| { |
| "riyadh_connectivity_scaler": { |
| "feature_names": [ |
| "metro_stations_1km", |
| "commercial_count_1km", |
| "bus_stops_500m", |
| "inv_dist_metro", |
| "intersections_1km" |
| ], |
| "weights": [ |
| 0.3, |
| 0.25, |
| 0.2, |
| 0.15, |
| 0.1 |
| ], |
| "data_min_": [ |
| 0.0, |
| 0.0, |
| 0.0, |
| 2.124294083263397e-05, |
| 0.0 |
| ], |
| "data_max_": [ |
| 6.0, |
| 47.0, |
| 15.0, |
| 0.02313574361701742, |
| 18.0 |
| ] |
| }, |
| "global_mean_log": 7.864549679588488, |
| "city_median_price_sqm": 2902.8582779999997, |
| "holdout_cutoff_quarter_id": 20251, |
| "feature_names": [ |
| "district_lat", |
| "district_lon", |
| "is_apartment", |
| "is_villa", |
| "is_residential_plot", |
| "is_building", |
| "metro_stations_1km", |
| "nearest_metro_line_num", |
| "nearest_metro_type_cd", |
| "dist_metro_line1_m", |
| "dist_bus_m", |
| "log_dist_bus_m", |
| "brt_stops_500m", |
| "dist_major_intersection_m", |
| "log_dist_intersection_m", |
| "intersections_1km", |
| "intersections_500m", |
| "commercial_count_1km", |
| "commercial_density_score", |
| "district_commercial_count", |
| "district_commercial_mix", |
| "hypermarket_count_1km", |
| "supermarket_count_1km", |
| "bank_count_1km", |
| "restaurant_count_1km", |
| "hotel_count_1km", |
| "gas_station_count_1km", |
| "no2_nearest_mean", |
| "so2_nearest_mean", |
| "pm10_nearest_mean", |
| "o3_nearest_mean", |
| "dist_air_station_m", |
| "air_quality_score", |
| "rei_residential_qtr_idx", |
| "rei_apt_idx", |
| "rei_yoy_change", |
| "rei_qoq_change", |
| "rei_type_idx", |
| "dist_kafd_m", |
| "log_dist_kafd_m", |
| "dist_old_city_m", |
| "log_dist_old_city_m", |
| "dist_industrial_m", |
| "log_dist_industrial_m", |
| "dist_airport_m", |
| "log_dist_airport_m", |
| "dist_metro_m", |
| "log_dist_metro_m", |
| "metro_500m", |
| "metro_1km", |
| "nearest_metro_line", |
| "bus_stops_500m", |
| "avg_saudi_salary_yr", |
| "salary_yoy_change", |
| "district_median_price_sqm", |
| "district_transaction_volume", |
| "district_price_vs_city_avg", |
| "district_price_trend_slope", |
| "district_median_price_apt_sqm", |
| "district_encoded", |
| "district_type_encoded", |
| "district_apt_encoded", |
| "district_recent_encoded", |
| "district_apt_recent_encoded", |
| "sale_year", |
| "sale_quarter_sin", |
| "sale_quarter_cos", |
| "log_deed_count", |
| "dist_mosque_m", |
| "log_dist_mosque_m", |
| "mosque_count_500m", |
| "dist_mall_m", |
| "log_dist_mall_m", |
| "mall_count_500m", |
| "dist_school_m", |
| "log_dist_school_m", |
| "school_count_500m", |
| "dist_hospital_m", |
| "log_dist_hospital_m", |
| "hospital_count_500m", |
| "dist_park_m", |
| "log_dist_park_m", |
| "park_count_500m", |
| "dist_entertain_m", |
| "log_dist_entertain_m", |
| "entertain_count_500m", |
| "riyadh_connectivity_score", |
| "aqar_median_size_sqm", |
| "aqar_median_bedrooms", |
| "aqar_median_property_age", |
| "aqar_rent_per_sqm", |
| "bayut_listing_count", |
| "bayut_median_psqm", |
| "bayut_p25_psqm", |
| "bayut_p75_psqm", |
| "bayut_iqr_psqm", |
| "bayut_asking_premium", |
| "bayut_apt_median_psqm", |
| "bayut_plot_median_psqm", |
| "bayut_villa_median_psqm", |
| "bayut_apt_median_area_sqm", |
| "bayut_plot_median_area_sqm", |
| "bayut_villa_median_area_sqm", |
| "bayut_apt_median_rooms", |
| "bayut_plot_median_rooms", |
| "bayut_villa_median_rooms", |
| "haraj_apt_area_sqm", |
| "haraj_plot_area_sqm", |
| "haraj_villa_area_sqm", |
| "haraj_apt_age_yr", |
| "haraj_plot_age_yr", |
| "haraj_villa_age_yr", |
| "dist_pharmacy_m", |
| "log_dist_pharmacy_m", |
| "pharmacy_count_500m", |
| "dist_gym_m", |
| "log_dist_gym_m", |
| "gym_count_500m", |
| "dist_coffee_m", |
| "log_dist_coffee_m", |
| "coffee_count_500m", |
| "dist_clinic_m", |
| "log_dist_clinic_m", |
| "clinic_count_500m", |
| "dist_university_m", |
| "log_dist_university_m", |
| "university_count_500m", |
| "dist_supermarket_m", |
| "log_dist_supermarket_m", |
| "supermarket_count_500m", |
| "dist_cinema_m", |
| "log_dist_cinema_m", |
| "cinema_count_500m", |
| "dist_sports_m", |
| "log_dist_sports_m", |
| "sports_count_500m", |
| "haraj_listing_count", |
| "haraj_median_psqm", |
| "haraj_p25_psqm", |
| "haraj_p75_psqm", |
