Datasets:

SGJQovo
/

AgentRecBench

License:

Dataset Preview

Split (1)

train

The full dataset viewer is not available (click to read why). Only showing a preview of the rows.

The dataset generation failed

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      JSON parse error: Column(/categories) changed from string to array in row 164
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 174, in _generate_tables
                  df = pandas_read_json(f)
                       ^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 38, in pandas_read_json
                  return pd.read_json(path_or_buf, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/pandas/io/json/_json.py", line 815, in read_json
                  return json_reader.read()
                         ^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/pandas/io/json/_json.py", line 1014, in read
                  obj = self._get_object_parser(self.data)
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/pandas/io/json/_json.py", line 1040, in _get_object_parser
                  obj = FrameParser(json, **kwargs).parse()
                        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/pandas/io/json/_json.py", line 1176, in parse
                  self._parse()
                File "/src/services/worker/.venv/lib/python3.12/site-packages/pandas/io/json/_json.py", line 1392, in _parse
                  ujson_loads(json, precise_float=self.precise_float), dtype=None
                  ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
              ValueError: Trailing data
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1815, in _prepare_split_single
                  for _, table in generator:
                                  ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 691, in wrapped
                  for item in generator(*args, **kwargs):
                              ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 177, in _generate_tables
                  raise e
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/packaged_modules/json/json.py", line 151, in _generate_tables
                  pa_table = paj.read_json(
                             ^^^^^^^^^^^^^^
                File "pyarrow/_json.pyx", line 342, in pyarrow._json.read_json
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: JSON parse error: Column(/categories) changed from string to array in row 164
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1450, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 993, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/.venv/lib/python3.12/site-packages/datasets/builder.py", line 1858, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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item_id string	name string	address string	city string	state string	postal_code string	latitude float64	longitude float64	stars float64	review_count int64	is_open int64	attributes dict	categories string	hours dict	source string	type string
tUFrWirKiKi_TAnsVWINQQ	Target	5255 E Broadway Blvd	Tucson	AZ	85711	32.223236	-110.880452	3.5	22	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": "False", "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": "False", "BusinessAcceptsCreditCards": "Tr...	Department Stores, Shopping, Fashion, Home & Garden, Electronics, Furniture Stores	{ "Monday": "8:0-22:0", "Tuesday": "8:0-22:0", "Wednesday": "8:0-22:0", "Thursday": "8:0-22:0", "Friday": "8:0-23:0", "Saturday": "8:0-23:0", "Sunday": "8:0-22:0" }	yelp	business
MTSW4McQd7CbVtyjqoe9mw	St Honore Pastries	935 Race St	Philadelphia	PA	19107	39.955505	-75.155564	4	80	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": "u'none'", "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": "False", "BusinessAcceptsCreditCards":...	Restaurants, Food, Bubble Tea, Coffee & Tea, Bakeries	{ "Monday": "7:0-20:0", "Tuesday": "7:0-20:0", "Wednesday": "7:0-20:0", "Thursday": "7:0-20:0", "Friday": "7:0-21:0", "Saturday": "7:0-21:0", "Sunday": "7:0-21:0" }	yelp	business
MUTTqe8uqyMdBl186RmNeA	Tuna Bar	205 Race St	Philadelphia	PA	19106	39.953949	-75.143226	4	245	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": "'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "False", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "True", "BusinessAc...	Sushi Bars, Restaurants, Japanese	{ "Monday": null, "Tuesday": "13:30-22:0", "Wednesday": "13:30-22:0", "Thursday": "13:30-22:0", "Friday": "13:30-23:0", "Saturday": "13:30-23:0", "Sunday": "13:30-22:0" }	yelp	business
rBmpy_Y1UbBx8ggHlyb7hA	Arizona Truck Outfitters	625 N Stone Ave	Tucson	AZ	85705	32.229872	-110.972342	4.5	10	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Automotive, Auto Parts & Supplies, Auto Customization	{ "Monday": "0:0-0:0", "Tuesday": "8:0-17:0", "Wednesday": "8:0-17:0", "Thursday": "8:0-17:0", "Friday": "8:0-17:0", "Saturday": "8:0-14:0", "Sunday": "0:0-0:0" }	yelp	business
ROeacJQwBeh05Rqg7F6TCg	BAP	1224 South St	Philadelphia	PA	19147	39.943223	-75.162568	4.5	205	1	{ "RestaurantsDelivery": "None", "RestaurantsAttire": "u'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "False", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'quiet'", "OutdoorSeating": "None", "BusinessAcce...	Korean, Restaurants	{ "Monday": "11:30-20:30", "Tuesday": "11:30-20:30", "Wednesday": "11:30-20:30", "Thursday": "11:30-20:30", "Friday": "11:30-20:30", "Saturday": "11:30-20:30", "Sunday": null }	yelp	business
QdN72BWoyFypdGJhhI5r7g	Bar One	767 S 9th St	Philadelphia	PA	19147	39.939825	-75.157447	4	65	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "False", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "Busine...	Cocktail Bars, Bars, Italian, Nightlife, Restaurants	{ "Monday": "16:0-0:0", "Tuesday": "16:0-0:0", "Wednesday": "16:0-0:0", "Thursday": "12:0-0:0", "Friday": "12:0-2:0", "Saturday": "11:0-2:0", "Sunday": "11:0-0:0" }	yelp	business
