RealEstateIQTM
IN हिन्दी
LIVABILITY INTELLIGENCE

Make Smarter Property Decisions
With Data, Not Just Opinions

RealEstateIQ turns satellite imagery, government data, and 12+ open sources into actionable neighbourhood intelligence — covering 134 locations across Raipur, Nava Raipur, and Amleshwar.

134
Locations Analysed
19
Livability Parameters
8 Years
Satellite Temporal Data
12+
Verified Data Sources

How It Works

From raw satellite data to actionable neighbourhood insights — in 4 simple steps.

1
Search Any Location

Type a ward name, sector, or locality. Our map instantly shows livability scores for 134 locations across Raipur (70 wards), Nava Raipur (40 sectors), and Amleshwar (9 localities).

2
Explore 19 Parameters

Click into any area to see detailed scores — air quality, water, sanitation, amenities, noise, green cover, flood risk, and earthquake safety. Each parameter shows raw data, benchmarks, and quality labels.

3
Compare, Rank & Decide

Compare two areas side-by-side, check city-level dashboards, browse rankings, and explore cost of living data to find the best neighbourhood for your needs.

4
Download Reports & Find Pros

Download a detailed livability report as PDF for any area. Browse our Professional Directory with verified local contractors, plumbers, and electricians.

What We Track — 19 Livability Parameters

Every location is scored across 19 parameters powered by government data, Google Earth Engine satellite imagery, and open-source intelligence.

Air Quality

Real-time AQI from Google Air Quality API & AQICN — PM2.5, PM10, NO₂, SO₂, O₃, CO with health advisories.

Water Quality

TDS, pH, turbidity, fluoride, supply hours, CWC river data — everything about drinking water safety.

Sanitation

Drain coverage, solid waste management, sewage treatment, ODF status from Swachh Bharat data.

Infrastructure

38 GEE satellite parameters — ESA WorldCover, GHSL building height/volume, SMOD settlement type, VIIRS nighttime lights.

Amenities

Google Maps proximity scoring — hospitals, schools, markets, parks, pharmacies, metro/BRTS nearby.

Quiet Score

Noise environment based on proximity to highways, industrial zones, railway lines, and commercial areas.

Green Cover

NDVI satellite analysis — vegetation density, tree canopy %, parks within 500m, green belt proximity.

Surface Temp

Landsat 8/9 land surface temperature — mean, min, max LST for urban heat island analysis.

Open Area

ESA WorldCover open space % and non-built-up ratio — available open area vs urban sprawl.

Nighttime Lights

VIIRS Day/Night Band radiance — proxy for electrification, economic activity, and night safety.

Water Bodies

JRC Global Surface Water — permanent and seasonal water coverage within area buffers.

Pop. Density

WorldPop 100m population density — lower density = better livability score.

Flood Risk

CWC flood zone mapping, drainage capacity, waterlogging history, river proximity — river flood & urban waterlogging.

Earthquake Risk

BIS seismic zone classification, PGA hazard values, soil type analysis, liquefaction risk per area.

Groundwater

TerraClimate satellite data — soil moisture, evapotranspiration, and recharge estimates.

Walkability ★

OSM pedestrian infrastructure — sidewalks, crosswalks, footpaths, cycle paths, traffic signals.

Safety ★

Emergency services coverage — police, fire, hospitals, clinics, pharmacies from Google Maps & OSM.

Waterlogging ★

GEE satellite-derived risk — terrain slope, elevation, soil moisture, drainage density, NDVI on 500m grid.

Risk Factors ★

9-category risk intelligence — environmental, water, air, infrastructure, land use, safety, social, disaster, connectivity.

★ = Special deep-analysis parameter with its own dedicated sub-score engine.

Livability Intelligence Tools

Go beyond maps — use data-driven comparison, ranking, and personalised scoring tools to make confident decisions.

Parameter Heatmaps

Colour-coded livability maps for air quality, water quality, green cover, safety, sanitation, healthcare, waterlogging susceptibility — see which zones score highest across 19 parameters.

Compare Areas

Side-by-side comparison of any two areas across every livability metric. Answer "Is Shankar Nagar better than Devendra Nagar?" with actual data, not hearsay.

Personalised Livability Report

Enter your priorities (commute, budget, schools, green cover) and get a personalised neighbourhood ranking. Your ideal area might not be the most popular one.