| "haraj_iqr_psqm", |
| "haraj_asking_premium", |
| "district_lag1q_median_psqm", |
| "district_lag2q_median_psqm", |
| "district_lag_momentum", |
| "district_type_lag1q_psqm", |
| "district_type_lag2q_psqm", |
| "district_lag1q_std_psqm", |
| "log_suhail_n_trans" |
| ], |
| "n_features": 149, |
| "holdout_r2": 0.8014, |
| "holdout_medape_pct": 15.59, |
| "holdout_mae_sar_sqm": 985.63, |
| "oof_r2": 0.9348, |
| "oof_medape_pct": 8.25, |
| "model_version": "riyadh_v12", |
| "n_folds": 5, |
| "train_rows": 5531, |
| "holdout_rows": 1730, |
| "meta_coefficients": [ |
| 0.4058970675675437, |
| 0.025636131585888185, |
| 0.5729989040453233 |
| ], |
| "meta_intercept": -0.031827784755385835, |
| "target": "log1p(sale_price_sar_sqm)", |
| "y_unit": "SAR/sqm", |
| "v2_improvements": [ |
| "OOF target encodings (no leakage)", |
| "District look-back mean (past quarters only)", |
| "Bayut asking price as feature", |
| "LGB min_child_samples 10->20", |
| "CAT l2_leaf_reg 2->3" |
| ], |
| "v3_improvements": [ |
| "Per-type look-back: villa, plot", |
| "Type x spatial interactions: apt*metro, apt*commercial, villa*park, villa*school, plot*intersections", |
| "XGB min_child_weight 5->7" |
| ], |
| "v4_improvements": [ |
| "SA_Aqar rental structure features (size, age, rent/sqm)", |
| "Bayut per-type structural features (villa/apt/plot area + psqm)", |
| "Haraj property age proxy (villa, apt)" |
| ], |
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| "haraj_iqr_psqm": 0.0 |
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| "\u0627\u0644\u0631\u0645\u0627\u0644- \u0627\u0644\u062a\u0639\u0645\u064a\u0631": { |
| "haraj_listing_count": 1, |
| "haraj_median_psqm": 6423.61, |
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| "haraj_median_psqm": 2722.23, |
| "haraj_p25_psqm": 2266.67, |
| "haraj_p75_psqm": 3811.66, |
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| "\u0627\u0644\u0645\u0648\u0646\u0633\u064a\u0629 \u0627\u0644\u0645\u0648\u0638\u0641 \u0627\u0644\u0645\u0633\u0624\u0648\u0644 \u0639\u0646 \u0627\u0644\u0625\u0639\u0644\u0627\u0646: \u0645\u0627\u062c\u062f": { |
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| "haraj_median_psqm": 8166.67, |
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| "haraj_p75_psqm": 8166.67, |
| "haraj_iqr_psqm": 0.0 |
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| "\u0638\u0647\u0631\u0629 \u0627\u0644\u0628\u062f\u064a\u0639\u0629": { |
| "haraj_listing_count": 9, |
| "haraj_median_psqm": 3348.21, |
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| "haraj_p75_psqm": 4329.69, |
| "haraj_iqr_psqm": 1329.69 |
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| "\u0627\u0644\u0645\u0644\u0643 \u0641\u0647\u062f": { |
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| "haraj_median_psqm": 8316.67, |
| "haraj_p25_psqm": 7291.67, |
| "haraj_p75_psqm": 11578.95, |
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| "\u0627\u0644\u0646\u0633\u064a\u0645 \u0627\u0644\u063a\u0631\u0628\u064a": { |
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| "haraj_p25_psqm": 7160.49, |
| "haraj_p75_psqm": 14516.13, |
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| "haraj_median_psqm": 6102.71, |
| "haraj_p25_psqm": 5081.6, |
| "haraj_p75_psqm": 8206.59, |
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| "haraj_p25_psqm": 2707.58, |
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| "haraj_median_psqm": 1472.5, |
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| "haraj_p75_psqm": 1507.27, |
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| "haraj_median_psqm": 617.94, |
| "haraj_p25_psqm": 500.53, |
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| "haraj_p75_psqm": 4848.48, |
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| "\u0627\u0644\u0645\u0647\u062f\u064a\u0629.": { |
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| "haraj_p75_psqm": 11250.0, |
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| "\u0627\u0644\u0646\u0633\u064a\u0645 (\u0641\u0626\u0629 \u062f) - \u0645\u062e\u0637\u0637 \u0631\u0642\u0645 1270.": { |
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| "haraj_p75_psqm": 9142.86, |
