Data Stories
Explore Indiagraphs data stories on markets, inflation, and the real economy curated for clear, evidence-backed narratives.
The Retirement Math: Are Indian Households Prepared for 20 Years Without Income?
IndiaGraphs Key Takeaways ⏳ Indians are living longer, extending the retirement period. 🏛️ Pension coverage remains limited despite a large workforce. 🏠 Households are saving, but wealth is mostly tied to physical assets. 📈 The retirement corpus required is rising due to inflation and longevity. 👥 Demographic and labour market shifts are increasing retirement risk. […]</p>
When War Breaks Out, Markets Panic: How Quickly Do Stock Markets Recover? Lessons for Indian Investors
Key Market Insights 📉 Markets panic first, recover later Markets usually fall briefly when wars begin but stabilize within 2–4 weeks as uncertainty eases. 🛢️ Oil reacts the most to geopolitical shocks Oil surged 33% during the Russia–Ukraine war and nearly 47% during the Iran–Israel escalation. 🥇 Gold acts as a safe haven Gold typically […]</p>
India’s Solar Acceleration Pathways to 2030: Which States Are Structurally Positioned to Lead the Next Solar Wave?
☀️ Key Solar Insights Solar momentum is shifting beyond traditional leaders. Several mid-sized states are growing faster than the largest solar markets. Southern states dominate the next expansion phase. Karnataka, Tamil Nadu, and Kerala show the strongest solar acceleration. New growth centres are emerging. Telangana and Punjab are transitioning into high-growth solar markets. Traditional solar […]</p>
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The Middle Class Without Buffer: India’s Quiet Balance Sheet Stress
Rising Assets, Rising Debt, and the Changing Balance Sheet of Indian Households toward 2030 The Big Picture India is transitioning toward an upper-middle-income economy, but the financial safety net for many households is thinning. Rising essential costs, expanding credit access, and growing financial commitments are increasing pressure on household balance sheets. The result is the […]</p>
India’s CPI Base Revision (2024=100): Structural Shifts, New Weights, and Jan 2026 Analysis
✦ QUICK SUMMARY: CPI 2024 PIVOT Base year updated: CPI moved from 2012 to 2024 to reflect today’s more urban, digital and service-driven economy. Food matters less than before: Food weight dropped from 42.6% to 36.8%, while transport and services gained importance. Modern measurement: India adopted global COICOP 2018 standards and expanded digital price collection […]</p>
Gold, Silver, and Copper: Rethinking Metal Investments Today
Key takeaways Metal investing in India is gradually shifting from physical ownership to financial investment products. Silver and copper are gaining attention beyond gold. For retail investors, metals are increasingly viewed as portfolio stabilisers rather than short-term trading instruments. Institutional investors have already embraced ETFs as a preferred route to gain exposure to metals. Indian […]</p>
Why the India-EU Free Trade Agreement Is a Strategic Turning Point for India?
WHY THIS MATTERS FOR INDIA On 27 January 2026, India and the European Union signed a landmark trade agreement, marking a major step toward lowering trade barriers between the two economies. Over 90% of goods traded between India and the EU will eventually become tariff-free, improving price competitiveness for Indian exports. The agreement strengthens India’s […]</p>
Why Copper Is Becoming One of the World’s Most Important Metals?
WHY THIS MATTERS As the global economy electrifies, copper demand is shifting from cyclical consumption to structural necessity. This article examines how clean energy, slow supply expansion, and refining concentration are redefining copper’s role in the global economy. From power grids to clean energy, copper is quietly shaping the global economy When Anil Agarwal of […]</p>
From ₹3,500 to ₹2.4 Lakh: 42 Years of India’s Silver Price History (1983–2026)
Real-Time Silver CAGR Analysis Based on Latest MCX Spot Price LIVE This table shows the compound annual growth rate (CAGR) of silver across multiple investment horizons based on the latest MCX spot price. Source: Indiagraphs Gold & Silver Calculator Silver was once the common man’s gold. Today, it’s the industrial age’s secret weapon. From jewellery and rituals […]</p>
Gold vs Silver: Which Asset Won the Last 42 Years in India? (1983–2026)
Data Update : 16 February 2026 Since 1983, gold in India has delivered a CAGR of ~10.8%, rising from ₹1,858 to ₹1.54 lakh (₹1,53,662) as of 16 February 2026. Silver followed closely with a ~10.5% CAGR, though with significantly higher volatility across cycles. According to RBI financial-year averages and MCX spot data, silver outperformed gold in the 5-year […]</p>
India’s Fraud Curve Is Rising Quietly – What the Data Really Says About Digital Payments and Risk
Digital payment systems in India weren’t introduced in a grandiose way; instead, they became an integral part of everyday life quietly, but very quickly. Now when you buy vegetables from a farmer, he scans your QR code. As you turn around to leave, your pension is deposited into your bank account! And when a college […]</p>
When the Rupee Falls, Who Bears the Cost? Exchange-Rate Depreciation, Import Dependence, and Real Wages in India
Rupees falling in value is normally framed as a technical issue by either economists, policymakers, or on business news panels. To many Indians though, a lower-valued Rupee is not an abstract concept as it impacts their lives on a very basic level – the cost of petrol when refuelling cars, increased electrical bills, and rising […]</p>
Inflation vs Small Savings in 2026: Are India’s Trusted Schemes Finally Beating Price Rise?
