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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 datasetNeed help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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": "True",
"WiFi": "u'no'",
"Caters": "False",
"BusinessParking": "{'garage': False, 'street': False, 'validated': False, 'lot': True, 'valet': False}",
"Ambience": null,
"RestaurantsReservations": "False",
"GoodForMeal": null,
"HasTV": "False",
"ByAppointmentOnly": "False",
"WheelchairAccessible": "True",
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": "False",
"HappyHour": "False",
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": "False",
"Music": null,
"RestaurantsTableService": null,
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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": "False",
"WiFi": "u'free'",
"Caters": "True",
"BusinessParking": "{'garage': False, 'street': True, 'validated': False, 'lot': False, 'valet': False}",
"Ambience": null,
"RestaurantsReservations": null,
"GoodForMeal": null,
"HasTV": null,
"ByAppointmentOnly": "False",
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": null,
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": null,
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"BusinessAcceptsCreditCards": "True",
"WiFi": "'free'",
"Caters": null,
"BusinessParking": "{u'valet': False, u'garage': None, u'street': True, u'lot': False, u'validated': None}",
"Ambience": "{'touristy': False, 'hipster': False, 'romantic': False, 'divey': False, 'intimate': False, 'trendy': False, 'upscale': False, 'classy': True, 'casual': False}",
"RestaurantsReservations": "True",
"GoodForMeal": "{'dessert': True, 'latenight': None, 'lunch': None, 'dinner': True, 'brunch': None, 'breakfast': None}",
"HasTV": "False",
"ByAppointmentOnly": null,
"WheelchairAccessible": "True",
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": "False",
"HappyHour": "True",
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": "True",
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"WiFi": "u'free'",
"Caters": null,
"BusinessParking": null,
"Ambience": null,
"RestaurantsReservations": null,
"GoodForMeal": null,
"HasTV": null,
"ByAppointmentOnly": "False",
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": null,
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": null,
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": "False",
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"BusinessAcceptsCreditCards": "True",
"WiFi": "u'no'",
"Caters": "True",
"BusinessParking": "{'garage': False, 'street': True, 'validated': False, 'lot': False, 'valet': False}",
"Ambience": "{'touristy': False, 'hipster': False, 'romantic': False, 'divey': False, 'intimate': None, 'trendy': False, 'upscale': False, 'classy': False, 'casual': True}",
"RestaurantsReservations": "False",
"GoodForMeal": "{'dessert': False, 'latenight': False, 'lunch': True, 'dinner': True, 'brunch': False, 'breakfast': False}",
"HasTV": "True",
"ByAppointmentOnly": null,
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": null,
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": "True",
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"BusinessAcceptsCreditCards": "True",
"WiFi": "u'free'",
"Caters": "False",
"BusinessParking": "{'garage': None, 'street': True, 'validated': None, 'lot': False, 'valet': False}",
"Ambience": "{'touristy': False, 'hipster': True, 'romantic': None, 'divey': False, 'intimate': False, 'trendy': None, 'upscale': False, 'classy': None, 'casual': True}",
"RestaurantsReservations": "False",
"GoodForMeal": "{'dessert': False, 'latenight': False, 'lunch': False, 'dinner': False, 'brunch': True, 'breakfast': False}",
"HasTV": "True",
"ByAppointmentOnly": null,
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": "True",
"BestNights": null,
"GoodForDancing": "False",
"Smoking": "u'no'",
"CoatCheck": null,
"Music": "{'dj': False, 'background_music': False, 'no_music': False, 'jukebox': False, 'live': False, 'video': False, 'karaoke': False}",
"RestaurantsTableService": "True",
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"BusinessAcceptsCreditCards": "True",
"WiFi": "'no'",
"Caters": "False",
