India Demographic Intelligence

India is not
growing.
It is fracturing.

31 of 36 Indian states have already crossed below the population replacement threshold. This is not a population explosion. It is a silent demographic collapse — unfolding at different speeds in different places, for reasons rooted in economics, culture, and the mathematics of the modern mating market.

Explore the Data ↓
31/36
States Below Replacement
−1.0
Fastest TFR Drop
0.86
RSI–GDP Correlation
2.1
Replacement Threshold
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1.10
Sikkim TFR — the lowest in India, closer to South Korea than the national average
3.00
Bihar TFR — still above replacement but falling at −0.4 per survey cycle
68.1
Kerala RSI — highest in dataset, beating its own GDP by +6.4 points
35.3
Uttar Pradesh RSI — 200M people, lowest social score, underperforming its wealth
Interactive Explorer

The Demographic Map of India

Click any state to see its full profile. Toggle between RSI (composite sustainability score) and TFR (fertility rate) views. Hover for a quick summary.

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Make sure india.json and india_states_final.json
are in the same folder as index.html.
Select a State
Click any state on the map
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Regional Sustainability Index
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TFR (NFHS-5)
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TFR Change
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GDP per Capita
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Population
Pop
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Econ
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Social
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Geo
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RSI Band Legend
Thriving
65–100
Stable
57–65
At Risk
48–57
Critical
0–48
State Rankings

Who is thriving, who is at risk?

Ranked by the Regional Sustainability Index — a composite of population health, economic vitality, social cohesion, and geopolitical stability.

Top Performers
Needs Attention
Analytical Framework

A Game Theory Reading of the Data

Fertility decline is not simply economics or education. It is the emergent result of millions of individually rational decisions — each locally sensible, collectively catastrophic.

Signalling Game

The Mating Market Breaks Down

As female education and income rise, reservation criteria for partners rise with them. The top 20% of men attract all available women. The bottom 40% are effectively priced out of the market. Delayed partnership mechanically reduces fertility — not by choice but by mathematics.

Prisoner's Dilemma

The Parenthood Defection Equilibrium

Having children in a competitive urban economy is individually costly and collectively necessary. Each couple choosing not to have children is rationally defecting. When enough couples defect, the Nash equilibrium produces demographic collapse — even in societies that value children culturally.

Coordination Problem

The Dependency Trap Has No Exit

When TFR falls below replacement for a generation, the working-age population shrinks relative to the elderly. Higher dependency costs make having children even less affordable for the next generation. South Korea is already inside this trap. India's developed south is entering it.

Key Findings

What India's data actually reveals

Phase 1 analysis of NFHS-5 state-level data, GDP per capita, and the Regional Sustainability Index reveals three distinct demographic Indias coexisting within one political boundary.

Finding 01

The Recovery Signal in the South

Kerala and Tamil Nadu — long below replacement — show a positive TFR change of +0.1 to +0.2. Fertility is ticking back up after decades of decline. This rare global pattern may suggest these states are finding a natural floor around 1.8, driven by improved female economic security rather than policy intervention.

Finding 02

Meghalaya — The Israel Within India

Meghalaya holds a TFR of 2.9 with almost no change, in a high-education, majority-Christian, matrilineal tribal state. It mirrors Israel's anomaly exactly: strong community identity, religious cohesion, and cultural valuation of children as community survival rather than personal lifestyle choices.

"The societies that maintain replacement-level fertility are those that have maintained a shared narrative about why children matter — to the community, not just the individual couple."

Finding 03

Maharashtra — Wealth Without Sustainability

India's richest state by total GDP dramatically underperforms its wealth, scoring 7.7 RSI points below what its GDP would predict. Wealth concentrated in Mumbai while 112 million people across the state have uneven access to infrastructure, healthcare, and opportunity.

Finding 04

The Nagaland-Ladakh Shock

Both states recorded a TFR drop of exactly −1.0 in a single survey cycle — roughly 5 years. South Korea's catastrophic fertility collapse took three decades. These states appear to have compressed that transition into one generation, driven by rapid modernization without cultural adaptation infrastructure.

Finding 05

Bihar's Dual Risk Window

Bihar has the lowest GDP in the dataset yet still underperforms expectations by 9.9 RSI points. Its TFR of 3.0 is falling at −0.4 per cycle. When it crosses below replacement — likely within two survey cycles — it will face an aging population crisis without Kerala's remittance economy or healthcare base to absorb it.

Data Visualisations

The evidence, chart by chart

Seven charts built from NFHS-5, World Bank, and Our World in Data sources. Each answers a different question about India's demographic trajectory and how it compares to the rest of the world.

Phase 1 — India State Analysis
India RSI leaderboard v2
RSI Leaderboard v2

Regional Sustainability Index — All 36 States Ranked

Composite score across population health, economic vitality, and social development (real literacy + healthcare data). Goa, Delhi, and Sikkim lead. Bihar and Nagaland are in the critical band.

India state TFR bar chart
Fertility Position

31 of 36 States Already Below Replacement

The population explosion narrative is obsolete. Most of India is already in demographic decline territory as of the 2019–21 survey.

India TFR bubble chart
Fertility Velocity

Position vs Rate of Change — Where Is Each State Headed?

Nagaland and Ladakh dropped TFR by 1.0 in a single survey cycle. Kerala and Tamil Nadu show a rare positive tick — a potential recovery signal.

RSI vs GDP scatter
Wealth vs Sustainability

Does Money Buy Sustainability? Pearson r = 0.86

Strong but imperfect correlation. Kerala beats its GDP by +6.4 RSI points. Maharashtra underperforms by −7.7 despite being India's wealthiest state. Bihar underperforms even for its poverty level — a governance story, not just economics.

Phase 2 — Global Context
Global TFR comparison
Global Trajectories

Three Futures: Collapse, Resilience, and the Question Mark

South Korea at 0.72 shows where unchecked decline leads. Israel at 2.83 shows that high-income resilience is possible. India at 1.98 is at exactly the inflection point South Korea passed in the late 1970s — just before its collapse accelerated.

Global convergence speed chart
Speed of Decline

India Is Falling Faster Than It Looks

Indexed from each country's peak, India's decline rate of 0.68 children per decade is the second fastest in this dataset — faster than Japan (0.33) and Germany (0.18). The gradual appearance on absolute charts is misleading.