/seattle_housing

Primary LanguageJupyter Notebook

Jupyter + GIT https://medium.com/somosfit/version-control-on-jupyter-notebooks-6b67a0cf12a3

Links

Seattle public data

https://github.com/seattleio/seattle-boundaries-data/tree/master/data

https://github.com/seattleio

https://www.seattle.gov/police/information-and-data/public-data-sets

https://www.arcgis.com/home/item.html?id=83fc2e72903343aabff6de8cb445b81c

Environment

https://blog.jupyter.org/interactive-gis-in-jupyter-with-ipyleaflet-52f9657fa7a

https://janakiev.com/blog/jupyter-virtual-envs/

Visualization

https://python-visualization.github.io/folium/modules.html

https://medium.com/@saidakbarp/interactive-map-visualization-with-folium-in-python-2e95544d8d9b

https://towardsdatascience.com/a-complete-guide-to-an-interactive-geographical-map-using-python-f4c5197e23e0

https://nextjournal.com/sdanisch/cartographic-visualization

https://medium.com/dataexplorations/creating-choropleth-maps-in-altair-eeb7085779a1

https://towardsdatascience.com/how-to-create-interactive-and-elegant-plot-with-altair-8dd87a890f2a

Machine Learning

https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html

https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.boxplot.html

https://jakevdp.github.io/PythonDataScienceHandbook