\begin{table}[htbp] \centering \caption{Summary Statistics} \label{tab:summary} \begin{tabular}{lcccccccc} \toprule Variable & Mean & Std. Dev. & Min & P25 & Median & P75 & Max & N \\ \midrule price_numeric & 1115.2 & 2253.2 & 10.5390 & 125.0 & 219.2 & 1139.2 & 24928.4 & 3412.0 \\ rating & 4.8000 & 0.2310 & 2.2500 & 4.7300 & 4.8600 & 4.9600 & 5.0000 & 4190.0 \\ bedrooms & 2.0840 & 1.5300 & 0.0000 & 1.0000 & 2.0000 & 3.0000 & 25.0000 & 5000.0 \\ bathrooms & 1.2780 & 1.0480 & 0.0000 & 1.0000 & 1.0000 & 2.0000 & 24.0000 & 5000.0 \\ guests_count & 5.3100 & 3.3680 & 1.0000 & 2.0000 & 4.0000 & 7.0000 & 16.0000 & 5000.0 \\ amenities_count & 44.9180 & 15.9850 & 3.0000 & 34.0000 & 45.0000 & 56.0000 & 109.0 & 5000.0 \\ num_images & 27.8780 & 19.2110 & 0.0000 & 14.0000 & 23.0000 & 36.0000 & 199.0 & 5000.0 \\ num_reviews & 62.7480 & 85.0200 & 0.0000 & 10.0000 & 33.0000 & 82.0000 & 986.0 & 4275.0 \\ quality_score & 93.7800 & 41.9450 & 0.0000 & 94.5000 & 107.9 & 121.0 & 139.8 & 5000.0 \\ is_superhost & 0.5230 & 0.5000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 1.0000 & 5000.0 \\ is_guest_favorite & 0.3340 & 0.4720 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ pets_allowed & 0.2920 & 0.4550 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ price_raw & 1115.2 & 2253.2 & 10.5390 & 125.0 & 219.2 & 1139.2 & 24928.4 & 3412.0 \\ price_winsor_1_99 & 1063.5 & 1903.5 & 38.0000 & 125.0 & 219.2 & 1139.2 & 10821.9 & 3412.0 \\ price_winsor_2_98 & 1025.1 & 1727.7 & 46.0730 & 125.0 & 219.2 & 1139.2 & 8117.0 & 3412.0 \\ price_winsor_5_95 & 920.8 & 1368.5 & 63.0990 & 125.0 & 219.2 & 1139.2 & 4921.1 & 3412.0 \\ log_price_raw & 5.8660 & 1.4220 & 2.3550 & 4.8280 & 5.3900 & 7.0380 & 10.1240 & 3412.0 \\ log_price_winsor & 5.8660 & 1.4060 & 3.6380 & 4.8280 & 5.3900 & 7.0380 & 9.2890 & 3412.0 \\ log_price & 5.8710 & 1.4170 & 2.4460 & 4.8360 & 5.3950 & 7.0390 & 10.1240 & 3412.0 \\ log_accommodates & 1.7100 & 0.5120 & 0.6930 & 1.0990 & 1.6090 & 2.0790 & 2.8330 & 5000.0 \\ log_bedrooms & 1.0210 & 0.4580 & 0.0000 & 0.6930 & 1.0990 & 1.3860 & 3.2580 & 5000.0 \\ log_beds & 1.0210 & 0.4580 & 0.0000 & 0.6930 & 1.0990 & 1.3860 & 3.2580 & 5000.0 \\ log_bathrooms & 0.7470 & 0.3870 & 0.0000 & 0.6930 & 0.6930 & 1.0990 & 3.2190 & 5000.0 \\ bathrooms_per_guest & 0.2710 & 0.2190 & 0.0000 & 0.1670 & 0.2500 & 0.3330 & 3.5000 & 5000.0 \\ bedrooms_per_guest & 0.4200 & 0.2680 & 0.0000 & 0.3330 & 0.4290 & 0.5000 & 8.5000 & 5000.0 \\ is_entire_home & 0.4810 & 0.5000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ is_private_room & 0.3550 & 0.4790 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ is_shared_room & 0.1640 & 0.3700 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ large_capacity_listing & 0.2330 & 0.4230 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ accommodates_sq & 39.5300 & 51.5540 & 1.0000 & 4.0000 & 16.0000 & 49.0000 & 256.0 & 5000.0 \\ bedrooms_sq & 6.6800 & 15.8630 & 0.0000 & 1.0000 & 4.0000 & 9.0000 & 625.0 & 5000.0 \\ bathrooms_sq & 2.7300 & 12.4300 & 0.0000 & 1.0000 & 1.0000 & 4.0000 & 576.0 & 5000.0 \\ accommodates_bedrooms & 15.0780 & 21.5840 & 0.0000 & 2.0000 & 8.0000 & 18.0000 & 400.0 & 5000.0 \\ accommodates_bathrooms & 8.9630 & 15.2090 & 0.0000 & 2.0000 & 4.0000 & 12.0000 & 384.0 & 5000.0 \\ superhost_flag & 0.5230 & 0.5000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 1.0000 & 5000.0 \\ host_professional_dummy & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 5000.0 \\ multi_listing_host & 0.2080 & 0.4060 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ superhost_x_entire_home & 0.2710 & 0.4440 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ guest_favorite_flag & 0.3340 & 0.4720 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ log_reviews & 2.8700 & 1.7590 & 0.0000 & 1.6090 & 3.2190 & 4.2630 & 6.8950 & 5000.0 \\ review_quality & 2.9440 & 1.4590 & 0.0000 & 3.0000 & 4.0000 & 4.0000 & 4.0000 & 5000.0 \\ reputation_score & 0.6490 & 0.2900 & 0.0000 & 0.6410 & 0.7610 & 0.8270 & 0.9950 & 5000.0 \\ cleanliness_premium & 0.4260 & 0.4950 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ location_rating_premium & 0.4830 & 0.5000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 1.0000 & 5000.0 \\ has_reviews & 0.8360 & 0.3700 & 0.0000 & 1.0000 & 1.0000 & 1.0000 & 1.0000 & 5000.0 \\ no_rating_flag & 0.1620 & 0.3680 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ price_per_guest & 303.3 & 625.7 & 2.0710 & 27.0000 & 42.6630 & 400.1 & 11812.5 & 3412.0 \\ price_per_bedroom & 607.3 & 1193.5 & 3.5670 & 67.1950 & 106.8 & 737.8 & 17408.7 & 3227.0 \\ amenity_richness_index & 0.3950 & 0.1510 & 0.0000 & 0.2920 & 0.3960 & 0.5000 & 1.0000 & 5000.0 \\ luxury_index & 0.3950 & 0.1590 & 0.0000 & 0.2860 & 0.3960 & 0.5050 & 0.9860 & 5000.0 \\ business_travel_index & 0.3950 & 0.1600 & 0.0000 & 0.2830 & 0.3970 & 0.5060 & 0.9900 & 5000.0 \\ family_comfort_index & 0.4100 & 0.1640 & 0.0000 & 0.2930 & 0.4070 & 0.5260 & 1.0000 & 5000.0 \\ leisure_index & 0.4270 & 0.1730 & 0.0000 & 0.3010 & 0.4230 & 0.5450 & 1.0000 & 5000.0 \\ remote_work_index & 0.3970 & 0.1590 & 0.0000 & 0.2840 & 0.4000 & 0.5110 & 1.0000 & 5000.0 \\ distance_to_center & 3891.3 & 11033.9 & 0.0000 & 794.8 & 2089.7 & 4984.9 & 508162.0 & 4994.0 \\ log_distance_to_center & 7.1340 & 2.2250 & 0.0000 & 6.6790 & 7.6450 & 8.5140 & 13.1390 & 4994.0 \\ local_density_500m & 14.7270 & 25.3680 & 0.0000 & 0.0000 & 2.0000 & 14.0000 & 125.0 & 4994.0 \\ local_density_1km & 41.9770 & 72.5050 & 0.0000 & 1.0000 & 5.0000 & 32.0000 & 309.0 & 4994.0 \\ local_avg_price_500m & 1107.6 & 1440.1 & 16.7050 & 244.3 & 819.5 & 1504.7 & 23625.0 & 3309.0 \\ local_avg_price_1km & 1127.8 & 1288.6 & 16.7050 & 276.1 & 994.0 & 1490.4 & 23625.0 & 3772.0 \\ spatial_cluster & 11.1190 & 6.8650 & -1.0000 & 5.0000 & 13.0000 & 18.0000 & 19.0000 & 5000.0 \\ title_length & 62.0540 & 7.5920 & 36.0000 & 57.0000 & 61.0000 & 66.0000 & 100.0 & 5000.0 \\ title_word_count & 14.2550 & 1.0820 & 8.0000 & 14.0000 & 14.0000 & 15.0000 & 20.0000 & 5000.0 \\ exclamation_count & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 5000.0 \\ uppercase_ratio & 0.0720 & 0.0200 & 0.0210 & 0.0570 & 0.0670 & 0.0860 & 0.3750 & 5000.0 \\ has_star_rating & 0.8740 & 0.3320 & 0.0000 & 1.0000 & 1.0000 & 1.0000 & 1.0000 & 5000.0 \\ extracted_star_rating & 4.8000 & 0.2310 & 2.2500 & 4.7300 & 4.8600 & 4.9600 & 5.0000 & 4190.0 \\ luxury_language_score & 0.0000 & 0.0200 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ cozy_language_score & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 5000.0 \\ professional_tone_score & 0.0370 & 0.1900 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ family_language_score & 0.0020 & 0.0420 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ business_language_score & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 5000.0 \\ romantic_language_score & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 5000.0 \\ tourism_language_score & 0.0500 & 0.2210 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 2.0000 & 5000.0 \\ parsed_bedrooms & 2.1170 & 1.5190 & 0.0000 & 1.0000 & 2.0000 & 3.0000 & 25.0000 & 4922.0 \\ is_studio & 0.0500 & 0.2170 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ parsed_beds & 3.1290 & 2.6420 & 1.0000 & 1.0000 & 2.0000 & 4.0000 & 58.0000 & 4853.0 \\ parsed_baths & 1.4390 & 0.9760 & 0.0000 & 1.0000 & 1.0000 & 2.0000 & 24.0000 & 4931.0 \\ is_new_listing & 0.0360 & 0.1860 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ has_shared_bath & 0.0720 & 0.2580 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ has_private_bath & 0.0350 & 0.1850 & 0.0000 & 0.0000 & 0.0000 & 0.0000 & 1.0000 & 5000.0 \\ text_embed_0 & 0.2340 & 0.1830 & 0.0030 & 0.1010 & 0.1430 & 0.3270 & 0.7910 & 5000.0 \\ text_embed_1 & 0.0670 & 0.1690 & -0.4470 & -0.0450 & 0.0950 & 0.1920 & 0.4790 & 5000.0 \\ text_embed_2 & 0.0500 & 0.1350 & -0.4510 & -0.0030 & 0.0690 & 0.1240 & 0.4960 & 5000.0 \\ text_embed_3 & -0.0060 & 0.1220 & -0.2810 & -0.0680 & -0.0260 & 0.0110 & 0.7210 & 5000.0 \\ text_embed_4 & 0.0220 & 0.1180 & -0.5080 & -0.0290 & 0.0120 & 0.0770 & 0.5770 & 5000.0 \\ text_embed_5 & 0.0010 & 0.1110 & -0.3310 & -0.0820 & -0.0040 & 0.0650 & 0.5310 & 5000.0 \\ text_embed_6 & -0.0070 & 0.1060 & -0.4490 & -0.0760 & -0.0120 & 0.0590 & 0.3910 & 5000.0 \\ text_embed_7 & -0.0020 & 0.0990 & -0.2970 & -0.0550 & -0.0060 & 0.0350 & 0.4860 & 5000.0 \\ text_embed_8 & 0.0070 & 0.0930 & -0.3350 & -0.0410 & 0.0100 & 0.0430 & 0.4590 & 5000.0 \\ text_embed_9 & 0.0020 & 0.0900 & -0.3930 & -0.0370 & -0.0040 & 0.0300 & 0.4780 & 5000.0 \\ \bottomrule \end{tabular} \par\smallskip\footnotesize \textit{Note:} $^{***}p<0.001$, $^{**}p<0.01$, $^{*}p<0.05$. \end{table}