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In my dataset, I have 2 columns, one for x and one for y. How do I create a point from these attributes in FME? How do I turn these attributes into a spatial geometry representing a point?

Check out the VertexCreator transformer!

And don't forget that you may need to set your Coordinate system. Use the CoordinateSystemSetter transformer.

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