Publication-grade visual essays and comprehensive statistical explorers constructed from unit-level survey microdata (NSSO / MoSPI).
An interactive scrollytelling research narrative analyzing the graduate unemployment crisis (11.2% vs 0.3%), the 39.1 p.p. gender wedge, caste-based occupational clustering, and state-level capability divergence across 1.15 million survey respondents.
The comprehensive statistical compendium of Indian labour: 48 multidimensional cross-tabulations covering participation, industry distributions, wage quantiles, education gradients, caste stratification, and state rankings with instant search and CSV export.
A multi-dimensional capability observatory evaluating all 36 Indian States & Union Territories across six fundamental axes of work access, earnings, job security, and skills with survey design uncertainty bounds.
A pedagogical reference manual on two-stage stratified sampling designs, survey weighting multipliers, interpenetrating sub-sample variance formulas, and Stata/R/Python boilerplate.
Real-time multidimensional slicing and aggregation engine allowing custom cross-tabulations across age cohorts, education tiers, sectors, and activity status frameworks.
Exploring 6 consecutive rounds of the Annual Survey of Industries (ASI): contract labour supplying 60.25% of net worker growth and reaching 41.59% of factory employment as the compensation share of NVA fell.
Interactive 24-hour dual day-clock and activity matrix analyzing gendered unpaid domestic and care work across employment relations, expenditure quintiles, and households with young children.