| \n", " | id | \n", "listing_url | \n", "scrape_id | \n", "last_scraped | \n", "source | \n", "name | \n", "description | \n", "neighborhood_overview | \n", "picture_url | \n", "host_id | \n", "host_url | \n", "host_name | \n", "host_since | \n", "host_location | \n", "host_about | \n", "host_response_time | \n", "host_response_rate | \n", "host_acceptance_rate | \n", "host_is_superhost | \n", "host_thumbnail_url | \n", "host_picture_url | \n", "host_neighbourhood | \n", "host_listings_count | \n", "host_total_listings_count | \n", "host_verifications | \n", "host_has_profile_pic | \n", "host_identity_verified | \n", "neighbourhood | \n", "neighbourhood_cleansed | \n", "neighbourhood_group_cleansed | \n", "latitude | \n", "longitude | \n", "property_type | \n", "room_type | \n", "accommodates | \n", "bathrooms | \n", "bathrooms_text | \n", "bedrooms | \n", "beds | \n", "amenities | \n", "price | \n", "minimum_nights | \n", "maximum_nights | \n", "minimum_minimum_nights | \n", "maximum_minimum_nights | \n", "minimum_maximum_nights | \n", "maximum_maximum_nights | \n", "minimum_nights_avg_ntm | \n", "maximum_nights_avg_ntm | \n", "calendar_updated | \n", "has_availability | \n", "availability_30 | \n", "availability_60 | \n", "availability_90 | \n", "availability_365 | \n", "calendar_last_scraped | \n", "number_of_reviews | \n", "number_of_reviews_ltm | \n", "number_of_reviews_l30d | \n", "first_review | \n", "last_review | \n", "review_scores_rating | \n", "review_scores_accuracy | \n", "review_scores_cleanliness | \n", "review_scores_checkin | \n", "review_scores_communication | \n", "review_scores_location | \n", "review_scores_value | \n", "license | \n", "instant_bookable | \n", "calculated_host_listings_count | \n", "calculated_host_listings_count_entire_homes | \n", "calculated_host_listings_count_private_rooms | \n", "calculated_host_listings_count_shared_rooms | \n", "reviews_per_month | \n", "
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | \n", "675719763048199652 | \n", "https://www.airbnb.com/rooms/675719763048199652 | \n", "20221206172243 | \n", "2022-12-07 | \n", "city scrape | \n", "Walking distance to UCLA, private room shared ... | \n", "Forget your worries in this spacious and seren... | \n", "None | \n", "https://a0.muscache.com/pictures/miso/Hosting-... | \n", "4780152 | \n", "https://www.airbnb.com/users/show/4780152 | \n", "Moon | \n", "2013-01-20 | \n", "Los Angeles, CA | \n", "I am from LA\\r\\nI love studying. I care about ... | \n", "within an hour | \n", "100% | \n", "47% | \n", "t | \n", "https://a0.muscache.com/im/users/4780152/profi... | \n", "https://a0.muscache.com/im/users/4780152/profi... | \n", "Brentwood | \n", "68.0 | \n", "86.0 | \n", "['email', 'phone'] | \n", "t | \n", "t | \n", "None | \n", "West Los Angeles | \n", "City of Los Angeles | \n", "34.04863 | \n", "-118.43262 | \n", "Private room in condo | \n", "Private room | \n", "1 | \n", "None | \n", "1 private bath | \n", "1.0 | \n", "1.0 | \n", "[\"Wifi\", \"Hot tub\", \"Long term stays allowed\",... | \n", "67.0 | \n", "30 | \n", "365 | \n", "30.0 | \n", "30.0 | \n", "365.0 | \n", "365.0 | \n", "30.0 | \n", "365.0 | \n", "None | \n", "t | \n", "30 | \n", "60 | \n", "90 | \n", "365 | \n", "2022-12-07 | \n", "1 | \n", "1 | \n", "0 | \n", "2022-09-16 | \n", "2022-09-16 | \n", "4.0 | \n", "3.0 | \n", "2.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "4.0 | \n", "None | \n", "f | \n", "26 | \n", "4 | \n", "22 | \n", "0 | \n", "0.36 | \n", "