"BusinessParking": "{'garage': False, 'street': False, 'validated': False, 'lot': False, 'valet': False}",
"Ambience": "{'romantic': False, 'intimate': False, 'classy': False, 'hipster': False, 'divey': False, 'touristy': False, 'trendy': False, 'upscale': False, 'casual': False}",
"RestaurantsReservations": "False",
"GoodForMeal": "{'dessert': False, 'latenight': True, 'lunch': False, 'dinner': False, 'brunch': False, 'breakfast': False}",
"HasTV": "True",
"ByAppointmentOnly": null,
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": null,
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": "True",
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"WiFi": null,
"Caters": null,
"BusinessParking": "{'garage': False, 'street': False, 'validated': False, 'lot': True, 'valet': False}",
"Ambience": "{'touristy': False, 'hipster': False, 'romantic': False, 'divey': False, 'intimate': False, 'trendy': False, 'upscale': False, 'classy': True, 'casual': False}",
"RestaurantsReservations": null,
"GoodForMeal": "{'dessert': False, 'latenight': False, 'lunch': False, 'dinner': False, 'brunch': False, 'breakfast': False}",
"HasTV": "True",
"ByAppointmentOnly": null,
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": "True",
"HappyHour": "True",
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": null,
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"BusinessAcceptsCreditCards": "True",
"WiFi": "'no'",
"Caters": "False",
"BusinessParking": "{'garage': False, 'street': False, 'validated': False, 'lot': False, 'valet': False}",
"Ambience": "{'romantic': False, 'intimate': False, 'classy': False, 'hipster': False, 'divey': False, 'touristy': False, 'trendy': False, 'upscale': False, 'casual': True}",
"RestaurantsReservations": "True",
"GoodForMeal": null,
"HasTV": "False",
"ByAppointmentOnly": null,
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": null,
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": null,
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"WiFi": null,
"Caters": null,
"BusinessParking": "{'garage': False, 'street': False, 'validated': False, 'lot': False, 'valet': False}",
"Ambience": null,
"RestaurantsReservations": null,
"GoodForMeal": null,
"HasTV": null,
"ByAppointmentOnly": null,
"WheelchairAccessible": null,
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": null,
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
"Music": null,
"RestaurantsTableService": null,
"BusinessAcceptsBitcoin": null,
"BYOB": null,
"DriveThru": null,
"AcceptsInsurance": null,
"AgesAllowed": null,
"HairSpecializesIn": null,
"Open24Hours": null,
"DietaryRestrictions": null
} | 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",
"WiFi": "u'free'",
"Caters": null,
"BusinessParking": "{u'valet': False, u'garage': False, u'street': None, u'lot': True, u'validated': False}",
"Ambience": null,
"RestaurantsReservations": null,
"GoodForMeal": null,
"HasTV": null,
"ByAppointmentOnly": null,
"WheelchairAccessible": "False",
"BYOBCorkage": null,
"Corkage": null,
"DogsAllowed": null,
"HappyHour": null,
"BestNights": null,
"GoodForDancing": null,
"Smoking": null,
"CoatCheck": null,
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uI9XODGY_2_ieTE6xJ0myw | Roman Forum | 10440 N Dale Mabry Hwy | Tampa | FL | 33618 | 28.046203 | -82.505053 | 4 | 23 | 0 | {
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} | yelp | business |
JgpnXv_0XhV3SfbfB50nxw | Joe's Pizza | 2038 N Dale Mabry Hwy | Tampa | FL | 33607 | 27.960514 | -82.506127 | 4 | 35 | 0 | {
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mjWvAkNqoA6Y5P03sDSzfA | Educational Outfitters | 3904 W Hillsborough Ave, Ste D | Tampa | FL | 33614 | 27.99545 | -82.508119 | 2 | 10 | 1 | {
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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 | {
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-4dYswJy7SPcbcERvitmIg | Pathmark | 3021 Grays Ferry Ave | Philadelphia | PA | 19146 | 39.940403 | -75.193297 | 2.5 | 34 | 0 | {
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x9K0RfZaT_zlw6DklBDzjw | Gavi Italian Restaurant | 7401 N La Cholla Blvd, Ste 146 | Tucson | AZ | 85707 | 32.221667 | -110.925833 | 3.5 | 9 | 0 | {
