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In prior versions of QGIS I remember being a panel that showed a basic histogram for column in a table as part of a preview of the data. Does something similar exist in QGIS 3. Or how can i get a simple histogram to check the distribution of data in a column>

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Leaving an answer here as have remembered where it was. If you go to properties > symbology and then choose your column and plot as graduated values theres a histogram tab you can toggle:

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