| 1 | \n", "678493211017259570 | \n", "https://www.airbnb.com/rooms/678493211017259570 | \n", "20221206172243 | \n", "2022-12-07 | \n", "city scrape | \n", "Film Executive Luxury Suite, pool, tiki bar, ETC | \n", "a really nice vibe atmosphere like being at at... | \n", "None | \n", "https://a0.muscache.com/pictures/miso/Hosting-... | \n", "119676461 | \n", "https://www.airbnb.com/users/show/119676461 | \n", "David | \n", "2017-03-07 | \n", "Los Angeles, CA | \n", "Cindy and David are a retired theatre producin... | \n", "within an hour | \n", "100% | \n", "97% | \n", "t | \n", "https://a0.muscache.com/im/pictures/user/9abd0... | \n", "https://a0.muscache.com/im/pictures/user/9abd0... | \n", "North Hollywood | \n", "5.0 | \n", "7.0 | \n", "['email', 'phone'] | \n", "t | \n", "f | \n", "None | \n", "North Hollywood | \n", "City of Los Angeles | \n", "34.17599 | \n", "-118.36910 | \n", "Entire guest suite | \n", "Entire home/apt | \n", "2 | \n", "None | \n", "1 bath | \n", "NaN | \n", "1.0 | \n", "[\"Wifi\", \"Long term stays allowed\", \"TV\", \"Fir... | \n", "120.0 | \n", "30 | \n", "90 | \n", "30.0 | \n", "30.0 | \n", "90.0 | \n", "90.0 | \n", "30.0 | \n", "90.0 | \n", "None | \n", "t | \n", "16 | \n", "46 | \n", "76 | \n", "101 | \n", "2022-12-07 | \n", "1 | \n", "1 | \n", "0 | \n", "2022-08-31 | \n", "2022-08-31 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "None | \n", "f | \n", "5 | \n", "5 | \n", "0 | \n", "0 | \n", "0.30 | \n", "
| 2 | \n", "677263836495587840 | \n", "https://www.airbnb.com/rooms/677263836495587840 | \n", "20221206172243 | \n", "2022-12-07 | \n", "city scrape | \n", "Genting house with swimming pool in Runyon Canyon | \n", "This listing is in a prime location in the Hol... | \n", "The best location in Los Angeles.Near Runyon C... | \n", "https://a0.muscache.com/pictures/22fe5f73-b340... | \n", "418509413 | \n", "https://www.airbnb.com/users/show/418509413 | \n", "Nina | \n", "2021-08-15 | \n", "None | \n", "I'm from Los Angeles with more than 10 years o... | \n", "within an hour | \n", "100% | \n", "100% | \n", "f | \n", "https://a0.muscache.com/im/pictures/user/4cc11... | \n", "https://a0.muscache.com/im/pictures/user/4cc11... | \n", "Central LA | \n", "2.0 | \n", "3.0 | \n", "['phone'] | \n", "t | \n", "t | \n", "Los Angeles, California, United States | \n", "Hollywood Hills West | \n", "City of Los Angeles | \n", "34.11680 | \n", "-118.35407 | \n", "Entire villa | \n", "Entire home/apt | \n", "9 | \n", "None | \n", "3.5 baths | \n", "4.0 | \n", "5.0 | \n", "[\"Shower gel\", \"Dishes and silverware\", \"TV\", ... | \n", "1241.0 | \n", "1 | \n", "365 | \n", "1.0 | \n", "1.0 | \n", "1125.0 | \n", "1125.0 | \n", "1.0 | \n", "1125.0 | \n", "None | \n", "t | \n", "21 | \n", "38 | \n", "63 | \n", "320 | \n", "2022-12-07 | \n", "3 | \n", "3 | \n", "0 | \n", "2022-09-20 | \n", "2022-10-30 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "HSR22-001906 | \n", "f | \n", "2 | \n", "2 | \n", "0 | \n", "0 | \n", "1.14 | \n", "
