Home Machine Learning Unlocking Information from Graphs: The best way to Digitise Plots and Figures with WebPlotDigitizer | by Andy McDonald | Jan, 2024

Unlocking Information from Graphs: The best way to Digitise Plots and Figures with WebPlotDigitizer | by Andy McDonald | Jan, 2024

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Unlocking Information from Graphs: The best way to Digitise Plots and Figures with WebPlotDigitizer | by Andy McDonald | Jan, 2024

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Unlocking Digital Potential from Static Picture Information

Going from paper to digital. Picture generated utilizing DALLE by the writer.

When working inside knowledge science, geoscience or petrophysics, we frequently come throughout knowledge or charts which can be in picture kind, reminiscent of these inside publications. Nonetheless, the related knowledge is just not current which suggests it may be troublesome to make use of this knowledge in our interpretation or analysis.

That is the place a software like WebPlotDigitizer turns into actually helpful. This on-line software helps us take these charts from photos and switch them into knowledge that we will use for additional analysis and evaluation.

There are a variety of areas in petrophysics and geoscience the place digitising charts could be very useful, together with:

  • Extracting and digitising charts inside Service Firm chart books
  • Digitising nicely log measurements from photos
  • Digitising figures from publications for additional analysis
  • Digitising nicely positions from a map

On this article, we’ll see how we will use the WebPlotDigitizer to extract knowledge from a scatter plot made with artificial knowledge. Usually, the standard of the figures we could take care of will probably be poorer.

Artificial knowledge on a scatter plot that will probably be used for extraction. Picture by the writer.

Additionally, it is very important do not forget that after we use knowledge from sources, we must always all the time cite the place it got here from in addition to the strategies of how that knowledge was obtained.

After capturing the picture from the publication, it’s time to load it into the WebPlotDigitizer.

To do that, we first navigate to:

File -> Load Picture Information

Right here, we will select what kind of plot we’re coping with.

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