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Starting with GeoPandas 0.7, the "init" proj4 string type projection is no longer in use. Using the "init" style throws a deprecation warning. Although it does not break the code at the moment, it is recommended to change. See GeoPandas Documentation regarding this here

@praneethd7
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  • The use np.unicode is deprecated. Changed it to np.str_
  • The use df.apply to geometry throws a FutureWarning. Instead used geopandas native points_from_xy

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