Discovering good hotels in the Los Angeles area on the Orbitz website

Suppose that a traveler is seeking a hotel in the Los Angeles area. Going to a random one will likely create a random experience for them, where they might prefer a more determined, distinguished one. They may ask other people about their opinion, but recommendations obtained this way are often subjective. Instead the traveler could turn to the collective knowledge on websites like Orbitz, where a lot of people leave their comments and ratings. The problem is that for the Los Angeles area there are currently 32 pages full of hotel room offerings. It is not easy to select among these.

To help such a traveler, we could search for the Los Angeles hotels and use the information to create ourselves a small dataset for further analysis. Once we have the data, we can use custom criteria to filter it. For example:

#include <iostream> #include <vector> using namespace std; struct Hotel { string name; string area; string code; float rating; int reviews; }; int main() { vector<Hotel> hotels = { {"Kimpton Hotel Palomar Los Angeles Beverly Hills", "Bel Air - Westwood", "844-663-2261", 4.4, 2145}, {"The Garland", "Universal Studios Area", "844-664-3190", 4.3, 3422}, {"Azure Hotel & Suites Ontario Airport", "Ontario", "844-688-1648", 4.4, 994}, {"Motel 6 Los Angeles LAX", "Los Angeles Intl. (LAX)", "844-688-1651", 3.0, 2259}, {"Hotel Angeleno", "Bel Air -Westwood", "844-688-1653", 4.0, 2544}, {"Sportsmen's Lounge", "Universal Studios Area", "844-688-1655", 3.7, 1334}, {"The Bicycle Hotel & Casino", "Bell Gardens", "844-689-5653", 4.5, 504}, {"Los Angeles LA Hotel", "El Monte", "844-689-5676", -1, -1}, {"Value Inn Worldwide LAX", "Los Angeles Intl. (LAX)", "844-689-5689", 3.6, 2848}, {"Hollywood Historic Hotel", "Los Angeles", "844-689-5733", 3.4, 2069}, {"GuestHouse Hotel Norwalk", "Norwalk", "844-689-5734", 3.3, 1683}, {"Travelodge Hotel at LAX Airport", "Los Angeles Intl. (LAX)", "844-689-5735", 3.6, 6634}, {"Loews Hollywood Hotel", "Hollywood", "844-689-5736", 4.4, 3597}, {"La Quinta Inn & Suites LAX", "Los Angeles Intl. (LAX)", "", 3.6, 4710}, {"Airtel Plaza Hotel", "San Fernando", "844-689-5738", 3.8, 1901}, {"Best Western Plus Carriage Inn", "Universal tudios Area", "844-691-4928", 3.9, 3895}, {"The Belamar", "Beach Cities", "844-691-4931", 4.3, 1379}, {"Portofino Hotel & Marina - A Noble House Hotel", "Beach Cities", "844-691-4930", 4.3, 2042}, {"Studio City Court Yard Hotel", "Universal Studios Area", "844-691-4934", 3.1, 849}, {"Welcome Inn", "Los Angeles Intl. (LAX)", "844-691-4937", 3.2, 155}, {"The Bicycle Hotel & Casino", "Bell Gardens", "844-700-0996", 4.5, 504}, {"Hollywood Inn Express South", "Downtown Los Angeles", "844-691-4938", 2.6, 2061}, {"Extended Stay America - Los Angeles - LAX Airport-El Segundo", "Los Angeles Intl. (LAX)", "844-700-0995", 3.2, 466}, {"Gardena Terrace Inn", "Gardena", "844-664-3190", 3.6, 751}, {"Redac Gateway Hotel in Torrance", "Torrance", "844-688-1648", 3.8, 709}, {"Beverly Hills Plaza Hotel & Spa", "Beverly Hills - West Hollywood", "844-688-1651", 4.2, 794}, {"La Quinta Inn & Suites Inglewood", "Los Angeles Intl. (LAX)", "", 4.1, 1196}, {"Travelodge Inn & Suites Bell Los Angeles Area", "Bell", "844-688-1653", 3.9, 241}, {"Glen Capri Inn & Suites Winchester", "Glendale", "844-688-1655", 3.6, 148}, {"The Jeremy Hotel West Hollywood", "Beverly Hils - West Hollywood", "844-689-5653", 5.0, 2}, {"Ontario Airport Inn", "Ontario", "844-689-5676", 4.0, 1666}, {"Crystal Inn Suites & Spas", "Los Angeles Intl. (LAX)", "844-689-5689", 4.0, 111}, {"Chamberlain West Hollywood", "Beverly Hills - West Hollywood", "844-689-5733", 4.2, 1360}, {"Extended Stay America - Los Angeles - South", "Gardena", "844-689-5734", 3.1, 649}, {"Royal Palace Westwood", "Bel Air - Westwood", "844-689-5735", 4.0, 1393}, {"Omni Los Angeles Hotel at California Plaza", "Downtown Los Angeles", "844-689-5736", 4.5, 3424}, {"Extended Stay America - Los Angeles - Glendale", "Glendale", "844-689-5739", 3.4, 472}, {"Astro Pasadena Hotel", "Pasadena", "844-691-4928", 3.9, 211}, {"Hotel Amarano Burbank", "Universal Studios Area", "844-691-4932", 4.3, 1344}, {"Custom Hotel Los Angeles Airport", "Los Angeles Intl. (LAX)", "844-691-4931", 3.4, 8}, {"Ontario Airport Hotel and Conference Center", "Ontario", "844-691-4930", 4.1, 1316}, {"Best Western Plus Redondo Beach Inn", "Beach Cities", "844-691-4935", 4.2, 1789}, {"Geneva Motel", "Los Angeles Intl. (LAX)", "844-691-4934", 3.4, 117}, {"The Wave Manhattan Beach", "Beach Cities", "844-691-4937", 3.0, 1314}, {"Vagabond Inn Executive Pasadena", "Pasadena", "844-700-0996", 4.0, 248}, {"Saharan Motor Hotel", "Los Angeles", "844-691-4938", 3.1, 473}, {"Couryard by Marriott Los Angeles LAX El Segundo", "Los Angeles Intl. (LAX)", "844-700-0995", 4.2, 1082}, {"Oceana Beach Club Hotel", "Santa Monica", "844-663-2281", 4.5, 277}, {"Best Western Valencia Inn", "Santa Clarita - Magic Mountain", "844-663-2281", 3.7, 1558}, {"Hotel Brandwood", "Glendale", "844-664-3190", 4.0, 1552}, {"Good Nite Inn Seymar", "San Fernando", "", 3.2, 2916}, {"La Quinta Inn & Suites Santa Clarita-Valencia", "Santa Clarita - Magic Mountain", "", 4.4, 1432}, {"Beverly Wilshire - Beverly Hills, A Four Seasons Hotel", "Beverly Hills - West Hollywood", "844-688-1651", 4.6, 370}, {"Oceana Beach Club Hotel", "Santa Monica", "844-688-1653", 4.5, 277}, {"Hollywood Inn Express LAX", "Los Angeles Intl. (LAX)", "844-688-1655", 3.0, 339}, {"Hilgard House Hotel", "Bel Air - Westwood", "844-689-5653", 4.0, 136}, {"Diamond Bell Inn & Suites", "Bell", "844-689-5676", 4.3, 338}, {"Redondo Beach Inn", "Gardena", "844-689-5689", 3.5, 189}, {"Hilton Los Angeles Airport", "Los Angeles Intl. (LAX)", "844-689-5733", 4.0, 5875}, {"The Moment Hotel", "Los Angeles", "844-689-5734", 4.0, 499}, {"Howard Johnson Pasadena", "Pasadena", "844-689-5735", 3.9, 1387}, {"Best Western Plus Gateway Hotel Santa Monica", "Santa Monica", "844-689-5736", 3.9, 1794}, {"Extended Stay America Los Angeles - Torrance del Amo Circle", "Torrance", "844-689-5738", 3.4, 738}, {"Luxe Rodeo Drive Hotel", "Beverly Hills - West Hollywood", "844-689-5739", 4.0, 270}, {"Hollywood Downtowner", "Los Angeles", "844-691-4928", 3.3, 1440}, {"Country Inn & Suites by Carlson, Ontario at Ontario Mills CA", "Ontario", "844-691-4932", 4.4, 1301}, {"Motel 6 Los Angeles Rosemead", "Rosemead", "844-691-4931", 3.3, 323}, {"Hotel Silver Lake Los Angeles", "Downtown Los Angeles", "844-691-4930", 2.7, 438}, {"Studio 6 Commerce CA", "Commerce", "844-691-4935", 3.6, 70}, {"Kimpton Everly Hotel", "Hollywood", "844-691-4934", 4.5, 4}, {"Radisson Hotel Chatsworth", "San Fernando", "844-691-4937", 4.1, 548}, {"Days Inn Glendale", "Glendale", "844-700-0996", 3.4, 1669}, {"Welcome Inn", "Los Angeles", "844-691-4938", 3.5, 28}, {"Best Western Plus San Pedro Hotel & Suites", "San Pedro", "", 4.1, 1274}, {"Ramada Inn Pasadena", "Pasadena", "844-663-2281", 3.4, 1553}, {"Motel 6 Los Angeles - Bellflower", "Bellflower", "844-664-3190", 3.3, 407}, {"La Quinta Inn & Suites Pomona", "Pomona", "", 4.0, 519}, {"Best Western Airpark Hotel", "Los Angeles Intl. (LAX)", "844-688-1648", 3.5, 1166}, {"Coast Anabelle Hotel", "Universal Studios Area", "844-688-1651", 4.2, 714}, {"Eldorado Inn & Suites - Pacific Coast Highway - Beach cities", "Lomita", "844-688-1653", 3.0, 469}, {"M Motel", "El Monte", "844-688-1655", 2.6, 221}, {"Best Western Plus Dragon Gate Inn", "Downtown Los Angeles", "844-689-5653", 3.8, 710}, {"Americas Best Value Inn - Hollywood/Los Angeles", "Los Angeles", "844-689-5676", 3.3, 1101}, {"Redondo Pier Inn", "Beach Cities", "844-689-5689", 3.1, 379}, {"Grafton On Sunset", "Beverly Hills - West Hollywood", "844-689-5733", 3.9, 504}, {"Industry Inn & Suites", "City of Industry", "844-689-5734", 3.5, 87}, {"Garden Inn & Suites", "Glendora", "844-689-5736", 3.8, 250}, {"Hotel Bel-Air", "Bel Air - Westwood", "844-689-5736", 4.8, 194}, {"Days Inn Los Angeles/LAX/Redondo and Manhattan Beach", "Lawndale", "844-689-5739", 3.3, 821}, {"Hotel Le Reve Pasadena", "Pasadena", "844-691-4928", 3.1, 597}, {"Super 8 North Hollywood CA", "San Fernando", "844-691-4932", 3.5, 999}, {"Extended Stay America Los Angeles - La Mirada", "La Mirada", "844-691-4931", 3.6, 330}, {"Oceana Beach Club Hotel", "Santa Monica", "844-691-4930", 4.5, 277}, {"Americas Best Value Inn & Suites-El Monte/Los Angeles", "El Monte", "844-691-4935", 3.5, 578}, {"Best Western Woodland Hills Inn", "San Fernando", "844-691-4934", 4.0, 1090}, {"Travelodge Santa Monica", "Santa Monica", "844-691-4937", 4.1, 2083}, {"Best Western Plus LA Mid Town Hotel", "Downtown Los Angeles", "844-700-0996", 3.5, 1611}, {"Glendon Apartments", "Bel Air - Westwood", "844-691-4938", 4.5, 2}, {"Courtyard by Marriott Los Angeles Woodland Hills", "San Fernando", "844-700-0995", 4.3, 351}, {"Courtyard by Marriott Los Angeles LAX El Segundo", "Los Angeles Intl. (LAX)", "", 4.2, 1082}, {"Hi View Inn & Suites", "Beach Cities", "844-663-2261", 4.0, 177}, {"Avenue Hotel", "Downtown Los Angeles", "844-664-3190", 3.0, 927}, {"Extended Stay America Los Angeles-Torrance", "Torrance", "844-688-1648", 3.2, 548}, {"Motel 6 Los Angeles - Pomona", "Pomona", "844-688-1651", 3.0, 297}, {"Magic Castle Hotel", "Hollywood", "844-688-1653", 4.5, 1139}, {"Courtyard by Marriott Los Angeles Woodland Hills", "San Fernando", "844-688-1655", 4.3, 351}, {"Hollywood La Brea Inn", "Los Angeles", "844-689-5653", 3.1, 297}, {"Motel 6 Los Angeles - Rowland", "Rowland Heights", "844-689-5676", 3.3, 321}, {"Plaza La Reina", "Bel Air - Westwood", "844-689-5733", 4.8, 28}, {"Extended Stay America Los Angeles - Monrovia", "Monrovia", "844-689-5735", 3.2, 449}, {"Motel 6 Los Angeles - Sylmar", "San Fernando", "", 3.0, 720}, {"Rio Motor Palace Inn", "Los Angeles", "844-689-5736", 3.0, 2}, {"Four Seasons Hotel Los Angeles at Westlake Village", "Westlake Village", "", 4.8, 506}, {"Sea View Inn at the Beach", "Beach Cities", "844-691-4928", 4.1, 