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| "haraj_p75_psqm": 7842.4, |
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| "haraj_iqr_psqm": 3666.67 |
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| "haraj_p25_psqm": 766.67, |
| "haraj_p75_psqm": 1000.0, |
| "haraj_iqr_psqm": 233.33 |
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| "\u0627\u0644\u0645\u0631\u0648\u0629": { |
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| "haraj_median_psqm": 3385.02, |
| "haraj_p25_psqm": 2569.83, |
| "haraj_p75_psqm": 4007.57, |
| "haraj_iqr_psqm": 1437.74 |
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| "\u0627\u0644\u0645\u0631\u0648\u062c": { |
| "haraj_listing_count": 3, |
| "haraj_median_psqm": 9500.0, |
| "haraj_p25_psqm": 9500.0, |
| "haraj_p75_psqm": 10100.0, |
| "haraj_iqr_psqm": 600.0 |
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| "\u0635\u0644\u0627\u062d \u0627\u0644\u062f\u064a\u0646": { |
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| "haraj_median_psqm": 4687.5, |
| "haraj_p25_psqm": 1875.0, |
| "haraj_p75_psqm": 7500.0, |
| "haraj_iqr_psqm": 5625.0 |
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| "haraj_median_psqm": 6343.7, |
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| "haraj_iqr_psqm": 0.0 |
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| "\u0627\u0644\u0633\u0644\u0627\u0645": { |
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| "haraj_median_psqm": 7200.0, |
| "haraj_p25_psqm": 7200.0, |
| "haraj_p75_psqm": 9913.26, |
| "haraj_iqr_psqm": 2713.26 |
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| "\u0627\u0644\u0632\u0647\u0631\u0627\u0621": { |
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| "haraj_median_psqm": 8263.72, |
| "haraj_p25_psqm": 8263.72, |
| "haraj_p75_psqm": 8263.72, |
| "haraj_iqr_psqm": 0.0 |
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| "haraj_median_psqm": 6666.67, |
| "haraj_p25_psqm": 2600.0, |
| "haraj_p75_psqm": 7333.33, |
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| "\u0639\u0643\u0627\u0638": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u064a\u0645\u0627\u0645\u0629": { |
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| "nearest_metro_line": 1, |
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| "\u0627\u0644\u062e\u0632\u0627\u0645\u0649": { |
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| "nearest_metro_line": 4, |
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| "\u0627\u0644\u0645\u0644\u0643 \u0639\u0628\u062f\u0627\u0644\u0644\u0647": { |
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| "nearest_metro_line": 6, |
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| "\u0636\u0627\u062d\u064a\u0629 \u0646\u0645\u0627\u0631": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0648\u0627\u062f\u064a": { |
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| "\u0627\u0644\u0645\u0634\u0627\u0639\u0644": { |
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| "\u0627\u0644\u062c\u0632\u064a\u0631\u0629": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0646\u0633\u064a\u0645 \u0627\u0644\u063a\u0631\u0628\u064a": { |
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| "nearest_metro_line": 6, |
| "bus_stops_500m": 6 |
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| "\u0627\u0644\u062d\u0627\u0626\u0631": { |
| "dist_metro_m": 18440.4, |
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| "\u0627\u0644\u0639\u0631\u064a\u062c\u0627\u0621": { |
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| "nearest_metro_line": 3, |
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| "\u0634\u0628\u0631\u0627": { |
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| "nearest_metro_line": 3, |
| "bus_stops_500m": 6 |
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| "\u0627\u0644\u063a\u0646\u0627\u0645\u064a\u0629": { |
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| "\u0642\u0631\u0637\u0628\u0629": { |
| "dist_metro_m": 3444.0, |
| "nearest_metro_line": 4, |
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| "\u0623\u0645 \u0627\u0644\u062d\u0645\u0627\u0645 \u0627\u0644\u0634\u0631\u0642\u064a": { |
