In [1]:
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
In [2]:
df = pd.read_pickle('../data_processeing/Yelp_Cuisine_Chinese.pkl')
In [3]:
df
Out[3]:
address
attributes
business_id
categories
city
hours
is_open
latitude
longitude
name
...
RestaurantsDelivery
RestaurantsGoodForGroups
RestaurantsPriceRange2
RestaurantsReservations
RestaurantsTableService
RestaurantsTakeOut
Smoking
WheelchairAccessible
WiFi
cuisine_Chinese
EDqCEAGXVGCH4FJXgqtjqg
979 Bloor Street W
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
EDqCEAGXVGCH4FJXgqtjqg
[Restaurants, Pizza, Chicken Wings, Italian]
Toronto
[Monday 11:0-2:0, Tuesday 11:0-2:0, Wednesday ...
1
43.661054
-79.429089
Pizza Pizza
...
False
False
NaN
NaN
NaN
NaN
False
NaN
NaN
1
GDnbt3isfhd57T1QqU6flg
11072 No Frank Lloyd Wright
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
GDnbt3isfhd57T1QqU6flg
[Tex-Mex, Mexican, Fast Food, Restaurants]
Scottsdale
[Monday 10:0-22:0, Tuesday 10:0-22:0, Wednesda...
1
33.586710
-111.835410
Taco Bell
...
False
False
NaN
NaN
NaN
NaN
False
NaN
NaN
1
a1Ba6XeIOP48e64YFD0dMw
2000 Mansfield Street, Suite 104
[{u'Caters': True}]
a1Ba6XeIOP48e64YFD0dMw
[Sandwiches, Breakfast & Brunch, Salad, Restau...
Montréal
[Monday 6:30-17:0, Tuesday 6:30-17:0, Wednesda...
1
45.502346
-73.573807
La Prep
...
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
0
826djy6K_9Fp0ptqJ2_Yag
123 Front St, Unit 103 and 103-A
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
826djy6K_9Fp0ptqJ2_Yag
[Fast Food, Mexican, Restaurants]
Toronto
[Monday 10:45-22:0, Tuesday 10:45-22:0, Wednes...
1
43.644920
-79.383333
Chipotle Mexican Grill
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
1
Mi5uhdFB9OJteXPd0_IKfw
5646 W Bell Rd
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
Mi5uhdFB9OJteXPd0_IKfw
[Restaurants, Italian, Seafood]
Glendale
[Monday 16:0-22:0, Tuesday 16:0-22:0, Wednesda...
1
33.639301
-112.180893
Carrabba's Italian Grill
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
Uxh0fXFH_QQBivRnIBpdiw
2269 Kresge Dr
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
Uxh0fXFH_QQBivRnIBpdiw
[Restaurants, Mexican, American (Traditional)]
Amherst
[Monday 11:0-22:0, Tuesday 11:0-22:0, Wednesda...
1
41.416152
-82.207603
Don Tequila
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
1
YPavuOh2XsnRbLfl0DH2lQ
1220 S Central Ave
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
YPavuOh2XsnRbLfl0DH2lQ
[Restaurants, Waffles, Southern, Soul Food]
Phoenix
[Monday 9:0-22:0, Tuesday 9:0-22:0, Wednesday ...
1
33.435372
-112.073970
Lo-Lo's Chicken & Waffles
...
False
True
True
NaN
NaN
NaN
True
NaN
NaN
1
hovoWva_UjbnyLWEbnFvBw
3732 Darrow Rd Ste 5
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
hovoWva_UjbnyLWEbnFvBw
[Thai, Restaurants]
Stow
[Monday 11:0-21:30, Tuesday 11:0-21:30, Wednes...
1
41.165709
-81.441370
Thai Gourmet
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
L_thK7r3K_h5M4tV7amEKQ
2816 Markham Road
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
L_thK7r3K_h5M4tV7amEKQ
[Diners, Italian, Sandwiches, Breakfast & Brun...
Toronto
[Monday 0:0-0:0, Tuesday 0:0-0:0, Wednesday 0:...
1
43.822982
-79.247915
Honey B Hives Restaurant
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
hEcn9k6ONd5n2mq0lB2aew
3567 W Northern Ave
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
hEcn9k6ONd5n2mq0lB2aew
[American (Traditional), Restaurants]
Phoenix
[Monday 6:0-22:0, Tuesday 6:0-22:0, Wednesday ...
