About the data
Every feed with its age right now, what it comes from, and what is deliberately not on the map yet. A reading is weather, not a case count: the two are kept apart everywhere. Page built 9 November 2026, 06:21 UTC.
Latency ledger
green: fresh · amber: due or old · a date is the source's own cut-off, not when we fetched it
Weather reading, three diseases
9 h agofull run 02:20 UTC, conditions three more times a day · 8 Nov 2026
785 districts each; target week 2026-11-16; history from 2005
Dengue, by state (NCVBDC)
to 28 Feb 2026the table's own cut-off · fetched under an hour ago
years 2021 to 2026; page updated 9 Nov 2026 · source
Malaria, by state (NCVBDC)
to 30 Sep 2026the table's own cut-off · fetched under an hour ago
years 2022 to 2026 · source
Malaria, monthly (NCVBDC)
to 30 Sep 2026the table's own cut-off · fetched under an hour ago
years 2025 to 2026 · source
Chikungunya, by state (NCVBDC)
to 30 Apr 2026the table's own cut-off · fetched under an hour ago
years 2021 to 2026 · source
Outbreaks investigated (IDSP)
99weekly outbreak reports, 2026 · cases file under an hour ago
99 placed in a district; read from the NCDC weekly PDFs
Press, where the directorate speaks only through papers
9figures, each with its paper and date
flagged as press in the spine and on the page; never mixed with official counts
Scoreboard
under an hour agoafter each cases ingest · 9 Nov 2026
readings against reported cases by state and year, IDSP outbreaks, and Goa by month
Population
2011Census, on today's districts
the newest district census; housing and water supply are not in the model
Where sources disagree
both shown, never averaged
- Goa, dengue. Official: 7 (NCVBDC, page updated 2026-11-09, 1 Jan 2026 to 28 Feb 2026). Press: 136 (The Goan, 2 Oct 2026, quoting the DHS, to 30 Sep 2026). The national table stops in February; the state's own figure runs to September. Different windows, not a contradiction; but the national table is seven months behind.
What the scoreboard says
the reading against what was reported
- Across 35 states and 174 state-years, years with more favourable weather had fewer reported cases (pooled r -0.116, permutation p 0.1625); not distinguishable from chance.
- Across 35 states and 140 state-years, years with more favourable weather had more reported cases (pooled r 0.04, permutation p 0.682); not distinguishable from chance.
- Across 30 states and 147 state-years, years with more favourable weather had more reported cases (pooled r 0.164, permutation p 0.07); not distinguishable from chance.
- Of 72 dengue outbreaks IDSP investigated in 2026, Machhar had read the district as higher than usual in the four weeks before 28 of them (39%); any district-week was that high 28% of the time. Lift 1.39. Better than chance on a small count.
- Of 20 malaria outbreaks IDSP investigated in 2026, Machhar had read the district as higher than usual in the four weeks before 9 of them (45%); any district-week was that high 30% of the time. Lift 1.5. Better than chance on a small count.
- Of 5 chikungunya outbreaks IDSP investigated in 2026, Machhar had read the district as higher than usual in the four weeks before 4 of them (80%); any district-week was that high 27% of the time. Lift 2.93. Better than chance on a small count.
- Goa's confirmed dengue rose from single digits a month to 46 in August and 66 in September 2026. Machhar had read the three Goa districts as higher than usual through those months (mean percentile 86; 07/2026: Kushavati 89, North Goa 87, South Goa 87; 08/2026: Kushavati 79, North Goa 79, South Goa 89; 09/2026: Kushavati 92, North Goa 89, South Goa 82). By the week of 2026-11-02 the reading had fallen (Kushavati 5, North Goa 5, South Goa 0) as the rains ended; cases follow weather by weeks, so a low reading now and a high count last month are not in conflict. What the page lacked until 2 October 2026 was the count itself.
Weekly dengue case counts are not published by district, so these readings have not yet been checked against real outbreaks. They describe how favourable the weather is, not how many people are ill.
Sources
every number links to one of these
Not connected yet
named here so no page implies it exists
District case counts
weekly dengue, malaria and chikungunya cases by district
not published; states report to NCVBDC, the tables come by state
A check against real outbreaks, district by district
the test that would let the reading be called validated
Weekly dengue case counts are not published by district, so these readings have not yet been checked against real outbreaks. They describe how favourable the weather is, not how many people are ill.
Housing and water supply
where water is stored in drums and tanks
no open district series since the 2011 Census
Mosquito surveys
larval indices from municipal entomology teams
held by corporations; not published as data
Station weather
observed rain and temperature at stations, beside the model's
the reading uses the reanalysis and forecast; stations are a later check
Files
cite as "Maplore Machhar, maplore.in/machhar, data as of 8 Nov 2026"