Fetch arcgis rest open data as geopandas dataframe

get_arcgis_layer_as_geopandas.py

#pip install pandas geopandas arcgis arcgis2geojson

import json
import geopandas as gpd
from geopandas import GeoDataFrame
from arcgis.features import FeatureLayer
from arcgis2geojson import arcgis2geojson

def get_arcgis_layer_as_geopandas(url:str) -> GeoDataFrame:
    layer = FeatureLayer(url)
    layer_feature_set = layer.query(out_sr=4326)
    return gpd.read_file(
        json.dumps(arcgis2geojson(layer_feature_set.to_dict())), driver="GeoJSON")