| 3 | \n", "15299255 | \n", "https://www.airbnb.com/rooms/15299255 | \n", "20230307175359 | \n", "2023-03-08 | \n", "previous scrape | \n", "Nice Hollywood home | \n", "Lovely home with gym and pool | \n", "None | \n", "https://a0.muscache.com/pictures/15f16ac8-c3f6... | \n", "97000730 | \n", "https://www.airbnb.com/users/show/97000730 | \n", "Richard | \n", "2016-09-27 | \n", "None | \n", "None | \n", "N/A | \n", "N/A | \n", "N/A | \n", "f | \n", "https://a0.muscache.com/im/pictures/user/6fc54... | \n", "https://a0.muscache.com/im/pictures/user/6fc54... | \n", "None | \n", "1.0 | \n", "3.0 | \n", "['email', 'phone'] | \n", "t | \n", "f | \n", "None | \n", "North Hollywood | \n", "City of Los Angeles | \n", "34.20079 | \n", "-118.37875 | \n", "Private room in rental unit | \n", "Private room | \n", "1 | \n", "None | \n", "1 bath | \n", "1.0 | \n", "1.0 | \n", "[] | \n", "100.0 | \n", "30 | \n", "1125 | \n", "30.0 | \n", "30.0 | \n", "1125.0 | \n", "1125.0 | \n", "30.0 | \n", "1125.0 | \n", "None | \n", "f | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "2023-03-08 | \n", "0 | \n", "0 | \n", "0 | \n", "NaT | \n", "NaT | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "None | \n", "f | \n", "1 | \n", "0 | \n", "1 | \n", "0 | \n", "None | \n", "
| 4 | \n", "678522593527800929 | \n", "https://www.airbnb.com/rooms/678522593527800929 | \n", "20221206172243 | \n", "2022-12-07 | \n", "city scrape | \n", "Stylish newly remodeled 2bd 2ba home in West LA | \n", "Stylish single home with mid-century/eclectic ... | \n", "None | \n", "https://a0.muscache.com/pictures/miso/Hosting-... | \n", "163620715 | \n", "https://www.airbnb.com/users/show/163620715 | \n", "Sakona | \n", "2017-12-21 | \n", "Los Angeles, CA | \n", "We are Waka & Sakona, we are designers in the ... | \n", "within a few hours | \n", "100% | \n", "100% | \n", "f | \n", "https://a0.muscache.com/im/pictures/user/b29db... | \n", "https://a0.muscache.com/im/pictures/user/b29db... | \n", "West Los Angeles | \n", "1.0 | \n", "1.0 | \n", "['email', 'phone'] | \n", "t | \n", "f | \n", "None | \n", "Rancho Park | \n", "City of Los Angeles | \n", "34.03645 | \n", "-118.43144 | \n", "Entire home | \n", "Entire home/apt | \n", "4 | \n", "None | \n", "2 baths | \n", "2.0 | \n", "2.0 | \n", "[\"Private entrance\", \"Shower gel\", \"Dishes and... | \n", "220.0 | \n", "30 | \n", "120 | \n", "30.0 | \n", "30.0 | \n", "120.0 | \n", "120.0 | \n", "30.0 | \n", "120.0 | \n", "None | \n", "t | \n", "0 | \n", "3 | \n", "33 | \n", "123 | \n", "2022-12-07 | \n", "3 | \n", "3 | \n", "1 | \n", "2022-08-17 | \n", "2022-11-07 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "5.0 | \n", "None | \n", "f | \n", "1 | \n", "1 | \n", "0 | \n", "0 | \n", "0.80 | \n", "
\n",
"Июнь 6 2023:
\n",
" 2023-06-06
\n",
" 2023-06-07
\n",
" 2023-06-08
\n",
"
| \n", " | host_id | \n", "host_name | \n", "host_since | \n", "neighbourhood_cleansed | \n", "property_type | \n", "average_proj_revenue | \n", "
|---|---|---|---|---|---|---|
| 0 | \n", "127909016 | \n", "Jordan | \n", "2017-04-27 | \n", "Beverly Crest | \n", "Entire home | \n", "63000.0 | \n", "