Mjboz24M9NlBeiOJKLEd_Q	DeSandro on Main	4105 Main St	Philadelphia	PA	19127	40.022466	-75.218314	3	41	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "'average'", "OutdoorSeating": "True", "BusinessAcce...	Pizza, Restaurants, Salad, Soup	{ "Monday": null, "Tuesday": "17:0-21:30", "Wednesday": "17:0-1:30", "Thursday": "17:0-1:30", "Friday": "17:0-0:30", "Saturday": "17:0-0:30", "Sunday": "17:0-21:30" }	yelp	business
aPNXGTDkf-4bjhyMBQxqpQ	Craft Hall	901 N Delaware Ave	Philadelphia	PA	19123	39.962582	-75.135657	3.5	65	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": "True", "BusinessAcceptsCreditCards": "True"...	Eatertainment, Arts & Entertainment, Brewpubs, American (Traditional), Bakeries, Breweries, Food, Restaurants	{ "Monday": "0:0-0:0", "Tuesday": null, "Wednesday": "16:0-22:0", "Thursday": "16:0-22:0", "Friday": "16:0-19:0", "Saturday": "11:0-23:0", "Sunday": "11:0-20:0" }	yelp	business
wghnIlMb_i5U46HMBGx9ig	China Dragon Restaurant	1625 W Valencia Rd, Ste 101-103	Tucson	AZ	85746	32.132305	-110.999985	3	23	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "u'casual'", "Alcohol": "'beer_and_wine'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'quiet'", "OutdoorSeating": "False", "Busin...	Restaurants, Chinese	{ "Monday": "11:0-21:0", "Tuesday": "11:0-21:0", "Wednesday": "11:0-21:0", "Thursday": "11:0-21:0", "Friday": "11:0-21:0", "Saturday": "11:0-21:0", "Sunday": "11:0-21:0" }	yelp	business
0qNpTGTcqPwOLi2hADx4Xw	Charlie's Market	2815 E Sligh Ave	Tampa	FL	33610	28.01036	-82.430042	3	9	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Food, Grocery, Convenience Stores	null	yelp	business
txyXRytGjwOXvS8s4sc-WA	Smoothie King	1070 E Tucson Marketplace Blvd	Tucson	AZ	85713	32.186794	-110.954765	3	29	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Vitamins & Supplements, Ice Cream & Frozen Yogurt, Food, Juice Bars & Smoothies, Shopping	{ "Monday": "0:0-0:0", "Tuesday": "7:0-21:0", "Wednesday": "7:0-19:0", "Thursday": "7:0-19:0", "Friday": "7:0-19:0", "Saturday": "9:0-20:0", "Sunday": "11:0-18:0" }	yelp	business
uI9XODGY_2_ieTE6xJ0myw	Roman Forum	10440 N Dale Mabry Hwy	Tampa	FL	33618	28.046203	-82.505053	4	23	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "u'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "False", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'quiet'", "OutdoorSeating": "True", "Busines...	Restaurants, American (New), Italian	{ "Monday": "11:30-21:0", "Tuesday": "11:30-21:0", "Wednesday": "11:30-21:0", "Thursday": "11:30-21:0", "Friday": "11:30-22:0", "Saturday": "4:0-22:0", "Sunday": null }	yelp	business
JgpnXv_0XhV3SfbfB50nxw	Joe's Pizza	2038 N Dale Mabry Hwy	Tampa	FL	33607	27.960514	-82.506127	4	35	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'beer_and_wine'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "B...	Restaurants, Pizza	{ "Monday": "11:0-22:0", "Tuesday": "11:0-22:0", "Wednesday": "11:0-22:0", "Thursday": "11:0-22:0", "Friday": "11:0-3:0", "Saturday": "11:0-3:0", "Sunday": null }	yelp	business
mjWvAkNqoA6Y5P03sDSzfA	Educational Outfitters	3904 W Hillsborough Ave, Ste D	Tampa	FL	33614	27.99545	-82.508119	2	10	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "...	Uniforms, Shopping	null	yelp	business
eYxGFkxo6m3SYGVTh5m2nQ	Big Boyz Toyz Motorcycle Rentals	4158 E Grant Rd	Tucson	AZ	85712	32.250324	-110.903655	4.5	8	1	null	Towing, Hotels & Travel, Automotive, Motorcycle Rental, Motorcycle Gear, Shopping	{ "Monday": "8:30-18:0", "Tuesday": "8:30-18:0", "Wednesday": "8:30-18:0", "Thursday": "8:30-18:0", "Friday": "8:30-18:0", "Saturday": "9:0-16:0", "Sunday": null }	yelp	business
-4dYswJy7SPcbcERvitmIg	Pathmark	3021 Grays Ferry Ave	Philadelphia	PA	19146	39.940403	-75.193297	2.5	34	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Food, Grocery	{ "Monday": "6:0-1:0", "Tuesday": "6:0-1:0", "Wednesday": "6:0-1:0", "Thursday": "6:0-1:0", "Friday": "6:0-1:0", "Saturday": "6:0-1:0", "Sunday": "6:0-1:0" }	yelp	business
x9K0RfZaT_zlw6DklBDzjw	Gavi Italian Restaurant	7401 N La Cholla Blvd, Ste 146	Tucson	AZ	85707	32.221667	-110.925833	3.5	9	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "u'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": "True", "BusinessAcceptsC...	Italian, Restaurants	null	yelp	business
ppFCk9aQkM338Rgwpl2F5A	Wawa	3604 Chestnut St	Philadelphia	PA	19104	39.954573	-75.194894	3	56	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "BusinessAc...	Restaurants, Automotive, Delis, Gas Stations, Food, Coffee & Tea, Sandwiches, Convenience Stores	{ "Monday": "0:0-0:0", "Tuesday": "0:0-0:0", "Wednesday": "0:0-0:0", "Thursday": "0:0-0:0", "Friday": "0:0-0:0", "Saturday": "0:0-0:0", "Sunday": "0:0-0:0" }	yelp	business
eMjnw_7wp-CscyNh6Lu0ZA	AM&PM Locksmith	8540 Bustleton Ave	Philadelphia	PA	19152	40.07233	-75.048483	4.5	58	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Keys & Locksmiths, Home Services, Local Services	{ "Monday": "6:0-3:0", "Tuesday": "6:0-3:0", "Wednesday": "6:0-3:0", "Thursday": "6:0-3:0", "Friday": "6:0-3:0", "Saturday": "6:0-3:0", "Sunday": "6:0-3:0" }	yelp	business
RK6-cJ9hj53RzOlCBmpT-g	Impasto		Tampa	FL	33611	27.890814	-82.502346	5	5	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Restaurants, Italian, Food Trucks, Food	{ "Monday": "0:0-0:0", "Tuesday": "0:0-0:0", "Wednesday": "0:0-0:0", "Thursday": "0:0-0:0", "Friday": "0:0-0:0", "Saturday": "0:0-0:0", "Sunday": "0:0-0:0" }	yelp	business
xfmkEGiIERBaBMLhw-dTCg	Walmart Vision & Glasses	1675 S Christopher Columbus Blvd	Philadelphia	PA	19148	39.919809	-75.157803	4.5	6	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "WiF...	Eyewear & Opticians, Shopping	{ "Monday": "9:0-20:0", "Tuesday": "9:0-20:0", "Wednesday": "9:0-20:0", "Thursday": "9:0-20:0", "Friday": "9:0-20:0", "Saturday": "9:0-18:0", "Sunday": null }	yelp	business
