Data Sources & Methodology Registry
Azad Cafe adheres to strict open-data ethics. Every number displayed in the atlas originates from primary statutory publications, national sample surveys, or gazetted government statistics. We never fabricate numbers, extrapolate unsupported local units, or present estimates as direct measurements.
Census of India 2011 (Primary Census Abstract)
Methodology & Sampling Design
Complete nationwide decennial enumeration of all residential households and individuals residing within Indian territory.
- Official statutory benchmark for demographic distribution in India.
- High completeness and standardized administrative boundary mapping as of 2011.
- Data reflects 2011 administrative configurations prior to bifurcations (e.g. Telangana created in 2014, Ladakh/J&K reorganisation in 2019).
- Population counts do not reflect post-2011 migration or natural growth without demographic projections.
Population Projections for India and States 2011–2036
Methodology & Sampling Design
Cohort component method incorporating vital registration trends, Sample Registration System (SRS) fertility schedules, and life expectancy mortality models.
- Official statutory benchmark for demographic projections referenced across government planning bodies.
- State-wise mathematical model accounting for inter-state migration and declining Total Fertility Rates (TFR).
- Projections are mathematical demographic estimates, not physical headcounts.
- Actual population may vary based on post-2020 public health dynamics.
National Family Health Survey (NFHS-5) 2019-21
Methodology & Sampling Design
Stratified two-stage sample design surveying 636,699 households, 724,115 women, and 101,839 men using standardized biological markers and questionnaires.
- Rigorous biomarker collection including hemoglobin measurement, blood pressure, and anthropometry.
- Includes 95% confidence intervals at state level.
- Survey estimates subject to sampling variability, particularly in small Union Territories or remote districts.
- Fieldwork was interrupted in March 2020 by COVID-19 lockdowns, requiring phase two to resume late 2020.
Periodic Labour Force Survey (PLFS) Annual Report 2022-23
Methodology & Sampling Design
Rotational panel sampling in urban areas and annual representative sampling in rural areas measuring Usual Status (ps+ss) and Current Weekly Status (CWS).
- Official statistical release on Indian labour market indicators, participation rates, and wages.
- Independent quality audit by Standing Committee on Economic Statistics.
- Usual status captures principal and subsidiary activity over 365 days; may underestimate short-term seasonal underemployment.
- District-level estimates are not officially published due to sample size constraints.
State Domestic Product and Per Capita Income (Base Year 2011-12)
Methodology & Sampling Design
National accounts compilation aggregating primary, secondary, and tertiary sector value additions using production and income approaches calibrated to 2011-12 base.
- Standardized national accounting matrix reconciled with Central Statistical Office (CSO) guidelines.
- Recent years represent Provisional or Advanced Estimates subject to subsequent revisions.
- Informal economy estimates rely on periodic enterprise surveys and benchmark extrapolation.
General Election to Parliamentary Constituencies 2024 (18th Lok Sabha)
Methodology & Sampling Design
Electronic Voting Machine (EVM) counts verified with Voter Verifiable Paper Audit Trail (VVPAT) sample verification in every assembly constituency.
- 100% census count of all valid votes cast by 642 million registered Indian electors.
- Constituency boundaries follow the 2008 Delimitation Commission orders and do not always coincide cleanly with revenue district boundaries.
Central Electricity Authority - Power Sector State Statistics
Methodology & Sampling Design
Administrative reporting from State Electricity Regulatory Commissions (SERCs) and state utilities on gross energy generation, transmission, and billing.
- Comprehensive grid-connected supply audit verified through regional load despatch centers (RLDCs).
- Off-grid rooftop solar and private captive diesel generators are estimated indirectly.
National Ambient Air Quality Monitoring Programme (NAAQM)
Methodology & Sampling Design
Continuous Beta Attenuation Monitors (BAM) and gravimetric high-volume sampling calibrating fine particulate matter (PM2.5 and PM10).
- Automated telemetry with zero and span drift calibration performed regularly.
- Monitoring stations are concentrated in urban and industrial zones; rural regional values reflect spatial model interpolations.
Indian Telecom Services Performance Indicators
Methodology & Sampling Design
Mandatory quarterly regulatory filings by all licensed Unified Access Service Providers (UASPs) and Internet Service Providers (ISPs).
- Complete operator-verified subscriber census records including VLR (Visitor Location Register) active user counts.
- Licensed Service Areas (LSAs) correspond to telecom circles, some of which group smaller neighbouring states together (e.g. North East circle, Kolkata/West Bengal circle).
Agricultural Statistics at a Glance 2023
Methodology & Sampling Design
Aggregated Land Use Statistics (LUS) and crop yield assessments compiled from state directorates of economics, remote sensing crop acreage estimation, and agricultural census baselines.
- Official statutory compendium on Indian cropping patterns, yield indices, and gross cropped land.
- Reconciled with agricultural census and Food Corporation of India procurement reports.
- Cropping intensity varies seasonally between Kharif, Rabi, and Zaid seasons.
- Data for union territories with negligible agrarian land reflects localized micro-cultivation.
Jal Jeevan Mission - Har Ghar Jal Telemetry Dashboard
Methodology & Sampling Design
Geo-tagged functional household tap connection (FHTC) verification by Village Water and Sanitation Committees (VWSC) cross-referenced with public IMIS records.
- Live administrative sensor and Aadhaar-authenticated household tap connection tracking.
- Third-party functionality audits conducted periodically by national verification agencies.
- Focuses strictly on rural habitation piped infrastructure; urban coverage is audited separately under AMRUT.
- Measures infrastructure installation; seasonal groundwater depletion may affect actual daily supply hours.
Sample Registration System (SRS) Statistical Bulletin
Methodology & Sampling Design
Dual-record system comprising continuous enumeration of vital events by a local resident enumerator, followed by an independent bi-annual survey by a supervisor.
- Gold standard demographic metric for Infant Mortality Rate (IMR) and Crude Birth/Death rates in India.
- High statistical power with representative rural and urban sampling frames.
- Sampling errors for smaller northeastern states and island territories are higher than for populous states.
- Published with an approximate 18-to-24 month demographic audit latency.