| --- |
| pretty_name: OpenDengue — national dengue case counts (V1.3) |
| license: cc-by-4.0 |
| size_categories: |
| - 10K<n<100K |
| tags: |
| - cadence-irregular |
| - geo-global |
| - surveillance-arboviral |
| - pathogen-dengue |
| - tier-1 |
| - availability-open |
| schema_version: '0.1' |
| source_id: opendengue |
| source_url: https://opendengue.org/ |
| manifest_section: §6.1 |
| surveillance_category: arboviral |
| pathogens: |
| - dengue |
| availability: open |
| availability_notes: Static archive — V1.3 release on figshare. Updates are sporadic figshare uploads; this dataset pins V1.3 |
| and must be re-ingested manually when a new release drops. |
| access_type: github |
| tier: 1 |
| cadence: irregular |
| geography_levels: |
| - national |
| geography_countries: |
| - multiple |
| gold_standard_for: [] |
| vintaged_version_of: null |
| succeeds: null |
| derived_from: [] |
| value_columns: |
| - name: dengue_total |
| unit: cases |
| value_type: incident |
| description: Reported dengue cases in the period. May include suspected, probable, and laboratory-confirmed cases — see |
| `case_status` (schema-standard) and `case_definition` (source-original) for the certainty tier of each row. Includes all |
| severity levels (dengue, dengue with/without warning signs, severe dengue, dengue haemorrhagic fever, dengue shock syndrome, |
| dengue deaths) where reported. |
| aggregation: sum |
| notes: |
| extra_columns: |
| - column: case_definition |
| description: 'Source-original case definition: `Suspected`, `Probable`, `Confirmed`, `Probable and confirmed`, `Suspected |
| and confirmed`, `Total`. Preserved alongside the schema-standard `case_status` so original fidelity isn''t lost. The |
| same (country, date) cell can have multiple rows when the source distinguishes definitions — filter to one for a single |
| time series.' |
| - column: temporal_resolution |
| description: Per-row temporal granularity (`Week` or `Month`). Coarser source aggregates (`Year`, `Total`) are filtered |
| out at ingest — the dashboard can sum kept rows on the fly when an annual roll-up is needed. |
| - column: location_name |
| description: Source's English country name (uppercase). `location_id` (ISO 3166-1 alpha-2) is canonical. |
| interpretation_caveats: |
| - column: case_status |
| caveat: 'Mapping from the source''s `case_definition`: `Probable and confirmed` → `probable` (looser tier of the union, |
| the minimum certainty represented); `Suspected and confirmed` → `suspect`; `Total` → `not-classified`. The original |
| definition is preserved in `case_definition` for full fidelity.' |
| - column: dengue_total |
| caveat: Cross-country comparability is limited — case definitions, reporting completeness, and surveillance intensity |
| vary substantially. OpenDengue normalizes structure but does not normalize underlying definitions. For modeling, prefer |
| one country at a time or one case_status consistently. |
| - column: case_definition |
