Trying to get building data using osmnx python

Hi, I am trying to get buildings data of a specific bounding box or polygon. I am getting buildings data using ‘features_from_polygon’ and passing params as tags={‘building’:True} . However, I am facing an issue wherein the retrieved dataset appears to be sparse, with roughly one or two building recorded per approximately 25 square kms within the specified bounding box.

I am seeking assistance from the community to understand if there are alternative approaches or additional parameters.


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