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Long-form data essays, read across primary sources

Notes from reading the public data on questions that do not fit a single dataset. Each essay assembles forty-plus sources, applies a two-source-rule audit, and ends with a portrait that the macro statistics flatten unless read in full.

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Data Blog · May 2026 · India national synthesis

India's Middle Class, 2014–2026: Five Pillars, Three Tensions

A reading of public data on how India's middle class has fared over the last decade, across income and consumption, household debt, investing (long-term and speculative), labour, and emigration. Net household financial savings at a five-decade low. Mutual-fund investor base tripled to 5.42 crore. Ninety-one percent of futures-and-options traders lost money in FY25. NCCS A class participation twelve times higher than NCCS C/D/E.

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More essays in this series

Topics in macroeconomics, supply chain, labour markets, and policy — each grounded in primary public sources and audited end-to-end.