| 1 | \n", "165879616 | \n", "Jaida | \n", "2018-01-04 | \n", "Beverly Grove | \n", "Entire home | \n", "60000.0 | \n", "
| 2 | \n", "262960927 | \n", "Kay | \n", "2019-05-20 | \n", "Westwood | \n", "Private room in condo | \n", "60000.0 | \n", "
| 3 | \n", "1779977 | \n", "Dennis | \n", "2012-02-20 | \n", "Malibu | \n", "Entire home | \n", "60000.0 | \n", "
| 4 | \n", "344798399 | \n", "Moneyteam | \n", "2020-04-27 | \n", "Hawthorne | \n", "Entire home | \n", "60000.0 | \n", "
| 5 | \n", "4620768 | \n", "Jess | \n", "2013-01-07 | \n", "Westwood | \n", "Entire condo | \n", "60000.0 | \n", "
| 6 | \n", "165879616 | \n", "Jaida | \n", "2018-01-04 | \n", "Beverly Crest | \n", "Entire home | \n", "60000.0 | \n", "
| 7 | \n", "21603394 | \n", "Kevin | \n", "2014-09-21 | \n", "Redondo Beach | \n", "Entire rental unit | \n", "60000.0 | \n", "
| 8 | \n", "25276597 | \n", "Jonathan | \n", "2014-12-27 | \n", "Beverly Grove | \n", "Entire serviced apartment | \n", "60000.0 | \n", "
| 9 | \n", "257369700 | \n", "Billy | \n", "2019-04-22 | \n", "Rancho Palos Verdes | \n", "Entire home | \n", "60000.0 | \n", "
| 10 | \n", "49148904 | \n", "Donna | \n", "2015-11-16 | \n", "Inglewood | \n", "Entire home | \n", "60000.0 | \n", "
| 11 | \n", "73617291 | \n", "Amir | \n", "2016-05-23 | \n", "Malibu | \n", "Entire villa | \n", "60000.0 | \n", "
| 12 | \n", "302834378 | \n", "Alaa | \n", "2019-10-17 | \n", "Culver City | \n", "Private room in rental unit | \n", "59970.0 | \n", "
| 13 | \n", "38857249 | \n", "Chantal | \n", "2015-07-18 | \n", "West Hollywood | \n", "Entire home | \n", "59850.0 | \n", "
| 14 | \n", "155261 | \n", "Lindsay | \n", "2010-06-29 | \n", "Windsor Square | \n", "Entire home | \n", "57420.0 | \n", "
| 15 | \n", "267453940 | \n", "Kaylen | \n", "2019-06-09 | \n", "Malibu | \n", "Entire home | \n", "57000.0 | \n", "
| 16 | \n", "11522437 | \n", "Leslie | \n", "2014-01-21 | \n", "Hollywood Hills West | \n", "Entire home | \n", "57000.0 | \n", "
| 17 | \n", "160766240 | \n", "Bob | \n", "2017-11-30 | \n", "Sherman Oaks | \n", "Entire home | \n", "56970.0 | \n", "
| 18 | \n", "385575830 | \n", "Onefinestay | \n", "2021-01-22 | \n", "Hollywood Hills | \n", "Entire rental unit | \n", "56700.0 | \n", "
| 19 | \n", "41239505 | \n", "Shah | \n", "2015-08-12 | \n", "Venice | \n", "Entire rental unit | \n", "56700.0 | \n", "
| 20 | \n", "186993728 | \n", "Joe | \n", "2018-04-29 | \n", "Laguna Niguel | \n", "Entire home | \n", "53850.0 | \n", "
| 21 | \n", "1410898 | \n", "Jeff | \n", "2011-11-15 | \n", "Fairfax | \n", "Entire home | \n", "53200.0 | \n", "
| 22 | \n", "2620843 | \n", "Sandra | \n", "2012-06-12 | \n", "Venice | \n", "Entire home | \n", "52595.5 | \n", "
| 23 | \n", "93729818 | \n", "Ori | \n", "2016-09-05 | \n", "Encino | \n", "Entire rental unit | \n", "51000.0 | \n", "
| 24 | \n", "37594030 | \n", "John | \n", "2015-07-05 | \n", "Bel-Air | \n", "Entire home | \n", "50940.0 | \n", "
| 25 | \n", "174309124 | \n", "Jose | \n", "2018-02-20 | \n", "Studio City | \n", "Entire rental unit | \n", "50850.0 | \n", "
| \n", " | id | \n", "listing_url | \n", "name | \n", "host_id | \n", "host_name | \n", "last_scraped | \n", "neighbourhood_cleansed | \n", "property_type | \n", "number_of_reviews | \n", "
