cluster_id int64 | size int64 | avg_rating float64 | top_borough string | top_borough_pct float64 | top_keywords list | example_restaurants list |
|---|---|---|---|---|---|---|
0 | 915 | 4.13 | Queens | 35.8 | [
"chicken",
"bbq",
"order",
"friendly",
"wait",
"rice",
"eat",
"cheese",
"drinks",
"spot"
] | [
{
"name": "Stella's",
"borough": "Brooklyn"
},
{
"name": "Taste Of Heaven",
"borough": "Brooklyn"
},
{
"name": "Nneji",
"borough": "Queens"
}
] |
1 | 248 | 4.39 | Manhattan | 69.8 | [
"pasta",
"italian",
"wine",
"menu",
"friendly",
"atmosphere",
"wait",
"experience",
"dishes",
"dinner"
] | [
{
"name": "Pasta by Hudson",
"borough": "Manhattan"
},
{
"name": "Lucciola",
"borough": "Manhattan"
},
{
"name": "Un Posto Italiano",
"borough": "Brooklyn"
}
] |
2 | 371 | 4.31 | Manhattan | 38.3 | [
"pizza",
"italian",
"friendly",
"pizzas",
"atmosphere",
"pasta",
"menu",
"fresh",
"little",
"ve"
] | [
{
"name": "Biga Bite",
"borough": "Manhattan"
},
{
"name": "Bosino",
"borough": "Manhattan"
},
{
"name": "Coffee Break",
"borough": "Brooklyn"
}
] |
3 | 490 | 4.1 | Manhattan | 40.4 | [
"burger",
"burgers",
"fries",
"fast",
"order",
"friendly",
"clean",
"shake",
"wait",
"chicken"
] | [
{
"name": "Burger Village",
"borough": "Queens"
},
{
"name": "Leslie's Kitchen",
"borough": "Brooklyn"
},
{
"name": "HALL",
"borough": "Manhattan"
}
] |
4 | 506 | 3.88 | Queens | 30.6 | [
"donuts",
"coffee",
"dunkin",
"donut",
"friendly",
"order",
"dunkin donuts",
"doughnuts",
"clean",
"fast"
] | [
{
"name": "Clinton Cider Mill",
"borough": "Manhattan"
},
{
"name": "Croffle House",
"borough": "Queens"
},
{
"name": "Fat Doughnut",
"borough": "Brooklyn"
}
] |
5 | 1,108 | 4.3 | Brooklyn | 35.6 | [
"prices",
"fresh",
"friendly",
"chicken",
"clean",
"store",
"people",
"don",
"try",
"price"
] | [
{
"name": "The Cremeria",
"borough": "Manhattan"
},
{
"name": "Mixed Greens Kosher Cafe",
"borough": "Brooklyn"
},
{
"name": "Lidia's Play Cafe",
"borough": "Queens"
}
] |
6 | 1,005 | 4.26 | Manhattan | 43.8 | [
"bar",
"drinks",
"music",
"fun",
"atmosphere",
"spot",
"friendly",
"night",
"drink",
"cool"
] | [
{
"name": "Live Axe",
"borough": "Manhattan"
},
{
"name": "Théâtre XIV - The Home of Company XIV",
"borough": "Brooklyn"
},
{
"name": "The Last Stop",
"borough": "Bronx"
}
] |
7 | 150 | 4.12 | Manhattan | 55.3 | [
"buffet",
"eat",
"fresh",
"variety",
"price",
"lunch",
"selection",
"clean",
"bar",
"meat"
] | [
{
"name": "Minas Grill",
"borough": "Queens"
},
{
"name": "The Porsche Club at Citi Field",
"borough": "Queens"
},
{
"name": "Phil-Am Kusina",
"borough": "Staten Island"
}
] |
8 | 149 | 4.45 | Manhattan | 73.8 | [
"japanese",
"menu",
"experience",
"lunch",
"rice",
"small",
"sushi",
"sake",
"price",
"curry"
] | [
{
"name": "Secchu Yokota 折衷よこ田",
"borough": "Manhattan"
},
{
"name": "Chiko",
"borough": "Brooklyn"
},
{
"name": "Izakaya Fuku",
"borough": "Queens"
}
] |
9 | 551 | 4.24 | Brooklyn | 31 | [
"mexican",
"drinks",
"tacos",
"margaritas",
"friendly",
"guacamole",
"atmosphere",
"prices",
"order",
"spot"
] | [
{
"name": "NEWYORKTITLAN",
"borough": "Brooklyn"
},
{
"name": "Ruta Oaxaca Mexican Cuisine",
