|
coefficient |
std_error |
p_value |
premium_pct |
premium_lo_95 |
premium_hi_95 |
| has_reviews |
9.511318e+00 |
3.738460e+00 |
1.095344e-02 |
1.351080e+06 |
7.882395e+02 |
2.055399e+09 |
| text_embed_0 |
2.800148e+00 |
4.300095e-01 |
7.424143e-11 |
1.544708e+03 |
6.080502e+02 |
3.720441e+03 |
| bedrooms |
1.140714e+00 |
3.107383e-01 |
2.416228e-04 |
2.129001e+02 |
7.017856e+01 |
4.753163e+02 |
| rating |
1.051601e+00 |
4.938310e-01 |
3.321490e-02 |
1.862231e+02 |
8.731384e+00 |
6.534498e+02 |
| family_comfort_index |
9.212190e-01 |
5.881231e-01 |
1.172618e-01 |
1.512351e+02 |
-2.066424e+01 |
6.955943e+02 |
| log_bathrooms |
6.445170e-01 |
5.405862e-01 |
2.331609e-01 |
9.050667e+01 |
-3.396679e+01 |
4.496142e+02 |
| text_embed_1 |
4.786851e-01 |
4.423219e-01 |
2.791593e-01 |
6.139509e+01 |
-3.217572e+01 |
2.840567e+02 |
| luxury_index |
4.453708e-01 |
5.705044e-01 |
4.350017e-01 |
5.610689e+01 |
-4.897208e+01 |
3.775692e+02 |
| luxury_language_score |
2.184082e-01 |
1.966317e+02 |
9.991138e-01 |
2.440948e+01 |
-1.000000e+02 |
2.938171e+169 |
| cleanliness_premium |
2.072908e-01 |
1.101212e-01 |
5.978325e-02 |
2.303404e+01 |
-8.506287e-01 |
5.267242e+01 |
| guests_count |
1.867463e-01 |
2.521722e-01 |
4.589658e-01 |
2.053215e+01 |
-2.647186e+01 |
9.758421e+01 |
| reputation_score |
1.029860e-01 |
6.057806e-02 |
8.912083e-02 |
1.084758e+01 |
-1.562156e+00 |
2.482178e+01 |
| is_entire_home |
5.532025e-02 |
1.354828e-01 |
6.830392e-01 |
5.687902e+00 |
-1.895949e+01 |
3.783148e+01 |
| superhost_flag |
3.891072e-02 |
1.047355e-01 |
7.102545e-01 |
3.967766e+00 |
-1.532646e+01 |
2.765849e+01 |
| is_superhost |
3.891072e-02 |
1.047355e-01 |
7.102545e-01 |
3.967766e+00 |
-1.532646e+01 |
2.765849e+01 |
| bathrooms_sq |
2.820068e-02 |
1.341078e-02 |
3.548002e-02 |
2.860209e+00 |
1.917875e-01 |
5.599698e+00 |
| leisure_index |
2.737976e-02 |
5.611154e-01 |
9.610825e-01 |
2.775803e+00 |
-6.578090e+01 |
2.086833e+02 |
| pets_allowed |
2.270908e-02 |
9.276343e-02 |
8.066063e-01 |
2.296890e+00 |
-1.470923e+01 |
2.269385e+01 |
| bedrooms_per_guest |
1.758190e-02 |
5.294611e-01 |
9.735094e-01 |
1.773737e+00 |
-6.394566e+01 |
1.872856e+02 |
| title_length |
6.894999e-03 |
5.918464e-03 |
2.440198e-01 |
6.918824e-01 |
-4.693926e-01 |
1.866707e+00 |
| long |
4.155148e-03 |
1.860213e-02 |
8.232480e-01 |
4.163793e-01 |
-3.178815e+00 |
4.145072e+00 |
| amenities_count |
3.040648e-03 |
1.250763e-02 |
8.079252e-01 |
3.045276e-01 |
-2.124493e+00 |
2.793831e+00 |
| local_density_1km |
2.991874e-03 |
1.086222e-03 |
5.880233e-03 |
2.996354e-01 |
8.632910e-02 |
5.133963e-01 |
| num_reviews |
2.826084e-03 |
1.067144e-03 |
8.090507e-03 |
2.830081e-01 |
7.347904e-02 |
4.929758e-01 |
| multi_listing_host |
2.490453e-03 |
7.804680e-02 |
9.745440e-01 |
2.493557e-01 |
-1.397037e+01 |
1.681945e+01 |
| local_avg_price_500m |
2.530404e-04 |
3.852892e-05 |
5.115145e-11 |
2.530724e-02 |
1.775409e-02 |
3.286097e-02 |
| host_professional_dummy |
3.529386e-15 |
1.448399e-14 |
8.074826e-01 |
3.552714e-13 |
-2.486900e-12 |
3.197442e-12 |
| cozy_language_score |
2.333801e-15 |
3.560986e-14 |
9.477456e-01 |
2.442491e-13 |
-6.750156e-12 |
7.216450e-12 |
| distance_to_center |