luGY5CJlb4CJ3LrBcSXMPA	Desert Design Center	4146 E Speedway Blvd	Tucson	AZ	85712	32.235866	-110.903676	3	5	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "3", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "WiF...	Furniture Stores, Shopping, Home & Garden	{ "Monday": "9:30-18:0", "Tuesday": "9:30-18:0", "Wednesday": "9:30-18:0", "Thursday": "9:30-18:0", "Friday": "9:30-18:0", "Saturday": "9:30-18:0", "Sunday": "12:0-17:0" }	yelp	business
iPSPcprSnkLOuL1Ns8UZZA	Pete's Barber Shop	1209 N 29th St	Philadelphia	PA	19121	39.974881	-75.183262	4.5	12	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": null, "WiFi"...	Barbers, Beauty & Spas	null	yelp	business
wEfK2HIYNzkA1QYfUjHBaw	Leslie's	7955 E Broadway Blvd, Ste 147	Tucson	AZ	85710	32.221542	-110.822101	2.5	15	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Hardware Stores, Home Services, Hot Tub & Pool, Pool & Hot Tub Service, Home & Garden, Shopping	{ "Monday": "9:0-17:0", "Tuesday": "7:0-18:0", "Wednesday": "7:0-18:0", "Thursday": "7:0-18:0", "Friday": "7:0-18:0", "Saturday": "9:0-18:0", "Sunday": "10:0-17:0" }	yelp	business
anLQj9AM8vjbcLSIE0iUgg	Papa Murphy's	7250 North La Cholla, Suite 186	Tucson	AZ	85741	32.338572	-111.01076	4	22	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "False", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'quiet'", "OutdoorSeating": "False", "BusinessAcc...	Pizza, Restaurants	null	yelp	business
P8brGDYVWjeW9GrKixH0yQ	Laser Spine Institute	5332 Avion Park Dr	Tampa	FL	33607	27.958613	-82.532595	3	36	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Medical Centers, Doctors, Diagnostic Services, Health & Medical, Orthopedists, Spine Surgeons, Diagnostic Imaging	{ "Monday": "8:0-20:0", "Tuesday": "8:0-20:0", "Wednesday": "8:0-20:0", "Thursday": "8:0-20:0", "Friday": "8:0-20:0", "Saturday": "10:0-18:0", "Sunday": "10:0-18:0" }	yelp	business
3BJxm-HnvzdwD1zjmSbmyQ	Golden Chopstick Chinese Restaurant	1800 Spring Garden St	Philadelphia	PA	19130	39.963078	-75.168027	3	137	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "BusinessAcc...	Restaurants, Chinese	{ "Monday": "0:0-0:0", "Tuesday": "11:0-22:30", "Wednesday": "11:0-22:30", "Thursday": "11:0-22:30", "Friday": "11:0-22:30", "Saturday": "11:0-22:30", "Sunday": "12:0-22:30" }	yelp	business
9C2rpb56aQvW0ViZHK9sPw	Home Plate Sports Pub	4880 E 22nd St	Tucson	AZ	85711	32.206315	-110.887843	3.5	56	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "u'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "1", "NoiseLevel": "u'average'", "OutdoorSeating": "True", "Business...	Bars, Restaurants, Sports Bars, Nightlife	{ "Monday": "10:0-2:0", "Tuesday": "10:0-2:0", "Wednesday": "10:0-2:0", "Thursday": "10:0-2:0", "Friday": "10:0-2:0", "Saturday": "10:0-2:0", "Sunday": "10:0-2:0" }	yelp	business
E_kLUlU60fzoZYAOxbH_3w	Pain Institute of Southern Arizona	4582 N 1st Ave, Ste 170	Tucson	AZ	85718	32.289183	-110.95723	2.5	43	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Pain Management, Doctors, Health & Medical, Osteopathic Physicians	{ "Monday": "7:0-16:30", "Tuesday": "7:0-16:30", "Wednesday": "7:0-16:30", "Thursday": "7:0-16:30", "Friday": "7:0-16:30", "Saturday": null, "Sunday": null }	yelp	business
zFvqulgAYOpSG2t1v8AZ-w	The Cake Drip	1625 W Snow Cir	Tampa	FL	33606	27.935753	-82.47647	4	40	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": null, ...	Desserts, Do-It-Yourself Food, Food, Patisserie/Cake Shop	{ "Monday": null, "Tuesday": "16:0-21:0", "Wednesday": "16:0-21:0", "Thursday": "16:0-21:0", "Friday": "12:0-22:30", "Saturday": "12:0-22:30", "Sunday": "12:0-19:0" }	yelp	business
GWGXTKR0Fhdvzf_isDqJug	David Gower, Jr. - Coldwell Banker Preferred	325 Chestnut St, Ste 1300	Philadelphia	PA	19106	39.949027	-75.14719	5	17	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Real Estate, Home Services, Real Estate Agents	{ "Monday": "9:0-19:0", "Tuesday": "9:0-19:0", "Wednesday": "9:0-19:0", "Thursday": "9:0-19:0", "Friday": "9:0-19:0", "Saturday": "9:0-19:0", "Sunday": "9:0-19:0" }	yelp	business
-aeZuatjCDMV1X4gCTz9Ug	David Thomas Trailways	14005 McNulty Rd	Philadelphia	PA	19154	40.106409	-74.973937	4.5	6	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": null, "WiFi...	Buses, Transportation, Bus Tours, Hotels & Travel, Travel Agents, Travel Services, Airport Shuttles, Tours, Public Transportation	{ "Monday": "8:30-17:0", "Tuesday": "8:30-17:0", "Wednesday": "8:30-17:0", "Thursday": "8:30-17:0", "Friday": "8:30-17:0", "Saturday": null, "Sunday": null }	yelp	business
h-y5azB-VlQAT3m7Ff2g2Q	P's & Q's - Premium Quality	820 S St	Philadelphia	PA	19147	39.942515	-75.156468	5	16	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "3", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Fashion, Shopping, Men's Clothing	null	yelp	business
WYYdQDjx-DsCanlP0DpImQ	J Sushi	243 S 10th St	Philadelphia	PA	19107	39.947033	-75.157434	4.5	72	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": "'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "BusinessAcce...	Seafood, Restaurants, Sushi Bars, Japanese	{ "Monday": null, "Tuesday": "11:0-22:0", "Wednesday": "11:0-22:0", "Thursday": "11:0-22:0", "Friday": "11:0-22:30", "Saturday": "12:0-22:30", "Sunday": "12:0-22:0" }	yelp	business
wMAxTyExktVtfyqKAfApbA	Tuffy Tire & Auto Service Center	4353 Gunn Hwy	Tampa	FL	33618	28.045868	-82.515059	4	16	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Oil Change Stations, Automotive, Tires, Auto Repair	{ "Monday": "0:0-0:0", "Tuesday": "7:30-18:0", "Wednesday": "7:30-18:0", "Thursday": "7:30-18:0", "Friday": "7:30-18:0", "Saturday": "7:30-17:0", "Sunday": null }	yelp	business