1
33.552767
-112.135969
JB's Restaurant
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
diXqpz9WOr4WLQq6uvARkg
2880 Queen Street E
[{u'GoodForKids': True}, {u'RestaurantsDeliver...
diXqpz9WOr4WLQq6uvARkg
[Indian, Restaurants]
Brampton
[Monday 11:30-15:0, Monday 17:0-23:0, Tuesday ...
1
43.742613
-79.698765
Firangi
...
False
False
True
NaN
NaN
NaN
False
NaN
NaN
1
se2a2QaJi8Yx_KjE1r-_sQ
2075 Snow Rd
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
se2a2QaJi8Yx_KjE1r-_sQ
[Breakfast & Brunch, Restaurants]
Cleveland
[Monday 7:0-22:0, Tuesday 7:0-22:0, Wednesday ...
1
41.405193
-81.693042
Eat'n Park Restaurant
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
0
J3H6VSIgUTlACkb_HPFA8w
2034 E Southern Ave
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
J3H6VSIgUTlACkb_HPFA8w
[Food, Restaurants, Breakfast & Brunch, Coffee...
Mesa
[Monday 6:0-14:0, Tuesday 6:0-14:0, Wednesday ...
1
33.393917
-111.787272
Broken Yolk Cafe
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
0
Ja4stXdNYr39u5CZHMNtjw
7228 E 1st Ave
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
Ja4stXdNYr39u5CZHMNtjw
[Mexican, Restaurants]
Scottsdale
[Monday 11:0-23:0, Tuesday 11:0-0:0, Wednesday...
1
33.494399
-111.925341
Cien Agaves Tacos & Tequila
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
TegeuAoYBVgQRUBiDLU7Mw
36 S Main St
[{u'Alcohol': u'beer_and_wine'}, {u'Ambience':...
TegeuAoYBVgQRUBiDLU7Mw
[Restaurants, Breakfast & Brunch, Burgers, San...
Hudson
[Monday 6:30-22:0, Tuesday 6:30-22:0, Wednesda...
1
41.238735
-81.440526
Yours Truly Restaurants
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
0
7caQImCyJKGHwSlsDNZHhA
Körnerstr. 19
[{u'BusinessAcceptsCreditCards': True}, {u'Bus...
7caQImCyJKGHwSlsDNZHhA
[Restaurants, Fruits & Veggies, Specialty Food...
Ludwigsburg
[Monday 9:30-18:30, Tuesday 9:30-18:30, Wednes...
1
48.898303
9.188904
Feinkost Galeria
...
NaN
False
True
NaN
NaN
False
NaN
NaN
NaN
0
ZUvAR3I1uhC27zQFcRXumw
5701 Memphis Ave
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
ZUvAR3I1uhC27zQFcRXumw
[Sports Bars, Nightlife, Bars, Pizza, Restaura...
Cleveland
[Monday 11:0-2:30, Tuesday 11:0-2:30, Wednesda...
1
41.439572
-81.726279
Dina's Pizza & Pub
...
False
False
True
outdoor
False
NaN
True
NaN
True
0
A2pZTpFXWC38z506XIhnBQ
4949 N Rancho Dr
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
A2pZTpFXWC38z506XIhnBQ
[Chicken Wings, Fast Food, Restaurants]
Las Vegas
[Monday 10:30-0:0, Tuesday 10:30-0:0, Wednesda...
1
36.249719
-115.244528
Wingstop
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
0
mRv3Z25F56qduMKnvnCkVA
5515 Yonge St
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
mRv3Z25F56qduMKnvnCkVA
[Korean, Restaurants]
Toronto
[Monday 17:0-2:0, Tuesday 17:0-2:0, Wednesday ...
1
43.778223
-79.414869
Kokoya
...
False
False
False
NaN
NaN
NaN
True
NaN
NaN
1
Ir_QIzs-4o9ElOtiGuxJrw
4601 Rue Notre-Dame O
[{u'GoodForKids': True}, {u'RestaurantsTakeOut...
Ir_QIzs-4o9ElOtiGuxJrw
[Sandwiches, Restaurants, Mexican, Breakfast &...
Montréal
[Tuesday 12:0-20:0, Wednesday 12:0-20:0, Thurs...
1
45.473632
-73.588135
Torteria Lupita
...