229}, {"Ramada Inn Torrance", "Torrance", "844-691-4932", 3.4, 1006}, {"Motel 6 Los Angeles - Whittier", "Whittier", "844-691-4931", 3.1, 346}, {"Pallhouse Santa Monica", "Santa Monica", "844-691-4930", 4.4, 219}, {"Best Western Burbank Airport Inn", "San Fernando", "944-691-4935", 4.0, 539}, {"Days Inn Alhambra", "Alhambra", "844-691-4934", 3.5, 539}, {"Ayres Hotel Ontario at the Mills Mall", "Ontario", "844-691-4937", 4.2, 666}, {"Hotel Hermosa", "Beach Cities", "844-700-0996", 4.4, 399}, {"Extended Stay America Los Angeles - Carson", "Carson", "844-691-4938", 3.2, 423}, {"Best Western Canoga Park Motor Inn", "San Fernando", "844-700-0995", 4.1, 221}, {"Ramada Inn Chatsworth", "San Fernando", "844-663-2281", 3.4, 835}, {"Motel 6 Los Angeles - Hacienda Heights", "Hacienda Heights", "844-664-3190", 3.1, 231}, {"Ambassador Inn Alhambra", "Alhambra", "844-688-1648", 3.0, 5}, {"Hotel Xilo Glendale", "Glendale", "844-688-1651", 4.3, 68}, {"Super 8 - Hollywood/L.A. Area", "Los Angeles", "844-688-1653", 3.0, 846}, {"Daily Inn Whittier", "Whittier", "844-688-1655", 3.3, 904}, {"Chariot Inn", "Glendale", "844-689-5653", 3.8, 409}, {"Ramada Los Angeles/Downtown West", "Downtown Los Angeles", "844-689-5676", 3.3, 1314}, {"Canoga Hotel", "San Fernando", "844-689-5689", 3.5, 60}, {"The Peninsula Beverly Hills", "Beverly Hills - West Hollywood", "844-689-5733", 4.8, 228}, {"Best Western Plus Glendale", "Los Angeles", "844-689-5734", 3.7, 399}, {"Americas Best Value Inn Pico Rivera/East Los Angeles", "Pico Rivera", "844-689-5735", 3.0, 120}, {"Super 8 Santa Clarita Valencia", "Santa Clarita - Magic Mountain", "844-689-5736", 3.3, 606}, {"Walnut Inn & Suites", "West Covina", "844-689-5736", 3.1, 256}, {"Motel 6 Norwalk", "Norwalk", "844-689-5739", 3.3, 291}, {"Americas Best Value Inn", "Rancho Palos Verdes", "844-691-4928", 3.7, 185}, {"Days inn And Suites Artesia", "Artesia", "844-691-4932", 3.7, 771}, {"Travelodge Culver City", "Culver City", "844-691-4931", 3.9, 733}, {"Casa Bell Motel", "Los Angeles Intl. (LAX)", "844-691-4930", 4.0, 1}, {"Safari Inn, a Coast Hotel", "Universal Studios Area", "844-691-4935", 3.9, 2182}, {"Century Park Hotel", "Beverly Hills - West Hollywood", "844-691-4934", 3.9, 449}, {"Edge Rock Motel", "Los Angeles", "844-691-4937", 3.4, 44}, {"Super 8 - Pasadena/LA Area", "Pasadena", "844-700-0996", 3.5, 650}, {"Marina del Rey Hotel", "Marina del Rey", "844-691-4938", 4.5, 975}, {"Courtyard by Marriott Los Angeles LAX El Segundo", "Los Angeles Intl. (LAX)", "844-664-3190", 4.2, 1082}, {"Oceana Beach Club Hotel", "Santa Monica", "844-688-1648", 4.5, 277}, {"Century Park Hotel", "Brverly Hills - West Hollywood", "844-663-2281", 3.9, 449}, {"Best Western Plus Avita Suites", "Torrance", "844-688-1648", 4.4, 690}, {"Arroyo Vista Inn", "South Pasadena", "844-688-1651", 4.5, 46}, {"Ramada South El Monte", "South El Monte", "844-688-1653", 3.4, 358}, {"Courtyard by Marriott Los Angeles Woodland Hills", "San Fernando", "844-688-1655", 4.3, 351}, {"Days Inn Near City of Hope", "Duarte", "844-689-5653", 3.2, 440}, {"Best Wesern Plus Media Center Inn & Suites", "Universal Studios Area", "844-689-5676", 4.2, 270}, {"Americas Best Value inn Pasadena/Arcadia", "Pasadena", "844-689-5689", 3.0, 219}, {"Best Western Pasadena Royale Inn & Suites", "Pasadena", "844-689-5733", 4.0, 953}, {"Ramada Limited Redondo Beach", "Beach Cities", "844-689-5734", 3.5, 1191}, {"The Sherman Hotel", "Universal Studios Area", "844-689-5735", 2.4, 388}, {"Sunset Marquis", "Beverly Hills - West Hollywood", "844-689-5736", 4.5, 346}, {"Red Roof Inn Ontario Airport", "Ontario", "844-689-5738", 3.2, 881}, {"Jolly Roger Hotel", "Marina Del Rey", "844-689-5739", 3.5, 236}, {"Eagle Inn Motel", "Long Beach", "844-691-4928", 3.4, 69}, {"Travelodge Santa Clarita/Valencia", "Santa Clarita - Magic Mountain", "844-691-4932", 3.0, 658}, {"Best Western Plus West Covina Inn", "West Covina", "844-691-4931", 4.0, 1291}, {"Channel Road Inn, A Four Sisters Inn", "Santa Monica", "844-691-4930", 4.5, 463}, {"Hotel Seville", "Ontario", "844-691-4935", 3.5, 931}, {"El Patio Inn", "Universal Studios Area", "844-691-4934", 3.2, 63}, {"Motel 6 Los Angeles - Norwalk", "Norwalk", "844-691-4937", 3.5, 159}, {"Viceroy L'Ermitage Beverly Hills", "Beverly Hills - West Hollywood", "", 4.7, 458}, {"The Mayfair Hotel Los Angeles", "Downtown Los Angeles", "844-691-4938", 2.9, 2870}, {"Budget Inn", "El Monte", "844-700-0995", 2.9, 132}, {"Travelodge Commerce Los Angeles area", "Commerce", "844-664-3190", 3.1, 528}, {"Motel 6 Los Angeles - Baldwin Park", "Baldwin Park", "844-688-1648", 3.3, 224}, {"Motel 6 Los Angeles - Harbor City", "Harbor City", "844-688-1651", 3.1, 130}, {"Maison 140", "Beverly Hills - West Hollywood", "844-688-1653", 4.0, 774}, {"The Orlando", "Beverly Hills - West Hollywood", "844-688-1655", 4.2, 668}, {"Super 8 Azusa", "Azusa", "844-689-5653", 3.5, 168}, {"Sand's Motel", "South Gate", "844-689-5676", 4.1, 9}, {"Premier Inns Thousand Oaks", "Thousand Oaks", "844-689-5689", 3.3, 207}, {"Motel 6 Los Angeles - San Dimas", "San Dimas", "844-689-5733", 3.5, 316}, {"Extended Stay America - Los Angeles - Woodland Hills", "San Fernando", "844-689-5734", 2.7, 546}, {"Beverly Laurel Hotel", "Beverly Hills - West Hollywood", "844-689-5735", 3.8, 1268}, {"DoubleTree by Hilton LAX - El Segundo", "Los Angeles Intl. (LAX)", "844-689-5736", 4.0, 1564}, {"Los Angeles Adventurer All Suite Hotel at LAX", "Los Angeles Intl. (LAX)", "844-689-5738", 2.4, 4714}, {"Pacific Palms Resort", "City Of Industry", "844-689-5739", 4.0, 1458}, {"Americas Best Value Inn-Azusa/Pasadena", "Azusa", "844-691-4928", 3.3, 123}, {"The Rochester", "Bel Air - Westwood", "844-691-4932", 4.0, 2}, {"Palihouse West Hollywood", "Beverly Hills - West Hollywood", "844-691-4931", 4.1, 192}, {"Best Western Plus Route 66 Glendora Inn", "Glendora", "844-691-4930", 4.3, 275}, {"La Quinta Inn & Suites Thousand Oaks Newbury Park", "Thousand Oaks", "", 3.3, 706}, {"LA Ramona Motel", "Downtown Los Angeles", "844-691-4935", 2.3, 85}, {"Ontario Inn & Suites", "Montclair", "844-691-4934", 3.5, 426}, {"Best Western Diamond Bar Hotel & Suites", "Diamond Bar", "844-691-4937", 3.5, 647}, {"Palm Garden Hotel", "Thousand Oaks", "844-700-0996", 4.0, 1828}, {"Monterey Park Inn", "Monterey Park", "844-691-4938", 3.7, 452}, {"Viceroy Santa Monica", "Santa Monica", "844-700-0995", 4.3, 909}, {"Oceana Beach Club Hotel", "Santa Monica", "844-663-2281", 4.5, 277}, {"Hilton Los Angeles Airport", "Los Angeles Intl. (LAX)", "844-663-2281", 4.0, 5880}, {"Andaz West Hollywood - a concept by Hyatt", "Beverly Hills - West Hollywood", "844-664-3190", 4.5, 1245}, {"Best Western Golden Salls Hotel", "Long Beach", "844-688-1648", 3.8, 941}, {"Cadillac Hotel", "Venice", "844-688-1651", 3.1, 1259}, {"Hotel Indigo Los Angeles Downtown", "Downtown Los Angeles", "844-688-1653", 4.4, 70}, {"Quality Inn & Suites", "Bell Gardens", "844-688-1655", 3.4, 626}, {"Best Western Plus Sunset Plaza Hotel", "Beverly Hills - West Hollywood", "", 4.3, 1013}, {"Alhambra Inn", "Alhambra", "844-689-5676", 3.9, 151}, {"Kawada Hotel", "Downtown Los Angeles", "844-689-5689", 3.4, 136}, {"Elan Hotel Los Angeles - a Greystone Hotel", "Beverly Hills - West Hollywood", "", 4.4, 949}, {"Motel 6 Los Angeles - Sylmar", "San Fernando", "844-689-5734", 3.0, 722}, {"Diamond Bell Inn & Suites", "Bell", "844-689-5735", 4.3, 340}, {"H Hotel Los Angeles, Curio Collection by Hilton", "Los Angeles Intl. (LAX)", "", 3.1, 563}, {"Rodeway Inn & Suites LAX", "Los Angeles Intl. (LAX)", "844-689-5736", 3.1, 583}, {"Nite Inn", "Universal Studios Area", "844-689-5739", 3.6, 292}, {"Best Western Plus Dragon Gate Inn", "Downtown Los Angeles", "", 3.8, 710}, {"Dusitd2 Hotel Constance Pasadena", "Pasadena", "844-691-4932", 4.4, 603}, {"Courtyard by Marriott Long Beach Downtown", "Long Beach", "", 4.1, 1024}, {"Shade Hotel Redondo Beach", "Beach Cities", "844-691-4937", 4.7, 145}, {"Best Western Plus Gateway Hotel Santa Monica", "Santa Monica", "844-700-0996", 3.9, 1794}, {"Petit Ermitage", "Beverly Hills - West Hollywood", "844-691-4938", 4.4, 956}, {"Comfort Inn Near Old Town Pasadena in Eagle Rock", "Los Angeles", "844-700-0995", 4.1, 655}, {"Extended Stay America - Los Angeles - South", "Gardena", "", 3.1, 649}, {"Century Park Hotel", "Beverly Hills - West Hollywood", "844-864-3190", 3.9, 449}, {"Magic Castle Hotel", "Hollywood", "844-688-1648", 4.5, 1139}, {"Residence Inn by Marriott Beverly Hills", "Beverly Hills - West Hollywood", "", 4.1, 541}, {"JW Marriott Los Angeles L.A. LIVE", "Downtown Los Angeles", "844-688-1653", 4.5, 1414}, {"Ramada Inn Burbank Airport", "San Fernando", "844-688-1655", 3.0, 2906}, {"Royal Place Westwood", "Bel Air - Westwood", "844-689-5653", 4.0, 1394}, {"Embassy Suites Los Angeles - Glendale", "Glendale", "844-689-5676", 4.3, 1140}, {"Homewood Suites by Hilton Los Angeles International Airport", "Los Angeles Intl. (LAX)", "", 3.0, 2}, {"The Belamar", "Beach Cities", "844-689-5733", 4.3, 1379}, {"Palm Motel", "Santa Monica", "844-689-5734", 3.1, 285}, {"W Hollywood", "Hollywood", "844-689-5736", 4.1, 998}, {"VanIlee Hotel and Suites", "Covina", "844-689-5738", 3.2, 1768}, {"O Hotel", "Downtown Los Angeles", "844-689-5739", 3.7, 1616}, {"InterContinental Los Angeles Downtown", "Downtown Los Angeles", "844-691-4928", 4.1, 39}, {"Mr. C Beverly Hills", "Beverly Hills - West Hollywood", "844-691-4930", 4.5, 705}, {"Terranea - L.A.'s Oceanfront Resort", "Rancho Palos Verdes", "844-691-4935", 4.6, 913}, {"El Royale Hotel Near Universal Studios Hollywood", "Universal Studios Area", "844-691-4934", 4.6, 1312}, {"Manhattan Beach Marriott", "Beach Cities", "844-691-4937", 4.2, 795}, {"Travelodge Los Angeles Airport South", "Los Angeles Intl. (LAX)", "844-700-0996", 3.1, 2415}, {"Glen Capri Inn & Suites Winchester", "Glendale", "844-691-4938", 3.6, 148}, {"HYATT house Los Angeles LAX/El Segundo", "El Segundo", "844-700-0995", 4.3, 1648}, {"Beach House Hotel at Hermosa Beach", "Beach