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Calculate the distance between two points in GeoPandas.
Technology Stack : GeoPandas, Shapely, NumPy
Code Type : Function
Code Difficulty : Intermediate
def calculate_distance_between_points(point1, point2):
from geopandas import GeoDataFrame
from shapely.geometry import Point
import numpy as np
# Create GeoDataFrames with the points
gdf1 = GeoDataFrame([point1], geometry=[point1])
gdf2 = GeoDataFrame([point2], geometry=[point2])
# Calculate the distance between the two points
distance = gdf1.geometry.distance(gdf2.geometry).iloc[0]
return distance