"borough": "Queens"
},
{
"name": "For All Things Good",
"borough": "Brooklyn"
}
] |
10 | 342 | 4.37 | Manhattan | 41.5 | [
"ice",
"cream",
"ice cream",
"flavors",
"friendly",
"try",
"chocolate",
"flavor",
"gelato",
"worth"
] | [
{
"name": "Sugar Hill Creamery",
"borough": "Manhattan"
},
{
"name": "Lady Moo Moo",
"borough": "Brooklyn"
},
{
"name": "Whipped Urban Dessert Lab",
"borough": "Manhattan"
}
] |
11 | 461 | 4.09 | Manhattan | 53.1 | [
"sandwiches",
"sandwich",
"fresh",
"friendly",
"clean",
"coffee",
"bread",
"fast",
"order",
"lunch"
] | [
{
"name": "Sub Hub",
"borough": "Brooklyn"
},
{
"name": "Tramezzini",
"borough": "Manhattan"
},
{
"name": "Henry's",
"borough": "Brooklyn"
}
] |
12 | 284 | 4.31 | Manhattan | 47.5 | [
"thai",
"pad",
"pad thai",
"lunch",
"curry",
"rice",
"chicken",
"spicy",
"friendly",
"fried"
] | [
{
"name": "Tong",
"borough": "Brooklyn"
},
{
"name": "Uni Thai Bistro",
"borough": "Brooklyn"
},
{
"name": "Maison Bangkok",
"borough": "Manhattan"
}
] |
13 | 964 | 4.01 | Brooklyn | 29.8 | [
"chinese",
"chicken",
"rice",
"order",
"fried",
"fast",
"friendly",
"prices",
"fresh",
"price"
] | [
{
"name": "Milu",
"borough": "Manhattan"
},
{
"name": "Mee Noodle Shop - 9th Ave",
"borough": "Manhattan"
},
{
"name": "Hong Kong Kei One",
"borough": "Staten Island"
}
] |
14 | 307 | 4.16 | Manhattan | 47.9 | [
"indian",
"chicken",
"naan",
"lunch",
"friendly",
"try",
"tasty",
"order",
"taste",
"dishes"
] | [
{
"name": "Harry Sweets & Snacks",
"borough": "Queens"
},
{
"name": "Indian Summer Harlem",
"borough": "Manhattan"
},
{
"name": "Mysttik Masaala Williamsburg",
"borough": "Brooklyn"
}
] |
15 | 642 | 4.46 | Manhattan | 55.9 | [
"coffee",
"friendly",
"shop",
"coffee shop",
"latte",
"cafe",
"little",
"spot",
"atmosphere",
"work"
] | [
{
"name": "hamlet coffee company",
"borough": "Brooklyn"
},
{
"name": "BALANCERO",
"borough": "Queens"
},
{
"name": "Companion Cafe",
"borough": "Brooklyn"
}
] |
16 | 358 | 4.46 | Manhattan | 77.7 | [
"wine",
"menu",
"french",
"bar",
"atmosphere",
"experience",
"friendly",
"cheese",
"small",
"dinner"
] | [
{
"name": "Madame Poupon",
"borough": "Brooklyn"
},
{
"name": "Benno Restaurant",
"borough": "Manhattan"
},
{
"name": "Madre",
"borough": "Brooklyn"
}
] |
17 | 309 | 4.46 | Manhattan | 60.8 | [
"drinks",
"cocktails",
"bar",
"atmosphere",
"cocktail",
"drink",
"spot",
"friendly",
"menu",
"cool"
] | [
{
"name": "Sama Street",
"borough": "Brooklyn"
},
{
"name": "Pineapple Club",
"borough": "Manhattan"
},
{
"name": "Townhouse 275",
"borough": "Brooklyn"
}
] |
18 | 106 | 4.48 | Manhattan | 69.8 | [
"cookies",
"chocolate",
"cookie",
"chocolate chip",
"coffee",
"chip",
"sweet",
"hot",
"worth",
"try"
] | [
{
"name": "ELLA CROWN Bakehouse",
"borough": "Brooklyn"
},
{
"name": "BonBon - A Swedish Candy Co.",
"borough": "Manhattan"
},
{
"name": "MOJO Artisanal Mousse Bar",
"borough": "Manhattan"
}
] |
19 | 132 | 4.25 | Manhattan | 52.3 | [
"juice",
"smoothies",
"juices",
"fresh",
"hot",
"smoothie",
"healthy",
"friendly",
"dogs",
"drink"
] | [
{
"name": "Juices For Life",
"borough": "Bronx"
},
{
"name": "Fruces Juice Bar",
"borough": "Manhattan"
},
{
