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File:Academic papers by discipline (visualization of 2012–2021 OpenAlex data; v2).png

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Summary

Description
English: From https://twitter.com/OpenAlex_org/status/1489644301042683908 (at the time of the first version of this graph):

"Relevant data details fyi:

- there are about 205 million works in OpenAlex right now.
- most but not all works are tagged with Concepts
- concepts are not exclusive, most papers have about 10"

It's an example of a visualization of year-spanning changes to science overall such as the share of papers and authors by field.

Less output in terms of number of papers is not necessarily detrimental and can be considered a desirable change for scientific and/or societal progress of the affected field/s. Visualizations like this only offer preliminary bird's eye views that could be improved, get used only to identify potential things to investigate further or get approached entirely differently.

See the source to see what data the API returns for the used queries. Scientific disciplines are top-level OpenAlex concepts, each study has multiple topics (concepts).


To update or modify/screencap this chart:

  • go the the source page and use right-click->inspect to change the colors of the disciplines in the chart
  • you should also edit the query on the source page where it says "yearly_data = Array" to change < 2022 to < 2021 for example (so there's no drop at the end due to works not yet being integrated and so that the recent works until the drop are included). For this, open the minimap (third icon from top in the upper right corner of the page) and click on the item that says "yearly_data".

One similar image: Modified the original image so duplicate colors are mostly removed, fields are listed in order of appearance in the graph, some of the necessary info is included and better visibility when the image is small. This image could get revised further.
Date
Source https://observablehq.com/@napsternxg/open-alex-data-evolution
Author Shubhanshu Mishra; modified by me (see other version)
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Graph showing the evolution of data in OpenAlex.org; ~10 M scientific papers by field

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17 Gwakubiri 2022

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oluwandika oluliwo kakano17:31, 25 Gwakubiri 2023Lingiza oluwandika olwakolebwa nga 17:31, 25 Gwakubiri 20231,293 × 840 (KB 185)Prototyperspectiveupdate, fixed some color issues, all labels instead of legend
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