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
1
QfWFxmXqRGixztgaZN0gOA
410 Donofrio Dr
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
QfWFxmXqRGixztgaZN0gOA
[Juice Bars & Smoothies, Breakfast & Brunch, S...
Madison
[Monday 7:0-17:0, Tuesday 7:0-17:0, Wednesday ...
1
43.059633
-89.513525
Helbachs Coffee House
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
0
h7uxML49NQ_Wj-7zk0DSqg
8420 University City Blvd
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
h7uxML49NQ_Wj-7zk0DSqg
[Restaurants, Breakfast & Brunch, American (Tr...
Charlotte
[Monday 11:0-22:0, Tuesday 11:0-22:0, Wednesda...
1
35.295757
-80.741677
O'Charley's Restaurant & Bar
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
IikkB8j2E-1QmujRsPh5wQ
5460 Yonge Street
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
IikkB8j2E-1QmujRsPh5wQ
[Korean, Restaurants]
Toronto
[Monday 0:0-0:0, Tuesday 0:0-0:0, Wednesday 0:...
1
43.777384
-79.415295
Kayagum
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
1
q_KQbgnaYDlPx8EHTydcBQ
3000 Highway 7
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
q_KQbgnaYDlPx8EHTydcBQ
[Asian Fusion, Fast Food, Coffee & Tea, Food, ...
Markham
[Monday 11:0-22:0, Tuesday 11:0-22:0, Wednesda...
1
43.850517
-79.357526
Kiko Cafe
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
2
2px99IppAcnxR238eq_8_w
16572 W Greenway Rd, Ste 115
[{u'Alcohol': u'beer_and_wine'}, {u'Ambience':...
2px99IppAcnxR238eq_8_w
[Restaurants, Chinese]
Surprise
[Monday 11:0-21:0, Tuesday 11:0-21:0, Wednesda...
1
33.625285
-112.414446
Big Buddha
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
2
jDqaz1jKdeWk_fTVCzc1Pg
221 Schenley Dr
[{u'BikeParking': True}, {u'BusinessAcceptsCre...
jDqaz1jKdeWk_fTVCzc1Pg
[Food, Imported Food, Restaurants, Ethnic Food...
Pittsburgh
[Monday 11:0-19:0, Tuesday 11:0-19:0, Wednesda...
1
40.442581
-79.952735
Conflict Kitchen
...
NaN
False
True
NaN
NaN
NaN
NaN
NaN
NaN
0
dFArFtgDj1rIahUDHU8L7Q
1650 S Clearview Ave
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
dFArFtgDj1rIahUDHU8L7Q
[Steakhouses, Restaurants]
Mesa
[Monday 11:0-21:30, Tuesday 11:0-21:30, Wednes...
1
33.385631
-111.679104
Outback Steakhouse
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
0
mvsnt4q3A5TzcbPFolpsZQ
11219 E Via Linda, Ste D1
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
mvsnt4q3A5TzcbPFolpsZQ
[Restaurants, Italian]
Scottsdale
[Monday 17:0-21:0, Tuesday 17:0-21:0, Wednesda...
1
33.587356
-111.837278
Tesoro Ristorante Italiano
...
False
False
True
NaN
NaN
NaN
False
NaN
NaN
1
Eq3qA7F5uZBUbcYXROzntA
28500 Miles Rd
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
Eq3qA7F5uZBUbcYXROzntA
[Sushi Bars, Restaurants, Japanese]
Solon
[Monday 11:0-14:0, Monday 17:0-21:0, Tuesday 1...
1
41.423565
-81.477437
Shinano Sushi Bar & Japanese Cuisine
...
False
False
NaN
NaN
NaN
NaN
False
NaN
NaN
1
Ld2hhA3q3cdkptwS1fsYEg
2450 W Happy Valley Rd
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
Ld2hhA3q3cdkptwS1fsYEg
[Restaurants, Noodles, Sushi Bars, Japanese, S...
Phoenix
[Monday 11:0-21:0, Tuesday 11:0-21:0, Wednesda...
1
33.714506
-112.112238
Yogi's Grill
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
1
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
...
9Z_6rRy7Tl_C6HIgm7y6FA
4730 W Olive Ave
[{u'Alcohol': u'beer_and_wine'}, {u'Ambience':...
9Z_6rRy7Tl_C6HIgm7y6FA
[Chinese, Restaurants]
Glendale
[Tuesday 11:0-21:30, Wednesday 11:0-21:30, Thu...