"name": "The Bush Doctor Juice Bar",
"borough": "Brooklyn"
}
] |
20 | 292 | 4.34 | Manhattan | 68.5 | [
"bar",
"pub",
"drinks",
"irish",
"friendly",
"beer",
"atmosphere",
"drink",
"spot",
"selection"
] | [
{
"name": "Rosie Dunn's Victorian Pub",
"borough": "Manhattan"
},
{
"name": "Hartley's",
"borough": "Brooklyn"
},
{
"name": "The Blasket",
"borough": "Manhattan"
}
] |
21 | 210 | 4.27 | Queens | 43.3 | [
"korean",
"bbq",
"chicken",
"korean bbq",
"dishes",
"meat",
"eat",
"price",
"kimchi",
"friendly"
] | [
{
"name": "Kochi",
"borough": "Manhattan"
},
{
"name": "Gomi Korean Wine Bar",
"borough": "Manhattan"
},
{
"name": "Jua",
"borough": "Manhattan"
}
] |
22 | 284 | 4.18 | Manhattan | 37 | [
"diner",
"breakfast",
"friendly",
"prices",
"menu",
"coffee",
"dinner",
"clean",
"fast",
"eat"
] | [
{
"name": "Terrace Restaurant & Bakery",
"borough": "Brooklyn"
},
{
"name": "Palacios Cafe",
"borough": "Brooklyn"
},
{
"name": "Johny's Luncheonette",
"borough": "Manhattan"
}
] |
23 | 332 | 4.2 | Brooklyn | 37.7 | [
"bagels",
"bagel",
"cheese",
"cream",
"cream cheese",
"fresh",
"coffee",
"friendly",
"breakfast",
"order"
] | [
{
"name": "Familiars Vegan Coffee Shop",
"borough": "Brooklyn"
},
{
"name": "Avenue x Bagels Deli",
"borough": "Brooklyn"
},
{
"name": "Koala Cafe",
"borough": "Brooklyn"
}
] |
24 | 1,262 | 4.11 | Brooklyn | 28.6 | [
"pizza",
"slice",
"pizza pizza",
"order",
"slices",
"friendly",
"cheese",
"crust",
"sauce",
"fresh"
] | [
{
"name": "Ace's Pizza",
"borough": "Brooklyn"
},
{
"name": "Dough Vale",
"borough": "Brooklyn"
},
{
"name": "BK PIZZA",
"borough": "Brooklyn"
}
] |
25 | 621 | 4.38 | Brooklyn | 34.3 | [
"cake",
"bakery",
"cakes",
"pastries",
"coffee",
"bread",
"fresh",
"chocolate",
"friendly",
"sweet"
] | [
{
"name": "Flying Hippo Bakery Cafe",
"borough": "Brooklyn"
},
{
"name": "Ceremonia Bakeshop",
"borough": "Brooklyn"
},
{
"name": "Korn's Bakery & cafe",
"borough": "Brooklyn"
}
] |
26 | 389 | 3.94 | Brooklyn | 35 | [
"chicken",
"fast",
"order",
"fried",
"fried chicken",
"fries",
"popeyes",
"clean",
"fresh",
"friendly"
] | [
{
"name": "Yafa Cafe",
"borough": "Brooklyn"
},
{
"name": "BAGOCK Fried Chicken & Doughnuts",
"borough": "Brooklyn"
},
{
"name": "FoodStruck",
"borough": "Queens"
}
] |
27 | 401 | 4.38 | Manhattan | 49.6 | [
"beer",
"bar",
"selection",
"beers",
"beer selection",
"drinks",
"friendly",
"atmosphere",
"spot",
"drink"
] | [
{
"name": "Wild East Brewing Co.",
"borough": "Brooklyn"
},
{
"name": "Beer Run",
"borough": "Manhattan"
},
{
"name": "Temkin's",
"borough": "Brooklyn"
}
] |
28 | 229 | 4.3 | Manhattan | 61.1 | [
"steak",
"steaks",
"steakhouse",
"friendly",
"atmosphere",
"drinks",
"experience",
"menu",
"wait",
"order"
] | [
{
"name": "The Loft Steakhouse",
"borough": "Brooklyn"
},
{
"name": "Bordeaux Steakhouse",
"borough": "Brooklyn"
},
{
"name": "Club A Steakhouse",
"borough": "Manhattan"
}
] |
29 | 441 | 4.27 | Manhattan | 50.6 | [
"dumplings",
"pho",
"soup",
"noodles",
"soup dumplings",
"pork",
"rice",
"noodle",
"vietnamese",
"beef"
] | [
{
"name": "Nón Lá Vietnamese Kitchen",
"borough": "Manhattan"
},
{
"name": "Nurlan",
"borough": "Queens"