| caveat: '`Probable and confirmed` and `Suspected and confirmed` are *summed* categories from sources that combine tiers |
| — they are not standalone classifications. Don''t sum them with `Confirmed`/`Probable`/`Suspected` rows from the same |
| country and date.' |
| - column: temporal_resolution |
| caveat: A country may switch between Week and Month over its history. Pick one resolution per country when constructing |
| a continuous series; don't naively concatenate rows of different temporal_resolution. |
| general: 'OpenDengue (Clarke et al. 2024, https://doi.org/10.1038/s41597-024-03120-7) is a |
| |
| standardized archive of dengue case reports from public national surveillance |
| |
| systems. This dataset is the V1.3 **national** extract; subnational extracts |
| |
| (`Spatial_extract`, `Temporal_extract`) are larger and could be ingested as |
| |
| sibling datasets later (`opendengue-admin1`, `opendengue-admin2`). |
| |
| |
| Coverage spans 1993-present (with a small 1924-1925 fragment), but |
| |
| per-country availability varies widely — Brazil has weekly data 2014+, |
| |
| others only monthly. Annual and Total aggregates from the source are |
| |
| filtered out so the dataset is series-shaped; sum kept rows in the |
| |
| dashboard when an annual roll-up is needed. Use the `case_status` / |
| |
| `case_definition` and `temporal_resolution` row-level columns to |
| |
| construct a coherent series. |
| |
| ' |
| extra: |
| release_tag: V1.3 |
| figshare_doi: https://doi.org/10.6084/m9.figshare.24259573 |
| github_repo: https://github.com/OpenDengue/master-repo |
| source_csv: data/releases/V1.3/National_extract_V1_3.zip |
| paper_doi: https://doi.org/10.1038/s41597-024-03120-7 |
| case_definition_to_status_mapping: |
| Confirmed: confirmed |
| Probable: probable |
| Suspected: suspect |
| Probable and confirmed: probable |
| Suspected and confirmed: suspect |
| Total: not-classified |
| case_definition_normalization: lowercase 'confirmed' rows in source were merged with 'Confirmed' to deduplicate filter values |
| filtered_temporal_resolutions: |
| - Year |
| - Total |
| computed: |
| last_ingested: '2026-04-26T02:53:03Z' |
| row_count: 26378 |
| time_coverage: |
| - start: '1924-01-26' |
| end: '1925-01-17' |
| - start: '1993-01-31' |
| end: '2025-04-30' |
| geography_unit_count: 127 |
| observed_cadence_days: 7 |
| missing_gaps: |
| - start: '1924-01-26' |
| end: '1924-03-01' |
| weeks: 5 |
| - start: '1924-03-01' |
| end: '1924-04-12' |
| weeks: 6 |
| - start: '1924-04-12' |
| end: '1924-07-19' |
| weeks: 14 |
| - start: '1924-07-19' |
| end: '1924-08-16' |
| weeks: 4 |
| - start: '1924-09-06' |
| end: '1924-09-27' |
| weeks: 3 |
| - start: '1924-09-27' |
| end: '1925-01-10' |
| weeks: 15 |
| - start: '1993-01-31' |
| end: '1993-02-28' |
| weeks: 4 |
| - start: '1993-02-28' |
| end: '1993-03-31' |
| weeks: 4 |
| - start: '1993-03-31' |
| end: '1993-04-30' |
| weeks: 4 |
| - start: '1993-04-30' |
| end: '1993-05-31' |
| weeks: 4 |
| - start: '1993-05-31' |
| end: '1993-06-30' |
