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Research brief · Open access · 1,471,473 schools
RESEARCH PAPERS,
JOURNALS & CONFERENCES
- 63.5%
- of schools can run a cloud-connected virtual laboratory — at most
- 537,486
- schools cannot, under any reading of the government data
- 124,741
- secondary schools have no functional science laboratory
- 59.2%
- of all schools are in states short of both
What stands behind it
- 01Backed by researchers
- 02Future trend analysis
- 03Personal theses & big data collection
- 04Original work took 14 months
- 05Validated by top-tier researchers, scholars & PhD professors
- 06Documented on GitHub
Research brief14 months of original work
Where Virtual Laboratories Cannot Reach
At least 537,486 Indian schools cannot run a cloud-connected virtual science laboratory — and the schools that lack physical laboratories are disproportionately among them. An analysis of UDISE+ 2024–25 covering all 1,471,473 recognised schools, deriving sharp Fréchet–Hoeffding bounds rather than assuming the three infrastructure distributions are independent.