1
33.567795
-112.161177
Grand Dragon
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
2
WuPSEvu8pES752S92awAVQ
724 Prospect Ave
[{u'BikeParking': True}, {u'BusinessAcceptsCre...
WuPSEvu8pES752S92awAVQ
[Bars, Restaurants, Sports Bars, Nightlife, Am...
Cleveland
[Monday 11:0-0:0, Tuesday 11:0-0:0, Wednesday ...
1
41.498390
-81.687425
Buffalo Wild Wings
...
False
NaN
NaN
NaN
False
NaN
False
NaN
NaN
1
uB2By0pTXV2JeM_CsMg7xw
9107 E Southern Ave, Ste 103
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
uB2By0pTXV2JeM_CsMg7xw
[Restaurants, Coffee & Tea, Sandwiches, Food]
Mesa
[Monday 7:0-15:0, Tuesday 7:0-15:0, Wednesday ...
1
33.392788
-111.634786
Octane Cafe
...
False
False
True
NaN
NaN
NaN
False
NaN
NaN
0
uLUl_dMl6a9m774LGReDVA
4651 E Cactus Rd
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
uLUl_dMl6a9m774LGReDVA
[Chinese, Restaurants]
Phoenix
[Monday 11:0-15:0, Tuesday 11:0-15:0, Tuesday ...
1
33.597418
-111.981636
Golden Wok Chinese Restaurant
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
2
P0ytQBoqSbMG9S7Hx-PAdw
4008 Lorain Ave
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
P0ytQBoqSbMG9S7Hx-PAdw
[Hot Dogs, Fast Food, Burgers, Restaurants]
Cleveland
[Monday 10:0-1:0, Tuesday 10:0-1:0, Wednesday ...
1
41.480559
-81.713416
Old Fashion Hot Dogs
...
False
False
False
NaN
NaN
NaN
False
NaN
NaN
0
ofXqwIbHprYF6TP47XudOw
2908 Oak Lake Blvd
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
ofXqwIbHprYF6TP47XudOw
[Mexican, Tex-Mex, Restaurants, Event Planning...
Charlotte
[Monday 11:0-20:0, Tuesday 11:0-20:0, Wednesda...
1
35.190241
-80.922065
Salsarita's Fresh Cantina
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
ORloM7z9R9eh-G-an5DQLA
144 N Court St
[{u'Alcohol': u'none'}, {u'BikeParking': True}...
ORloM7z9R9eh-G-an5DQLA
[American (Traditional), Restaurants, Sandwich...
Medina
[Monday 7:0-14:0, Tuesday 7:0-14:0, Wednesday ...
1
41.140432
-81.863604
Michelle's Place
...
False
NaN
NaN
NaN
NaN
NaN
False
NaN
NaN
1
fh6tKiiZlrGk6fRaxd8buA
5505 W Glendale Ave
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
fh6tKiiZlrGk6fRaxd8buA
[Chicken Wings, Restaurants]
Glendale
[Monday 11:0-22:0, Tuesday 11:0-22:0, Wednesda...
1
33.538270
-112.177625
Church's Chicken
...
False
False
NaN
NaN
NaN
NaN
False
NaN
NaN
0
2OVuHRbdb5GTHUqrCqV-Fg
7143 E Southern Ave
[{u'Ambience': {u'romantic': False, u'intimate...
2OVuHRbdb5GTHUqrCqV-Fg
[Delis, Sandwiches, Salad, Restaurants]
Mesa
[Monday 10:0-18:0, Tuesday 10:0-18:0, Wednesda...
1
33.392492
-111.677369
Picadilly's Square Sandwiches & Sweets
...
False
NaN
NaN
NaN
NaN
NaN
False
NaN
NaN
0
UNG2-2YFN93Z9lIoCuGteg
Eberhardstr. 35
[{u'Ambience': {u'romantic': False, u'intimate...
UNG2-2YFN93Z9lIoCuGteg
[Coffee & Tea, Cafes, Bakeries, Food, Restaura...
Stuttgart
[Monday 6:30-19:30, Tuesday 6:30-19:30, Wednes...
1
48.773212
9.178170
Cafe Chamäleon
...
False
False
NaN
NaN
NaN
NaN
False
NaN
NaN
0
tquWyW3Mm5ka8LJtzodALg
Hauptbahnhof, Arnulf-Klett-Platz 2
[{u'GoodForMeal': {u'dessert': False, u'lateni...
tquWyW3Mm5ka8LJtzodALg
[Chinese, Restaurants, Sushi Bars]
Stuttgart
[Monday 9:0-22:0, Tuesday 9:0-22:0, Wednesday ...