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ppFCk9aQkM338Rgwpl2F5A | Wawa | 3604 Chestnut St | Philadelphia | PA | 19104 | 39.954573 | -75.194894 | 3 | 56 | 1 | {
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eMjnw_7wp-CscyNh6Lu0ZA | AM&PM Locksmith | 8540 Bustleton Ave | Philadelphia | PA | 19152 | 40.07233 | -75.048483 | 4.5 | 58 | 1 | {
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RK6-cJ9hj53RzOlCBmpT-g | Impasto | Tampa | FL | 33611 | 27.890814 | -82.502346 | 5 | 5 | 1 | {
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xfmkEGiIERBaBMLhw-dTCg | Walmart Vision & Glasses | 1675 S Christopher Columbus Blvd | Philadelphia | PA | 19148 | 39.919809 | -75.157803 | 4.5 | 6 | 1 | {
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luGY5CJlb4CJ3LrBcSXMPA | Desert Design Center | 4146 E Speedway Blvd | Tucson | AZ | 85712 | 32.235866 | -110.903676 | 3 | 5 | 1 | {
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iPSPcprSnkLOuL1Ns8UZZA | Pete's Barber Shop | 1209 N 29th St | Philadelphia | PA | 19121 | 39.974881 | -75.183262 | 4.5 | 12 | 1 | {
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wEfK2HIYNzkA1QYfUjHBaw | Leslie's | 7955 E Broadway Blvd, Ste 147 | Tucson | AZ | 85710 | 32.221542 | -110.822101 | 2.5 | 15 | 1 | {
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} | yelp | business |
anLQj9AM8vjbcLSIE0iUgg | Papa Murphy's | 7250 North La Cholla, Suite 186 | Tucson | AZ | 85741 | 32.338572 | -111.01076 | 4 | 22 | 1 | {
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P8brGDYVWjeW9GrKixH0yQ | Laser Spine Institute | 5332 Avion Park Dr | Tampa | FL | 33607 | 27.958613 | -82.532595 | 3 | 36 | 0 | {
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3BJxm-HnvzdwD1zjmSbmyQ | Golden Chopstick Chinese Restaurant | 1800 Spring Garden St | Philadelphia | PA | 19130 | 39.963078 | -75.168027 | 3 | 137 | 1 | {
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-aeZuatjCDMV1X4gCTz9Ug | David Thomas Trailways | 14005 McNulty Rd | Philadelphia | PA | 19154 | 40.106409 | -74.973937 | 4.5 | 6 | 1 | {
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h-y5azB-VlQAT3m7Ff2g2Q | P's & Q's - Premium Quality | 820 S St | Philadelphia | PA | 19147 | 39.942515 | -75.156468 | 5 | 16 | 1 | {
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wMAxTyExktVtfyqKAfApbA | Tuffy Tire & Auto Service Center | 4353 Gunn Hwy | Tampa | FL | 33618 | 28.045868 | -82.515059 | 4 | 16 | 1 | {
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E-nhxuu3zbt02oCj_1AFng | Selah | 510 N 7th Ave, Ste 130 | Tucson | AZ | 85705 | 32.228092 | -110.969804 | 5 | 60 | 1 | {
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07JLsUInZr5OSiYH2XVi4g | Elegance African Hair Braiding | 540 N 52nd St | Philadelphia | PA | 19131 | 39.969095 | -75.225595 | 2 | 8 | 1 | {
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O1oZpbZNDMH_gz8DhsZCdA | Wendy's | 700 E. Hunting Park | Philadelphia | PA | 19124 | 40.012141 | -75.115015 | 1.5 | 15 | 1 | {
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HI4_NqeHMJOnMoVFNxaFyA | 1-Hour Auto Glass | 2292 W Magee Rd, Ste 270 | Tucson | AZ | 85742 | 32.347511 | -111.016561 | 3.5 | 21 | 1 | {
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LVYAXWQB3t7tdwWteyjfhw | Option 1 Barber Shop | 5537 Sheldon Rd, Ste E | Tampa | FL | 33615 | 27.9987 | -82.582253 | 4 | 16 | 0 | {
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X0V_PdBTS_SwNxMY2795ZA | Toys R Us | 5355 E Broadway Blvd | Tucson | AZ | 85711 | 32.222606 | -110.877255 | 3.5 | 12 | 0 | {
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ONUZertKOOImiyQG66Z7Tg | Zakian Rug Cleaning | 4930 Parkside Ave | Philadelphia | PA | 19131 | 39.979108 | -75.217756 | 3.5 | 26 | 1 | {
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Ucl9Vo5lwrUmYbV8Dv8X5g | O'Briens Irish Pub | 15435 N Dale Mabry Hwy | Tampa | FL | 33618 | 28.09236 | -82.500588 | 4 | 108 | 1 | {
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} | yelp | business |
Y6heWJJ9AmEL58fZwgi9YQ | Rosati's Pizza | 2944 W Ina Rd | Tucson | AZ | 85741 | 32.338724 | -111.03031 | 4 | 58 | 1 | {
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bTve2mwLk5Zc01vRKqc2KQ | Red Hook Coffee & Tea | 765 S 4th St | Philadelphia | PA | 19147 | 39.938552 | -75.149636 | 4.5 | 183 | 1 | {