E-nhxuu3zbt02oCj_1AFng	Selah	510 N 7th Ave, Ste 130	Tucson	AZ	85705	32.228092	-110.969804	5	60	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Waxing, Hair Removal, Skin Care, Eyelash Service, Beauty & Spas	{ "Monday": "0:0-0:0", "Tuesday": "10:0-18:0", "Wednesday": "10:0-18:0", "Thursday": "10:0-18:0", "Friday": "10:0-18:0", "Saturday": "9:0-17:0", "Sunday": "9:0-17:0" }	yelp	business
07JLsUInZr5OSiYH2XVi4g	Elegance African Hair Braiding	540 N 52nd St	Philadelphia	PA	19131	39.969095	-75.225595	2	8	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "False", "Wi...	Beauty & Spas, Hair Stylists, Hair Extensions, Hair Salons	{ "Monday": "9:0-18:0", "Tuesday": "9:0-18:0", "Wednesday": "9:0-18:0", "Thursday": "9:0-18:0", "Friday": "9:0-18:0", "Saturday": "8:0-18:0", "Sunday": "9:0-17:0" }	yelp	business
QjV4v7q_pt7tt3K1US7IHg	PDQ Temple Terrace	5112 E Fowler Ave	Tampa	FL	33617	28.054888	-82.399548	3	5	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": null, "Alcohol": "u'none'", "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "Tru...	Fast Food, Sandwiches, Chicken Shop, Restaurants	{ "Monday": "11:0-21:0", "Tuesday": "11:0-21:0", "Wednesday": "11:0-21:0", "Thursday": "11:0-21:0", "Friday": "11:0-21:0", "Saturday": "11:0-21:0", "Sunday": "11:0-21:0" }	yelp	business
FTFtoylMzkrzqNVSl-bkKw	Giant Food Stores	60 N 23rd St	Philadelphia	PA	19103	39.956528	-75.178014	4	19	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": null, "...	Grocery, Food	{ "Monday": "6:0-23:0", "Tuesday": "6:0-23:0", "Wednesday": "6:0-23:0", "Thursday": "6:0-23:0", "Friday": "6:0-23:0", "Saturday": "6:0-23:0", "Sunday": "6:0-23:0" }	yelp	business
x8KYhsxbufQiYIK-4MRzHQ	West Coast Roofing	910 S Santa Rita Ave	Tucson	AZ	85749	32.210447	-110.953571	2	13	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Apartments, Roofing, Real Estate, Home Services	{ "Monday": "9:0-15:0", "Tuesday": "9:0-15:0", "Wednesday": "9:0-15:0", "Thursday": "9:0-15:0", "Friday": "9:0-15:0", "Saturday": null, "Sunday": null }	yelp	business
O1oZpbZNDMH_gz8DhsZCdA	Wendy's	700 E. Hunting Park	Philadelphia	PA	19124	40.012141	-75.115015	1.5	15	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": "False", "BusinessAcceptsCredi...	Burgers, Restaurants, Fast Food	{ "Monday": "10:0-2:0", "Tuesday": "10:0-2:0", "Wednesday": "10:0-2:0", "Thursday": "10:0-2:0", "Friday": "10:0-2:0", "Saturday": "10:0-2:0", "Sunday": "10:0-2:0" }	yelp	business
HI4_NqeHMJOnMoVFNxaFyA	1-Hour Auto Glass	2292 W Magee Rd, Ste 270	Tucson	AZ	85742	32.347511	-111.016561	3.5	21	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Auto Glass Services, Automotive, Windshield Installation & Repair	{ "Monday": "6:0-21:0", "Tuesday": "6:0-21:0", "Wednesday": "6:0-21:0", "Thursday": "6:0-21:0", "Friday": "6:0-21:0", "Saturday": "6:0-21:0", "Sunday": "6:0-21:0" }	yelp	business
2dlQX5sP9X6Dlm1MmNOlSw	ReAnimator Coffee	1523 E Susquehanna Ave	Philadelphia	PA	19125	39.976456	-75.127025	4	105	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": "True", "BusinessAcceptsCreditCards": "True...	Food, Coffee & Tea	{ "Monday": "0:0-0:0", "Tuesday": "8:0-15:0", "Wednesday": "7:0-15:0", "Thursday": "8:0-15:0", "Friday": "7:0-15:0", "Saturday": "8:0-15:0", "Sunday": "8:0-15:0" }	yelp	business
LVYAXWQB3t7tdwWteyjfhw	Option 1 Barber Shop	5537 Sheldon Rd, Ste E	Tampa	FL	33615	27.9987	-82.582253	4	16	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Barbers, Beauty & Spas	{ "Monday": "9:0-19:0", "Tuesday": "9:0-19:0", "Wednesday": "9:0-19:0", "Thursday": "9:0-19:0", "Friday": "9:0-19:0", "Saturday": "9:0-19:0", "Sunday": null }	yelp	business
X0V_PdBTS_SwNxMY2795ZA	Toys R Us	5355 E Broadway Blvd	Tucson	AZ	85711	32.222606	-110.877255	3.5	12	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Toy Stores, Shopping	null	yelp	business
ONUZertKOOImiyQG66Z7Tg	Zakian Rug Cleaning	4930 Parkside Ave	Philadelphia	PA	19131	39.979108	-75.217756	3.5	26	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "WiF...	Carpet Cleaning, Rugs, Shopping, Flooring, Local Services, Home Cleaning, Carpeting, Home & Garden, Home Services	{ "Monday": "9:0-17:0", "Tuesday": "9:0-17:0", "Wednesday": "9:0-17:0", "Thursday": "9:0-17:0", "Friday": "9:0-17:0", "Saturday": "9:0-13:0", "Sunday": null }	yelp	business
Ucl9Vo5lwrUmYbV8Dv8X5g	O'Briens Irish Pub	15435 N Dale Mabry Hwy	Tampa	FL	33618	28.09236	-82.500588	4	108	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "u'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'loud'", "OutdoorSeating": "True", "BusinessA...	Bars, Pubs, Nightlife, Arts & Entertainment, Irish, Restaurants, Music Venues	{ "Monday": "18:0-2:30", "Tuesday": "15:0-1:0", "Wednesday": "15:0-1:0", "Thursday": "15:0-1:0", "Friday": "11:30-14:45", "Saturday": "11:30-14:45", "Sunday": "11:30-13:0" }	yelp	business
h_3oLlQ_CFohwlzsrSZ6xQ	The Waxing Queen Of Tucson	2919 E Broadway Blvd	Tucson	AZ	85716	32.221849	-110.92845	4.5	17	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Beauty & Spas, Hair Removal, Day Spas, Skin Care	{ "Monday": "12:0-19:0", "Tuesday": null, "Wednesday": "9:0-18:0", "Thursday": "9:0-20:0", "Friday": "9:0-18:0", "Saturday": "8:0-15:0", "Sunday": null }	yelp	business
Y6heWJJ9AmEL58fZwgi9YQ	Rosati's Pizza	2944 W Ina Rd	Tucson	AZ	85741	32.338724	-111.03031	4	58	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": null, "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": null, "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": "True", "BusinessAcceptsCreditCards...	Sports Bars, Bars, Nightlife, Italian, Restaurants, Pizza	{ "Monday": "0:0-0:0", "Tuesday": "10:30-0:0", "Wednesday": "10:30-0:0", "Thursday": "10:30-20:0", "Friday": "10:30-1:0", "Saturday": "10:30-1:0", "Sunday": "10:30-0:0" }	yelp	business
