December 2024
Intermediate to advanced
576 pages
12h 58m
English
Content preview from Data Visualization in R and Python
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20Geographic Maps with Python
Dataset/Geodataset
NYC Open Data (https://opendata.cityofnewyork.us/)
- Modified Zip Code Tabulation Areas (MODZCTA) (https://data.cityofnewyork.us/Health/Modified-Zip-Code-Tabulation-Areas-MODZCTA-/pri4-ifjk)
- NYC Dog Licensing Dataset (https://data.cityofnewyork.us/Health/NYC-Dog-Licensing-Dataset/nu7n-tubp)
- NYC Parks Dog Runs (https://data.cityofnewyork.us/Recreation/NYC-Parks-Dog-Runs/8nac-uner)
- NYC Parks Drinking Fountains (https://data.cityofnewyork.us/Environment/NYC-Parks-Drinking-Fountains/622h-mkfu)
- Sea Level Rise Maps (2050s 500-year Floodplain) (https://data.cityofnewyork.us/Environment/Sea-Level-Rise-Maps-2050s-500-year-Floodplain-/qwca-zqw3)
- Rodent Inspection (https://data.cityofnewyork.us/Health/Rodent-Inspection/p937-wjvj)
- Demographic Statistics By Zip Code (https://data.cityofnewyork.us/City-Government/Demographic-Statistics-By-Zip-Code/kku6-nxdu)
- Subway Stations (https://data.cityofnewyork.us/Transportation/Subway-Stations/arq3-7z49)
Copyright: Public domain (https://www.nyc.gov/home/terms-of-use.page)
20.1 New York City: Plotly
To practice with Python geographic maps, we move to New York City, another iconic city like Venice and Rome, and whose NYC Open Data represents one of the richest sources of available open data.
As the source for the base map, we choose the territorial division of areas into Zip Codes; it is a geodataset in GeoJSON format and the graphical library we will use is Plotly. The following excerpt of code ...
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