| weeks: 4 |
| - start: '1993-06-30' |
| end: '1993-07-31' |
| weeks: 4 |
| - start: '1993-07-31' |
| end: '1993-08-31' |
| weeks: 4 |
| - start: '1993-08-31' |
| end: '1993-09-30' |
| weeks: 4 |
| - start: '1993-09-30' |
| end: '1993-10-31' |
| weeks: 4 |
| - start: '1993-10-31' |
| end: '1993-11-30' |
| weeks: 4 |
| - start: '1993-11-30' |
| end: '1993-12-31' |
| weeks: 4 |
| - start: '1993-12-31' |
| end: '1994-01-31' |
| weeks: 4 |
| - start: '1994-01-31' |
| end: '1994-02-28' |
| weeks: 4 |
| - start: '1994-02-28' |
| end: '1994-03-31' |
| weeks: 4 |
| - start: '1994-03-31' |
| end: '1994-04-30' |
| weeks: 4 |
| - start: '1994-04-30' |
| end: '1994-05-31' |
| weeks: 4 |
| - start: '1994-05-31' |
| end: '1994-06-30' |
| weeks: 4 |
| - start: '1994-06-30' |
| end: '1994-07-31' |
| weeks: 4 |
| - start: '1994-07-31' |
| end: '1994-08-31' |
| weeks: 4 |
| - start: '1994-08-31' |
| end: '1994-09-30' |
| weeks: 4 |
| - start: '1994-09-30' |
| end: '1994-10-31' |
| weeks: 4 |
| - start: '1994-10-31' |
| end: '1994-11-30' |
| weeks: 4 |
| - start: '1994-11-30' |
| end: '1994-12-31' |
| weeks: 4 |
| - start: '1994-12-31' |
| end: '1995-01-31' |
| weeks: 4 |
| - start: '1995-01-31' |
| end: '1995-02-28' |
| weeks: 4 |
| - start: '1995-02-28' |
| end: '1995-03-31' |
| weeks: 4 |
| - start: '1995-03-31' |
| end: '1995-04-30' |
| weeks: 4 |
| - start: '1995-04-30' |
| end: '1995-05-31' |
| weeks: 4 |
| - start: '1995-05-31' |
| end: '1995-06-30' |
| weeks: 4 |
| - start: '1995-06-30' |
| end: '1995-07-31' |
| weeks: 4 |
| - start: '1995-07-31' |
| end: '1995-08-31' |
| weeks: 4 |
| - start: '1995-08-31' |
| end: '1995-09-30' |
| weeks: 4 |
| - start: '1995-09-30' |
| end: '1995-10-31' |
| weeks: 4 |
| - start: '1995-10-31' |
| end: '1995-11-30' |
| weeks: 4 |
| - start: '1995-11-30' |
| end: '1995-12-31' |
| weeks: 4 |
| - start: '1995-12-31' |
| end: '1996-01-31' |
| weeks: 4 |
| - start: '1996-01-31' |
| end: '1996-02-29' |
| weeks: 4 |
| - start: '1996-02-29' |
| end: '1996-03-31' |
| weeks: 4 |
| - start: '1996-03-31' |
| end: '1996-04-30' |
| weeks: 4 |
| - start: '1996-04-30' |
| end: '1996-05-31' |
| weeks: 4 |
| - start: '1996-05-31' |
| end: '1996-06-30' |
| weeks: 4 |
| - start: '1996-06-30' |
| end: '1996-07-31' |
| weeks: 4 |
| - start: '1996-07-31' |
| end: '1996-08-31' |
| weeks: 4 |
| - start: '1996-08-31' |
| end: '1996-09-30' |
| weeks: 4 |
| - start: '1996-09-30' |
| end: '1996-10-31' |
| weeks: 4 |
| - start: '1996-10-31' |
| end: '1996-11-30' |
| weeks: 4 |
| - start: '1996-11-30' |
| end: '1996-12-31' |
| weeks: 4 |
| - start: '1996-12-31' |
| end: '1997-01-31' |
| weeks: 4 |
| - start: '1997-01-31' |
| end: '1997-02-28' |
| weeks: 4 |
| - start: '1997-02-28' |
| end: '1997-03-31' |
| weeks: 4 |
| - start: '1997-03-31' |
| end: '1997-04-30' |
| weeks: 4 |
| - start: '1997-04-30' |
| end: '1997-05-31' |
| weeks: 4 |
| - start: '1997-05-31' |
| end: '1997-06-30' |
| weeks: 4 |
| - start: '1997-06-30' |
| end: '1997-07-31' |
| weeks: 4 |
| - start: '1997-07-31' |