|---|---|---|---|---|---|---|---|---|---|
| 99920 | \n", "42409434 | \n", "https://www.airbnb.com/rooms/42409434 | \n", "The Burlington Hotel | \n", "229716119 | \n", "Simone | \n", "2023-03-09 | \n", "Westlake | \n", "Entire rental unit | \n", "2084 | \n", "
| 77420 | \n", "42409434 | \n", "https://www.airbnb.com/rooms/42409434 | \n", "The Burlington Hotel | \n", "229716119 | \n", "Simone | \n", "2022-12-25 | \n", "Westlake | \n", "Entire rental unit | \n", "1924 | \n", "
| 18622 | \n", "42409434 | \n", "https://www.airbnb.com/rooms/42409434 | \n", "The Burlington Hotel | \n", "229716119 | \n", "Simone | \n", "2022-09-10 | \n", "Westlake | \n", "Entire rental unit | \n", "1702 | \n", "
| 38704 | \n", "25186230 | \n", "https://www.airbnb.com/rooms/25186230 | \n", "King Kitchen Studio -Disneyland/Knott's Berry ... | \n", "174393062 | \n", "Hotel Pepper Tree | \n", "2022-09-10 | \n", "Anaheim | \n", "Room in boutique hotel | \n", "1175 | \n", "
| 155210 | \n", "578174478591578178 | \n", "https://www.airbnb.com/rooms/578174478591578178 | \n", "Boutique hotel in Inglewood · ★4.28 · 1 bedroo... | \n", "253105222 | \n", "Sonder (Los Angeles) | \n", "2023-06-08 | \n", "Inglewood | \n", "Room in boutique hotel | \n", "1137 | \n", "
| 129714 | \n", "1990543 | \n", "https://www.airbnb.com/rooms/1990543 | \n", "Guesthouse in Santa Monica · ★4.65 · 1 bedroom... | \n", "10265095 | \n", "Janet | \n", "2023-06-08 | \n", "Santa Monica | \n", "Entire guesthouse | \n", "1094 | \n", "
| 101601 | \n", "1990543 | \n", "https://www.airbnb.com/rooms/1990543 | \n", "Private 1906 Bungalow | \n", "10265095 | \n", "Janet | \n", "2023-03-09 | \n", "Santa Monica | \n", "Entire guesthouse | \n", "1068 | \n", "
| 61032 | \n", "1990543 | \n", "https://www.airbnb.com/rooms/1990543 | \n", "Private 1906 Bungalow | \n", "10265095 | \n", "Janet | \n", "2022-12-25 | \n", "Santa Monica | \n", "Entire guesthouse | \n", "1048 | \n", "
| 40193 | \n", "3561523 | \n", "https://www.airbnb.com/rooms/3561523 | \n", "Private Entrance Queen Bed Newport Mesa | \n", "3346091 | \n", "Vicki | \n", "2022-09-10 | \n", "Costa Mesa | \n", "Private room in cottage | \n", "1043 | \n", "
| 153568 | \n", "53827863 | \n", "https://www.airbnb.com/rooms/53827863 | \n", "Boutique hotel in Inglewood · ★4.34 · 1 bedroo... | \n", "253105222 | \n", "Sonder (Los Angeles) | \n", "2023-06-08 | \n", "Inglewood | \n", "Room in boutique hotel | \n", "1039 | \n", "
| 1624 | \n", "1990543 | \n", "https://www.airbnb.com/rooms/1990543 | \n", "Private 1906 Bungalow | \n", "10265095 | \n", "Janet | \n", "2022-09-10 | \n", "Santa Monica | \n", "Entire guesthouse | \n", "1027 | \n", "
| 145451 | \n", "42515360 | \n", "https://www.airbnb.com/rooms/42515360 | \n", "Boutique hotel in Los Angeles · ★4.76 · 1 bedr... | \n", "295744253 | \n", "Hoxton | \n", "2023-06-08 | \n", "Downtown | \n", "Room in boutique hotel | \n", "1024 | \n", "
| 94201 | \n", "42515360 | \n", "https://www.airbnb.com/rooms/42515360 | \n", "A Lush Room at The Hoxton, Downtown LA | \n", "295744253 | \n", "Hoxton | \n", "2023-03-09 | \n", "Downtown | \n", "Room in boutique hotel | \n", "1020 | \n", "
