Data-driven visuals and statistics focused on economics, health or human resources. Tools in posts, all visuals are original. 📊🗺️📸buymeacoffee.com/yesdata_ FranceJoined July 2023
🐔 Series: Chicken Density (No. 3) - Indonesia
Indonesia has a massive chicken population, supporting its huge poultry industry.
🔧 Tools: Python (Rasterio, Geopandas, Shapely)
🚗 Series: Roads (No. 6) - India
India's 6.3 million km road network, the world's second largest, connects cities and villages, driving economic growth.
🔧 Tools: Python (Pandas, Geopandas, Matplotlib)
🗺️ Series: Population Density (No. 12) - North America
North America's population density averages about 22 people per square kilometer, with significant regional variations.
🔧 Tools: Python (Rasterio, Geopandas, Shapely)
🗺️ Series: Population Density (No. 11) - South America
South America's population density is starkly uneven, clustering in cities while thinning out in rural and wilderness areas.
🔧 Tools: Python (Rasterio, Geopandas, Shapely)
🐮 Series: Cattle Density (No. 5) - India
India has one of the highest cattle densities globally due to its large bovine population and limited agricultural land.
🔧 Tools: Python (Rasterio, Geopandas, Shapely)
🗺️ Series: UNESCO World Heritage Sites (No. 4) - North America
North America hosts UNESCO World Heritage Sites like Yellowstone and Chichen Itza, valued for their natural and cultural significance.
🔧 Tools: Python (Geopandas, Shapely, Contextily)
👨🌾 Series: HDI (No. 6) - North America
The Human Development Index assesses development via health, education, and living standards. The dataset contains anomalies. Values are estimates.
🔧 Tools: Python (Rasterio, Rioxarray, Shapely)
🧯 Series: Fires (No. 4) - Japan
NASA uses its satellites to detect sources of heat on Earth.
This map shows 2023 signals. It only shows 'type 0' heat sources (presumed vegetation fire) with confidence 'h' (high).
🔧 Tools: Python (Geopandas, Shapely, Contextily)
💧 Series: Rivers (No. 5) - Germany
Germany's river system, including major rivers like the Rhine, Danube, and Elbe, plays a vital role in transportation, trade, and supporting diverse ecosystems across the country.
🔧 Tools: Python (Pandas, Geopandas, Shapely)
☔️ Series: Rainfall (No. 5) - Africa
Africa's precipitation varies widely, with tropical regions like Central Africa receiving heavy rainfall, while vast deserts like the Sahara experience minimal precipitation.
🔧 Tools: Python (Rasterio, Rioxarray, Geopandas)
💧 Series: Rivers (No. 4) - Türkiye
Türkiye's river system includes major rivers like the Euphrates, Tigris, and Kızılırmak, which flow through diverse landscapes, supporting agriculture, hydropower, and ecosystems.
🔧 Tools: Python (Pandas, Geopandas, Shapely)
🗺️ Series: UNESCO World Heritage Sites (No. 3) - D.R. Congo
The D.R. Congo is home to five UNESCO World Heritage Sites, including Virunga National Park, known for its diverse ecosystems and endangered mountain gorillas.
🔧 Tools: Python (Geopandas, Shapely, Contextily)
👨🌾 Series: HDI (No. 5) - Brazil
The Human Development Index assesses development via health, education, and living standards. The dataset contains anomalies. Values are estimates.
🔧 Tools: Python (Rasterio, Rioxarray, Shapely)
Wonderfully detailed map shows the Human Development Index across Europe. Concentration of development in Central Europe generally and within the big cities within each individual country.
HT @yesdata_
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