RealEstateIQTM
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Personalised Livability Report — what's inside?

Answer 5 quick questions about your lifestyle & priorities — we combine 20+ livability parameters (air, water, green cover, infrastructure, amenities, safety & risk) and recommend the top 5 areas in Raipur, Naya Raipur & Amleshwar that match you best.

Built for Every Decision Maker

Whether you're buying your first home, relocating for work, or planning a real estate investment — GreaterRaipur Livability gives you the data edge.

Families

Your priority: Safety, schools, hospitals, parks, clean air & water

  • Find areas with top amenity scores — schools, hospitals, parks within walking distance
  • Check air quality for children's health
  • Verify water safety (low TDS, safe fluoride)
  • Assess flood & earthquake risk before buying
  • Compare quiet neighbourhoods ideal for families
Investors

Your priority: Appreciation potential, infrastructure growth, risk assessment

  • Spot undervalued areas with improving scores
  • Track infrastructure development — new roads, metro, BRTS routes
  • Use composite score trends to predict neighbourhood trajectory
  • Compare zone-wise performance on the City Dashboard
  • Identify low-risk zones (flood + earthquake safe)
Retirees

Your priority: Peaceful living, healthcare access, green spaces, safety

  • Prioritize quiet score — low noise, away from highways & industrial zones
  • Check hospital proximity (within 500m and 2km)
  • Look for high green cover — parks, tree canopy, garden areas
  • Find Nava Raipur sectors with modern infrastructure and wide roads
  • Verify clean air & water for better quality of life
Students & Young Professionals

Your priority: Connectivity, affordability, markets, nightlife proximity

  • Find areas with best BRTS/metro connectivity
  • Check market & shopping proximity for daily convenience
  • Look for good amenity scores at lower cost neighbourhoods
  • Use the map view to explore areas near your college or office
  • Compare multiple PG/rental areas side-by-side

19 Livability Parameters We Analyse

All factors used by the Livability Report are transparent and measurable from trusted public data sources, remote sensing, and map intelligence.

Air Quality

Real-time AQI from Google Air Quality API and AQICN stations - PM2.5, PM10, NO2, SO2, O3, CO pollutant levels with health advisories.

Water Quality

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

Sanitation

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

Infrastructure

38 GEE satellite parameters - ESA WorldCover land use, GHSL building height/volume, SMOD settlement type, VIIRS nightline lights, terrain and spectral indices.

Amenities

Google Maps powered proximity scoring - hospitals, schools, markets, parks, pharmacies, metro/BRTS stations nearby.

Quiet Score

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

Green Cover

NDVI satellite analysis for vegetation density, tree canopy percentage, parks within 500m, and green belt proximity.

Surface Temp

Google Earth Engine Landsat LST land surface temperature - mean, min, max LST for urban heat island analysis.

Open Area

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

Nighttime Lights

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

Water Bodies

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

Pop. Density

WorldPop 100m population density and total estimated population - lower density often means better livability score.

Flood Risk

CWC flood zone mapping, drainage capacity, waterlogging history, river proximity - split into river flood and urban waterlogging.

Earthquake Risk

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

Groundwater

TerraClimate satellite data - soil moisture, evapotranspiration, and recharge estimates for groundwater availability analysis.

Walkability

OpenStreetMap pedestrian infrastructure - sidewalks, crosswalks, footpaths, cycle paths, traffic signals, street lighting, and road surface quality.

Safety

Emergency services coverage - police stations, fire stations, hospitals, clinics, and pharmacies from Google Maps and OpenStreetMap data.

Waterlogging Susceptibility

GEE satellite-derived waterlogging risk - terrain slope, elevation, soil moisture, drainage density, NDVI, and land cover analysis on a 500m grid.

Risk Factors

9-category risk intelligence - environmental hazards, water and drainage, air pollution, infrastructure gaps, land use, safety, social nuisance, natural disaster, and connectivity risks.

Risk Factor Analysis - Avoid Lifetime Problems

A wrong property purchase can become a lifelong burden. Our risk intelligence covers 9 critical factors that brokers and portals rarely show.