bTve2mwLk5Zc01vRKqc2KQ	Red Hook Coffee & Tea	765 S 4th St	Philadelphia	PA	19147	39.938552	-75.149636	4.5	183	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "'casual'", "Alcohol": "'none'", "RestaurantsGoodForGroups": "False", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'quiet'", "OutdoorSeating": "True", "BusinessAccep...	Restaurants, Breakfast & Brunch, Vegan, Bagels, Food, Coffee & Tea	{ "Monday": "7:0-18:0", "Tuesday": "7:0-18:0", "Wednesday": "7:0-18:0", "Thursday": "7:0-18:0", "Friday": "7:0-18:0", "Saturday": "7:0-18:0", "Sunday": "7:0-18:0" }	yelp	business
WveinioyAZg3dtt0zHsyHA	99 Cents Only Stores	7125 E Golf Links Rd	Tucson	AZ	85730	32.193246	-110.839627	4	17	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Discount Store, Shopping, Event Planning & Services, Party Supplies, Wholesalers, Professional Services	{ "Monday": "0:0-0:0", "Tuesday": "7:0-22:0", "Wednesday": "7:0-22:0", "Thursday": "8:0-20:0", "Friday": "8:0-20:0", "Saturday": "8:0-20:0", "Sunday": "8:0-21:0" }	yelp	business
D9Xez9uOSM4DgSjSTywq7w	King of Jewelers	737 Samson St	Philadelphia	PA	19106	39.948902	-75.153854	4	5	1	null	Shopping, Jewelry	{ "Monday": "9:0-18:30", "Tuesday": "9:0-18:30", "Wednesday": "9:0-18:30", "Thursday": "9:0-18:30", "Friday": "9:0-18:30", "Saturday": null, "Sunday": "9:0-18:30" }	yelp	business
bi3SICnYEuFC7Cihyqz8Nw	Thach Used Tires	4916 Causeway Blvd	Tampa	FL	33619	27.92324	-82.402873	5	5	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Tires, Automotive	{ "Monday": "9:0-18:0", "Tuesday": "9:0-18:0", "Wednesday": "9:0-18:0", "Thursday": "9:0-18:0", "Friday": "9:0-18:0", "Saturday": "9:0-18:0", "Sunday": null }	yelp	business
xbRbvXSAVZBEwaUUn3mzbg	Lee Roy Selmon's	14457 N Dale Mabry Hwy	Tampa	FL	33618	28.078735	-82.50631	3.5	42	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "True", "Business...	Salad, Restaurants, Burgers, Soul Food	{ "Monday": "11:0-23:0", "Tuesday": "11:0-23:0", "Wednesday": "11:0-23:0", "Thursday": "11:0-23:0", "Friday": "11:0-23:0", "Saturday": "11:0-23:0", "Sunday": "11:0-22:0" }	yelp	business
qb5pyP6XOS8K2uuC4eQHmQ	Union on Fletcher	3600 East Fletcher Ave	Tampa	FL	33613	28.069967	-82.418732	2.5	8	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Home Services, Real Estate, Apartments	{ "Monday": "9:0-18:0", "Tuesday": "9:0-18:0", "Wednesday": "9:0-18:0", "Thursday": "9:0-18:0", "Friday": "9:0-18:0", "Saturday": "10:0-17:0", "Sunday": "12:0-17:0" }	yelp	business
MyE_zdul_JO-dOHOug4GQQ	Watson Adventures Scavenger Hunts		Philadelphia	PA	19019	40.119713	-75.00971	3	8	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Local Flavor, Team Building Activities, Active Life, Arts & Entertainment, Event Planning & Services, Walking Tours, Scavenger Hunts, Museums, Hotels & Travel, Tours	{ "Monday": "9:0-17:0", "Tuesday": "9:0-17:0", "Wednesday": "9:0-17:0", "Thursday": "9:0-17:0", "Friday": "9:0-17:0", "Saturday": null, "Sunday": null }	yelp	business
bqmX882_6AxVA_uHEQ70sQ	Shanghai Station	4002 Spruce St	Philadelphia	PA	19104	39.951615	-75.203346	4	46	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "False", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "'average'", "OutdoorSeating": "False", "Busine...	Shanghainese, Restaurants, Sushi Bars, Szechuan, Sports Bars, Lounges, Asian Fusion, Thai, Karaoke, Chinese, Nightlife, Bars	null	yelp	business
VVvUBlc_WIEb8obKGq39dA	Four Green Fields	4100 George J Bean Pkwy, Airside E, Tampa International Airport	Tampa	FL	33607	27.980399	-82.537787	4.5	39	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "'casual'", "Alcohol": "'full_bar'", "RestaurantsGoodForGroups": "False", "GoodForKids": "True", "BikeParking": "False", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": "False", "BusinessAccep...	Irish Pub, Bars, Restaurants, Irish, Nightlife	{ "Monday": "5:0-21:30", "Tuesday": "5:0-21:30", "Wednesday": "5:0-21:30", "Thursday": "5:0-21:30", "Friday": "5:0-21:30", "Saturday": "5:0-21:30", "Sunday": "5:0-21:30" }	yelp	business
py5aKmlTB2NarfsfcOpHOQ	Cafe Con Leche	4100 George J Bean Pkwy	Tampa	FL	33607	27.976775	-82.537423	2.5	55	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": null, "RestaurantsGoodForGroups": "False", "GoodForKids": "True", "BikeParking": "False", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": "False", "BusinessAcceptsCreditC...	Restaurants, Breakfast & Brunch, Coffee Roasteries, Coffee & Tea, Food	{ "Monday": "0:0-0:0", "Tuesday": "0:0-0:0", "Wednesday": "0:0-0:0", "Thursday": "0:0-0:0", "Friday": "0:0-0:0", "Saturday": "0:0-0:0", "Sunday": "0:0-0:0" }	yelp	business
jL_NufxqXi-BpW5uXKsPwQ	CVS Pharmacy	518 Port Royal Ave	Philadelphia	PA	19128	40.061277	-75.237205	3	11	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": "False", "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True",...	Drugstores, Pharmacy, Health & Medical, Convenience Stores, Food, Shopping	{ "Monday": "0:0-0:0", "Tuesday": "8:0-22:0", "Wednesday": "8:0-22:0", "Thursday": "8:0-22:0", "Friday": "8:0-23:0", "Saturday": "8:0-23:0", "Sunday": "8:0-22:0" }	yelp	business
pIUQz-zGw-Nu_Pu-qoTGuw	Western Endocrine Associates	6365 E Tanque Verde Rd, Ste 200	Tucson	AZ	85715	32.245777	-110.857387	2	15	1	null	Health & Medical, Doctors, Endocrinologists, Internal Medicine, Dermatologists	{ "Monday": "8:0-17:0", "Tuesday": "8:0-17:0", "Wednesday": "8:0-17:0", "Thursday": "8:0-17:0", "Friday": "8:0-12:0", "Saturday": null, "Sunday": null }	yelp	business
Tm3QiAVLJAR2fEJK7APPPQ	City Fitness - Northern Liberties	200 Spring Garden St	Philadelphia	PA	19123	39.960343	-75.141951	3	131	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": "False", "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Active Life, Fitness & Instruction, Trainers, Gyms	{ "Monday": "0:0-0:0", "Tuesday": "5:0-1:0", "Wednesday": "5:0-1:0", "Thursday": "5:0-12:0", "Friday": "5:0-12:0", "Saturday": "8:0-14:0", "Sunday": "8:0-14:0" }	yelp	business
