GitHub - dovinmu/python-viz-notebooks: Exploring tools for visualizing data with Python.

This repository is for comparing Python libraries for data visualization, exploring what's possible, and discussing their strengths and weaknesses.

Heat maps with Folium. Making an interactive heat map of all the coffee shops in the United States. Data gathered from Open Street Map.

Bar charts comparison. How easy is it to make a humble bar chart using different Python visualization modules?

Geographic projection comparison. How easy is it to make a map projection with different Python spatial-aware modules?

Styling maps with Geopandas and matplotlib. Making a fantasy-style map of Middle Earth.

For the libraries that output Javascript (Folium, Bokeh, Altair, sometimes Plotly), I link the Notebook Viewer page for this repository.

Dependencies:

Name		Name	Last commit message	Last commit date
Latest commit History 63 Commits
data		data
images		images
LICENSE		LICENSE
README.md		README.md
bar_charts.ipynb		bar_charts.ipynb
choropleths.ipynb		choropleths.ipynb
exploring_geographic_data.ipynb		exploring_geographic_data.ipynb
heatmaps_folium.ipynb		heatmaps_folium.ipynb
intro analysis.ipynb		intro analysis.ipynb
map_projections.ipynb		map_projections.ipynb
stacked_bar_chart.ipynb		stacked_bar_chart.ipynb
stylized_fantasy_maps.ipynb		stylized_fantasy_maps.ipynb

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