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DSSG Pandas, Geopandas, SQL Tutorial

Last update: July 2019

Authors:

  • Ryan Maas (CSE)
  • Scott Henderson (ESS)

Run this tutorial on mybinder.org! Binder

Concepts

  • What is jupyterhub/jupyterlab and how is it used with conda and python to setup a computational environment
  • How do we organize and analyze tabular data with software such as SQL, pandas
  • Spatial attributes (such as points, lines, and polygons) in tabular data permits unique analysis with geopandas

Skills

  • Create a computational environment with conda
  • Perform basic data loading, manipulation, and visualization in a jupyter notebook with python packages
  • Learn basic SQL syntax for database querying, understand reasons to use SQL instead of other storage formats like .csv files

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Tutorial contents for pandas and SQL

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