1
48.782953
9.179733
Sushi.Wrap
...
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
2
A-apTF3JfkUPR_oeazZC1Q
4635 E Cactus Rd
[{u'Ambience': {u'romantic': False, u'intimate...
A-apTF3JfkUPR_oeazZC1Q
[Specialty Food, Restaurants, Delis, Meat Shop...
Phoenix
[Monday 10:0-18:0, Tuesday 10:0-18:0, Wednesda...
1
33.598137
-111.983613
HoneyBaked Ham
...
False
False
True
NaN
NaN
NaN
False
NaN
NaN
0
22RFH-U5gboNJgws_GBG3w
9931 Charlotte Hwy
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
22RFH-U5gboNJgws_GBG3w
[Delis, Sandwiches, Restaurants, American (Tra...
Fort Mill
[Monday 11:0-21:0, Tuesday 11:0-21:0, Wednesda...
1
35.007098
-80.854607
Groucho's Deli
...
False
False
NaN
NaN
NaN
NaN
False
NaN
NaN
1
9iJMGMsTK-q6W5MB1_Ny3Q
10 Headdon Gate
[{u'BusinessAcceptsCreditCards': True}, {u'Goo...
9iJMGMsTK-q6W5MB1_Ny3Q
[Chinese, Restaurants]
Richmond Hill
[Monday 11:0-22:0, Tuesday 11:0-22:0, Wednesda...
1
43.867072
-79.457974
Dynasty Chinese Restaurant
...
False
NaN
NaN
NaN
NaN
NaN
False
NaN
NaN
2
J6tgF98vwUz4D8T-N72org
1540 North Service Road W
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
J6tgF98vwUz4D8T-N72org
[Restaurants, Middle Eastern]
Oakville
[Monday 11:0-22:0, Tuesday 11:0-22:0, Wednesda...
1
43.426584
-79.726580
Royal Shawarma
...
False
False
NaN
NaN
NaN
NaN
False
NaN
NaN
1
UkoseRjoLT4K2bEzvmyhYA
1382 Danforth Avenue
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
UkoseRjoLT4K2bEzvmyhYA
[American (Traditional), Bars, Restaurants, Ni...
Toronto
[Monday 16:0-0:0, Tuesday 16:0-0:0, Wednesday ...
1
43.682410
-79.328050
The Wren
...
False
False
NaN
outdoor
False
NaN
True
NaN
False
1
w5CSi-An5meLnxjKSFn0wQ
3137 Industrial Rd
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
w5CSi-An5meLnxjKSFn0wQ
[Asian Fusion, Restaurants, Seafood, Thai]
Las Vegas
[Monday 11:0-4:0, Tuesday 11:0-4:0, Wednesday ...
1
36.132774
-115.172826
Thai St Cafe
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
2
RzXSaz2BjPBHeJzEIUKoQw
10435 N Scottsdale Rd
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
RzXSaz2BjPBHeJzEIUKoQw
[Caterers, Food, Comfort Food, Restaurants, Ca...
Scottsdale
[Monday 8:0-14:0, Tuesday 8:0-14:0, Wednesday ...
1
33.581695
-111.924056
Street Cafe and Coffee Lounge
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
0
Q3UkgxNNInsPcUFhsQFcrg
420 Highway 7 E, Suite 15
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
Q3UkgxNNInsPcUFhsQFcrg
[Chinese, Barbeque, Restaurants]
Richmond Hill
[Monday 11:30-20:30, Tuesday 11:30-20:30, Wedn...
1
43.843598
-79.391201
Kum Hong BBQ Restaurant
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
2
GIfZNMP0oIJCje_Xp0Bgrw
2038 E 4th St
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
GIfZNMP0oIJCje_Xp0Bgrw
[Gastropubs, Restaurants, American (New), Brea...
Cleveland
[Monday 11:0-22:0, Tuesday 11:0-22:0, Wednesda...
1
41.499074
-81.690421
The Greenhouse Tavern
...
False
True
True
NaN
NaN
NaN
False
NaN
NaN
1
bVgRVpdPgwHBLa7RHb9CpQ
1200 Avenue McGill College
[{u'GoodForKids': False}, {u'RestaurantsDelive...
bVgRVpdPgwHBLa7RHb9CpQ
[French, American (New), Restaurants]
Montréal
[Monday 11:30-22:30, Tuesday 11:30-22:30, Wedn...