Cities", "844-663-2281", 4.6, 660}, {"Quality Inn Downey", "Downey", "844-664-3190", 3.5, 76}, {"Cambria Hotel & Suites LAX", "Los Angeles Intl. (LAX)", "844-688-1648", 4.5, 159}, {"Garden Suite Hotel", "Downtown Los Angeles", "844-664-3190", 3.2, 919}, {"Kimpton Hotel Wilshire", "Beverly Hills - West Hollywood", "844-688-1648", 4.2, 677}, {"Hampton Inn & Suites Agoura Hills", "Agoura Hills", "", 4.5, 575}, {"Super 8 - Inglewood/Lax/LA Airport", "Los Angeles Intl. (LAX)", "844-688-1653", 3.1, 861}, {"Howard Johnson Pasadena", "Pasadena", "844-688-1655", 3.9, 1387}, {"Hilton Los Angeles Airport", "Los Angeles Intl. (LAX)", "844-689-5653", 4.0, 5880}, {"The Wave Manhattan Beach", "Beach Cities", "844-689-5689", 3.0, 1314}, {"Geneva Motel", "Los Angeles Intl. (LAX)", "844-689-5733", 3.4, 117}, {"The Tangerine", "Universal Studios Area", "844-689-5734", 4.4, 1751}, {"Marriott Marina Del Rey", "Marina Del Rey", "844-689-5735", 4.1, 750}, {"Candlewood Suites LAX Hawthorne", "Los Angeles Intl. (LAX)", "", 4.2, 321}, {"Extended Stay America Los Angeles - La Mirada", "La Mirada", "844-689-5736", 3.6, 330}, {"Courtyard Los Angeles L.A. LIVE", "Downtown Los Angeles", "844-689-5739", 4.3, 279}, {"Hi View Inn & Suites", "Beach Cities", "844-691-4928", 4.0, 179}, {"Redondo Pier inn", "Beach Cities", "844-691-4932", 3.1, 379}, {"Warner Center Marriott Woodland Hills", "San Fernando", "844-691-4931", 4.2, 923}, {"Montage Beverly Hills", "Beverly Hills - West Hollywood", "844-691-4930", 4.5, 152}, {"Comfort Inn", "Downtown Los Angeles", "844-691-4935", 3.9, 790}, {"Sheraton Cerritos Hotel", "Cerritos", "844-700-0996", 4.2, 1071}, {"Best Western Plus LA Mid Town Hotel", "Downtown Los Angeles", "844-691-4938", 3.5, 1612}, {"Cinema Suites Bed & Breakfast", "Beverly Hills - West Hollywood", "844-700-0995", 3.9, 405}, {"The Los Angeles Athletic Club", "Downtown Los Angeles", "", 4.3, 852}, {"Best Western Markland Hotel", "Monterey Park", "844-664-3190", 3.7, 657}, {"Santa Clarita Motel", "Santa Clarita - Magic Mountain", "844-688-1648", 3.8, 685}, {"Homewood Suites by Hilton Los Angeles Redondo Beach", "Beach Cities", "844-688-1651", 4.5, 32}, {"Crowne Plaza Redondo Beach and Marina", "Beach Cities", "", 4.2, 2151}, {"Good Nite Inn Sylmar", "San Fernando", "844-688-1655", 3.2, 2917}, {"Miyako Hotel Los Angeles", "Downtown Los Angeles", "844-689-5653", 4.0, 1860}, {"Crowne Plaza Hotel Los Angeles Commerce Casino", "Commerce", "844-689-5676", 4.0, 553}, {"Days Inn Glendale", "Glendale", "844-689-5689", 3.4, 1671}, {"Hyatt Centric The Pike Long Beach", "Long Beach", "844-689-5733", 4.5, 1941}, {"Super 8 Los Angeles Airport", "Los Angeles Intl. (LAX)", "844-689-5736", 3.3, 1926}, {"Azul Inn West Los Angeles Century City", "Bel Air - Westwood", "844-689-5738", 3.7, 1436}, {"Holiday Inn Long Beach Downtown Area", "Long Beach", "844-689-5739", 3.6, 596}, {"Palihotel Melrose", "Beverly Hills - West Hollywood", "844-691-4928", 3.9, 415}, {"Best Wesern Plus Manhattan Beach Hotel", "Beach Cities", "844-691-4932", 4.2, 1323}, {"Motel 6 Los Angeles - Bellflower", "Bellflower", "844-691-4931", 3.3, 407}, {"Best Western Burbank Airport Inn", "San Fernando", "844-691-4930", 4.0, 539}, {"Super 8 Los Angeles", "Los Angeles", "844-691-4935", 4.1, 1137}, {"Metro Plaza Hotel", "Downtown Los Angeles", "844-691-4934", 3.6, 1498}, {"Oak Tree Inn", "Monrovia", "844-691-4937", 3.5, 877}, {"Ramada Inn Pasadena", "Pasadena", "844-700-0996", 3.4, 1553}, {"Lexen Hotel Hollywood", "Hollywood", "844-700-0995", 4.2, 114}, {"Cambria Hotel & Suites LAX", "Los Angeless Intl. (LAX)", "844-664-3190", 4.5, 159}, {"Hilton Garden Inn Los Angeles Montebello", "Montebello", "844-664-3190", 4.3, 817}, {"Sunburst Spa & Suites Motel", "Culver City", "844-688-1648", 3.5, 691}, {"Hilton Garden Inn Marina Del Rey", "Marina Del Rey", "844-688-1651", 4.1, 866}, {"Quality Inn Long Beach Airport", "Signal Hill", "844-688-1653", 3.1, 607}, {"The Dixie Hollywood", "Los Angeles", "844-688-1655", 3.3, 1788}, {"Residence Inn Los Angeles L.A. LIVE", "Downtown Los Angeles", "", 4.5, 288}, {"Super 8 Los Angeles Downtown", "Downtown Los Angeles", "844-689-5734", 3.8, 790}, {"Foghorn Harbor Inn", "Marina Del Rey", "844-689-5735", 4.0, 1052}, {"Travelodge Pasadena Central", "Pasadena", "844-689-5736", 3.0, 1393}, {"Langham Huntington, Pasadena, Los Angeles", "Pasadena", "844-689-5738", 4.6, 1527}, {"Best Western Hollywood Plaza Inn", "Hollywood", "844-689-5739", 3.8, 1664}, {"Knights Inn Los Angeles CA", "Downtown Los Angeles", "844-691-4928", 3.3, 576}, {"Extended Stay America Los Angeles - LAX Airport", "Los Angeles Intl. (LAX)", "844-691-4932", 3.2, 351}, {"Carlyle Inn", "Beverly Hills - West Hollywood", "844-691-4930", 3.9, 463}, {"Motel 6 Los Angeles - Rosemead", "Rosemead", "844-691-4935", 3.3, 323}, {"Hotel Bel-Air", "Bel Air - Westwood", "844-691-4934", 4.8, 194}, {"Days Inn Hollywood/Near Universal Studios", "Hollywood", "", 3.6, 2331}, {"Extended Stay America Los Angeles - Valencia", "Santa Clarita - Magic Mountain", "844-691-4938", 3.0, 531}, {"Travel Inn", "Downtown Los Angeles", "844-700-0995", 3.1, 182}, {"Casa Del Mar", "Santa Monica", "844-663-2281", 4.5, 269}, {"Travelodge Culver City", "Culver City", "844-664-3190", 3.9, 733}, {"Crimson Hotel", "Beach Cities", "844-688-1648", 3.1, 1431}, {"Grandview Inn", "Beach Cities", "844-688-1651", 4.2, 342}, {"Venice Suites", "Venice", "844-688-1655", 4.0, 519}, {"SIXTY Beverly Hills", "Beverly Hills - West Hollywood", "844-689-5653", 4.0, 506}, {"Days Inn and Suites South Gate", "South Gate", "844-689-5676", 3.1, 351}, {"Ontario Airport Hotel and Conference Center", "Ontario", "844-689-5689", 4.1, 1317}, {"Holiday Inn Express Hotel & Suites Santa Clarita", "Santa Clarita - Magic Mountain", "844-689-5733", 4.3, 1564}, {"Extended Stay America Los Angeles - Torrance Harbor Gateway", "Torrance", "844-689-5734", 3.4, 555}, {"Sheraton Pasadena Hotel", "Pasadena", "844-689-5735", 4.1, 1397}, {"Howard Johnson Inn and Suites Pico Rivera", "Pico Rivera", "844-689-5736", 3.6, 1312}, {"Hotel Shangri La Santa Monica", "Santa Monica", "844-689-5738", 4.1, 719}, {"Residence Inn by Marriott Torrance Redondo Beach", "Torrance", "844-689-5739", 4.2, 722}, {"Bayside Hotel", "Santa Monica", "844-691-4928", 3.7, 900}, {"Jamaica Bay Inn", "Marina Del Rey", "844-691-4932", 4.4, 1466}, {"LEVEL Furnished Living Suites", "Downtown Los Angeles", "", 4.7, 428}, {"Quality Inn & Suites Los Angeles Airport - LAX", "Los Angeles Intl. (LAX)", "844-691-4935", 3.4, 791}, {"Rotex Hotel", "Downtown Los Angeles", "844-691-4934", 3.1, 263}, {"Homeswood Suites by Hilton Agoura Hills", "Agoura Hills", "844-691-4937", 4.6, 931}, {"County Inn & Suites by Carlson, Ontario at Ontario Mills CA", "Ontario", "", 4.4, 1301}, {"JJ Grand Hotel - Wilshire", "Downtown Los Angeles", "844-691-4938", 3.0, 294}, {"Rodeway Inn & Suites Pasadena", "Pasadena", "844-700-0995", 3.3, 426}, {"Courtyard by Marriott Santa Monica", "Santa Monica", "844-663-2281", 4.1, 43}, {"The Kinney - Venice Beach", "Marina Del Rey", "844-688-1648", 4.4, 194}, {"Best Western Plus Hotel At The Convention Center", "Long Beach", "844-688-1651", 4.3, 2308}, {"SpringHill Suites Los Angeles Burbank/Downtown", "Burbank", "844-688-1653", 4.7, 416}, {"Inn at Playa del Rey", "Playa Del Rey", "844-689-5734", 4.7, 319}, {"Global Luxury Suites at Marina Del Rey", "Marina Del Rey", "844-689-5735", 4.0, 1}, {"Holiday Inn Express Van Nuys", "San Fernando", "844-689-5736", 4.0, 440}, {"Venice Beach Suites & Hotel", "Venice", "844-689-5738", 3.9, 543}, {"Hollywood Stars Inn", "Los Angeles", "844-689-5739", 3.1, 809}, {"Hollywood Celebrity Hotel", "Hollywood", "844-691-4928", 4.2, 1410}, {"Super 8 North Hollywood CA", "San Fernando", "844-691-4932", 3.5, 1000}, {"Colony Inn", "Universal Studios Area", "844-691-4931", 3.2, 506}, {"Diamond Inn", "San Fernando", "844-691-4930", 3.1, 86}, {"Rodeway Inn Near StubHub Center", "Gardena", "", 3.4, 266}, {"Hyatt Regency Long Beach", "Long Beach", "844-691-4934", 4.4, 2473}, {"Courtyard by Marriott Los Angeles Woodland Hills", "San Fernando", "844-691-4937", 4.3, 351}, {"Best Western Royal Palace Inn & Suites", "Bel Air - Westwood", "844-700-0996", 3.8, 1682}, {"Radisson Hotel Chatsworth", "San Fernando", "844-664-3190", 4.1, 548}, {"Hollywood Le Bon Hotel", "Hollywood", "844-688-1648", 3.3, 476}, {"Torrance Travelodge", "Torrance", "844-688-1651", 3.6, 916}, {"Americas Best Value Inn", "Downtown Los Angeles", "844-688-1653", 3.0, 538}, {"La Quinta Inn & Suites Pomona", "Pomona", "", 4.0, 520}, {"DoubleTree by Hilton Los Angeles - Norwalk", "Norwalk", "844-688-1655", 4.1, 817}, {"Courtyard by Mariott Los Angeles Burbank Airport", "Burbank", "", 4.4, 699}, {"Hotel Carmel", "Santa Monica", "844-689-5676", 3.4, 528}, {"Hollywood City Inn", "Los Angeles", "844-689-5689", 3.5, 1852}, {"Four Seasons Hotel Los Angeles at Westlake Village", "Westlake Village", "", 4.8, 506}, {"La Quinta Inn & Suites NE Long Beach/Cypress", "Hawaiian Gardens", "", 4.1, 677}, {"The Standard Hollywood", "Beverly Hills - West Hollywood", "844-689-5736", 3.6, 684}, {"Studio 6 Commerce CA", "Commerce", "844-689-5738", 3.6, 70}, {"Courtyard by Marriott Los Angeles Pasadena/Monrovia", "Monrovia", "844-689-5739", 4.3, 639}, {"JEWEL West LA/Santa Monica", "Los Angeles", "844-691-4928", 4.4, 21}, {"Comfort Inn Santa Monica - West Los Angeles", "Santa Monica", "844-691-4931", 3.7, 1005}, {"Mama Shelter Los Angeles", "Hollywood", "844-691-4934", 4.3, 316}, {"Days Inn Santa Monica", "Santa Monica", "844-691-4937", 3.3, 867}, {"Best Western Canoga Park Motor Inn", "San Fernando", "844-700-0996", 4.1, 220}, {"Best Western Redondo Beach Galleria Inn", "Beach Cities", "844-688-1648", 3.8, 596}, {"Holiday Inn Express Hotel & Suites Hollywood Walk of Fame", "Hollywood", "844-688-1651", 4.1, 1416}, {"Coral Sands Motel", "Los Angeles", "844-688-1653", 3.7, 2401}, {"Courtyard by Marriott Long Beach Airport", "Long Beach", "844-688-1655", 4.5, 691}, {"Ramada Inn