-5.245214e-06 |
2.838915e-06 |
6.465849e-02 |
-5.245200e-04 |
-1.080933e-03 |
3.189577e-05 |
| local_avg_price_1km |
-9.066246e-05 |
5.488304e-05 |
9.855058e-02 |
-9.065835e-03 |
-1.982116e-02 |
1.690646e-03 |
| accommodates_sq |
-5.362699e-03 |
7.624318e-03 |
4.818266e-01 |
-5.348345e-01 |
-2.010131e+00 |
9.626731e-01 |
| local_density_500m |
-7.594815e-03 |
2.870872e-03 |
8.157664e-03 |
-7.566047e-01 |
-1.313460e+00 |
-1.966075e-01 |
| superhost_x_entire_home |
-9.461462e-03 |
1.211684e-01 |
9.377603e-01 |
-9.416843e-01 |
-2.188180e+01 |
2.561158e+01 |
| is_guest_favorite |
-1.212462e-02 |
1.022872e-01 |
9.056437e-01 |
-1.205142e+00 |
-1.915237e+01 |
2.072616e+01 |
| guest_favorite_flag |
-1.212462e-02 |
1.022872e-01 |
9.056437e-01 |
-1.205142e+00 |
-1.915237e+01 |
2.072616e+01 |
| spatial_cluster |
-1.339096e-02 |
5.025555e-03 |
7.708607e-03 |
-1.330170e+00 |
-2.297288e+00 |
-3.534791e-01 |
| quality_score |
-1.710169e-02 |
1.801382e-02 |
3.424349e-01 |
-1.695629e+00 |
-5.105850e+00 |
1.837146e+00 |
| text_embed_3 |
-5.468598e-02 |
2.441579e-01 |
8.227745e-01 |
-5.321759e+00 |
-4.132912e+01 |
5.278396e+01 |
| title_word_count |
-5.781840e-02 |
5.284647e-02 |
2.739187e-01 |
-5.617867e+00 |
-1.490446e+01 |
4.682186e+00 |
| bedrooms_sq |
-6.313440e-02 |
2.009878e-02 |
1.682537e-03 |
-6.118271e+00 |
-9.744647e+00 |
-2.346191e+00 |
| text_embed_2 |
-8.534285e-02 |
4.600115e-01 |
8.528186e-01 |
-8.180257e+00 |
-6.272879e+01 |
1.262031e+02 |
| lat |
-8.973780e-02 |
4.538372e-02 |
4.800632e-02 |
-8.582915e+00 |
-1.636334e+01 |
-7.870313e-02 |
| remote_work_index |
-9.000507e-02 |
5.682260e-01 |
8.741443e-01 |
-8.607345e+00 |
-6.999204e+01 |
1.783468e+02 |
| large_capacity_listing |
-1.249384e-01 |
1.479728e-01 |
3.984829e-01 |
-1.174488e+01 |
-3.396332e+01 |
1.794909e+01 |
| location_rating_premium |
-1.459294e-01 |
1.160389e-01 |
2.085399e-01 |
-1.357813e+01 |
-3.115836e+01 |
8.491608e+00 |
| bathrooms |
-1.644262e-01 |
2.263125e-01 |
4.675047e-01 |
-1.516197e+01 |
-4.555562e+01 |
3.219900e+01 |
| review_quality |
-1.645432e-01 |
1.351379e-01 |
2.233781e-01 |
-1.517189e+01 |
-3.491061e+01 |
1.055272e+01 |
| tourism_language_score |
-2.087261e-01 |
1.149914e-01 |
6.950167e-02 |
-1.883825e+01 |
-3.521558e+01 |
1.679240e+00 |
| is_private_room |
-2.634794e-01 |
1.353584e-01 |
5.159093e-02 |
-2.316266e+01 |
-4.106747e+01 |
1.819853e-01 |
| amenity_richness_index |
-2.691596e-01 |
1.057993e-01 |
1.095729e-02 |
-2.359787e+01 |
-3.790610e+01 |
-5.992606e+00 |
| log_reviews |
-3.999977e-01 |
6.572429e-02 |
1.157707e-09 |
-3.296784e+01 |
-4.106971e+01 |
-2.375211e+01 |
| bathrooms_per_guest |
-4.407760e-01 |
3.346925e-01 |
1.878527e-01 |
-3.564631e+01 |
-6.660491e+01 |
2.401215e+01 |
| professional_tone_score |
-6.226255e-01 |
1.950698e+01 |
9.745374e-01 |
-4.634661e+01 |
-1.000000e+02 |
2.157594e+18 |
| log_accommodates |
-1.094300e+00 |
1.135450e+00 |
3.351667e-01 |
-6.652262e+01 |
-9.638378e+01 |
2.099190e+02 |
| business_travel_index |
-1.156153e+00 |
5.602061e-01 |
3.903674e-02 |
-6.853055e+01 |
-8.950359e+01 |
-5.650975e+00 |
| log_bedrooms |
-2.053250e+00 |
7.740342e-01 |
7.986024e-03 |
-8.716828e+01 |
-9.718534e+01 |
-4.150158e+01 |