We'll be downloading some NYC Census data that shows the city's population at 1970, 1980, 1990, and 2010. Then we'll make a heatmap to show how the population has changed over time across the 5 boroughs.
Next we'll be downloading a shapefile of NYC community districts to create a spatial map of the city. The data in this file defines the borders of the community districts.
There will be more details inside the notebook itself.
If you want to download this repo and go through the code yourself here are the tools we'll be using.
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Python
The scripting language we'll be using
Installation Page -
Jupyter Notebook
A text editor for python. You'll see it a lot in your courses
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Pandas
A Python library that helps with organizing data
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Geopandas
A Python library that helps with visualizing spatial data
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Matplotlib
A Python library that helps with visualizing numeric data
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Seaborn
A Python library built on top of matplotlib that helps with visualizing numeric data
Installation Page