Area Rankings

See how all 134 locations stack up. Sort by composite score, filter by city, and discover the top-rated neighbourhoods at a glance.

City Dashboards

Bird's-eye view of Raipur (10 zones, 70 wards), Nava Raipur (40 sectors), and Amleshwar (9 localities). Zone/sector charts and composite score breakdowns.

Cost of Living Survey

Crowd-sourced cost data — rent, groceries, transport, dining, utilities, internet, gym. Pie charts and per-area breakdowns powered by real resident inputs.

Risk Factor Analysis — Avoid Lifetime Problems

A wrong property purchase can become a lifelong burden. Our risk intelligence covers 9 critical factors that brokers never disclose and property portals never show.

Why this matters more than price or location: A ₹50 lakh plot near an active landfill loses 10–25% value permanently. A house in a flood-prone zone costs ₹2–5 lakh in repairs every monsoon. A colony near an illegal slaughterhouse never appreciates. Our data helps you see these red flags from your screen — before you sign papers.
1
Environmental Hazards & Waste

Active landfills, medical waste STPs, open drains, and dump yards within 500–800m depress livability and resale permanently.

Red: Active landfill = 10–25% value cut. Yellow: Open drains = 3–7%.
2
Water & Drainage Infrastructure

Flooding and contamination drive health risks and repair costs. Annual waterlogging zones, shallow drains, tanker-only summers, and groundwater contamination — all mapped.

Red: Annual waterlogging = 10–20% hit. Yellow: Tanker-only = 5–10%.
3
Air Quality & Pollution Sources

Proximity to industrial zones, brick kilns, traffic corridors, and crematoriums causes chronic exposure to noise, soot, and harmful emissions.

Red: Within 1km of heavy industry = 8–18% cut. Yellow: Seasonal burning = 3–6%.
4
Infrastructure & Civic Stress

Daily long power outages, poor roads, dark zones, and unreliable water supply create daily frustration and raise living costs.

Red: Daily long outages = 7–15% cut. Yellow: Periodic issues = 2–5%.
5
Land Use & Zoning Risks

HT lines, quarries, unauthorised colonies, pipeline ROWs, and pending zoning changes restrict what you can build and how you can use your property.

Red: HT lines/encumbrance = 10–30% cut. Yellow: Pending change = 3–8%.
6
Social & Safety Concerns

Frequent thefts, abandoned clusters, isolated liquor outlets, and cattle sheds deter buyers and tenants permanently.

Red: Crime clusters/abandoned areas = 8–20% cut. Yellow: Nuisance = 2–5%.
7
Future Development Threats

Notified land acquisition, adjacent industrial corridor, or a waste facility coming within 500m can destroy property value overnight.

Red: Notified acquisition = 10–25% hit. Yellow: Future corridor = 3–6%.
8
Health & Nuisance Factors

Illegal slaughterhouses, tanneries, poultry farms, hospital waste handlers, and stagnant water breed vectors and biohazards.

Red: Slaughter/tannery nearby = 7–15% cut. Yellow: Seasonal = 2–4%.
9
Accessibility & Isolation Risks

Over 15 minutes to police/fire/hospital means dangerously slow emergency response. Monsoon-cut access and sparse transit isolate a property.

Red: >15 min response / monsoon cutoff = 8–18% hit. Yellow: Sparse transit = 3–5%.
Without Risk Analysis (Common Mistakes)
What happens when you skip due diligence
  • Bought a plot near a nallah — ₹3 lakh flood damage every monsoon, can't sell either
  • Colony near brick kiln — family members developed chronic respiratory issues within 2 years
  • Invested in a sector with pending acquisition notification — value dropped 25% overnight
  • Shifted to a "developing area" — daily 4-hour power cuts, no municipal water
  • Discovered illegal slaughterhouse 300m away after registration — zero resale interest
With RealEstateIQ Risk Analysis
How data changes the outcome
  • Checked flood risk & water bodies map — chose a plot on higher ground, no waterlogging in 8 years
  • Verified air quality scores — avoided the industrial corridor, chose a green-belt area instead
  • Reviewed future projects data — found the acquisition alert early, invested in the growth corridor
  • Compared infrastructure scores — chose a slightly costlier area with reliable power and water
  • Checked safety & sanitation grades — shortlisted Grade A/B areas only, family settled happily

Waterlogging Susceptibility Mapping

India's first hyperlocal waterlogging risk map for Raipur & Nava Raipur — built from 6 satellite-derived terrain parameters on a 500m grid, not just flood-zone guesswork.