n8ecak12IF_jhnPNs37AZA	Baltic Bakery	2609 Edgemont St	Philadelphia	PA	19125	39.97688	-75.11617	4.5	12	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "False", ...	Food, Bakeries, Restaurants	{ "Monday": null, "Tuesday": "9:0-17:0", "Wednesday": "9:0-17:0", "Thursday": "9:0-17:0", "Friday": "9:0-17:0", "Saturday": "9:0-16:0", "Sunday": "8:0-14:0" }	yelp	business
zzUxvYE-8Fj_dWqsPcagNg	The Cleaning Authority - Tucson	2140 S 4th Ave	Tucson	AZ	85713	32.196817	-110.965636	2	25	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Home Services, Professional Services, Home Cleaning, Office Cleaning	{ "Monday": "8:0-17:0", "Tuesday": "8:0-17:0", "Wednesday": "8:0-17:0", "Thursday": "8:0-17:0", "Friday": "8:0-17:0", "Saturday": null, "Sunday": null }	yelp	business
_T0cPZE2ZJOTTlYYKMP64Q	Brown Sugar Bakery & Cafe	219 S 52nd St	Philadelphia	PA	19139	39.956396	-75.225378	4.5	66	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "False", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "BusinessAc...	Cupcakes, Caribbean, Restaurants, Trinidadian, Food, Bakeries, Cafes	{ "Monday": "9:0-22:0", "Tuesday": "9:0-22:0", "Wednesday": "9:0-22:0", "Thursday": "9:0-23:0", "Friday": "9:0-23:0", "Saturday": "9:0-23:0", "Sunday": "11:0-20:0" }	yelp	business
dJfkfBbJz7wi0RgW-ph_Eg	Sake House	5106 E Fowler Ave	Tampa	FL	33617	28.055212	-82.399374	3	140	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "Busine...	Restaurants, Sushi Bars, Japanese	{ "Monday": "11:0-23:0", "Tuesday": "11:0-2:0", "Wednesday": "11:0-2:0", "Thursday": "11:0-2:0", "Friday": "11:0-2:0", "Saturday": "12:30-2:0", "Sunday": "12:30-22:0" }	yelp	business
VbItL6RDULtnw4YvB6EhVg	Jon's Bar & Grille	300 South St	Philadelphia	PA	19147	39.941299	-75.147745	3	178	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "False", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "BusinessA...	Tex-Mex, Restaurants, American (Traditional), Nightlife, Bars	{ "Monday": "11:0-0:0", "Tuesday": "11:0-0:0", "Wednesday": "11:0-0:0", "Thursday": "11:0-0:0", "Friday": "11:0-2:0", "Saturday": "11:0-2:0", "Sunday": "11:0-0:0" }	yelp	business
6bFx8j2KqPfmT0XEUS1RMg	Center City Emergency Dentist	1429 Walnut St, Fl 6	Philadelphia	PA	19102	39.949735	-75.165436	3.5	120	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Orthodontists, Health & Medical, Oral Surgeons, General Dentistry, Dentists, Cosmetic Dentists	{ "Monday": "9:0-13:0", "Tuesday": "9:0-18:0", "Wednesday": "9:0-20:0", "Thursday": "9:0-13:0", "Friday": "9:0-20:0", "Saturday": "8:0-17:0", "Sunday": "8:0-13:0" }	yelp	business
G2Byuh4EVeSnqqWBWtD7rg	Wissahickon Cyclery	7837 Germantown Ave	Philadelphia	PA	19118	40.069559	-75.199531	4.5	18	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "WiF...	Bike Rentals, Active Life, Bikes, Shopping, Sporting Goods	{ "Monday": "0:0-0:0", "Tuesday": "10:0-17:0", "Wednesday": "10:0-17:0", "Thursday": "10:0-13:30", "Friday": "10:0-17:0", "Saturday": null, "Sunday": null }	yelp	business
iolaqx0v6g-fymksGWIU9A	Camden Bay Apartments	11302 W Hillsborough Ave	Tampa	FL	33635	28.011218	-82.61133	3.5	53	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Real Estate, Apartments, Home Services	{ "Monday": "0:0-0:0", "Tuesday": "9:0-18:0", "Wednesday": "9:0-18:0", "Thursday": "9:0-18:0", "Friday": "9:0-18:0", "Saturday": "10:0-17:0", "Sunday": null }	yelp	business
usv5G5cO314pPHRTGq2Eyw	Best Tours		Philadelphia	PA	19019	40.119713	-75.00971	1	38	1	null	Tours, Walking Tours, Hotels & Travel, Food Tours	null	yelp	business
CLEWowfkj-wKYJlQDqT1aw	Blow Bar Express Styling Salon	310 S Dale Mabry Hwy, Ste 110	Tampa	FL	33609	27.941975	-82.505307	4	55	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Makeup Artists, Blow Dry/Out Services, Beauty & Spas, Hair Salons, Nail Salons, Eyebrow Services	{ "Monday": "0:0-0:0", "Tuesday": "8:0-16:0", "Wednesday": "9:0-18:0", "Thursday": "9:0-19:0", "Friday": "9:0-19:0", "Saturday": "9:0-19:0", "Sunday": "11:0-17:0" }	yelp	business
YG0OOMLP3MWYPKHpkA_mew	S&K Salon	8567 N Silverbell Rd, Ste 111	Tucson	AZ	85743	32.362256	-111.119705	4	6	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Men's Hair Salons, Waxing, Hair Salons, Skin Care, Hair Removal, Beauty & Spas	{ "Monday": null, "Tuesday": "9:0-17:30", "Wednesday": "9:0-17:30", "Thursday": "9:0-17:30", "Friday": "9:0-17:30", "Saturday": "9:30-18:0", "Sunday": null }	yelp	business
6I_DA3uqOox50rBvjrQ_-g	Aloft Philadelphia Airport	4301 Island Ave	Philadelphia	PA	19153	39.891125	-75.234251	3	175	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "WiF...	Event Planning & Services, Hotels & Travel, Hotels, Venues & Event Spaces	{ "Monday": "0:0-0:0", "Tuesday": "0:0-0:0", "Wednesday": "0:0-0:0", "Thursday": "0:0-0:0", "Friday": "0:0-0:0", "Saturday": "0:0-0:0", "Sunday": "0:0-0:0" }	yelp	business
e8pMCk4bE0U4qk7z59Lxkg	Federal Donuts	2101 Pennsylvania Ave	Philadelphia	PA	19130	39.963042	-75.174186	4.5	11	1	null	Sandwiches, Chicken Wings, Restaurants, Donuts, Food	{ "Monday": "8:0-15:0", "Tuesday": "8:0-15:0", "Wednesday": "8:0-15:0", "Thursday": "8:0-15:0", "Friday": "8:0-15:0", "Saturday": "8:0-15:0", "Sunday": "8:0-15:0" }	yelp	business
Q2sKrIaEZsFN7VNjkibyfQ	Accurate Window & Screen	5700 N Nebraska Ave	Tampa	FL	33604	27.998958	-82.451434	3.5	7	1	null	Home Services, Windows Installation	null	yelp	business
IAj1Lw3FAOY-yZn4IO7ElQ	Baum's Dancewear	1805 E Passyunk Ave	Philadelphia	PA	19148	39.92745	-75.166035	3	17	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "False", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "...	Arts & Crafts, Sports Wear, Costumes, Performing Arts, Adult, Shopping, Sporting Goods, Arts & Entertainment, Fashion	{ "Monday": "10:0-17:30", "Tuesday": "10:0-17:30", "Wednesday": "10:0-18:30", "Thursday": "10:0-17:30", "Friday": "10:0-17:30", "Saturday": "10:0-17:0", "Sunday": null }	yelp	business