},
{
"name": "HUPO琥珀",
"borough": "Queens"
}
] |
30 | 172 | 4.4 | Manhattan | 61.6 | [
"ramen",
"broth",
"pork",
"noodles",
"wait",
"spicy",
"chicken",
"ve",
"friendly",
"small"
] | [
{
"name": "TORIBRO Ramen",
"borough": "Manhattan"
},
{
"name": "19 Café",
"borough": "Brooklyn"
},
{
"name": "NR",
"borough": "Manhattan"
}
] |
31 | 224 | 4.31 | Manhattan | 50.4 | [
"tea",
"bubble tea",
"bubble",
"milk",
"teas",
"drinks",
"drink",
"sugar",
"friendly",
"try"
] | [
{
"name": "Namas Tea",
"borough": "Brooklyn"
},
{
"name": "Puerh Brooklyn teashop",
"borough": "Brooklyn"
},
{
"name": "Brooklyn Tea",
"borough": "Brooklyn"
}
] |
32 | 179 | 4.22 | Manhattan | 68.2 | [
"view",
"views",
"drinks",
"rooftop",
"bar",
"beautiful",
"location",
"atmosphere",
"friendly",
"drink"
] | [
{
"name": "Honorable William Wall",
"borough": "Manhattan"
},
{
"name": "IX-514 USS Baylander",
"borough": "Manhattan"
},
{
"name": "The Liberty Warehouse",
"borough": "Brooklyn"
}
] |
33 | 263 | 4.29 | Manhattan | 38.4 | [
"seafood",
"lobster",
"fish",
"fresh",
"shrimp",
"drinks",
"crab",
"wait",
"oysters",
"friendly"
] | [
{
"name": "Astoria Seafood and Grill",
"borough": "Queens"
},
{
"name": "Cafe Grill",
"borough": "Queens"
},
{
"name": "Oceans",
"borough": "Manhattan"
}
] |
34 | 151 | 4.42 | Queens | 45.7 | [
"greek",
"fresh",
"friendly",
"gyro",
"octopus",
"atmosphere",
"salad",
"lamb",
"fish",
"grilled"
] | [
{
"name": "Sweet Habit",
"borough": "Queens"
},
{
"name": "Greek Gyros Yorkville",
"borough": "Manhattan"
},
{
"name": "Yia Yia's Taverna",
"borough": "Brooklyn"
}
] |
35 | 423 | 4.15 | Queens | 26.7 | [
"spanish",
"chicken",
"dominican",
"prices",
"friendly",
"order",
"rice",
"eat",
"price",
"tapas"
] | [
{
"name": "GAUDir",
"borough": "Manhattan"
},
{
"name": "Rice x Beans",
"borough": "Queens"
},
{
"name": "Margarita's",
"borough": "Bronx"
}
] |
36 | 589 | 4.34 | Manhattan | 56.4 | [
"brunch",
"drinks",
"atmosphere",
"menu",
"friendly",
"spot",
"chicken",
"bar",
"wait",
"little"
] | [
{
"name": "Plado Tasting Bar",
"borough": "Manhattan"
},
{
"name": "Paint 'N Pour",
"borough": "Manhattan"
},
{
"name": "Julia's Beer and Wine Bar",
"borough": "Queens"
}
] |
37 | 478 | 4.24 | Manhattan | 30.1 | [
"deli",
"sandwiches",
"sandwich",
"friendly",
"fresh",
"prices",
"pastrami",
"clean",
"store",
"people"
] | [
{
"name": "Cross Bay Deli & Grill",
"borough": "Queens"
},
{
"name": "Tony's Beechhurst Deli",
"borough": "Queens"
},
{
"name": "The Beach Deli",
"borough": "Brooklyn"
}
] |
38 | 111 | 4.03 | Manhattan | 61.3 | [
"chipotle",
"fast",
"burrito",
"clean",
"location",
"order",
"fresh",
"mexican",
"friendly",
"better"
] | [
{
"name": "Hot Peppers",
"borough": "Queens"
},
{
"name": "NAYA Midtown East",
"borough": "Manhattan"
},
{
"name": "Blue Maiz",
"borough": "Manhattan"
}
] |
39 | 155 | 4.13 | Manhattan | 31.6 | [
"wings",
"chicken",
"drinks",
"order",
"bar",
"friendly",
"fries",
"beer",
"fried",
"wait"
] | [
{
"name": "Meat and Bread",
"borough": "Manhattan"
},
{
"name": "Nutty Sports Bar & Grill",
"borough": "Queens"
},
{
"name": "Koko Wings",
"borough": "Manhattan"
}
] |
40 | 529 | 4.3 | Manhattan | 44 | [
