Evaluate buildings and places around a real estate listing in Somerville

Evaluate buildings and places around a real estate listing in Somerville#

[1]:

from pyplaces import overture_maps as om
import folium

c:\Users\tedba\miniforge3\envs\pyplaces-test\lib\site-packages\tqdm\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html
  from .autonotebook import tqdm as notebook_tqdm

[3]:

#Get the buildings and places around this address in Somerville
address = "72 Holland St, Somerville, MA"
gdf_buildings = om.overture_buildings_from_address(address,distance=0.5,unit="mi")
gdf_places = om.overture_places_from_address(address,distance=0.5,unit="mi")

#Since the names of a place are in a dictionary object, take out the primary name and put it into a new column for each place.
gdf_places['primary_name'] = gdf_places['names'].apply(lambda x: x.get('primary') if isinstance(x, dict) else None)

#Show places
gdf_places.head(5)

[3]:
id geometry bbox version sources names categories confidence websites socials emails phones brand addresses primary_name
0 08f2a306708e3c95036395d446f94fb5 POINT (-71.13369 42.39108) {'xmin': -71.13369750976562, 'xmax': -71.13368... 0 [{'property': '', 'dataset': 'meta', 'record_i... {'primary': 'Carriegustafsonglass', 'common': ... {'primary': 'glass_blowing', 'alternate': ['ar... 0.472681 [http://Www.carriegustafson.com/] [https://www.facebook.com/504041206291258] None [+17813674024] None [{'freeform': '147 Sherman St', 'locality': 'C... Carriegustafsonglass
1 08f2a306708e3c9503d386ef500d8fda POINT (-71.13322 42.39102) {'xmin': -71.13321685791016, 'xmax': -71.13320... 0 [{'property': '', 'dataset': 'meta', 'record_i... {'primary': 'Almost Perfect Glass Inc', 'commo... {'primary': 'glass_and_mirror_sales_service', ... 0.978172 [http://www.almostperfectglass.com/] [https://www.facebook.com/339758332833589] None [+16174928784] None [{'freeform': '147 Sherman St', 'locality': 'C... Almost Perfect Glass Inc
2 08f2a306708e02c00360c0fc4cc07f8b POINT (-71.13306 42.39112) {'xmin': -71.13306427001953, 'xmax': -71.13305... 0 [{'property': '', 'dataset': 'meta', 'record_i... {'primary': 'Sherman St Condo Tr', 'common': N... {'primary': 'landmark_and_historical_building'... 0.876457 None [https://www.facebook.com/126692407970572] None [+16175769479] None [{'freeform': '147 Sherman St', 'locality': 'C... Sherman St Condo Tr
3 08f2a306708e394a0342ced905a65db6 POINT (-71.133 42.39101) {'xmin': -71.13300323486328, 'xmax': -71.13299... 0 [{'property': '', 'dataset': 'meta', 'record_i... {'primary': 'NOCA Glass School', 'common': Non... {'primary': 'art_school', 'alternate': ['schoo... 0.978172 [http://www.nocaglassschool.com/] [https://www.facebook.com/136564065108] None [+16172450350] None [{'freeform': '147 Sherman St', 'locality': 'C... NOCA Glass School
4 08f2a306708e40c203d132bb22b9d451 POINT (-71.13295 42.39162) {'xmin': -71.1329574584961, 'xmax': -71.132949... 0 [{'property': '', 'dataset': 'meta', 'record_i... {'primary': 'Abraham Watson House', 'common': ... {'primary': 'landmark_and_historical_building'... 0.472681 [http://en.wikipedia.org/wiki/index.html?curid... [https://www.facebook.com/108388655847892] None None None [{'freeform': None, 'locality': 'Cambridge', '... Abraham Watson House 
[4]:

m=plot_geodataframes([gdf_buildings[["id","geometry","class"]],gdf_places[["id","geometry","primary_name"]]],popup_columns=["primary_name","class"])
m

[4]:
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