india-water-canvas

India Water Canvas — Open data

This directory holds the open-data exports of the India Water Canvas. Files are CSV (tabular) or JSON (structured). All data is licensed CC BY-NC 4.0 — see ../LICENSE.

Files

• h-a-i-derivation.csv — per-state Health/Availability/Impact scores with input parameters, weightings, and source links
• funder-ladder.csv — 22+ funders × annual ₹ disbursement × layer (govt / DFI / CSR / philanthropy)
• intersections.csv — energy / waste / markets / health KPIs aggregated per state
• place-kpis.csv — state-specific intersection KPIs (the numbers that move when you click a state in the dashboard)
• bottlenecks.csv — 8 bottlenecks × severity (1-10) × 7-stack layer × R-loop closed
• unit-econ.csv — 9 unit-economics assets × cost installed × lifetime × axis (H/A/I)
• sheds.csv — 14 SHEDS × signals × needs × build phase × loop
• hidden-dynamics.csv — 8 hidden-dynamics × severity × axis affected × evidence

How to use

• Replicate the H/A/I formula: run the math in h-a-i-derivation.csv; verify it produces the dashboard’s per-state scores
• Audit individual numbers: cross-reference the source column with the underlying agency dataset
• Fork + propose: open an issue or PR at Ashwask/RFPartnerMap with proposed changes
• Cite data: include the version (currently v1.0) + date + the specific filename in your reference

Source provenance

Each CSV row carries a source column. Sources are:

• Government — CGWB · CWC · CPCB · IMD · NMCG · MoJS · DDWS · CAG audits · State PCBs (per state)
• Multilateral / DFI — World Bank · ADB · JICA · ICIMOD · GRACE-FO (NASA)
• Civic / academic — IndiaWaterPortal · SANDRP · WELL Labs · ATREE · CSE · academic publications · ACWADAM
• Disclosure — MCA CSR FY25 · AVPN · foundation websites + audited financial statements

Numbers are ±30% directional unless explicitly tagged otherwise. Trust grades are gold / silver / bronze / red per ../data-and-groundtruth.md.

Contributing

Open an issue at the parent repository to propose corrections. See ../about.md for the review process.

License: CC BY-NC 4.0 · Author: Ashwin Kulkarni (independent capacity)

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v2.0-pre snapshot (2026-05-10)

The following CSVs were exported from dashboard.html as part of the v2.0 LEMMA migration data foundations (Steps 2-7 of architecture.md §10):

• place-bodies.csv — per-place water-body type · name · status · risk (8-type taxonomy · 25 states · 80 cells)
• place-climate-stakes.csv — per-place climate-stake under non-stationarity (25 states · one-line)
• market-providers.csv — for-profit market actors (30 entries · operational + failed full canon)
• entity-water-body-tags.csv — primary_water_body field for 18 IMPLEMENTERS + 23 FUNDERS items (41 tags)

These CSVs are the open-data exports of the inline JS arrays in dashboard.html. They share the same source-of-truth: the inline arrays. CSV ↔ JS sync to be automated post-v2.0 launch via build script (architecture.md §13 maintenance contract).

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