Map of Municipal Livestock Herds
In our interactive chart, you can change the variables, selecting information about the livestock herds in each municipality, in addition to animal production and the production value for the reference year. You can also select the year you wish to analyze. Have you tried pressing play to see the chart change over time?
INFORMATION ABOUT THE DATASET USED IN THIS VISUALIZATION
Data collected from PPM-IBGE.
The Municipal Livestock Survey (PPM) gathers information about livestock herds in each municipality, as well as animal production and the production value for the reference year. The available data has an annual frequency and is available starting from 1945.
Want to explore more? Access our GitHub.
Attention: This visualization is powered by data processed through the
datazoom.amazonia package in R (function load_ppm())
and may contain errors if external sources change. If you identify any discrepancies in the information, please report them in the
GitHub Issues.