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I have a linestring which I need to buffer but the problem is that I am not able to understand the unit metric in which the buffer function accepts the linestring.

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If the coordinates are in degrees, I believe the buffer unit will be as well. If you want to specify meters or feet, you need to first reproject your geometry into a CRS that uses meters or feet.

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From Shapely's project page:

Shapely is not concerned with data formats or coordinate systems, but can be readily integrated with packages that are.

so @Jon's answer is correct. The unit depends on the unit of your input data. You can use geopandas, pyproj or GDAL to convert your lineString to another crs.

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