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Binary file added data/processed/X_test_CON_outliers.xlsx
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Binary file added data/processed/X_test_CON_outliers_norm.xlsx
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Binary file added data/processed/X_train_CON_outliers.xlsx
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{"Brooklyn": 0, "Manhattan": 1, "Queens": 2, "Staten Island": 3, "Bronx": 4}
1 change: 1 addition & 0 deletions data/processed/neighbourhood_transformation_rules.json
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{"Kensington": 0, "Midtown": 1, "Harlem": 2, "Clinton Hill": 3, "East Harlem": 4, "Murray Hill": 5, "Bedford-Stuyvesant": 6, "Hell's Kitchen": 7, "Upper West Side": 8, "Chinatown": 9, "South Slope": 10, "West Village": 11, "Williamsburg": 12, "Fort Greene": 13, "Chelsea": 14, "Crown Heights": 15, "Park Slope": 16, "Windsor Terrace": 17, "Inwood": 18, "East Village": 19, "Greenpoint": 20, "Bushwick": 21, "Flatbush": 22, "Lower East Side": 23, "Prospect-Lefferts Gardens": 24, "Long Island City": 25, "Kips Bay": 26, "SoHo": 27, "Upper East Side": 28, "Prospect Heights": 29, "Washington Heights": 30, "Woodside": 31, "Brooklyn Heights": 32, "Carroll Gardens": 33, "Gowanus": 34, "Flatlands": 35, "Cobble Hill": 36, "Flushing": 37, "Boerum Hill": 38, "Sunnyside": 39, "DUMBO": 40, "St. George": 41, "Highbridge": 42, "Financial District": 43, "Ridgewood": 44, "Morningside Heights": 45, "Jamaica": 46, "Middle Village": 47, "NoHo": 48, "Ditmars Steinway": 49, "Flatiron District": 50, "Roosevelt Island": 51, "Greenwich Village": 52, "Little Italy": 53, "East Flatbush": 54, "Tompkinsville": 55, "Astoria": 56, "Clason Point": 57, "Eastchester": 58, "Kingsbridge": 59, "Two Bridges": 60, "Queens Village": 61, "Rockaway Beach": 62, "Forest Hills": 63, "Nolita": 64, "Woodlawn": 65, "University Heights": 66, "Gravesend": 67, "Gramercy": 68, "Allerton": 69, "East New York": 70, "Theater District": 71, "Concourse Village": 72, "Sheepshead Bay": 73, "Emerson Hill": 74, "Fort Hamilton": 75, "Bensonhurst": 76, "Tribeca": 77, "Shore Acres": 78, "Sunset Park": 79, "Concourse": 80, "Elmhurst": 81, "Brighton Beach": 82, "Jackson Heights": 83, "Cypress Hills": 84, "St. Albans": 85, "Arrochar": 86, "Rego Park": 87, "Wakefield": 88, "Clifton": 89, "Bay Ridge": 90, "Graniteville": 91, "Spuyten Duyvil": 92, "Stapleton": 93, "Briarwood": 94, "Ozone Park": 95, "Columbia St": 96, "Vinegar Hill": 97, "Mott Haven": 98, "Longwood": 99, "Canarsie": 100, "Battery Park City": 101, "Civic Center": 102, "East Elmhurst": 103, "New Springville": 104, "Morris Heights": 105, "Arverne": 106, "Cambria Heights": 107, "Tottenville": 108, "Mariners Harbor": 109, "Concord": 110, "Borough Park": 111, "Bayside": 112, "Downtown Brooklyn": 113, "Port Morris": 114, "Fieldston": 115, "Kew Gardens": 116, "Midwood": 117, "College Point": 118, "Mount Eden": 119, "City Island": 120, "Glendale": 121, "Port Richmond": 122, "Red Hook": 123, "Richmond Hill": 124, "Bellerose": 125, "Maspeth": 126, "Williamsbridge": 127, "Soundview": 128, "Woodhaven": 129, "Woodrow": 130, "Co-op City": 131, "Stuyvesant Town": 132, "Parkchester": 133, "North Riverdale": 134, "Dyker Heights": 135, "Bronxdale": 136, "Sea Gate": 137, "Riverdale": 138, "Kew Gardens Hills": 139, "Bay Terrace": 140, "Norwood": 141, "Claremont Village": 142, "Whitestone": 143, "Fordham": 144, "Bayswater": 145, "Navy Yard": 146, "Brownsville": 147, "Eltingville": 148, "Fresh Meadows": 149, "Mount Hope": 150, "Lighthouse Hill": 151, "Springfield Gardens": 152, "Howard Beach": 153, "Belle Harbor": 154, "Jamaica Estates": 155, "Van Nest": 156, "Morris Park": 157, "West Brighton": 158, "Far Rockaway": 159, "South Ozone Park": 160, "Tremont": 161, "Corona": 162, "Great Kills": 163, "Manhattan Beach": 164, "Marble Hill": 165, "Dongan Hills": 166, "Castleton Corners": 167, "East Morrisania": 168, "Hunts Point": 169, "Neponsit": 170, "Pelham Bay": 171, "Randall Manor": 172, "Throgs Neck": 173, "Todt Hill": 174, "West Farms": 175, "Silver Lake": 176, "Morrisania": 177, "Laurelton": 178, "Grymes Hill": 179, "Holliswood": 180, "Pelham Gardens": 181, "Belmont": 182, "Rosedale": 183, "Edgemere": 184, "New Brighton": 185, "Midland Beach": 186, "Baychester": 187, "Melrose": 188, "Bergen Beach": 189, "Richmondtown": 190, "Howland Hook": 191, "Schuylerville": 192, "Coney Island": 193, "New Dorp Beach": 194, "Prince's Bay": 195, "South Beach": 196, "Bath Beach": 197, "Jamaica Hills": 198, "Oakwood": 199, "Castle Hill": 200, "Hollis": 201, "Douglaston": 202, "Huguenot": 203, "Olinville": 204, "Edenwald": 205, "Grant City": 206, "Westerleigh": 207, "Bay Terrace, Staten Island": 208, "Westchester Square": 209, "Little Neck": 210, "Fort Wadsworth": 211, "Rosebank": 212, "Unionport": 213, "Mill Basin": 214, "Arden Heights": 215, "Bull's Head": 216, "New Dorp": 217, "Rossville": 218, "Breezy Point": 219, "Willowbrook": 220}
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1 change: 1 addition & 0 deletions data/processed/room_type_transformation_rules.json
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{"Private room": 0, "Entire home/apt": 1, "Shared room": 2}
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