Why this matters more than price or location
A Rs50 lakh plot near an active landfill loses 10-25% value permanently. A house in a flood-prone zone costs Rs2-5 lakh in repairs every monsoon. These are irreversible mistakes that no renovation can fix.
1. Environmental Hazards & Waste

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

Red zone: Active landfill/STP nearby = 10-25% value cut. Yellow: Irregular collection/open drains = 3-7% hit.
2. Water & Drainage Infrastructure

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

Red zone: Annual waterlogging/contamination = 10-20% value hit. Yellow: Tanker-only summers = 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 zone: Within 1 km of heavy industry/kilns = 8-18% value cut. Yellow: Seasonal air burning = 3-6%.
4. Infrastructure & Civic Stress

Daily long power outages, poor roads, dark zones, and unreliable water supply create daily frustration and service unreliability.

Red zone: Daily long outages, dark zones = 7-15% value cut. Yellow: Periodic issues = 2-5%.
5. Land Use & Zoning Risks

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

Red zone: HT lines/encumbrance/dispute = 10-30% value cut. Yellow: Zoning change pending = 3-8%.
6. Social & Safety Concerns

Frequent thefts, abandoned clusters, isolated liquor outlets, and cattle sheds deter buyers and tenants. Nuisance and crime perception lowers rental yields.

Red zone: Crime clusters/abandoned areas = 8-20% value cut. Yellow: Isolated nuisance = 2-5%.
7. Future Development Threats

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

Red zone: Notified acquisition/industrial corridor = 10-25% hit. Yellow: Future corridor 500m+ = 3-6%.
8. Health & Nuisance Factors

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

Red zone: Illegal slaughter/tannery nearby = 7-15% value cut. Yellow: Seasonal mosquitoes/strays = 2-4%.
9. Accessibility & Isolation Risks

Over 15 minutes to police/fire/hospital means emergency response is dangerously slow. Monsoon-cut access and no last-mile connectivity isolate property.

Red zone: >15 min emergency response/monsoon cutoff = 8-18% hit. Yellow: Sparse transit = 3-5%.

How RealEstateIQDatasets Helps You Avoid These

Instead of discovering these problems after you have bought, our platform lets you screen areas digitally from home. Each area profile aggregates 19 parameters with risk indicators and upcoming projects in one view.

Parameter Map

Visualize air quality, water quality, flood risk, and green cover on a color-coded map before each site visit.

Compare Areas

Side-by-side live score by risk factor so safety and civic stress become evidence-backed decisions.

What this looks like without diligence

  • Buyer exits after first monsoon due to flooding and access issues.
  • Family discovers no nearby hospital during emergency hours.
  • Rental yield drops because the locality is seen as unsafe or noisy.

How data flips the outcome

  • Choose roads with faster emergency response and better drainage.
  • Avoid nuisance corridors before token payment and registration.
  • Select areas with stronger appreciation and family safety profile.

Future Projects & Development Tracker

Knowing what is 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 expansion can transform access and growth for an entire locality.

Investment edge: Buy early on announced corridors before completion drives a value spike.

Public Amenity Projects

Upcoming hospitals, schools, parks, sports complexes, and government offices impact neighborhood livability fast.

Relocation insight: Move to an affordable area now that gets better services before prices reset.

Project Progress Tracking

Do not rely on verbal timelines. Track stage progression from notified to completed with progress evidence.

Timing advantage: Pick sectors where delivery visibility is high while entry price is still lower.

How Projects Impact Property Value

  • Announcements create early appreciation.
  • Construction phase adds noise and short-term friction.
  • Completion usually triggers wider demand and rents.
  • Track every stage so you can enter at the right time.

How Projects Impact Livability

  • Road upgrades reduce travel and unlock service access.
  • Amenity projects improve daily convenience.
  • Unplanned projects can increase traffic and stress.
  • Watching execution quality protects long-term livability.

Project Status Pipeline - Track Every Stage

Every project passes through these stages. Great timing comes from entering early and exiting before crowding.

Notified
Best early signal. Highest upside if execution follows.
Upcoming
Clear planning stage with momentum building.
Under Construction
Execution visible but disruption risk is high.
Completed
Benefit realized. Upside narrows as prices adjust.

