Visualizations

The visualization tools below offer the best way to quickly examine and explore the Ultimate Consequences dataset. This portal provides graphical and interpretive introductions to the patterns of political violence and loss over Bolivia’s democratic period: interactive maps, data visualizations, summary pages for each protest domain and municipality, and individual event and death records.

Maps

Interactive Overview Maps

English	Español
Overview Map by Protest Domain	Vista General por Dominio de Protesta

Choropleth Map by Municipality

English	Español
Choropleth Map by Municipality	Mapa de coropletas por municipio · pantalla completa

Event & Death Directories

English	Español
Directory of Deaths by Event & Individual	Directorio cronológico de muertes
Event Outcomes Summary Tables

Histograms: Deaths by Year

English	Español
Conflict deaths by year, 1982–2024 · bilingual	Histograma por año y dominio de protesta

Municipality Dashboards

Each municipality page includes deaths by event, summary maps, and statistics.

Municipality	Department	English dashboard	Panel en español
Achacachi	La Paz	Dashboard	Panel
Challapata	Oruro	Dashboard	Panel
Chayanta	Potosí	Dashboard	Panel
Chimoré	Cochabamba	Dashboard	Panel
Cochabamba	Cochabamba	Dashboard	Panel
Coripata	La Paz	Dashboard	Panel
El Alto	La Paz	Dashboard	Panel
Huanuni	Oruro	Dashboard	Panel
La Paz	La Paz	Dashboard	Panel
Porvenir	Pando	Dashboard	Panel
Potosí	Potosí	Dashboard	Panel
Puerto Villarroel	Cochabamba	Dashboard	Panel
Sacaba	Cochabamba	Dashboard	Panel
Santa Cruz de la Sierra	Santa Cruz	Dashboard	Panel
Shinahota	Cochabamba	Dashboard	Panel
Sica Sica	La Paz	Dashboard	Panel
Sorata	La Paz	Dashboard	Panel
Uncía	Potosí	Dashboard	Panel
Villa Tunari	Cochabamba	Dashboard	Panel
Villa Yapacaní	Santa Cruz	Dashboard	Panel