Torrance", "Torrance", "844-689-5676", 3.4, 1006}, {"Super 8 - Hollywood/L.A. Area", "Los Angeles", "844-689-5689", 3.0, 846}, {"Rodeway Inn & Suites", "Bellflower", "844-689-5733", 3.1, 105}, {"Vagabond Inn Whittier", "Whittier", "844-689-5734", 3.8, 781}, {"Saharan Motor Hotel", "Los Angeles", "844-689-5735", 3.1, 473}, {"Hilton Garden Inn Los Angeles/Hollywood", "Hollywood", "844-689-5736", 4.1, 918}, {"Hotel Beverly Terrace", "Beverly Hills - West Hollywood", "844-689-5738", 4.0, 1096}, {"Motel 6 Los Angeles - Pomona", "Pomona", "844-689-5739", 3.0, 297}, {"Residence Inn Los Angeles Pasadena/Old Town", "Pasadena", "844-691-4928", 4.6, 124}, {"Extended Stay America Los Angeles - Torrance Del Amo Circle", "Torrance", "844-691-4932", 3.4, 738}, {"Hilton Long Beach Hotel", "Long Beach", "844-691-4931", 4.0, 1524}, {"LA Crystal Hotel", "Compton", "844-691-4930", 2.8, 256}, {"The Redondo Beach Hotel", "Beach Cities", "844-691-4934", 4.3, 1140}, {"Palm Garden Hotel", "Thousand Oaks", "844-691-4937", 4.0, 1830}, {"Chariot Inn", "Glendale", "844-700-0996", 3.8, 410}, {"Del Aire Inn", "Los Angeles Intl. (LAX)", "844-691-4938", 3.3, 47}, {"Doubletree by Hilton Whittier Los Angeles", "Whittier", "844-700-0995", 3.7, 1301}, {"The Crescent - Beverly Hills", "Beverly Hills - West Hollywood", "844-663-2281", 4.0, 515}, {"Royal Viking Motel", "Downtown Los Angeles", "844-664-3190", 3.1, 276}, {"Hotel Brandwood", "Glendale", "844-688-1648", 4.0, 1552}, {"Palihouse Santa Monica", "Santa Monica", "844-688-1651", 4.4, 220}, {"Extended Stay America Los Angeles - Long Beach Airport", "Long Beach", "844-688-1655", 3.2, 744}, {"Legend Hotel Hollywood", "Hollywood", "844-689-5653", 3.4, 354}, {"Oceana Beach Club Hotel", "Santa Monica", "844-689-5676", 4.5, 277}, {"Ramada Los Angeles/Downtown West", "Downtown Los Angeles", "844-689-5689", 3.3, 1315}, {"Super 8 Santa Clarita Valencia", "Santa Clarita - Magic Mountain", "844-689-5733", 3.3, 607}, {"Days Inn of West Covina", "West Covina", "844-689-5734", 3.2, 401}, {"Super 8 Long Beach", "Long Beach", "844-689-5735", 3.9, 1818}, {"Days Inn Whittier", "Whittier", "844-689-5736", 3.3, 904}, {"Holiday Inn Express West Los Angeles", "Bel Air - Westwood", "844-689-5738", 3.8, 488}, {"Hotel Royal", "Long Beach", "844-689-5739", 4.3, 106}, {"Hampton Inn & Suites by Hilton Los Angeles - Glendale", "Glendale", "844-691-4928", 4.3, 143}, {"DoubleTree by Hilton San Pedro - Port of Los Angeles", "San Pedro", "844-691-4932", 4.0, 800}, {"Motel 6 Los Angeles - Rowland", "Rowland Heights", "844-691-4931", 3.3, 321}, {"Sea View at the Beach", "Beach Cities", "844-691-4930", 4.2, 231}, {"The Rochester", "Bel Air - Westwood", "844-691-4935", 4.0, 2}, {"Holiday Inn Express Los Angeles Downtown West", "Downtown Los Angeles", "844-691-4934", 3.8, 495}, {"Hotel Le Reve Pasadena", "Pasadena", "844-691-4937", 3.1, 597}, {"Ramada Inn Chatsworth", "San Fernando", "844-700-0996", 3.4, 835}, {"Best Western Pasadena Inn", "Pasadena", "844-691-4938", 4.0, 684}, {"Best Western Plus Glendale", "Los Angeles", "844-700-0995", 3.7, 399}, {"Travelodge Sylmar CA", "San Fernando", "844-664-3190", 3.5, 1221}, {"Bevonshire Lodge Motel", "Beverly Hills - West Hollywood", "844-688-1648", 3.1, 79}, {"Quality Inn and Suites Walnut", "Walnut", "844-688-1651", 3.4, 264}, {"Howard Johnson Inn and Suites", "San Fernando", "844-688-1653", 3.9, 1209}, {"Residence Inn Los Angeles LAX / EL Segundo", "Los Angeles Intl. (LAX)", "844-688-1655", 4.3, 248}, {"DTLA Suite by Eleven", "Downtown Los Angeles", "844-689-5676", 4.7, 6}, {"Best Western Los Angeles Worldport Hotel", "Wilmington", "844-689-5689", 3.6, 304}, {"Courtyard by Marriott Baldwin Park", "Baldwin Park", "844-689-5733", 4.3, 571}, {"Howard Johnson Torrance", "Torrance", "844-689-5734", 3.6, 1206}, {"Econo Long Glendale", "Glendale", "844-689-5735", 3.7, 482}, {"Americas Best Value Inn & Suites-El Monte/Los Angeles", "El Monte", "844-689-5736", 3.5, 578}, {"Pacific Coast Inn", "Beach Cities", "844-689-5738", 3.3, 170}, {"Highland Gardens Hotel", "Hollywood", "844-689-5739", 3.2, 824}, {"Hilton Garden Inn Calabasas", "Calabasas", "844-691-4938", 4.4, 646}, {"Residence Inn by Marriott Los Angeles Burbank Downtown", "Burbank", "844-691-4932", 4.5, 300}, {"Hilton Pasadena", "Pasadena", "844-691-4931", 3.9, 1862}, {"The Peninsula Beverly Hills", "Beverly Hills - West Hollywood", "844-691-4930", 4.8, 228}, {"Quality Inn Near Hollywood Walk of Fame", "", "844-691-4935", 3.5, 718}, {"Holiday Inn Express Hotel & Suites Hermosa Beach", "Beach Cities", "844-691-4934", 4.3, 458}, {"Tarzana Inn", "San Fernando", "844-691-4937", 3.8, 347}, {"Holiday Inn Los Angeles Gateway", "Torrance", "844-700-0996", 4.2, 489}, {"Los Angeles Marriott Burbank Airport", "San Fernando", "844-691-4938", 4.2, 1740}, {"Days Inn Downey", "Downey", "844-700-0995", 3.9, 344}, {"Embassy Suites by Hilton Los Angeles - Downey", "Downey", "844-663-2281", 4.2, 1141}, {"Burbank Hills Studio New With Views of City Lights", "Burbank", "", 5.0, 3}, {"Hampton Inn & Suites Los Angeles/Santa Monica", "Santa Monica", "844-664-3190", 4.5, 111}, {"Georgian Hotel", "Santa Monica", "844-688-1648", 4.3, 1347}, {"American Inn", "Downey", "844-688-1651", 3.5, 198}, {"Long Beach Marriott", "Long Beach", "844-686-1653", 4.1, 785}, {"Coast Anabelle Hotel", "Universal Studios Area", "844-688-1655", 4.2, 714}, {"Hampton Inn & Suites Los Angeles Burbank Airport", "San Fernando", "844-689-5653", 4.4, 832}, {"Torrance Mariott Redondo Beach", "Torrance", "844-689-5676", 4.2, 644}, {"Ocean Lodge Santa Monica Beach Hotel", "Santa Monica", "844-689-5734", 3.6, 163}, {"Ellison Suites", "Venice", "844-689-5735", 3.0, 51}, {"Hollywood Luxury Community NoHo", "Universal Studios Area", "844-689-5736", 4.7, 37}, {"Cal Mar Hotel Suites", "Santa Monica", "844-689-5736", 3.4, 240}, {"RElax Inn Motel", "Los Angeles", "844-689-5739", 3.0, 42}, {"Days Inn and Suites Artesia", "Artesia", "844-691-4928", 3.7, 773}, {"Motel 6 Canoga Park CA", "San Fernando", "844-691-4932", 3.4, 398}, {"Redondo Inn and Suites", "Beach Cities", "844-691-4930", 3.6, 437}, {"Hilton Garden Inn Valencia Six Flags", "Santa Clarita - Magic Mountain", "", 4.3, 1289}, {"Center Lake Hotel", "Downtown Los Angeles", "844-691-4954", 4.0, 2}, {"Best Western Plus Executive Inn", "City of Industry", "844-691-4937", 3.9, 636}, {"Frank Sinatra/Roger Miller/Clint Walkers Woodland Hills Mansion", "San Fernando", "", 4.8, 52}, {"Holiday Inn Expense Hotel & Suites Woodland Hills", "San Fernando", "844-688-1648", 4.0, 608}, {"Los Angeles Adventurer All Suite Hotel at LAX", "Los Angeles Intl. (LAX)", "844-688-1653", 2.4, 4716}, {"The Angels Suites", "Downtown Los Angeles", "844-689-5653", 3.0, 44}, {"Ginosi GiGaro Apartel", "Downtown Los Angeles", "844-689-5676", 3.8, 281}, {"Ramada South El Monte", "South El Monte", "844-689-5689", 3.4, 358}, {"Motel 6 Los Angeles - Long Beach", "Long Beach", "844-689-5733", 3.5, 292}, {"Americas Best value inn & Suites-Granada Hills/Los Angeles", "San Fernando", "844-689-5734", 3.5, 210}, {"Hampton Inn & Suites Los Angeles/Sherman Oaks", "Universal Studios Area", "", 4.4, 488}, {"GreenTree Pasadena Inn", "Pasadena", "844-689-5736", 4.0, 1549}, {"Residence Inn by Marriott Long Beach", "Long Beach", "844-689-5738", 4.3, 481}, {"Welcome Inn", "Los Angeles", "844-691-4928", 3.5, 28}, {"Ontario Grand Inn & Suites", "Ontario", "844-691-4932", 3.3, 3960}, {"Motel 6 Los Angeles - Hacienda Heights", "Hacienda Heights", "844-691-4931", 3.1, 231}, {"Best Western Plus Media Center Inn & Suites", "Universal Studios Area", "844-691-4930", 4.2, 271}, {"Industry Inn & Suites", "City of Industry", "844-691-4935", 3.5, 87}, {"Motel 6 Los Angeles - Whittier", "Whittier", "844-691-4934", 3.1, 346}, {"Monterey Park Inn", "Monterey Park", "844-691-4937", 3.7, 452}, {"Regency Inn & Suites", "Downey", "844-700-0996", 3.4, 416}, {"Lincoln Park Motel", "Los Angeles", "844-691-4938", 3.3, 17}, {"Long Beach Convention Center Travelodge", "Long Beach", "844-663-2281", 3.1, 803}, {"Comfort Inn & Suites Near Universal - N. Hollywood - Burbank", "San Fernando", "844-664-3190", 4.0, 653}, {"Dunes Inn Wilshire", "Downtown Los Angeles", "844-688-1648", 3.0, 530}, {"Los Angeles LAX Apartments", "Los Angeles Intl. (LAX)", "844-688-1651", 3.5, 11}, {"Staybridge Suite Torrance/Redondo Beach", "Torrance", "844-688-1653", 4.3, 774}, {"Motel 6 Long Beach International City", "Long Beach", "844-688-1655", 3.1, 222}, {"Best Western Pasadena Royale Inn & Suites", "Pasadena", "844-689-5653", 4.0, 953}, {"The Ambrose", "Santa Monica", "844-689-5676", 4.4, 201}, {"Hartford Hotel", "Rosemead", "844-689-5689", 4.0, 1}, {"Topanga Canyon Inn Bed and Breakfast", "Topanga", "844-689-5733", 4.4, 157}, {"Canoga Hotel", "San Fernando", "844-689-5734", 3.5, 60}, {"Tuck Hotel", "Downtown Los Angeles", "844-689-5735", 4.3, 9}, {"Residence Inn by Marriott Downtown Long Beach", "Long Beach", "844-689-5736", 4.4, 550}, {"Holiday Inn Express Hotel and Suites Pasadena-Colorado Blvd", "Pasadena", "844-689-5736", 4.1, 637}, {"Hampton Inn Los Angeles-Santa Clarita", "Santa Clarita - Magic Mountain", "844-689-5739", 4.6, 1340}, {"Ramada Hawthorne/LAX", "Los Angeles Intl. (LAX)", "844-691-4928", 2.5, 1716}, {"Ramada Limited Redondo Beach", "Beach Cities", "844-691-4932", 3.5, 1191}, {"Best Western Plus West Covina Inn", "West Covina", "844-691-4931", 4.0, 1291}, {"Americas Best Value Inn", "Rancho Palos Verdes", "844-691-4930", 3.7, 185}, {"Extended Stay America Los Angeles - Carson", "Carson", "844-691-4935", 3.2, 424}, {"Motel 6 Norwalk", "Norwalk", "844-691-4934", 3.3, 292}, {"Hotel Current", "Long Beach", "844-691-4937", 4.0, 1506}, {"Garden Inn", "San Gabriel", "844-700-0996", 3.0, 125}, {"Best Western Plus Avita Suites", "Torrance", "844-664-3190", 4.4, 690}, {"Dunes Inn Sunset", "Holywood", "844-688-1648", 3.5, 822}, {"Quality Inn", "Rosemead", "844-688-1651", 4.0, 466}, {"Travel Inn Motel", "Los Angeles", "844-688-1653", 3.7, 77}, {"Staples Center