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WveinioyAZg3dtt0zHsyHA | 99 Cents Only Stores | 7125 E Golf Links Rd | Tucson | AZ | 85730 | 32.193246 | -110.839627 | 4 | 17 | 1 | {
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D9Xez9uOSM4DgSjSTywq7w | King of Jewelers | 737 Samson St | Philadelphia | PA | 19106 | 39.948902 | -75.153854 | 4 | 5 | 1 | null | Shopping, Jewelry | {
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bi3SICnYEuFC7Cihyqz8Nw | Thach Used Tires | 4916 Causeway Blvd | Tampa | FL | 33619 | 27.92324 | -82.402873 | 5 | 5 | 1 | {
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xbRbvXSAVZBEwaUUn3mzbg | Lee Roy Selmon's | 14457 N Dale Mabry Hwy | Tampa | FL | 33618 | 28.078735 | -82.50631 | 3.5 | 42 | 0 | {
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qb5pyP6XOS8K2uuC4eQHmQ | Union on Fletcher | 3600 East Fletcher Ave | Tampa | FL | 33613 | 28.069967 | -82.418732 | 2.5 | 8 | 1 | {
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MyE_zdul_JO-dOHOug4GQQ | Watson Adventures Scavenger Hunts | Philadelphia | PA | 19019 | 40.119713 | -75.00971 | 3 | 8 | 1 | {
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bqmX882_6AxVA_uHEQ70sQ | Shanghai Station | 4002 Spruce St | Philadelphia | PA | 19104 | 39.951615 | -75.203346 | 4 | 46 | 0 | {
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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 | {
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py5aKmlTB2NarfsfcOpHOQ | Cafe Con Leche | 4100 George J Bean Pkwy | Tampa | FL | 33607 | 27.976775 | -82.537423 | 2.5 | 55 | 1 | {
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jL_NufxqXi-BpW5uXKsPwQ | CVS Pharmacy | 518 Port Royal Ave | Philadelphia | PA | 19128 | 40.061277 | -75.237205 | 3 | 11 | 1 | {
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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 | {
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Tm3QiAVLJAR2fEJK7APPPQ | City Fitness - Northern Liberties | 200 Spring Garden St | Philadelphia | PA | 19123 | 39.960343 | -75.141951 | 3 | 131 | 1 | {
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n8ecak12IF_jhnPNs37AZA | Baltic Bakery | 2609 Edgemont St | Philadelphia | PA | 19125 | 39.97688 | -75.11617 | 4.5 | 12 | 1 | {
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zzUxvYE-8Fj_dWqsPcagNg | The Cleaning Authority - Tucson | 2140 S 4th Ave | Tucson | AZ | 85713 | 32.196817 | -110.965636 | 2 | 25 | 1 | {
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_T0cPZE2ZJOTTlYYKMP64Q | Brown Sugar Bakery & Cafe | 219 S 52nd St | Philadelphia | PA | 19139 | 39.956396 | -75.225378 | 4.5 | 66 | 1 | {
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dJfkfBbJz7wi0RgW-ph_Eg | Sake House | 5106 E Fowler Ave | Tampa | FL | 33617 | 28.055212 | -82.399374 | 3 | 140 | 0 | {
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VbItL6RDULtnw4YvB6EhVg | Jon's Bar & Grille | 300 South St | Philadelphia | PA | 19147 | 39.941299 | -75.147745 | 3 | 178 | 0 | {
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YG0OOMLP3MWYPKHpkA_mew | S&K Salon | 8567 N Silverbell Rd, Ste 111 | Tucson | AZ | 85743 | 32.362256 | -111.119705 | 4 | 6 | 0 | {
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6I_DA3uqOox50rBvjrQ_-g | Aloft Philadelphia Airport | 4301 Island Ave | Philadelphia | PA | 19153 | 39.891125 | -75.234251 | 3 | 175 | 1 | {
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e8pMCk4bE0U4qk7z59Lxkg | Federal Donuts | 2101 Pennsylvania Ave | Philadelphia | PA | 19130 | 39.963042 | -75.174186 | 4.5 | 11 | 1 | null | Sandwiches, Chicken Wings, Restaurants, Donuts, Food | {
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IAj1Lw3FAOY-yZn4IO7ElQ | Baum's Dancewear | 1805 E Passyunk Ave | Philadelphia | PA | 19148 | 39.92745 | -75.166035 | 3 | 17 | 1 | {
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aNLr1j_3CZ46rqiUeLaQ-A | Chinatown Market Shoe Repair And Tailor | 143 N 11th St | Philadelphia | PA | 19107 | 39.955127 | -75.157442 | 5 | 23 | 0 | {
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yZP6Z8sbDpkeXyjNMDiyDg | Guess - Walnut Street | 1520 Walnut St | Philadelphia | PA | 19102 | 39.949452 | -75.167028 | 3.5 | 9 | 0 | {