| end: '1997-08-31' |
| weeks: 4 |
| - start: '1997-08-31' |
| end: '1997-09-30' |
| weeks: 4 |
| - start: '1997-09-30' |
| end: '1997-10-31' |
| weeks: 4 |
| - start: '1997-10-31' |
| end: '1997-11-30' |
| weeks: 4 |
| - start: '1997-11-30' |
| end: '1997-12-31' |
| weeks: 4 |
| - start: '1997-12-31' |
| end: '1998-01-17' |
| weeks: 2 |
| - start: '1998-01-31' |
| end: '1998-02-21' |
| weeks: 3 |
| - start: '1999-01-02' |
| end: '1999-01-31' |
| weeks: 4 |
| - start: '1999-01-31' |
| end: '1999-02-28' |
| weeks: 4 |
| - start: '1999-02-28' |
| end: '1999-03-31' |
| weeks: 4 |
| - start: '1999-03-31' |
| end: '1999-04-30' |
| weeks: 4 |
| - start: '1999-04-30' |
| end: '1999-05-31' |
| weeks: 4 |
| - start: '1999-05-31' |
| end: '1999-06-30' |
| weeks: 4 |
| - start: '1999-06-30' |
| end: '1999-07-31' |
| weeks: 4 |
| - start: '1999-07-31' |
| end: '1999-08-31' |
| weeks: 4 |
| - start: '1999-08-31' |
| end: '1999-09-30' |
| weeks: 4 |
| - start: '1999-09-30' |
| end: '1999-10-31' |
| weeks: 4 |
| - start: '1999-10-31' |
| end: '1999-11-30' |
| weeks: 4 |
| - start: '1999-11-30' |
| end: '1999-12-31' |
| weeks: 4 |
| - start: '2024-12-31' |
| end: '2025-01-31' |
| weeks: 4 |
| - start: '2025-01-31' |
| end: '2025-02-28' |
| weeks: 4 |
| - start: '2025-02-28' |
| end: '2025-03-31' |
| weeks: 4 |
| - start: '2025-03-31' |
| end: '2025-04-30' |
| weeks: 4 |
| data_hash: b5be5b622fec7445 |
| --- |
| |
| # OpenDengue — national dengue case counts (V1.3) |
|
|
| OpenDengue (Clarke et al. 2024, https://doi.org/10.1038/s41597-024-03120-7) is a |
| standardized archive of dengue case reports from public national surveillance |
| systems. This dataset is the V1.3 **national** extract; subnational extracts |
| (`Spatial_extract`, `Temporal_extract`) are larger and could be ingested as |
| sibling datasets later (`opendengue-admin1`, `opendengue-admin2`). |
|
|
| Coverage spans 1993-present (with a small 1924-1925 fragment), but |
| per-country availability varies widely — Brazil has weekly data 2014+, |
| others only monthly. Annual and Total aggregates from the source are |
| filtered out so the dataset is series-shaped; sum kept rows in the |
| dashboard when an annual roll-up is needed. Use the `case_status` / |
| `case_definition` and `temporal_resolution` row-level columns to |
| construct a coherent series. |
|
|
| **Source:** <https://opendengue.org/> |
|
|
| ## Coverage |
|
|
| - **Time:** 1924-01-26 → 1925-01-17; 1993-01-31 → 2025-04-30 |
| - **Cadence:** `irregular` (observed median spacing: 7 days) |
| - **Geography levels:** `national` — 127 unique location IDs |
| - **Countries:** multiple |
| - **Pathogens:** `dengue` |
| - **Surveillance category:** `arboviral` |
| - **Rows:** 26,378 |
|
|
| ### Reporting gaps within coverage |
|
|
| - 1924-01-26 → 1924-03-01 (5 weeks) |
| - 1924-03-01 → 1924-04-12 (6 weeks) |
| - 1924-04-12 → 1924-07-19 (14 weeks) |
| - 1924-07-19 → 1924-08-16 (4 weeks) |
| - 1924-09-06 → 1924-09-27 (3 weeks) |
| - 1924-09-27 → 1925-01-10 (15 weeks) |