| 131550 | \n", "7293369 | \n", "https://www.airbnb.com/rooms/7293369 | \n", "Home in Malibu · ★4.95 · 1 bedroom · 1 bed · 1... | \n", "37437994 | \n", "Shelly & Paul | \n", "2023-06-08 | \n", "Malibu | \n", "Private room in home | \n", "1019 | \n", "
| 77551 | \n", "42515360 | \n", "https://www.airbnb.com/rooms/42515360 | \n", "A Lush Room at The Hoxton, Downtown LA | \n", "295744253 | \n", "Hoxton | \n", "2022-12-25 | \n", "Downtown | \n", "Room in boutique hotel | \n", "1012 | \n", "
| \n", " | Neighbourhood | \n", "Mean Projected Revenue(30d) | \n", "Mean Price | \n", "Property Type | \n", "
|---|---|---|---|---|
| 84 | \n", "Emerald Bay | \n", "18650.000000 | \n", "1450.000000 | \n", "Entire home | \n", "
| 6 | \n", "Aliso and Wood Regional Park | \n", "12825.000000 | \n", "513.000000 | \n", "Entire home | \n", "
| 160 | \n", "Malibu | \n", "10636.365679 | \n", "806.946456 | \n", "Entire home | \n", "
| 22 | \n", "Bel-Air | \n", "9742.377049 | \n", "818.715847 | \n", "Entire home | \n", "
| 280 | \n", "Villa Park | \n", "9384.000000 | \n", "408.000000 | \n", "Entire home | \n", "
| 212 | \n", "Rolling Hills | \n", "8730.850000 | \n", "323.800000 | \n", "Entire guesthouse | \n", "
| 263 | \n", "Unincorporated Santa Monica Mountains | \n", "8563.676681 | \n", "592.638054 | \n", "Entire home | \n", "
| 296 | \n", "Westlake Village | \n", "8239.736842 | \n", "410.877193 | \n", "Entire home | \n", "
| 177 | \n", "Newport Beach | \n", "8201.215130 | \n", "497.951143 | \n", "Entire home | \n", "
| 207 | \n", "Rancho Palos Verdes | \n", "8108.256065 | \n", "396.110512 | \n", "Private room in home | \n", "
| 193 | \n", "Palos Verdes Estates | \n", "7711.961538 | \n", "470.179487 | \n", "Entire home | \n", "
| 26 | \n", "Beverly Crest | \n", "7545.798913 | \n", "743.193841 | \n", "Entire home | \n", "
| 117 | \n", "Hollywood Hills West | \n", "7459.039374 | \n", "652.057042 | \n", "Entire home | \n", "
| 189 | \n", "Pacific Palisades | \n", "7375.629008 | \n", "494.201527 | \n", "Entire home | \n", "
| 303 | \n", "Windsor Square | \n", "6767.688525 | \n", "289.688525 | \n", "Entire rental unit | \n", "
| 162 | \n", "Manhattan Beach | \n", "6502.803381 | \n", "410.327402 | \n", "Entire home | \n", "
| 213 | \n", "Rolling Hills Estates | \n", "6426.760870 | \n", "479.173913 | \n", "Entire home | \n", "
| 222 | \n", "San Marino | \n", "6313.316667 | \n", "248.550000 | \n", "Private room in home | \n", "
| 17 | \n", "Avalon | \n", "6307.815951 | \n", "434.279755 | \n", "Entire condo | \n", "
| 128 | \n", "La Crescenta-Montrose | \n", "6165.328671 | \n", "246.230769 | \n", "Entire home | \n", "
| 137 | \n", "Laguna Beach | \n", "5722.688705 | \n", "436.595041 | \n", "Entire home | \n", "
| 29 | \n", "Beverlywood | \n", "5672.872340 | \n", "287.936170 | \n", "Entire rental unit | \n", "
| 136 | \n", "Ladera Ranch | \n", "5642.933333 | \n", "233.533333 | \n", "Entire home | \n", "
| 257 | \n", "Topanga | \n", "5590.427403 | \n", "335.654397 | \n", "Entire home | \n", "
| 60 | \n", "Cypress | \n", "5529.857143 | \n", "270.142857 | \n", "Entire home | \n", "
\n", "Самыми дорогими микрорайонами в целом являются Bel-Air, Malibu, Beverly Crest, Pacific Palisades и Unincorporated Santa Monica Mountains.\n", "Средние цены этих микрорайонов колеблются от 400 до более 1500 долларов за ночь.
