Series

Learning path: Data analysis using Python

Get an overview of working with data using Python, including details on working with Python, GeoPandas, vector data, and raster data.

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By Samaya Madhavan, Margriet Groenendijk
Published April 9, 2020

Level Topic Type
100 Data analysis in Python using pandas Tutorial
101 Introduction to geospatial data using Python Article
201a Working with geospatial vector data in Python Tutorial
201b Working with geospatial raster data in Python Tutorial

This learning path is designed to give you an overview of working with data using Python. It includes details on working with Python, GeoPandas, vector data, and raster data.

To get started, click on a card below, or see the previous table for a complete list of topics covered.

Data analysis in Python using pandas

Tutorial

Data analysis in Python using pandas

February 28, 2020

Learn about:

  • Python overview
  • Unstructured versus structured data
  • Introduction to pandas

Introduction to geospatial data using Python

Article

Introduction to geospatial data using Python

March 5, 2020

Learn about:

  • Geospatial data types
  • Data representations

Working with geospatial vector data in Python

Tutorial

Working with geospatial vector data in Python

April 9, 2020

Learn about:

  • An overview of vector data
  • Working with vector data

Working with geospatial raster data in Python

Code pattern

Working with geospatial raster data in Python

April 9, 2020

Learn about:

  • An overview of raster data
  • Working with raster data


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