Inn", "Downtown Los Angeles", "844-688-1655", 3.3, 58}, {"Brentwood Inn", "Bel Air - Westwood", "844-689-5689", 4.4, 351}, {"Portofino Inn Burbank", "Burbank", "844-689-5733", 3.7, 1208}, {"Comfort Inn Monterey Park", "Monterey Park", "844-689-5734", 3.6, 582}, {"Sunset Tower Hotel", "Beverly Hills - West Hollywood", "844-689-5736", 4.5, 240}, {"Extended Stay America Los Angeles - Torrance", "Torrance", "844-689-5738", 3.2, 550}, {"Value Inn Bellflower", "Bellflower", "844-689-5739", 3.1, 97}, {"Mini Mansion in Hollywood Hills", "Universal Studios Area", "844-691-4928", 3.7, 119}, {"The Ritz-Carlton, Los Angeles", "Downtown Los Angeles", "844-691-4932", 4.6, 281}, {"Pasadena Casa Luna", "Atladena", "", 4.7, 12}, {"Holiday Inn Diamond Bar", "Diamond Bar", "844-691-4931", 3.8, 360}, {"The Mayfair Hotel Los Angeles", "Downtown Los Angeles", "844-691-4930", 2.9, 2870}, {"Super 8 - Pasadena/LA Area", "Pasadena", "844-691-4935", 3.5, 651}, {"Safari Inn, a Coast Hotel", "Universal Studios Area", "844-691-4934", 3.9, 2182}, {"The Hotel Universal/Hollywood, an Ascend Hotel Collection", "Universal Studios Area", "844-700-0996", 3.5, 372}, {"Super 8 Torrance LAX Airport Area", "Torrance", "844-683-2281", 3.4, 527}, {"Rodeway Inn & Suites Pacific Coast Highway", "Harbor City", "844-664-3190", 3.8, 235}, {"Friendly Hills Inn", "Whittier", "844-688-1648", 4.2, 214}, {"The M Malibu", "Malibu", "844-688-1651", 3.0, 87}, {"Extended Stay America Los Angeles - Monrovia", "Monrovia", "844-688-1653", 3.3, 450}, {"Rodeway Inn", "Los Angeles", "844-688-1655", 3.2, 536}, {"Su Casa at Venice Beach", "Venice", "844-689-5653", 3.5, 93}, {"TownePlace Suites Los Angeles LAX/Manhattan Beach", "Hawthorne", "844-689-5676", 4.2, 76}, {"Quality Inn and Suites Hermosa Beach", "Beach Cities", "844-689-5689", 4.0, 634}, {"The Varden-A Boutique Hotel", "Long Beach", "844-689-5733", 4.2, 721}, {"Palihouse West Hollywood", "Beverly Hills - West Hollywood", "", 4.2, 193}, {"Fairfield Inn Santa Clarita Valencia", "Santa Clarita - Magic Mountain", "844-689-5735", 4.5, 527}, {"East West Hotel", "Downtown Los Angeles", "844-689-5739", 2.7, 343}, {"Azusa INN Motel", "La Puente", "844-691-4926", 3.5, 37}, {"El Rancho Inn Hawthorne", "Los Angeles Intl. (LAX)", "844-691-4932", 3.3, 37}, {"Hyde Park", "Los Angeles", "844-664-3190", 3.5, 34}, {"Fairfield Inn & Suites Los Angeles Rosemead", "", "844-688-1648", 4.1, 54}, {"Comfort Suites Stevenson Ranch", "Santa Clarita - Magic Mountain", "844-688-1651", 4.2, 1054}, {"Inglewood Plaza Inn", "Los Angeles Intl. (LAX)", "844-688-1653", 2.5, 375}, {"Garden Inn & Suites", "Glendora", "844-688-1655", 3.8, 250}, {"Downtown LA Live Suites", "Downtown Los Angeles", "844-689-5676", 3.4, 101}, {"Jolly Roger Hotel", "Marina Del Rey", "844-689-5689", 3.5, 236}, {"Renaissance Long beach Hotel", "Long Beach", "844-689-5733", 4.3, 902}, {"Malibu Country Inn", "Malibu", "844-689-5735", 3.8, 76}, {"Ramada Ltd Marina Del Rey CA", "Marina Del Rey", "844-689-5736", 3.8, 601}, {"Econo Lodge Pico Rivera", "Pico Rivera", "844-689-5738", 3.0, 158}, {"Comfort Inn Near Hollywood Walk of Fame", "Hollywood", "844-689-5739", 3.6, 1118}, {"Hampton Inn & Suites, Hermosa Beach", "Beach Cities", "844-691-4928", 4.4, 185}, {"Lambert Inn", "Whittier", "844-691-4932", 3.0, 151}, {"Comfort Inn Near Pasadena Civic", "Pasadena", "844-691-4931", 4.0, 430}, {"Americas Best Value Inn Pico Rivera/East Los Angeles", "Pico Rivera", "844-691-4930", 3.0, 120}, {"Lynwood Century Freeway Travelodge", "Lynwood", "844-691-4935", 3.6, 523}, {"Jerry's Motel", "Downtown Los Angeles", "844-691-4934", 4.1, 396}, {"Holiday Inn Express North Hollywood - Burbank Area", "Universal Studios Area", "844-691-4937", 4.4, 402}, {"Sheraton Fairplex Hotel & Conference Center", "Pomona", "844-700-0996", 4.4, 609}, {"Redondo Beach Charm House", "Beach Cities", "", 4.6, 29}, {"Santa Monica Motel", "Santa Monica", "844-691-4936", 3.1, 690}, {"Extended Stay America Los Angeles - Burbank Airport", "Burbank", "844-700-0995", 3.2, 1066}, {"Americas Best Value Inn-Los Angeles/Hollywood", "Downtown Los Angeles", "844-663-2281", 3.4, 188}, {"Quality Inn & Suites, Thousand Oaks", "Thousand Oaks", "844-664-3190", 3.7, 806}, {"Angels Motel Pico Rivera", "Pico Rivera", "844-688-1648", 3.0, 141}, {"Quality Inn Near City of Hope", "Monrovia", "844-688-1651", 3.3, 168}, {"Ambassador Inn Alhambra", "Alhambra", "844-688-1653", 3.0, 193}, {"Hollywood Inn Express LAX", "Los Angeles Intl. (LAX)", "844-688-1655", 3.0, 339}, {"Embassy Suites by Hilton Valencia - Downtown", "Santa Clarita - Magic Mountain", "844-689-5653", 4.4, 1162}, {"Holiday Inn Long Beach Airport Hotel and Conference Center", "Long Beach", "844-689-5676", 3.9, 194}, {"Ontario Gateway Hotel", "Ontario", "844-689-5689", 3.5, 928}, {"Casa Bella Inn", "Downtown Los Angeles", "844-689-5733", 3.4, 65}, {"Boutique 444", "Venice", "", 4.4, 97}, {"Vagabond Inn San Pedro", "San Pedro", "844-689-5735", 3.2, 628}, {"Knights Inn Woodland Hills", "San Fernando", "844-689-5736", 3.6, 498}, {"Wellworth Apartments", "Bel Air - Westwood", "844-689-5738", 2.5, 2}, {"Shade Hotel", "Beach Cities", "844-689-5739", 4.6, 41}, {"Culver City Central And Modern With Parking", "Los Angeles", "", 3.0, 2}, {"La Quinta Inn & Suites Thousand Oaks Newbury Park", "Thousand Oaks", "", 3.3, 708}, {"Rio Motor Palace Inn", "Los Angeles", "844-664-3190", 3.0, 2}, {"Rodeway Inn & Suites", "Lynwood", "844-688-1651", 3.5, 37}, {"Casa Bell Motel", "Los Angeles Intl. (LAX)", "844-688-1653", 4.0, 1}, {"Rodeway Inn Los Angeles", "Beverly Hills - West Hollywood", "844-688-1655", 3.3, 331}, {"Rodeway Inn Hollywood", "Hollywood", "844-689-5653", 3.3, 381}, {"Burbank Inn and Suites", "Burbank", "844-689-5676", 3.9, 184}, {"Travelodge Commerce Los Angeles area", "Commerce", "844-689-5733", 3.1, 528}, {"Royal Century Hotel", "Los Angeles Intl. (LAX)", "844-689-5734", 2.3, 1137}, {"Rodeway Inn Convention Center", "Downtown Los Angeles", "844-689-5736", 2.3, 337}, {"Eagle Rock Motel", "Los Angeles", "844-689-5738", 3.4, 44}, {"El Patio Inn", "Universal Studios Area", "844-689-5739", 3.2, 63}, {"Best Western Plus Thousand Oaks", "Thousand Oaks", "844-691-4931", 3.3, 224}, {"Super 8 Azusa", "Azusa", "844-691-4930", 3.5, 168}, {"Best Western Plus Route 66 Glendora Inn", "Glendora", "844-691-4935", 4.3, 275}, {"Mission Motel Lynwood", "Lynwood", "844-691-4934", 3.3, 16}, {"The Charlie Hotel", "Beverly Hills - West Hollywood", "844-691-4937", 4.6, 114}, {"Park Motel", "Los Angeles", "844-688-1648", 3.3, 4}, {"Del Amo Inn", "Torrance", "844-688-1651", 3.1, 21}, {"Best Western Diamond Bar Hotel & Suites", "Diamond Bar", "844-688-1655", 3.5, 647}, {"Sand's Motel", "South Gate", "844-689-5653", 4.1, 9}, {"Comfort Inn - Woodland Hills", "San Fernando", "844-664-3190", 3.8, 447}, {"Econo Lodge Long Beach", "Long Beach", "844-688-1648", 3.2, 324}, {"The Ginosi Hollywood & Highland Apartel", "Hollywood", "844-688-1651", 3.5, 6}, {"Rodeway Inn Regalodge", "Glendale", "844-688-1653", 3.2, 164}, {"Courtyard by Marriott LA Hacienda Heights/Orange County", "Hacienda Heights", "", 4.2, 364}, {"Staybridge Suites Chatsworth", "San Fernando", "844-689-5689", 4.3, 449}, {"Motel 6 Los Angeles - San Dimas", "San Dimas", "844-689-5733", 3.5, 318}, {"Hollywood Orchid Suites", "Hollywood", "844-689-5734", 4.4, 1188}, {"Fairfield Inn & Suites by Marriott Los Angeles West Covina", "West Covina", "844-689-5735", 4.3, 251}, {"Mountain Inn", "Ontario", "844-689-5736", 3.3, 108}, {"Hotel Seville", "Ontario", "844-689-5738", 3.5, 832}, {"The Sherman", "Universal Studios Area", "844-689-5739", 2.4, 392}, {"Comfort Inn Near FairPlex", "Pomona", "844-691-4932", 4.2, 812}, {"Ray W. Suites", "Hollywood", "844-691-4931", 3.2, 40}, {"Super 8 Canoga Park", "San Fernando", "844-691-4934", 3.5, 166}, {"Rodeway Inn Long Beach", "Long Beach", "844-700-0996", 4.0, 487}, {"Walnut Inn & Suites", "West Covina", "844-691-4938", 3.1, 257}, {"Residence Inn by Marriott La Mirada", "La Mirada", "844-700-0995", 4.3, 251}, {"Comfort Suites La Puente", "La Puente", "844-663-2281", 4.3, 313}, {"Modern Townhome Adjacent to Pasadena and LA", "Los Angeles", "", 4.4, 22}, {"Native Malibu", "Malibu", "844-664-3190", 4.1, 30}, {"Ginosi Hudson Apartel", "Hollywood", "844-688-1648", 3.0, 100}, {"Sea Rock Inn - Los Angeles", "Los Angeles", "844-688-1651", 3.0, 243}, {"Best Western San Dimas Hotel & Suites", "San Dimas", "844-688-1653", 4.5, 349}, {"Econo Lodge Carson near StubHub Center", "Carson", "844-689-5653", 3.1, 112}, {"Courtyard by Marriott Thousand Oaks", "Thousand Oaks", "844-689-5676", 4.4, 469}, {"Clamigos Guest Ranch and Beach Club", "Malibu", "844-664-3190", 4.6, 99}, {"Eagle Inn Motel", "Long Beach", "844-688-1651", 3.4, 69}, {"Town House Motel", "Lynwood", "844-688-1653", 4.4, 11}, {"Oak Park Motel", "Monrovia", "844-688-1655", 3.7, 23}, {"Americas Best Value Inn Pasadena/Arcadia", "Pasadena", "844-689-5653", 3.0, 219}, {"Studio 8 Los Angeles Alhambra", "Los Angeles", "844-689-5676", 3.3, 472}, {"DoubleTree by Hilton Carson", "Carson", "844-689-5734", 4.2, 497}, {"Americas Best Value inn-Azusa/Pasadena", "Azusa", "844-689-5736", 3.3, 123}, {"Extended Stay America - Los Angeles - Woodland Hills", "San Fernando", "", 2.7, 546}, {"Comfort Inn & Suites Near Long Beach Convention Cneter", "Long Beach", "844-689-5739", 3.8, 364}, {"Knights Inn Claremont", "Claremont", "844-691-4928", 3.1, 393}, {"Residence Inn by Marriott Santa Clarita/Valencia", "Santa Clarita - Magic Mountain", "844-691-4932", 4.4, 102}, {"Travelodge Chatsworth", "San Fernando", "844-691-4931", 2.8, 768}, {"Stardust Motel Azusa", "Azusa", "844-691-4930", 3.0, 227}, {"Motel 6 Los Angeles - Arcadia - Pasadena Area", "Pasadena", "844-691-4935", 3.3, 26}, {"Adventurer Hotel Los Angeles LAX", "Los Angeles Intl. (LAX)", "", 2.4, 1337}, {"Hotel Maya - a DoubleTree by Hilton Hotel", "Long Beach", "844-700-0996", 4.2, 1764}, {"Budget Inn La Puente", "La Puente", "844-691-4936", 3.5, 139}, {"Red Roof