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Is there any way to export or view data from a WMS in tabular format?

The info tool brings up a table showing the attributes for the selected feature, but I want to view attributes for all features.

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The simple answer is no - that isn't what a WMS is designed for. You want to look at a WFS if you need the attributes for all the features in an area.

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