Data Updated : 15 January 2026 A DATA-BACKED REALITY CHECK BY INDIAGRAPHS INSIGHTS Note: Small savings interest rates have remained unchanged from January 2026 through March 2026. Inflation assumptions are based on historical CPI data for FY 2024–25, the latest full-year data available. All calculations reflect officially notified rates and inflation data available as of January […]</p>
The Story of India’s Inflation: How the CPI Measures What We Pay
Every month, headlines flash: “Inflation rises to 6.1% – the highest in eight months“. The number moves markets, shapes RBI decisions, and affects your grocery bill – yet few people know what it really means. Why is the inflation rate “just 6%” when your rent, food delivery, and electricity bill have all gone up far more? […]</p>
Silver Demand in EV’s and Solar – India’s Industrial Bet
Updated – 13 Dec 2025 For decades, silver in India was a symbol: of dowry, adornment, and saving during droughts. But today, it’s being reinvented – quietly, almost invisibly – inside solar panels, electric vehicles, power grids and high-tech circuits. What was once “common man’s gold” is transforming into an industrial backbone metal. Behind this transformation lies […]</p>
External Debt per Indian (1991–2025): How Much Do We Owe the World?
External debt rarely makes the headlines. GDP growth numbers, stock market rallies, or the rupee-dollar exchange rate often dominate public debate. Yet, behind the scenes, India has been steadily piling up obligations to the rest of the world. At the end of March 2025, India’s external debt stood at ₹63,03,630 crore (USD 736 billion). That figure […]</p>
India’s Household Savings 2025: 10 RBI Insights That Show How We Save, Spend & Borrow
On 28th August 2025, the Reserve Bank of India (RBI) released its Handbook of Statistics on the Indian Economy 2025 – a comprehensive dataset capturing how Indian households save, borrow, and invest. The latest numbers highlight important shifts: households remain the backbone of India’s savings, but liabilities are rising sharply; gold continues to play a significant […]</p>
India’s Income Tax Decade: Doubling Returns, Soaring Refunds & Shifting Burdens (2013–2024)
At the dawn of the e-filing statistics era, FY 2013–14 recorded 3.8 crore Indians filing an income tax return, and the government collected ₹6.38 lakh crore in direct taxes. By FY 2023–24, those numbers had grown to 8.6 crore returns and ₹19.6 lakh crore in collections. That’s a 2.3X increase in returns filed and a 3X jump in revenue in just 10 years. But behind […]</p>
11 Years of Jan Dhan Yojana: From ₹1,000 Balances to ₹2.75 Lakh Crore Deposits – India’s Banking Revolution in Data
Updated : 03 December 2025 Introduction On 28 August 2014, Prime Minister Narendra Modi announced the launch of the Pradhan Mantri Jan Dhan Yojana (PMJDY). The promise was simple but ambitious: every household in India should have a bank account. At the time, many economists and bankers were skeptical. Would the poor really use bank accounts? Would they […]</p>
Sand Batteries Explained: How Finland’s Sand Battery Stores Summer Solar for Winter Heating
What is a sand battery? A sand battery is a big, well-insulated tank filled with ordinary sand (or sand-like rock). When cheap renewable electricity is available, electric heaters warm the sand to about 500–600°C. Later, fans push air through pipes inside the hot sand to pull the heat back out for buildings, hot water, or […]</p>
Gold vs Gold Jewellery Returns: Emotion vs Investment – What Builds Real Wealth?
When we talk about investing in gold, most Indian households don’t think of ETFs, sovereign bonds, or digital gold. They think of bangles, necklaces, and earrings – passed down generations, stored in lockers, and bought during weddings. But here’s the reality: not all gold is a good investment.Gold jewellery, despite its sentimental and cultural value, […]</p>
India’s Renewable Energy in 2025: Capacity, Challenges, and Net Zero Progress
India’s clean energy journey is gaining serious momentum. In 2025, the country finds itself at a powerful crossroads – trying to balance booming energy demand, energy security, and climate responsibility. In this article we will take a deep, data-backed look at where India stands today, what’s working, what’s not, and how far we still have […]</p>
Gold vs Sensex: 25-Year Wealth Builder – What ₹1 Lakh Taught Us About Long-Term Wealth
If you had ₹1 lakh in 2000, where would you be richer today – in Gold or the Sensex?Over the past 25 years, both assets have told a fascinating story of India’s growth, global shocks, and investor sentiment. One shines in crisis, the other compounds in calm. In this data story, we break down how […]</p>
Sensex Returns vs INR Depreciation: 25 Years of Market Growth vs Currency Erosion
Two Indicators, One Nation’s Economic Journey Over the last 25 years, two financial indicators have silently shaped the wealth of millions of Indians: the Sensex, India’s benchmark stock market index, and the INR/USD exchange rate, a reflection of our currency’s strength on the global stage. At first glance, they seem unrelated – one tracks the […]</p>