\n", "Мы также замечаем тенденцию среди лучших микрорайонов. Например, Bel-Air показывает значительный скачок цен с 2-х до 3-х спальных комнат, в среднем 879 долларов за трёхспальные комнаты в сравнении с 303 долларами за две спальни.
\n", "Newport Beach имеет наибольшую доступность среди более крупных объектов 4-8 спальных комнат среди лучших районов.
\n", "| \n", " | listing_id | \n", "id | \n", "date | \n", "reviewer_id | \n", "reviewer_name | \n", "comments | \n", "score_neg | \n", "score_neu | \n", "score_pos | \n", "sentiment | \n", "
|---|---|---|---|---|---|---|---|---|---|---|
| 118832 | \n", "16635769 | \n", "196016735 | \n", "2017-09-21 | \n", "1808452 | \n", "Jeffrey | \n", "Amir's place is a huge house located right on ... | \n", "0.00231 | \n", "0.022884 | \n", "0.974806 | \n", "Positive | \n", "
| 118833 | \n", "16635769 | \n", "324266676 | \n", "2018-09-16 | \n", "28777882 | \n", "Lara | \n", "This place is palatial! The Views!!!! The ow... | \n", "0.00393 | \n", "0.007768 | \n", "0.988302 | \n", "Positive | \n", "
| 118834 | \n", "16635769 | \n", "652899389 | \n", "2020-08-17 | \n", "35660075 | \n", "Alexandra | \n", "Awesome for big groups. Host was very responsi... | \n", "0.007756 | \n", "0.043151 | \n", "0.949093 | \n", "Positive | \n", "
| 119181 | \n", "19573901 | \n", "202036996 | \n", "2017-10-09 | \n", "43428003 | \n", "Candice | \n", "This location cannot be beat. Shah was a grea... | \n", "0.004962 | \n", "0.008434 | \n", "0.986603 | \n", "Positive | \n", "
| 119182 | \n", "19573901 | \n", "204559179 | \n", "2017-10-18 | \n", "9117752 | \n", "Yehia | \n", "This is the best place you can stay at ever in... | \n", "0.003481 | \n", "0.007355 | \n", "0.989164 | \n", "Positive | \n", "
В успешных объявлениях мы видим слова такие как \"место\", \"дом\", \"потрясающе\", \"любим\", \"красиво\", \"семья\", \"кухня\", \"гардеробная\", \"отличный собственник\", \"бассейн\", \"местоположение\", \"вид\", \"океан\", \"просторно\", \"Малибу\" и так далее.\n",
"
Эти неформальные слова и фразы указывают на удовлетворенность клиентов условиями проживания, видами и местоположением, выражая позитивное настроение и эмоции.\n",
"
Некоторые настоящие имена хозяев также есть в облаке, указывающие на популярность определённых управляющих, а также внимание и отношение клиентов.
Оценивая лучшие районы на основе средней прогнозируемой месячной выручки, можно отметить, что прибрежные районы, такие как, Emerald Bay, Newport Beach, и Palos Verdes, занимают высокие позиции по генерации выручки.\n",
"
Анализ показал, что эти прибыльные районы поддерживают баланс между спросом и доходами, предлагая цены, часто находящиеся в диапазоне от 400 до 800 долларов. Доминирование целых домов в этих районах подчеркивает фокус на групповом и семейном проживании.\n",
"
В заключение, анализ раскрыл данные о наиболее высокооплачиваемых собственниках, оптимальных видов недвижимости, ценах, районах, удобствах и отношении гостей.
\n", "