aNLr1j_3CZ46rqiUeLaQ-A	Chinatown Market Shoe Repair And Tailor	143 N 11th St	Philadelphia	PA	19107	39.955127	-75.157442	5	23	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "False", "W...	Shoe Repair, Sewing & Alterations, Local Services	null	yelp	business
yZP6Z8sbDpkeXyjNMDiyDg	Guess - Walnut Street	1520 Walnut St	Philadelphia	PA	19102	39.949452	-75.167028	3.5	9	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "3", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Men's Clothing, Women's Clothing, Children's Clothing, Fashion, Shopping, Accessories	{ "Monday": "10:0-20:0", "Tuesday": "10:0-20:0", "Wednesday": "10:0-20:0", "Thursday": "10:0-20:0", "Friday": "10:0-20:0", "Saturday": "10:0-20:0", "Sunday": "11:0-18:0" }	yelp	business
kR4tXc1fLeR2QNu8cMZrEg	Bustleton Radiology Associates	9601 Bustleton Ave	Philadelphia	PA	19115	40.08707	-75.035351	2	13	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": null, "WiFi...	Radiologists, Doctors, Health & Medical	{ "Monday": "9:0-19:30", "Tuesday": "9:0-17:30", "Wednesday": "9:0-17:30", "Thursday": "9:0-17:0", "Friday": "9:0-17:0", "Saturday": null, "Sunday": null }	yelp	business
V-96iACFgPmVjjKACGxd7Q	Fusion Pizza & Grill	1900 Grant Ave, Ste M-N	Philadelphia	PA	19115	40.083996	-75.035496	2.5	6	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": null, "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards":...	Ethnic Food, Specialty Food, Restaurants, Food, Pizza	{ "Monday": "11:0-23:0", "Tuesday": "11:0-23:0", "Wednesday": "11:0-23:0", "Thursday": "11:0-23:0", "Friday": "11:0-2:0", "Saturday": "11:0-2:0", "Sunday": "11:0-23:0" }	yelp	business
WcSpc5mcfa7NUZ9GQgx0Tg	Endless Summer Tans	1708 E Speedway Blvd	Tucson	AZ	85719	32.235689	-110.946462	4.5	9	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Beauty & Spas, Eyelash Service, Skin Care, Tanning	{ "Monday": "0:0-0:0", "Tuesday": "10:0-18:0", "Wednesday": "10:0-18:0", "Thursday": "10:0-18:0", "Friday": "10:0-18:0", "Saturday": "11:0-18:0", "Sunday": null }	yelp	business
0CEUpFtaKhxbmrbSdP9MUQ	Acadia	824 S 8th St	Philadelphia	PA	19147	39.938948	-75.156408	4	79	0	{ "RestaurantsDelivery": "None", "RestaurantsAttire": null, "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": "True", "BusinessAcceptsCreditC...	Restaurants, Cajun/Creole, Southern, Nightlife, Cocktail Bars, Breakfast & Brunch, Seafood, Bars	{ "Monday": "0:0-0:0", "Tuesday": "17:0-23:0", "Wednesday": "17:0-23:0", "Thursday": "17:0-0:0", "Friday": "17:0-2:0", "Saturday": "17:0-2:0", "Sunday": "10:0-23:0" }	yelp	business
f82dhKNiUXsDVPMLqKYiIQ	Sher-e-Punjab	853 East Grant Rd	Tucson	AZ	85719	32.25096	-110.959158	4	446	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": "False", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "Busine...	Restaurants, Salad, Pakistani, Indian, Cocktail Bars, Food, Food Delivery Services, Soup, Halal, Bars, Nightlife	{ "Monday": null, "Tuesday": "16:0-21:0", "Wednesday": "16:0-21:0", "Thursday": "16:0-21:0", "Friday": "16:0-21:0", "Saturday": "16:0-21:0", "Sunday": "16:0-21:0" }	yelp	business
scychO44eMoosS9iEBV7xw	Foot Massage Reflexology	7061 E Tanque Verde Rd	Tucson	AZ	85715	32.252342	-110.841512	4	21	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "1", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Massage, Beauty & Spas	{ "Monday": "10:0-20:30", "Tuesday": "10:0-20:30", "Wednesday": "10:0-20:30", "Thursday": "10:0-20:30", "Friday": "10:0-20:30", "Saturday": "10:0-20:30", "Sunday": "10:0-20:30" }	yelp	business
nSyOBxBRMugT3sKeT4YWBg	South Cleaner & Tailor	6102 S MacDill Ave	Tampa	FL	33611	27.879808	-82.493633	3.5	9	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": null, "WiFi"...	Sewing & Alterations, Local Services, Dry Cleaning & Laundry, Laundry Services	{ "Monday": "7:30-18:0", "Tuesday": "7:30-18:0", "Wednesday": "7:30-18:0", "Thursday": "7:30-18:0", "Friday": "7:30-18:0", "Saturday": "9:0-15:0", "Sunday": null }	yelp	business
I0gSLthWBsiUPzBft_CZ9Q	Marino's Auto Repair	2028 S Bancroft St	Philadelphia	PA	19145	39.925463	-75.173622	4.5	15	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Auto Repair, Automotive	{ "Monday": "9:0-18:0", "Tuesday": "9:0-18:0", "Wednesday": "9:0-18:0", "Thursday": "9:0-18:0", "Friday": "9:0-18:0", "Saturday": "9:0-16:0", "Sunday": null }	yelp	business
2FR-xWttfR8qaODqcuExvw	Pls Check Cashers	3563 N Stone Ave	Tucson	AZ	85705	32.271739	-110.972342	2	5	1	null	Financial Services, Insurance, Check Cashing/Pay-day Loans, Auto Insurance, Automotive, Registration Services	null	yelp	business
1vmx7_L210UBbOWLzrhepQ	Chicago Music Store	45 S 6th Ave	Tucson	AZ	85701	32.221369	-110.968356	4	44	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "W...	Electronics, Musical Instruments & Teachers, Shopping	{ "Monday": "9:0-18:0", "Tuesday": "9:0-18:0", "Wednesday": "9:0-18:0", "Thursday": "9:0-18:0", "Friday": "9:0-18:0", "Saturday": "10:0-17:0", "Sunday": null }	yelp	business
yooufdsf3eAVq_9RQNSDJA	Mazzoni Center	1348 Bainbridge St, Fl 2	Philadelphia	PA	19147	39.942627	-75.165083	3	46	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Local Services, Community Service/Non-Profit, Health & Medical, Doctors, Family Practice, Medical Centers, Counseling & Mental Health	{ "Monday": "0:0-0:0", "Tuesday": "9:0-19:0", "Wednesday": "9:0-21:0", "Thursday": "8:0-17:0", "Friday": "8:0-17:0", "Saturday": null, "Sunday": null }	yelp	business
GVqXNt0HKJLpciN9ePxnWw	Crown Fried Chicken	1128 S Broad St	Philadelphia	PA	19146	39.936891	-75.167284	2.5	16	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "False", "GoodForKids": "False", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'average'", "OutdoorSeating": "False", "Business...	Restaurants, Fast Food	null	yelp	business