| - 1993-01-31 → 1993-02-28 (4 weeks) |
| - 1993-02-28 → 1993-03-31 (4 weeks) |
| - 1993-03-31 → 1993-04-30 (4 weeks) |
| - 1993-04-30 → 1993-05-31 (4 weeks) |
| - 1993-05-31 → 1993-06-30 (4 weeks) |
| - 1993-06-30 → 1993-07-31 (4 weeks) |
| - 1993-07-31 → 1993-08-31 (4 weeks) |
| - 1993-08-31 → 1993-09-30 (4 weeks) |
| - 1993-09-30 → 1993-10-31 (4 weeks) |
| - 1993-10-31 → 1993-11-30 (4 weeks) |
| - 1993-11-30 → 1993-12-31 (4 weeks) |
| - 1993-12-31 → 1994-01-31 (4 weeks) |
| - 1994-01-31 → 1994-02-28 (4 weeks) |
| - 1994-02-28 → 1994-03-31 (4 weeks) |
| - 1994-03-31 → 1994-04-30 (4 weeks) |
| - 1994-04-30 → 1994-05-31 (4 weeks) |
| - 1994-05-31 → 1994-06-30 (4 weeks) |
| - 1994-06-30 → 1994-07-31 (4 weeks) |
| - 1994-07-31 → 1994-08-31 (4 weeks) |
| - 1994-08-31 → 1994-09-30 (4 weeks) |
| - 1994-09-30 → 1994-10-31 (4 weeks) |
| - 1994-10-31 → 1994-11-30 (4 weeks) |
| - 1994-11-30 → 1994-12-31 (4 weeks) |
| - 1994-12-31 → 1995-01-31 (4 weeks) |
| - 1995-01-31 → 1995-02-28 (4 weeks) |
| - 1995-02-28 → 1995-03-31 (4 weeks) |
| - 1995-03-31 → 1995-04-30 (4 weeks) |
| - 1995-04-30 → 1995-05-31 (4 weeks) |
| - 1995-05-31 → 1995-06-30 (4 weeks) |
| - 1995-06-30 → 1995-07-31 (4 weeks) |
| - 1995-07-31 → 1995-08-31 (4 weeks) |
| - 1995-08-31 → 1995-09-30 (4 weeks) |
| - 1995-09-30 → 1995-10-31 (4 weeks) |
| - 1995-10-31 → 1995-11-30 (4 weeks) |
| - 1995-11-30 → 1995-12-31 (4 weeks) |
| - 1995-12-31 → 1996-01-31 (4 weeks) |
| - 1996-01-31 → 1996-02-29 (4 weeks) |
| - 1996-02-29 → 1996-03-31 (4 weeks) |
| - 1996-03-31 → 1996-04-30 (4 weeks) |
| - 1996-04-30 → 1996-05-31 (4 weeks) |
| - 1996-05-31 → 1996-06-30 (4 weeks) |
| - 1996-06-30 → 1996-07-31 (4 weeks) |
| - 1996-07-31 → 1996-08-31 (4 weeks) |
| - 1996-08-31 → 1996-09-30 (4 weeks) |
| - 1996-09-30 → 1996-10-31 (4 weeks) |
| - 1996-10-31 → 1996-11-30 (4 weeks) |
| - 1996-11-30 → 1996-12-31 (4 weeks) |
| - 1996-12-31 → 1997-01-31 (4 weeks) |
| - 1997-01-31 → 1997-02-28 (4 weeks) |
| - 1997-02-28 → 1997-03-31 (4 weeks) |
| - 1997-03-31 → 1997-04-30 (4 weeks) |
| - 1997-04-30 → 1997-05-31 (4 weeks) |
| - 1997-05-31 → 1997-06-30 (4 weeks) |
| - 1997-06-30 → 1997-07-31 (4 weeks) |
| - 1997-07-31 → 1997-08-31 (4 weeks) |
| - 1997-08-31 → 1997-09-30 (4 weeks) |
| - 1997-09-30 → 1997-10-31 (4 weeks) |
| - 1997-10-31 → 1997-11-30 (4 weeks) |
| - 1997-11-30 → 1997-12-31 (4 weeks) |
| - 1997-12-31 → 1998-01-17 (2 weeks) |
| - 1998-01-31 → 1998-02-21 (3 weeks) |
| - 1999-01-02 → 1999-01-31 (4 weeks) |
| - 1999-01-31 → 1999-02-28 (4 weeks) |
| - 1999-02-28 → 1999-03-31 (4 weeks) |
| - 1999-03-31 → 1999-04-30 (4 weeks) |
| - 1999-04-30 → 1999-05-31 (4 weeks) |
| - 1999-05-31 → 1999-06-30 (4 weeks) |
| - 1999-06-30 → 1999-07-31 (4 weeks) |
| - 1999-07-31 → 1999-08-31 (4 weeks) |
| - 1999-08-31 → 1999-09-30 (4 weeks) |
| - 1999-09-30 → 1999-10-31 (4 weeks) |
| - 1999-10-31 → 1999-11-30 (4 weeks) |
| - 1999-11-30 → 1999-12-31 (4 weeks) |
| - 2024-12-31 → 2025-01-31 (4 weeks) |
| - 2025-01-31 → 2025-02-28 (4 weeks) |