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kR4tXc1fLeR2QNu8cMZrEg | Bustleton Radiology Associates | 9601 Bustleton Ave | Philadelphia | PA | 19115 | 40.08707 | -75.035351 | 2 | 13 | 0 | {
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V-96iACFgPmVjjKACGxd7Q | Fusion Pizza & Grill | 1900 Grant Ave, Ste M-N | Philadelphia | PA | 19115 | 40.083996 | -75.035496 | 2.5 | 6 | 0 | {
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WcSpc5mcfa7NUZ9GQgx0Tg | Endless Summer Tans | 1708 E Speedway Blvd | Tucson | AZ | 85719 | 32.235689 | -110.946462 | 4.5 | 9 | 1 | {
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0CEUpFtaKhxbmrbSdP9MUQ | Acadia | 824 S 8th St | Philadelphia | PA | 19147 | 39.938948 | -75.156408 | 4 | 79 | 0 | {
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f82dhKNiUXsDVPMLqKYiIQ | Sher-e-Punjab | 853 East Grant Rd | Tucson | AZ | 85719 | 32.25096 | -110.959158 | 4 | 446 | 1 | {
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scychO44eMoosS9iEBV7xw | Foot Massage Reflexology | 7061 E Tanque Verde Rd | Tucson | AZ | 85715 | 32.252342 | -110.841512 | 4 | 21 | 1 | {
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nSyOBxBRMugT3sKeT4YWBg | South Cleaner & Tailor | 6102 S MacDill Ave | Tampa | FL | 33611 | 27.879808 | -82.493633 | 3.5 | 9 | 0 | {
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I0gSLthWBsiUPzBft_CZ9Q | Marino's Auto Repair | 2028 S Bancroft St | Philadelphia | PA | 19145 | 39.925463 | -75.173622 | 4.5 | 15 | 1 | {
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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 | {
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yooufdsf3eAVq_9RQNSDJA | Mazzoni Center | 1348 Bainbridge St, Fl 2 | Philadelphia | PA | 19147 | 39.942627 | -75.165083 | 3 | 46 | 1 | {
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GVqXNt0HKJLpciN9ePxnWw | Crown Fried Chicken | 1128 S Broad St | Philadelphia | PA | 19146 | 39.936891 | -75.167284 | 2.5 | 16 | 1 | {
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KUx_q3nzqUINYgUTrZc9OA | Pita Pit | 845 E University Blvd | Tucson | AZ | 85719 | 32.231992 | -110.958492 | 3 | 9 | 0 | {
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Ot4bRWWO681vXZIgnLfjEA | Arizona Tile | 756 E. Ft. Lowell | Tucson | AZ | 85719 | 32.26435 | -110.959372 | 4.5 | 16 | 1 | {
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dChRGpit9fM_kZK5pafNyA | The Love | 130 S 18th St | Philadelphia | PA | 19103 | 39.950656 | -75.170899 | 4 | 618 | 1 | {
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FJDvhCGIwKuohPOK7JfLuA | Key One | Tucson | AZ | 85710 | 32.216567 | -110.819529 | 5 | 73 | 1 | {
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} | yelp | business | |
sUQ-OfJYSNfz-cimEjoaXQ | Soho Oasis Cafe | 410 S Howard Ave | Tampa | FL | 33606 | 27.940206 | -82.482884 | 3.5 | 7 | 0 | {
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cDekcTE1qwpz8ROlYixhqg | Philly Homebrew Outlet East | 1447 N American St | Philadelphia | PA | 19122 | 39.973681 | -75.139648 | 5 | 32 | 0 | {
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5lcumCB7X0nH5PElagz1VA | Reid Park Mico's Corner Playground | 900 S Randolph Way | Tucson | AZ | 85716 | 32.209733 | -110.925515 | 4.5 | 6 | 1 | {
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} | 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",
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} | yelp | business |
z9wCTHYI2VZy9YIblwSsgg | The Silo Eatery Coffee Bakery | 9036 Brittany Way, Bldg 18 | Tampa | FL | 33619 | 27.946496 | -82.355563 | 4 | 5 | 0 | {
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"Ambience": "{'touristy': False, 'hipster': False, 'romantic': False, 'divey': False, 'intimate': False, 'trendy': False, 'upscale': False, 'classy': False, 'casual': False}",
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} | 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 | {
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} | Active Life, Escape Games | {
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"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 |
End of preview.
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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