What You Get For Each Project

  • Location and map context
  • Live status and timeline
  • Investment impact notes
  • Detailed analysis and implications

Types of Projects We Track

  • Infrastructure: flyovers, ring roads, BRTS corridors
  • Public amenities: hospitals, schools, civic projects
  • TOD and development schemes
  • Civic and utility upgrades
  • Commercial and industrial anchors
Development Intelligence

Know What's Coming Before Everyone Else

Projects near upcoming corridors appreciate faster. Our tracker helps you move ahead of the market.

Why We Built This

We built RealEstateIQ Livability because buyers were forced to decide with incomplete information and sales-led narratives.

No More Blind Spot Buying

Most property journeys ignore flood drains, emergency response, air pollution, and zoning risk until it is too late.

Data Before Broker Narrative

We combine map layers, satellite indicators, and civic data to create an objective shortlist before site visits.

Decision Support, Not Hype

The report is designed to prevent irreversible mistakes and improve confidence for families, investors, and NRIs.

Who Benefits & How

Real scenarios where data-backed livability intelligence changes property outcomes.

Real Estate Investor

Identify growth corridors before price spikes

  • Use Building Footprint Analysis to detect early construction momentum.
  • Cross-reference with Water Bodies and Flood Risk before purchase.
  • Check ranking trends to avoid stalled micro-markets.
Family Relocating to Raipur

Find the best neighbourhood for your family

  • Run the Livability wizard with school and safety priorities.
  • Use Compare Areas to shortlist top 3 options.
  • Check Forest Cover and Air Quality for healthier living zones.
NRI / Remote Buyer

Evaluate locations without physical visits

  • Validate development claims through satellite growth analysis.
  • Use parameter heatmaps for healthcare and water quality context.
  • Review area profiles that aggregate all major livability metrics.
Builder / Developer

Site selection backed by data

  • Assess terrain, drainage, and civic load before acquisition.
  • Check district maps for upcoming growth corridors.
  • Use livability scoring to position product-market fit.

What You Can't Get Elsewhere

A simple comparison of what brokers and generic portals typically miss.

Factor Broker Portals RealEstateIQ
Waterlogging susceptibility map (500m grid)
9-category risk factor analysis
Future project stage intelligence
Satellite-led development trend signals
Air, water, sanitation, and heat risk context
Corridor-level growth impact interpretation
Area-to-area compare tool with evidence
District and city livability overlays
Actionable shortlist logic, not only listings

Build Your Livability Report In 2 Minutes

Generate a personalised report with your priorities, compare safer options, and move with confidence.

Our 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

Satellite remote sensing platform providing 11+ datasets for infrastructure, green cover, surface temperature, built-up density, nighttime economic activity, water bodies, population density, and groundwater analysis.

Datasets: GEE datasets used

Google Maps & Places API

Proximity-based amenity scoring using Google Places data for healthcare, education, shopping, recreation, and public transport accessibility.

Datasets: Nearby hospitals, schools, markets, parks, pharmacies, metro/BRTS stops

Google Air Quality API & AQICN

Google Air Quality API for hyperlocal AQI estimates and pollutant heatmaps, plus AQICN station-based readings for real-time air quality scoring.

Datasets: AQI, PM2.5, PM10, NO₂, SO₂, CO, O₃ — hyperlocal pollutant data

Central Water Commission

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

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

data.gov.in

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

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

OpenStreetMap

Community-driven open geographic data used for validating boundaries, amenity locations, and road network analysis.

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

Google Open Buildings

Google's AI-derived building footprint dataset — used to track construction growth over 8 years, measure building density trends, and identify newly developing areas.

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

Swachh Bharat Mission

Government sanitation data including open defecation free status, solid waste management, door-to-door collection, and municipal cleanliness metrics.

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

BIS (Bureau of Indian Standards)

Seismic zone classifications per IS 1893 standard — used for earthquake risk scoring, Peak Ground Acceleration mapping, and structural safety assessment.

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

NDMA

National Disaster Management Authority — flood hazard maps, historical disaster records, waterlogging data, and risk zone classifications.

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

Crowd-sourced Data

Community-submitted cost of living data (rent, groceries, transport), feedback, and local professional directory listings.

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

Disclaimer: This report reflects the best available data for your area. Some parameters from the full list may not be available for every location and will only appear when data exists.