How We Calculate Waterlogging Risk

Every 500m grid cell is scored using Google Earth Engine data — combining terrain slope, elevation, soil moisture (NDWI), drainage density, NDVI, and land cover. Lower scores = higher risk.

Terrain Slope & Elevation
Flat, low-lying areas collect and hold water. Measured from SRTM 30m DEM — areas below average elevation with near-zero slope flagged high-risk.
Soil Moisture & NDWI
Normalised Difference Water Index from Sentinel-2 reveals areas where soil stays saturated. High NDWI = poor drainage, standing water risk during monsoon.
Drainage, NDVI & Land Cover
Drainage density, vegetation cover (NDVI), and ESA WorldCover land use show which cells have natural drainage vs sealed impervious surfaces.

What You Get

500m Grid Map
Interactive heatmap with colour-coded risk cells
0–100 Risk Score
Per-cell and per-area average susceptibility score
Risk Distribution
Low / Medium / High / Very High cell counts per area
Terrain Details
Avg slope, elevation, NDWI, drainage, NDVI per area

Satellite Building Analysis

Track urban growth year-by-year using Google Open Buildings satellite imagery — see exactly where the city is expanding before the market catches on.

Sector 27 — Micro Analysis

Drill into a single sector and watch buildings emerge over 8 years (2016–2023). Identify exactly when construction peaked and whether saturation has occurred.

Insight: Investment insight: A saturated sector means stable resale. A still-growing sector means appreciation potential.
Nava Raipur — 40 Sectors

Compare building growth across all 40 sectors of Atal Nagar. Find which sectors are developing fastest, which are still vacant, and where infrastructure is following construction.

Insight: Relocation insight: Sectors with rapid recent growth often get amenities within 2–3 years.
Greater Raipur — Full Region

See the entire Greater Raipur region (~30×37 km) in one view. Understand how the twin cities are merging and which corridors see the most construction activity.

Insight: Investment insight: Growth corridors between Raipur and Nava Raipur command premium appreciation.
Raipur City + 10km Buffer

Track how the city core is densifying and which suburban corridors are expanding fastest — from Mana to Sejbahar, Tatibandh to the NR connector.

Insight: 454K→660K buildings in 8 years (~45% growth). Eastern connector, northern Mana belt, and southern Sejbahar are top expansion corridors.

Future Projects & Development Tracker

Knowing what's coming to an area before it arrives is the single biggest advantage in property investment.

Upcoming Infrastructure

New flyovers, metro routes, ring roads, and highway expansions — know which corridors are about to get connected. Properties along upcoming routes typically appreciate 20–40%.

Investment edge: Buy along an announced ring road alignment today, and watch values jump when construction starts.
Public Amenity Projects

Upcoming hospitals, schools, parks, and government offices. An area with no hospital today might get a 200-bed facility next year — transforming its livability score overnight.

Relocation insight: Move to an affordable area now getting a new school or hospital — enjoy lower prices before demand pushes costs up.
Project Progress Tracking

Don't just know what's planned — see what's actually progressing. Track ongoing project status, timelines, and construction progress to time your decision perfectly.

Timing advantage: Projects at 70%+ completion are almost certain to finish — that's the sweet spot to buy before the final price spike.

Project Status Pipeline — Track Every Stage

Every project passes through these stages. RealEstateIQ tracks each one — so you know exactly when to invest, wait, or act.

Notified
Government gazette published. Land identified. Earliest signal — prices haven't moved yet.
Best time to invest
Upcoming
Approved & tendered. Contractor assigned. Construction about to begin.
Prices starting to rise
Under Construction
Work in progress. Projects at 70%+ completion are near-certain to finish.
Sweet spot to buy
Completed
Project operational. Full amenity benefit realised. Prices at peak market value.
Peak price, stable value
Browse Future Projects

Powered By Trusted Data Sources

Every livability score is backed by verified, open-access datasets from government agencies, satellite platforms, and crowd-sourced intelligence — not opinions.

Google Earth Engine

11+ satellite datasets for infrastructure, green cover, surface temp, built-up density, nighttime lights, water bodies, and population.

