https://github.com/martindambrosio/ba-tree-census-analysis
Analysis and visualization of Buenos Aires urban trees using Python and Tableau, including interactive maps to explore species distribution and characteristics.
https://github.com/martindambrosio/ba-tree-census-analysis
data-visualization folium-maps pandas python tableau
Last synced: about 2 months ago
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Analysis and visualization of Buenos Aires urban trees using Python and Tableau, including interactive maps to explore species distribution and characteristics.
- Host: GitHub
- URL: https://github.com/martindambrosio/ba-tree-census-analysis
- Owner: martindambrosio
- Created: 2025-03-08T16:27:01.000Z (about 2 months ago)
- Default Branch: main
- Last Pushed: 2025-03-08T16:44:03.000Z (about 2 months ago)
- Last Synced: 2025-03-08T17:27:47.810Z (about 2 months ago)
- Topics: data-visualization, folium-maps, pandas, python, tableau
- Language: Jupyter Notebook
- Homepage:
- Size: 10.3 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# Buenos Aires Tree Census - Maps on Python/Tableau
## Dataset Overview
🗺 The dataset contains data on trees found along the public sidewalks of Buenos Aires. It provides information on tree species, locations, and other key characteristics.
🔍 The data will be analyzed and visualized to provide insights into the distribution and density of trees across the city's urban landscape. 🗺
## Comuna and Shapefile
Buenos Aires is divided into political divisions known as *Comunas*. To facilitate comparative analysis, a shapefile of these Communes will be loaded. This will allow us to map and compare tree data within each Comuna.
## Analysis and Visualizations
### Python Maps:
- **Total Tree Count per Comuna**: A map displaying the total number of trees in each Comuna.
- **Jacaranda Tree Locations**: A map highlighting the locations of all Jacaranda trees in Buenos Aires.
- **Tree Density by Comuna**: A map showing the density of trees across different Comunas.
## Tableau Dashboard
https://public.tableau.com/views/BuenosAiresTreeCensusMap/Dashboard1?:language=es-ES&:sid=&:redirect=auth&:display_count=n&:origin=viz_share_link
## Kaggle notebook:
https://www.kaggle.com/code/martindambrosio/buenos-aires-tree-census-maps-on-python-tableau
## 📋 Data source:
https://data.buenosaires.gob.ar/dataset/arbolado-publico-lineal/resource/ecf38a47-563f-42c1-9bd4-7cedf35d536b
Feel free to contribute or suggest improvements to the project!