Convert location points to GeoJSON

csv_with_location_to_geojson.py

"""
Once often need to parse manually a CSV which contains erroneous cell, therefore I prefer not to use gpd.read_file()
"""

from pathlib import Path

import geopandas as gpd
import pandas as pd
import shapely

p = Path("./locations.csv")
df = pd.read_csv(p)
df["geometry"] = [
    shapely.geometry.Point(x, y)
    for (x, y) in zip(df["Longitude"].astype(float), df["Latitude"].astype(float))
]
gdf = gpd.GeoDataFrame(df)
gdf.to_file(p.with_suffix(".geojson"), driver="GeoJSON")