1
45.501552
-73.570468
Bistro le Cap Vert
...
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
NaN
1
2hUENHFcBIqop8-uWvrf6A
17044 Kenton Dr
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
2hUENHFcBIqop8-uWvrf6A
[Event Planning & Services, Venues & Event Spa...
Cornelius
[Monday 16:0-0:0, Tuesday 16:0-0:0, Wednesday ...
1
35.448316
-80.890005
Galway Hooker
...
False
False
True
outdoor
False
NaN
True
NaN
False
1
J1RDyyPxhioqm8c_fi4P4Q
2058 E 4th St
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
J1RDyyPxhioqm8c_fi4P4Q
[Restaurants, Nightlife, Bars, American (New),...
Cleveland
[Monday 17:0-22:0, Tuesday 17:0-22:0, Wednesda...
1
41.498793
-81.690292
Lola
...
False
False
True
False
True
NaN
False
NaN
True
1
_BJ2lBc1TWwIfxNzXbaaBA
28 Logan Avenue
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
_BJ2lBc1TWwIfxNzXbaaBA
[Venues & Event Spaces, Breakfast & Brunch, Ca...
Toronto
[Monday 8:0-18:0, Tuesday 8:0-18:0, Wednesday ...
1
43.655328
-79.340498
District 28 Bar Bistro
...
False
False
False
outdoor
False
NaN
False
NaN
NaN
0
C_chktl5jFeRqu1C0rmScA
1210 Kennedy Rd
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
C_chktl5jFeRqu1C0rmScA
[Indian, Restaurants, Food]
Toronto
[Monday 11:0-23:0, Tuesday 11:0-23:0, Wednesda...
1
43.754837
-79.277202
Kairali - Taste of Kerala
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
1
xowy4YxBXXGOYuajsxjwkA
450 Fremont St, Ste 110
[{u'Alcohol': u'beer_and_wine'}, {u'Ambience':...
xowy4YxBXXGOYuajsxjwkA
[Food Trucks, American (New), Caterers, Tapas ...
Las Vegas
[Monday 12:0-0:0, Tuesday 12:0-0:0, Wednesday ...
1
36.169988
-115.140684
LV Food Junky
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
g9gAuOEXBbWnLlu2uOftwA
4030 E Bell Rd, Ste 101
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
g9gAuOEXBbWnLlu2uOftwA
[Indian, Ethnic Food, Food, Bakeries, Specialt...
Phoenix
[Monday 11:0-14:30, Monday 16:30-21:0, Tuesday...
1
33.641789
-111.994731
Pastries N Chaat
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
-McKyjNSqS1h9dDJH3dyUA
Konrad-Adenauer-Str. 3
[{u'Alcohol': u'beer_and_wine'}, {u'BusinessAc...
-McKyjNSqS1h9dDJH3dyUA
[Cafes, Coffee & Tea, Restaurants, German, Food]
Stuttgart
[Monday 11:0-0:0, Tuesday 11:0-0:0, Wednesday ...
1
48.778747
9.183511
Restaurant Plenum
...
NaN
False
True
NaN
NaN
NaN
NaN
NaN
NaN
1
eHLUQ2W_hXx61NmiL9kSVg
18221 N Pima Rd, Ste 140
[{u'Alcohol': u'full_bar'}, {u'Ambience': {u'r...
eHLUQ2W_hXx61NmiL9kSVg
[Pizza, Italian, Restaurants]
Scottsdale
[Monday 11:0-0:0, Tuesday 11:0-0:0, Wednesday ...
1
33.651369
-111.886245
Rosati's Pizza
...
False
False
True
NaN
NaN
NaN
True
NaN
NaN
1
OgwN65jZebPRIPSmNpRP7A
7610 Elmwood Ave
[{u'Alcohol': u'none'}, {u'Ambience': {u'roman...
OgwN65jZebPRIPSmNpRP7A
[Restaurants, Ethnic Food, Chinese, Seafood, S...
Middleton
[Monday 16:0-20:30, Tuesday 16:0-20:30, Wednes...
1
43.095930
-89.513004
Taigu
...
False
False
NaN
NaN
NaN
NaN
True
NaN
NaN
2
27314 rows × 98 columns
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