"sushi",
"fresh",
"omakase",
"quality",
"rolls",
"price",
"eat",
"friendly",
"lunch",
"fish"
] | [
{
"name": "SHINN EAST",
"borough": "Manhattan"
},
{
"name": "Hungarian kosher takeout",
"borough": "Brooklyn"
},
{
"name": "Poke & Roll Sushi",
"borough": "Manhattan"
}
] |
41 | 341 | 4.21 | Manhattan | 34 | [
"tacos",
"taco",
"mexican",
"order",
"taco bell",
"drinks",
"friendly",
"fast",
"bell",
"fresh"
] | [
{
"name": "Bistro Casa Azul",
"borough": "Manhattan"
},
{
"name": "Amigo by Nai",
"borough": "Manhattan"
},
{
"name": "Zona Rosa",
"borough": "Queens"
}
] |
42 | 298 | 4.25 | Manhattan | 71.1 | [
"healthy",
"salad",
"fresh",
"lunch",
"salads",
"bowl",
"friendly",
"options",
"order",
"poke"
] | [
{
"name": "Joe-Joe's Green Bar",
"borough": "Brooklyn"
},
{
"name": "Nûrish",
"borough": "Brooklyn"
},
{
"name": "Juke Box Juice & Salads",
"borough": "Manhattan"
}
] |
43 | 431 | 4.2 | Manhattan | 42.7 | [
"breakfast",
"coffee",
"friendly",
"wait",
"order",
"pancakes",
"little",
"menu",
"lunch",
"spot"
] | [
{
"name": "Frenchy's Food Truck",
"borough": "Brooklyn"
},
{
"name": "Mama Jo's Breakfast Cart",
"borough": "Manhattan"
},
{
"name": "Giulia's Cucina & Desserts",
"borough": "Brooklyn"
}
] |
44 | 163 | 3.57 | Manhattan | 31.3 | [
"mcdonald",
"fast",
"order",
"clean",
"people",
"slow",
"drive",
"fries",
"don",
"friendly"
] | [
{
"name": "McDonald's",
"borough": "Queens"
},
{
"name": "McDonald's",
"borough": "Queens"
},
{
"name": "McDonald's",
"borough": "Staten Island"
}
] |
45 | 85 | 4.06 | Manhattan | 45.9 | [
"dim sum",
"dim",
"sum",
"chinese",
"wait",
"dishes",
"dumplings",
"pork",
"chinatown",
"price"
] | [
{
"name": "Dim Sum Chelsea",
"borough": "Manhattan"
},
{
"name": "AweSum DimSum",
"borough": "Manhattan"
},
{
"name": "Bodhi",
"borough": "Manhattan"
}
] |
46 | 153 | 4.48 | Brooklyn | 44.4 | [
"vegan",
"vegetarian",
"friendly",
"menu",
"try",
"options",
"spot",
"ve",
"tasty",
"dishes"
] | [
{
"name": "Nefista/ Çiğ Köfte (Vegan Kofteh)",
"borough": "Brooklyn"
},
{
"name": "Happy Veggie",
"borough": "Manhattan"
},
{
"name": "Next Stop Vegan",
"borough": "Bronx"
}
] |
47 | 170 | 4.26 | Queens | 47.1 | [
"empanadas",
"colombian",
"order",
"friendly",
"chicken",
"cuban",
"prices",
"tasty",
"try",
"cheese"
] | [
{
"name": "Pueblo Querido Coffee Roasters Cafe de Colombia",
"borough": "Brooklyn"
},
{
"name": "Kimpanadas",
"borough": "Brooklyn"
},
{
"name": "My Cuban Spot",
"borough": "Brooklyn"
}
] |
48 | 317 | 3.98 | Manhattan | 68.8 | [
"starbucks",
"coffee",
"friendly",
"location",
"order",
"clean",
"people",
"drink",
"store",
"fast"
] | [
{
"name": "Starbucks",
"borough": "Manhattan"
},
{
"name": "Starbucks Reserve Roastery New York",
"borough": "Manhattan"
},
{
"name": "Starbucks",
"borough": "Queens"
}
] |
49 | 441 | 4.44 | Manhattan | 56.5 | [
"italian",
"pasta",
"atmosphere",
"friendly",
"family",
"wine",
"menu",
"little",
"dinner",
"fresh"
] | [
{
"name": "Cerasella",
"borough": "Queens"
},
{
"name": "Jose Luis",
"borough": "Manhattan"
},
{
"name": "Dolce Fantasia",
"borough": "Staten Island"
}
] |
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