| - 2025-02-28 → 2025-03-31 (4 weeks) |
| - 2025-03-31 → 2025-04-30 (4 weeks) |
|
|
| ## Columns |
|
|
| | Column | Unit | value_type | Aggregation | Description | |
| |--------|------|------------|-------------|-------------| |
| | `dengue_total` | cases | `incident` | `sum` | Reported dengue cases in the period. May include suspected, probable, and laboratory-confirmed cases — see `case_status` (schema-standard) and `case_definition` (source-original) for the certainty tier of each row. Includes all severity levels (dengue, dengue with/without warning signs, severe dengue, dengue haemorrhagic fever, dengue shock syndrome, dengue deaths) where reported. | |
|
|
| ### Additional data columns |
|
|
| - **`case_definition`** — Source-original case definition: `Suspected`, `Probable`, `Confirmed`, `Probable and confirmed`, `Suspected and confirmed`, `Total`. Preserved alongside the schema-standard `case_status` so original fidelity isn't lost. The same (country, date) cell can have multiple rows when the source distinguishes definitions — filter to one for a single time series. |
| - **`temporal_resolution`** — Per-row temporal granularity (`Week` or `Month`). Coarser source aggregates (`Year`, `Total`) are filtered out at ingest — the dashboard can sum kept rows on the fly when an annual roll-up is needed. |
| - **`location_name`** — Source's English country name (uppercase). `location_id` (ISO 3166-1 alpha-2) is canonical. |
| |
| ## Interpretation caveats |
| |
| Things that may differ from how other sources define a similar measure. If you're combining this dataset with another, read these first. |
| |
| - **`case_status`** — Mapping from the source's `case_definition`: `Probable and confirmed` → `probable` (looser tier of the union, the minimum certainty represented); `Suspected and confirmed` → `suspect`; `Total` → `not-classified`. The original definition is preserved in `case_definition` for full fidelity. |
| - **`dengue_total`** — Cross-country comparability is limited — case definitions, reporting completeness, and surveillance intensity vary substantially. OpenDengue normalizes structure but does not normalize underlying definitions. For modeling, prefer one country at a time or one case_status consistently. |
| - **`case_definition`** — `Probable and confirmed` and `Suspected and confirmed` are *summed* categories from sources that combine tiers — they are not standalone classifications. Don't sum them with `Confirmed`/`Probable`/`Suspected` rows from the same country and date. |
| - **`temporal_resolution`** — A country may switch between Week and Month over its history. Pick one resolution per country when constructing a continuous series; don't naively concatenate rows of different temporal_resolution. |
| |
| ## Access |
| |
| - **Availability:** `open` |
| - **Access type:** `github` |
| - **License:** cc-by-4.0 |
| - **Tier:** 1 |
|
|
| --- |
|
|
| *Schema version `0.1` · Last ingested 2026-04-26T02:53:03Z · `source_id: opendengue` · Manifest section §6.1* |
|
|