Airbnb Price Prediction
Data Sample
| host_response_time | host_response_rate | host_acceptance_rate | host_is_superhost | host_neighbourhood | host_identity_verified | latitude | longitude | property_type | room_type | accommodates | bathrooms | bedrooms | beds | minimum_nights | maximum_nights | number_of_reviews_ltm | number_of_reviews_l30d | review_scores_rating | review_scores_accuracy | review_scores_cleanliness | review_scores_checkin | review_scores_communication | review_scores_location | review_scores_value | license | instant_bookable | price | Host_response_time | Host_reponse_rate | Host_acceptance_rate | Host_is_superhost | Host_identity_verified | Instant_bookable |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| within an hour | 100% | 99% | t | Roxbury | t | 42.32844 | -71.09581 | Other | Entire home/apt | 2 | 1.0 | 1.0 | 1.0 | 3 | 90 | 5 | 0 | 4.79 | 4.88 | 4.9 | 4.95 | 4.89 | 4.56 | 4.75 | STR-490093 | f | $139.00 | Fast | 1.0 | 0.99 | True | True | False |
| within an hour | 100% | 99% | t | Roxbury | t | 42.32802 | -71.09387 | Apartment | Entire home/apt | 4 | 1.0 | 0.0 | 2.0 | 3 | 730 | 4 | 0 | 4.81 | 4.82 | 4.87 | 4.9 | 4.95 | 4.52 | 4.72 | STR-491702 | f | $179.00 | Fast | 1.0 | 0.99 | True | True | False |
| within an hour | 100% | 46% | t | Beacon Hill | t | 42.35867 | -71.06307 | Other | Entire home/apt | 2 | 1.0 | 1.0 | 2.0 | 91 | 365 | 3 | 0 | 4.69 | 4.69 | 4.55 | 4.93 | 4.97 | 4.97 | 4.59 | f | $92.00 | Fast | 1.0 | 0.46 | True | True | False | |
| within a day | 72% | 93% | f | Dorchester | t | 42.32212 | -71.06096 | Other | Entire home/apt | 7 | 1.0 | 3.0 | 3.0 | 30 | 1125 | 1 | 0 | 4.31 | 4.5 | 4.71 | 4.56 | 4.46 | 4.24 | 4.48 | t | $143.00 | Moderate | 0.72 | 0.93 | False | True | True | |
| within an hour | 100% | 100% | f | Charlestown | t | 42.37754 | -71.06642 | Other | Entire home/apt | 2 | 1.0 | 1.0 | 1.0 | 2 | 28 | 1 | 0 | 4.97 | 4.96 | 4.97 | 5.0 | 4.97 | 4.8 | 4.96 | STR-454024 | f | $35.00 | Fast | 1.0 | 1.0 | False | True | False |