# Additional file 3 — Data and code availability

## Public source data

The study used de-identified public data from Colombian government agencies:

1. SIVIGILA event 113 notification microdata, 2024: Instituto Nacional de Salud,
   <https://portalsivigila.ins.gov.co/Paginas/Buscador.aspx>.
2. DANE non-fetal death microdata, catalogues 807 (2022), 876 (2023), and 878
   (2024): <https://microdatos.dane.gov.co>.
3. DANE municipal population projections by area, sex, and single year of age,
   2018–2042: <https://www.dane.gov.co/index.php/estadisticas-por-tema/demografia-y-poblacion/proyecciones-de-poblacion>.
4. DANE census-source municipal Multidimensional Poverty Index, 2018:
   <https://www.dane.gov.co/index.php/estadisticas-por-tema/pobreza-y-condiciones-de-vida/pobreza-y-desigualdad/medida-de-pobreza-multidimensional-de-fuente-censal>.
5. DANE National Geostatistical Framework (MGN), 2024:
   <https://geoportal.dane.gov.co>.

The exact filenames, direct download endpoints, retrieval dates, sizes, and
SHA-256 hashes are recorded in `source_manifest.csv` in the repository.

## Reproducibility deposit

The derived non-identifiable municipal analysis file, executable Python code,
complete model and sensitivity output, figures, environment specification, and
source manifest are deposited in Zenodo:

**DOI: [ZENODO DOI — reserve and insert before journal submission]**

The Zenodo record must be published or at least reserved before submission so a
stable DOI can be entered in the manuscript's data-availability statement. The
deposit contains no individual-level notification or death records.

## Reproduction command

After installing `requirements.txt` and downloading the public inputs:

```bash
python code/rebuild_analysis.py --raw raw --out reproduced
```

The pipeline validates the audited source counts and writes every reported
table, figure, model, spatial diagnostic, and sensitivity result. Randomised
Moran tests use the fixed seed 20260731.

## Licences and attribution

Derived data and figures are released under CC BY 4.0; code is released under
the MIT licence. Source data remain governed by their producing agencies. DANE
requests the attribution: “Fuente: Departamento Administrativo Nacional de
Estadística: www.dane.gov.co”.