Building “Geographic Data Science…”

Dani Arribas-Bel [@darribas]

We have a book!

via GIPHY

Almost…

via GIPHY

Coming in 2021 but…

Coming in 2021 but…

… you can already:

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The Authors

@sreyog

Serge Rey

@darribas

Dani Arribas-Bel

@levijohnwolf

Levi Wolf

The Book

This Talk

  • Why
  • What
  • How

Why

🔢 📊 📈 Data, data, data

💾 💻 🤖 Data Science

📱 📡 🌎 …

Geographic Data Science

🌎 🔢 🤖

What

Building Blocks

  • Computational Environment
  • Geographical Thinking
  • Spatial Data
  • Spatial Weights

Fundamentals

  • Choropleths
  • Spatial Autocorrelation
  • Local Spatial Autocorrelation
  • Point Patterns

Advanced Topics

  • Spatial Inequality
  • (Spatial) Unsupervised Learning
  • Spatial Feature Engineering
  • Spatial Modelling

Bonus: Datasets

How

Python

Source

Radically Open

Code as text; text as codE

Try it out!!!

[PDF version of these slides]

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GDS - The Book is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.