Datasets: Landsat 8/9, Sentinel-2, ESA WorldCover, GHSL, VIIRS, Dynamic World, ALOS DEM, JRC, WorldPop, TerraClimate

Google Maps & Places

Proximity-based amenity scoring using Google Places data.

Datasets: Hospitals, schools, markets, parks, pharmacies, metro/BRTS stops

Google Air Quality API & AQICN

Hyperlocal AQI estimates and pollutant heatmaps plus station-based real-time readings.

Datasets: AQI, PM2.5, PM10, NO₂, SO₂, CO, O₃

Central Water Commission

India's apex body for water resources — river flow, quality monitoring, and flood forecasting.

Datasets: River water quality, TDS, pH, fluoride, supply hours, flood data

data.gov.in

Government of India's Open Data Platform — municipal, census, and public infrastructure datasets.

Datasets: Municipal records, ward-level census data, public infrastructure

OpenStreetMap

Community-driven open geographic data for validating boundaries, amenity locations, and road networks.

Datasets: Road networks, building footprints, POI locations, land use boundaries

Google Open Buildings

AI-derived building footprint dataset covering all of India for 8 years of growth tracking.

Datasets: Building footprints 2016–2024, temporal construction data, building count & density

Swachh Bharat Mission

Government sanitation data including ODF status, solid waste management, and cleanliness metrics.

Datasets: ODF status, waste management, drain coverage, sanitation compliance

BIS (Bureau of Indian Standards)

Seismic zone classifications per IS 1893 for earthquake risk and Peak Ground Acceleration mapping.

Datasets: IS 1893 Seismic Zone Map, PGA values, building code compliance

NDMA

National Disaster Management Authority — flood hazard maps, historical disaster records, risk zones.

Datasets: Flood hazard maps, disaster risk zones, historical event data

Crowd-sourced Data

Community-submitted cost of living data, feedback, and local professional directory listings.

Datasets: Cost of living surveys, resident feedback, professional directory

Who Benefits & How

Real scenarios where RealEstateIQ Livability data changes the outcome of property decisions.

Real Estate Investor
Identify growth corridors before price spikes
  • Use Building Footprint Analysis to see which sectors doubled construction in the last 3 years
  • Cross-reference Water Bodies Map to avoid flood-prone plots
  • Check Rankings for areas with improving livability scores — rising scores = rising demand
  • Verify urban expansion direction with Greater Raipur satellite view
Family Relocating
Find the best neighbourhood for your family
  • Run the Livability Report with your priorities (schools, safety, budget, commute)
  • Use Compare Areas to shortlist your top 3 choices
  • Check Forest Cover and Air Quality maps for healthier living zones
  • Read Area Profiles for on-ground insights before your first site visit
NRI / Remote Buyer
Evaluate locations without physically visiting
  • Satellite maps give ground-truth on construction activity — no need to trust marketing brochures
  • Parameter heatmaps show healthcare, water quality, and connectivity scores objectively
  • Area Profile pages aggregate 19 livability metrics in one view
  • Risk Factor Analysis screens out problematic locations from your screen
Builder / Developer
Site selection backed by data
  • Use Terrain & Elevation data to assess foundation & drainage feasibility
  • Check District Maps for upcoming growth corridors
  • Analyse building density trends to identify under-served sectors with demand potential
  • Review Amenity scores to market true location advantages

Scoring System

Every area receives a composite livability score (0–100) and a letter grade. Composite score = simple average of all available sub-scores. Risk parameters (Air, Flood, Earthquake) are inverted so lower risk = higher livability.

GradeScoreWhat It Means
A 80–100 Excellent — Top-tier neighbourhood
B 60–79 Good — Above average living conditions
C 40–59 Average — Room for improvement
D 20–39 Below Average — Significant concerns
F 0–19 Poor — Major livability challenges

What You Can't Get Elsewhere

Feature RealEstateIQ Others
8-year building growth data (satellite-verified)
Air quality index by neighbourhood
Water quality data (groundwater, supply)
Flood & earthquake risk assessment
Green cover & NDVI analysis
Composite livability score (19 parameters)
Side-by-side area comparison
Personalised Livability Report
Future project tracking (status, impact)
Hyperlocal cost-of-living data

Stop Guessing. Start Knowing.

Whether you're buying your first home, investing in a plot, or relocating your family — make the decision backed by satellite data, not just broker promises.

Explore Maps Compare Areas View Rankings Get My Livability Report