KUx_q3nzqUINYgUTrZc9OA	Pita Pit	845 E University Blvd	Tucson	AZ	85719	32.231992	-110.958492	3	9	0	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "'casual'", "Alcohol": "u'none'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "1", "NoiseLevel": "u'average'", "OutdoorSeating": "True", "BusinessAccept...	Sandwiches, Restaurants	null	yelp	business
Ot4bRWWO681vXZIgnLfjEA	Arizona Tile	756 E. Ft. Lowell	Tucson	AZ	85719	32.26435	-110.959372	4.5	16	1	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "4", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Shopping, Home Decor, Flooring, Home Services, Kitchen & Bath, Home & Garden, Building Supplies, Interior Design	{ "Monday": "0:0-0:0", "Tuesday": "7:0-17:0", "Wednesday": "7:0-17:0", "Thursday": "7:0-17:0", "Friday": "7:0-17:0", "Saturday": null, "Sunday": null }	yelp	business
dChRGpit9fM_kZK5pafNyA	The Love	130 S 18th St	Philadelphia	PA	19103	39.950656	-75.170899	4	618	1	{ "RestaurantsDelivery": "True", "RestaurantsAttire": "u'casual'", "Alcohol": "u'full_bar'", "RestaurantsGoodForGroups": "True", "GoodForKids": "False", "BikeParking": "True", "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'average'", "OutdoorSeating": "True", "Busine...	Restaurants, American (New), Breakfast & Brunch, Burgers	{ "Monday": "0:0-0:0", "Tuesday": "17:0-21:0", "Wednesday": "17:0-21:0", "Thursday": "17:0-21:0", "Friday": "16:0-21:0", "Saturday": "16:0-22:0", "Sunday": "16:0-21:0" }	yelp	business
FJDvhCGIwKuohPOK7JfLuA	Key One		Tucson	AZ	85710	32.216567	-110.819529	5	73	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", "Wi...	Home Services, Keys & Locksmiths	{ "Monday": "8:0-16:0", "Tuesday": "8:0-16:0", "Wednesday": "8:0-16:0", "Thursday": "8:0-16:0", "Friday": "8:0-16:0", "Saturday": null, "Sunday": null }	yelp	business
sUQ-OfJYSNfz-cimEjoaXQ	Soho Oasis Cafe	410 S Howard Ave	Tampa	FL	33606	27.940206	-82.482884	3.5	7	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": "'casual'", "Alcohol": "u'beer_and_wine'", "RestaurantsGoodForGroups": "True", "GoodForKids": "True", "BikeParking": null, "RestaurantsTakeOut": "True", "RestaurantsPriceRange2": "2", "NoiseLevel": "u'quiet'", "OutdoorSeating": "True", "Busine...	Restaurants, Middle Eastern	null	yelp	business
cDekcTE1qwpz8ROlYixhqg	Philly Homebrew Outlet East	1447 N American St	Philadelphia	PA	19122	39.973681	-75.139648	5	32	0	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": "False", "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": "2", "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Shopping, Food, Arts & Entertainment, Wholesale Stores, Brewing Supplies, Beer, Wine & Spirits, Wineries	{ "Monday": "11:0-19:0", "Tuesday": "11:0-19:0", "Wednesday": "11:0-19:0", "Thursday": "11:0-19:0", "Friday": "11:0-19:0", "Saturday": "10:0-17:0", "Sunday": "10:0-17:0" }	yelp	business
5lcumCB7X0nH5PElagz1VA	Reid Park Mico's Corner Playground	900 S Randolph Way	Tucson	AZ	85716	32.209733	-110.925515	4.5	6	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": "True", "BikeParking": "True", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": null, "...	Active Life, Parks, Dog Parks	{ "Monday": "7:0-22:0", "Tuesday": "7:0-22:0", "Wednesday": "7:0-22:0", "Thursday": "7:0-22:0", "Friday": "7:0-22:0", "Saturday": "7:0-22:0", "Sunday": "7:0-22:0" }	yelp	business
z9wCTHYI2VZy9YIblwSsgg	The Silo Eatery Coffee Bakery	9036 Brittany Way, Bldg 18	Tampa	FL	33619	27.946496	-82.355563	4	5	0	{ "RestaurantsDelivery": "False", "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": null, "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": "True", "BusinessAcceptsCreditCards": null, ...	Coffee & Tea, Restaurants, Food, Cafes, Bakeries	null	yelp	business
gVh26yEPkXSoWbhs1p2kNA	Gotham Escape Room	1425 Arch St, Level B	Philadelphia	PA	19102	39.955015	-75.164297	4.5	23	1	{ "RestaurantsDelivery": null, "RestaurantsAttire": null, "Alcohol": null, "RestaurantsGoodForGroups": null, "GoodForKids": null, "BikeParking": "False", "RestaurantsTakeOut": null, "RestaurantsPriceRange2": null, "NoiseLevel": null, "OutdoorSeating": null, "BusinessAcceptsCreditCards": "True", ...	Active Life, Escape Games	{ "Monday": "16:0-22:0", "Tuesday": null, "Wednesday": "16:0-22:0", "Thursday": "14:30-22:0", "Friday": "13:0-22:0", "Saturday": "13:0-22:0", "Sunday": "13:0-22:0" }	yelp	business

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README

Introduction

This repository is designed for the AgentRecBench project, which aims to provide a comprehensive benchmark for evaluating the performance of recommendation agents. The code for this project can be found at AgentSocietyChallenge.

Directory Structure

`task/`

This folder contains three major types of recommendation tasks:

Classic Tasks: These tasks focus on traditional recommendation scenarios where the goal is to provide accurate recommendations based on historical user-item interactions.
Evolving Interest Tasks: These tasks are designed to capture the dynamic nature of user preferences over time, requiring agents to adapt to changing interests.
Cold-Start Tasks: These tasks address the challenge of making recommendations for new users or items with limited interaction history.

dataset

The following three folders contain the datasets for each task, processed and formatted for retrieval by the agent:

process_data_all: Contains datasets for both classic and cold-start tasks.
process_data_long: Contains datasets for long-term evolving interest tasks.
process_data_short: Contains datasets for short-term evolving interest tasks.

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