Inn Ontario Airport", "Ontario", "844-700-0995", 3.2, 881}, {"Rodeway Inn Near L.A. Live", "Huntington Park", "844-663-2281", 2.8, 791}, {"Beachrunner's Inn", "Long Beach", "844-688-1653", 4.4, 185}, {"Americas Best Value Inn Thousand Oaks", "Thousand Oaks", "844-689-5653", 3.8, 114}, {"Clover Motel", "Lynwood", "844-689-5676", 4.0, 5}, {"Cloud 9 Inn LAX", "Los Angeles Intl. (LAX)", "", 2.2, 345}, {"Extended Stay America Los Angeles - Ontario Airport", "Ontario", "844-664-3190", 3.0, 293}, {"Sunrise Hotel San Pedro", "San Pedro", "844-688-1648", 3.3, 1368}, {"American Inn Ontario", "Ontario", "844-688-1651", 3.2, 36}, {"Motel 6 Los Angeles - Van Nuys/North Hills", "San Fernando", "844-689-5653", 2.8, 413}, {"La Ramona Motel", "Downtown Los Angeles", "844-689-5689", 2.3, 85}, {"Americas Best Value Inn-South Gate/Downey", "South Gate", "844-689-5733", 3.1, 38}, {"Stillwell Hotel", "Downtown Los Angeles", "844-689-5734", 2.7, 1127}, {"Hacienda Inn", "La Puente", "844-689-5735", 3.3, 29}, {"Days Inn Airport Center LAX", "Los Angeles Intl. (LAX)", "844-689-5736", 2.8, 693}, {"Hotel Silver Lake Los Angeles", "Downtown Los Angeles", "844-689-5738", 2.7, 438}, {"Motel 6 Thousand Oaks South", "Thousand Oaks", "844-689-5739", 3.6, 903}, {"Best Western Plus Ontario Airport & Convention Center", "Ontario", "844-691-4932", 4.1, 1020}, {"Hyatt Place Ontario/Rancho Cucamonga", "Ontario", "844-691-4931", 4.4, 1033}, {"Travelodge Rosemead", "Rosemead", "844-691-4934", 3.2, 101}, {"Ontario Inn & Suites", "Montclair", "844-691-4937", 3.5, 426}, {"Folk Inn Ontario Airport", "Ontario", "844-700-0996", 3.7, 307}, {"Americas Best Value inn and Suites - LAX/El Segundo", "Los Angeles Intl. (LAX)", "844-691-4938", 2.8, 757}, {"Claremont Hotel", "Bel Air - Westwood", "844-700-0995", 2.5, 31}, {"El Royale Gardens Near Universal Studios", "Universal Studios Area", "844-663-2281", 4.8, 87}, {"Economy Inn Hollywood", "Los Angeles", "844-664-3190", 2.9, 173}, {"Value Inn Hollywood", "Los Angeles", "844-688-1648", 2.6, 230}, {"County Inn", "Ontario", "844-688-1653", 3.1, 30}, {"Holiday Inn Express Hotel & Suites San Dimas", "San Dimas", "844-688-1655", 4.3, 211}, {"Tower Motel Long Beach", "Long Beach", "844-689-5653", 3.0, 466}, {"Hollywood Inn Express North", "Los Angeles", "844-689-5676", 2.8, 640}, {"LAX Suites", "Los Angeles Intl. (LAX)", "844-689-5689", 2.7, 278}, {"Travelodge Inn and Suites Gardena CA", "Gardena", "844-689-5733", 2.9, 279}, {"La Quinta Inn & Suites Ontario Airport", "Ontario", "", 3.9, 854}, {"Extended Stay America Los Angeles - San Dimas", "San Dimas", "844-689-5734", 3.4, 382}, {"Motel 6 Claremont CA", "Claremont", "844-688-1648", 3.6, 311}, {"Hollywood VIP Hotel", "Hollywood", "844-688-1651", 2.6, 1056}, {"Hollywood 7 Star Motel", "Los Angeles", "844-688-1653", 2.5, 305}, {"Motel 6 South El Monte", "South El Monte", "844-689-5676", 3.0, 42}, {"Rodeway Inn Culver City", "Los Angeles", "844-689-5689", 3.0, 42}, {"Holiday Inn Ontario Airport", "Ontario", "844-689-5733", 4.3, 750}, {"Hollywood Guest Inn", "Hollywood", "844-689-5734", 2.5, 206}, {"Fairfield Inn by Marriott Ontario", "Ontario", "844-689-5735", 4.3, 717}, {"Hotel Salina Long Beach", "Long Beach", "844-689-5736", 3.0, 10}, {"Holiway Inn Express and Suites Ontario Airport", "Ontario", "844-689-5739", 4.1, 149}, {"Motel 6 Ontario", "Ontario", "844-691-4928", 3.5, 225}, {"Comet Motel", "Los Angeles", "844-691-4931", 2.6, 57}, {"Marina 7 Motel", "Venice", "844-691-4930", 2.6, 170}, {"Cali-Inn", "Carson", "844-691-4935", 2.8, 19}, {"Beverly Inn", "Beverly Hills - Wst Hollywood", "844-691-4934", 2.8, 328}, {"Glen Capri Inn & Suites - Burbank Universal", "Glendale", "844-691-4937", 2.8, 362}, {"DoubleTree by Hilton Ontario", "Ontario", "844-700-0996", 4.2, 750}, {"Deluxe Inn Hawthorne", "Hawthorne", "844-691-4936", 3.0, 1}, {"Budget Inn", "Santa Fe Springs", "844-700-0995", 2.3, 386}, {"Palms Motel", "Pico Rivera", "844-664-3190", 3.7, 20}, {"Days Inn Torrance Redondo Beach", "Torrance", "844-688-1648", 2.9, 164}, {"Travel Inn", "San Fernando", "844-688-1651", 2.8, 290}, {"Days Inn Near Six Flags magic Mtn", "Santa Clarita - Magic Mountain", "844-688-1653", 2.5, 1077}, {"Embassy Suites Ontario Airport", "Ontario", "844-688-1655", 4.5, 538}, {"La Casa Inn", "Pasadena", "844-689-5653", 2.8, 516}, {"Norwalk Inn & Suites", "Norwalk", "844-689-5676", 3.3, 4}, {"American Inn & Suites LAX", "Los Angeles Intl. (LAX)", "844-689-5689", 2.1, 186}, {"Moonlite Inn Redondo Beach", "Beach Cities", "844-689-5733", 2.7, 221}, {"Lincoln Motel", "Pasadena", "844-689-5734", 2.4, 518}, {"Valley Hotel", "Rosemead", "844-689-5735", 2.9, 108}, {"Travelodge Whittier", "Whittier", "844-689-5736", 3.0, 336}, {"Hampton Inn & Suites Ontario", "Ontario", "844-689-5739", 4.4, 568}, {"Motel 6 Los Angeles - El Monte", "El Monte", "844-691-4928", 2.9, 200}, {"The Excelsior by Lei", "Artesia", "844-691-4932", 2.0, 62}, {"Oceana Marina Vacation Rental", "Marina Del Rey", "844-691-4931", 2.6, 62}, {"Rotex Western Inn", "Downtown Los Angeles", "844-691-4930", 2.8, 226}, {"Residence Inn Ontario Airport", "Ontario", "844-691-4935", 4.3, 265}, {"Rodeway Inn South Gate", "South Gate", "844-691-4934", 2.5, 111}, {"Best Western Plus InnSuites Ontario Airport E Hotel & Suites", "Ontario", "844-664-3190", 3.8, 1622}, {"Hollywood Roxy Hotel", "Los Angeles", "844-688-1648", 2.2, 101}, {"EC Motel", "Downtown Los Angeles", "844-688-1651", 2.8, 12}, {"Lido Hotel", "Huntington Park", "844-688-1653", 2.4, 182}, {"Claremont Lodge", "Claremont", "844-688-1655", 3.4, 237}, {"Vagabond Inn Convention Center Long Beach", "Long Beach", "844-889-5676", 2.7, 909}, {"Sheraton Ontario Airport Hotel", "Ontario", "844-689-5689", 4.1, 953}, {"Crenshaw Inn Motel", "Los Angeles", "844-689-5733", 2.7, 128}, {"Best Whittier Inn", "Whittier", "844-689-5734", 2.5, 241}, {"Vagabond Inn Hacienda Heights", "Hacienda Heights", "844-689-5735", 2.8, 92}, {"Comfort Suites Ontario Convention Center", "Ontario", "844-689-5736", 4.5, 565}, {"Alhambra Hotel", "Alhambra", "844-689-5736", 3.6, 5}, {"DoubleTree by Hilton Claremont", "Claremont", "844-659-5739", 4.3, 496}, {"Bellflower Travel Inn", "Bellflower", "844-691-4928", 2.2, 71}, {"Bokai Garden Hotel", "Rosemead", "844-691-4932", 2.2, 304}, {"Quality Inn Ontario Airport Convention Center", "Ontario", "844-691-4931", 3.9, 271}, {"Hampton Inn & Suites Thousand Oaks", "Thousand Oaks", "844-691-4930", 4.4, 705}, {"Hi-Way Host Motel", "Pasadena", "844-691-4935", 2.9, 39}, {"Five Star Inn West Covina", "West Covina", "844-691-4934", 2.7, 90}, {"Rodeway Inn Signal Hill", "Signal Hill", "844-691-4937", 2.7, 129}, {"Scottish Inns Whittier", "Whittier", "844-700-0996", 2.3, 167}, {"Ramada Ontario", "Ontario", "844-691-4938", 3.6, 654}, {"Flamingo Motel", "Lynwood", "844-700-0995", 2.0, 51}, {"Days Inn City Center Long Beach", "Long Beach", "844-663-2281", 2.9, 876}, {"Monterey Inn Hotel", "Wilmington", "844-664-3190", 3.2, 43}, {"Hyland Motel Long Beach", "Long Beach", "844-688-1648", 2.1, 177}, {"Good Knight Inn Motel", "San Fernando", "844-688-1651", 2.5, 73}, {"All Star Inn", "San Pedro", "844-688-1653", 2.9, 44}, {"Crescent Inn", "Wilmington", "844-688-1655", 2.7, 46}, {"Good Nite Inn", "Whittier", "844-689-5653", 2.3, 41}, {"Pacific Inn & Suites", "San Pedro", "844-689-5676", 2.8, 204}, {"Patio Motel", "Gardena", "844-689-5733", 2.3, 34}, {"Knights Inn Ontario", "Ontario", "844-689-5734", 2.6, 201}, {"Castaic Inn Near Six Flags Magic Mountain", "Santa Clarita - Magic Mountain", "844-689-5735", 3.1, 115}, {"Century Inn", "Los Angeles Intl. (LAX)", "844-689-5736", 2.4, 195}, {"Colonial Pool and Spa Motel", "Long Beach", "844-689-5738", 2.2, 121}, {"Hollywood Palms Inn and Suites", "Hollywood", "844-689-5739", 2.4, 319}, {"Days Inn Ontario Airport", "Ontario", "844-691-4932", 2.8, 184}, {"Royla Motel", "Pomona", "844-691-4931", 2.5, 55}, {"Bartlett Motel", "Lomita", "844-691-4930", 2.2, 35}, {"Hotel Del Flores", "Beverly Hills - West Hollywood", "844-691-4935", 2.5, 463}, {"Walls Motel Long Beach", "Long Beach", "844-691-4934", 2.6, 211}, {"Rodeway Inn Magic Mountain Area", "Santa Clarita - Magic Mountain", "844-691-4937", 2.6, 816}, {"Economy Inn Motel Sylmar", "San Fernando", "844-700-0996", 2.9, 104}, {"Travelodge Ontario", "Ontario", "844-691-4936", 2.3, 213}, {"Regal Inn Los Angeles", "Los Angeles", "844-700-0995", 2.7, 40}, {"Travel Plaza Inn", "Compton", "844-663-2281", 2.8, 24}, {"Seaport Marina Hotel", "Long Beach", "844-664-3190", 2.4, 433}, {"Plaza Hotel Gardena", "Gardena", "844-664-3190", 2.0, 28}, {"Holiday Lodge", "Downtown Los Angeles", "844-688-1648", 2.3, 140}, {"Lincoln Plaza Hotel", "Monterey Park", "844-688-1651", 2.7, 635}, {"Deluxe Motel", "Pomona", "844-688-1653", 2.6, 45}, {"Carlton Motel Long Beach", "Long Beach", "844-688-1655", 2.6, 296}, {"Royal Inn Motel Long Beach", "Long Beach", "844-689-5676", 2.9, 373}, {"Pasadena Rose Inn", "Pasadena", "844-689-5689", 2.1, 55}, {"Dynasty Inn-Gardena", "Gardena", "844-689-5733", 2.1, 37}, {"Eastsider Motel", "Downtown Los Angeles", "844-689-5734", 2.2, 45}, {"Courtyard Los Angeles L.A. LIVE", "Downtown Los Angeles", "844-663-2281", 4.3, 279}, {"Renaissance Long Beach Hotel", "Long Beach", "844-688-648", 4.3, 902}, {"Sheraton Universal Hotel", "Universal Studios Area", "844-663-2281", 3.7, 2544}, {"The Bicycle Hotel & Casino", "Bell Gardens", "844-664-3190", 4.5, 505}, }; // Best hotels overall for(Hotel h : hotels) { if(h.rating > 4.5 && h.reviews > 100) { cout << h.name << ", " << h.rating << ", " << h.reviews << endl; } } // Find hotels by area of interest vector<string> areas_of_interest = {"Los Angeles Intl. (LAX)", "Downtown Los Angeles", "Hollywood", "Santa Clarita - Magic Mountain", "Pasadena", "Glendale", "San Fernando"}; for(auto area : areas_of_interest) { cout << area << endl; for(Hotel h : hotels) { if(h.area == area && h.rating >= 3.5 && h.reviews > 30) { cout << h.name << ", " << h.rating << ", " << h.reviews << endl; } } } return 0; }

