10.0).

Component math

Each row shows the raw component (0–100), its weight, and how many points it added to the weighted total.

Connectivity

Rail, road, metro and corridor access relative to nearby localities.

66/100weight 28%+18.48 pts

Moderate transport access — usable but not the corridor leader.

Livability (proxy)

Phase-1 proxy for amenities and living conditions (not a full livability index).

62/100weight 18%+11.16 pts

Average livability proxy for this corridor.

Source quality

Average confidence of linked sources, plus a boost when non-demo verified items exist.

35/100weight 12%+4.2 pts

Low source confidence; claims need careful review. Average source confidence: 35.0%. No verified non-demo projects yet.

Infrastructure pipeline

Number and stage of linked public development projects affecting the locality.

17/100weight 24%+4.08 pts

Few linked projects, or they are still early / thin for scoring. Linked projects counted: 1. Count boost 8.0 + maturity points 9.0.

Project maturity

How advanced linked projects are (proposal → tender → construction → completed).

15/100weight 18%+2.7 pts

Linked projects are mostly proposals or unverified mentions. Status mix: unverified media.

Risk deductions

RiskPointsWhy deducted
Unverified / media mention−8At least one linked project is only an unverified media-style mention, so points are deducted.
Demo / sample data only−15Linked projects are sample/demo entries. This is research UI data — not official confirmation.
Low source confidence−10Average AI/source confidence is below the publish comfort threshold (< 55%).

How linked projects affect this score

ProjectStatusConfidenceScore impact
[DEMO] Illustrative Coastal Connectivity Study — Mira Road
Demo / Sample
unverified media35%Status 'unverified media' feeds infrastructure pipeline + project maturity. Demo label triggers demo risk deduction when all projects are demo. Confidence 35.0% feeds source quality.

Scoring rules (plain language)

  • Connectivity and livability start from corridor baseline inputs (Phase-1 proxies).
  • Infrastructure pipeline rises with more linked projects and more advanced statuses.
  • Project maturity averages status maturity (proposal < tender < construction < completed).
  • Source quality uses average confidence and boosts when verified non-demo items exist.
  • Risk deductions subtract for unverified mentions, delays, demo-only data, and low confidence.

Linked projects

Project status and source confidence feed the infrastructure, maturity, and source-quality parts of the score above.

ProjectStatusSource dateConfidence
[DEMO] Illustrative Coastal Connectivity Study — Mira Road
Demo / Sampleunverified media

Sample media-style claim used only to demonstrate scoring and status badges. Not a real government project.

Source: https://example.com/demo/coastal-connectivity-study

unverified media2024-06-0135%