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Unlocking Data from Graphs: How to Digitise Plots and Figures with WebPlotDigitizer

Unlocking Digital Potential from Static Image Data

Andy McDonald
TDS Archive
6 min readJan 14, 2024

Going from paper to digital. Image generated using DALLE by the author.

When working within data science, geoscience or petrophysics, we often come across data or charts that are in image form, such as those within publications. However, the associated data is not present which means it can be difficult to use this data in our interpretation or research.

This is where a tool like WebPlotDigitizer becomes really useful. This online tool helps us take those charts from images and turn them into data that we can use for further research and analysis.

There are a number of areas in petrophysics and geoscience where digitising charts can be very beneficial, including:

  • Extracting and digitising charts within Service Company chart books
  • Digitising well log measurements from images
  • Digitising figures from publications for further research
  • Digitising well positions from a map

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TDS Archive

Published in TDS Archive

An archive of data science, data analytics, data engineering, machine learning, and artificial intelligence writing from the former Towards Data Science Medium publication.

Andy McDonald

Written by Andy McDonald

Petrophysicist and Data Scientist with a passion for data analytics, machine learning, and AI. https://andymcdonaldgeo.medium.com/membership

Responses (1)

What are your thoughts?

What a superb DALLE image!

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