Note that by default the data you see here isn't free of duplicates, but this is the way that Orbitz provides it—some hotels appear repeatedly throughout several pages, others are promoted to the top or bottom positions on each page, the results can also be mixed with advertisements or separated by offers that are about individual apartments, which are not exactly hotels. Spending time to remove duplicates may not be justified on such a small dataset that we will use only once. Even by moving from one page to another, we might notice that while we capture the data, someone might have left another review and if we were to capture this data again later, it wouldn't be considered a duplicate, but a new version. This means that we can use the data only once as it won't be accurate tomorrow. For the same reason the data doesn't contain information about hotel room prices as these are subject to constant fluctuation and depend on promotions and availability constraints.

Due to the duplicates, here it is more appropriate to first filter the data and then remove them as they would be discovered more easily. Once we have clean results, we can visualize which hotels in the Los Angeles area tend to be most liked currently. What we are looking for are ones that appear as close to the top right of the figure as possible.

Ratings and reviews of the highest ranked hotels in the Los Angeles area, according to Orbitz

We see that the Four Seasons Hotel Los Angeles at Westlake Village has an average rating of 4.8 stars from over 500 reviews. While such a hotel may cost extra, the experience may be worth it. Langham Huntington has over 1500 reviews at an average rating of 4.6 stars, which is also great. There are also many other great hotels which appear in this list.

But we might also be interested to find hotels by area. Suppose that the traveler arrives tired at the Los Angeles International Airport (LAX), perhaps due to a long flight. It would be inappropriate to recommend them hotels that are too far from their current location, when all they are looking for is to wake up the next morning.

Ratings and reviews of hotels in the area of the Los Angeles International Airport, according to Orbitz

We see that Hilton Los Angeles Airport has a rating of 4.0, so it seems that for many people (almost 6000 ratings) it looks like a safe choice. Travelodge Hotel at LAX Airport has even more reviews, yet its rating is only 3.6 stars. At the other opposite is Cambria Hotel & Suites LAX with 4.5 stars but from relatively few ratings. Whether it would be a risk or not to go there is something everyone has to decide for themselves.

What about hotels in downtown Los Angeles?

Ratings and reviews of hotels in downtown Los Angeles, according to Orbitz

Omni Los Angeles Hotel at California Plaza seems to be very close to the top right—having both high rating from very high number of reviews relative to other hotels. Yet, this doesn't mean that other hotels have to be neglected as they may have their own advantages. For instance, one hotel is labeled LIVE, which may mean that there might be live performances or a cultural program. Another has the words athletic club, so it may offer extensive fitness equipment. It is better that the traveler knows exactly what they are looking for.

Which hotels have been labeled as being in Hollywood?

Ratings and reviews of hotels in Hollywood, according to Orbitz

Which hotels in Long Beach can a traveler choose from?

Ratings and reviews of hotels in Hollywood, according to Orbitz

Santa Clarita, San Fernando, Pasadena, Glendale?

Ratings and reviews of hotels in Santa Clarita, according to Orbitz Ratings and reviews of hotels in San Fernando, according to Orbitz Ratings and reviews of hotels in Pasadena, according to Orbitz Ratings and reviews of hotels in Glendale, according to Orbitz

It is interesting that in some areas, like Glendale for instance, the competition in Orbitz isn't that well developed, which may allow individual hotels to reach a much wider audience than if they were in a region more densely populated with hotels. We see that some hotels already use this to their advantage.

It is not very useful to know which hotels are most liked if they are frequently the most expensive or the least accessible to the average person. The special offers that Orbitz makes enable everyone to check whether the listed hotels intersect with their list of favorites obtained through analysis and from personal experiences—if so, the offer could be an interesting one.

This bit has shown that a feature-rich dataset could enable us to filter according to any criteria we might have, with subsequent visualization. Yet, it is not sufficient or appropriate for general purpose recommendation.