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| "\u0627\u0644\u0634\u0647\u062f\u0627\u0621": { |
| "dist_metro_m": 672.0, |
| "nearest_metro_line": 6, |
| "bus_stops_500m": 4 |
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| "dist_metro_m": 7120.4, |
| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0633\u0644\u0627\u0645": { |
| "dist_metro_m": 1707.7, |
| "nearest_metro_line": 3, |
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| "\u0627\u0644\u062e\u0627\u0644\u062f\u064a\u0629": { |
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| "nearest_metro_line": 3, |
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| "\u0633\u0644\u0637\u0627\u0646\u0629": { |
| "dist_metro_m": 1243.0, |
| "nearest_metro_line": 3, |
| "bus_stops_500m": 8 |
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| "\u0627\u0644\u0639\u0631\u064a\u062c\u0627\u0621 \u0627\u0644\u0623\u0648\u0633\u0637": { |
| "dist_metro_m": 1408.5, |
| "nearest_metro_line": 3, |
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| "\u0637\u064a\u0628\u0629": { |
| "dist_metro_m": 6856.8, |
| "nearest_metro_line": 1, |
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| "\u0645\u0646\u0641\u0648\u062d\u0629": { |
| "dist_metro_m": 938.2, |
| "nearest_metro_line": 1, |
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| "\u0627\u0644\u0645\u0644\u0643 \u0639\u0628\u062f\u0627\u0644\u0639\u0632\u064a\u0632": { |
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| "nearest_metro_line": 5, |
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| "nearest_metro_line": 3, |
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| "nearest_metro_line": 5, |
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| "\u0627\u0644\u0639\u0648\u062f": { |
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| "nearest_metro_line": 1, |
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| "\u0627\u0644\u0645\u062f\u064a\u0646\u0629 \u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629 \u0627\u0644\u062c\u062f\u064a\u062f\u0629": { |
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| "\u0627\u0644\u0645\u0639\u064a\u0632\u064a\u0644\u0629": { |
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| "nearest_metro_line": 2, |
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| "\u0627\u0644\u0632\u0647\u0631\u0627\u0621": { |
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| "nearest_metro_line": 5, |
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| "\u0645\u0637\u0627\u0631 \u0627\u0644\u0645\u0644\u0643 \u062e\u0627\u0644\u062f \u0627\u0644\u062f\u0648\u0644\u064a": { |
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| "\u0639\u0631\u064a\u0636": { |
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| "nearest_metro_line": 2, |
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| "\u0627\u0644\u0641\u0631\u0633\u0627\u0646": { |
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| "\u0627\u0644\u0628\u0631\u064a\u0629": { |
| "dist_metro_m": 12724.4, |
| "nearest_metro_line": 1, |
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| "\u0627\u0644\u0631\u0633\u0627\u0644\u0629": { |
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| "nearest_metro_line": 2, |
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| "\u0639\u062a\u064a\u0642\u0629": { |
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| "\u0627\u0644\u0647\u062f\u0627": { |
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| "nearest_metro_line": 2, |
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| "\u062b\u0644\u064a\u0645": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0632\u0647\u0648\u0631": { |
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| "nearest_metro_line": 4, |
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| "\u0627\u0644\u0635\u0627\u0644\u062d\u064a\u0629": { |
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| "nearest_metro_line": 3, |
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| "\u0623\u0645 \u0627\u0644\u062d\u0645\u0627\u0645 \u0627\u0644\u063a\u0631\u0628\u064a": { |
| "dist_metro_m": 2928.9, |
| "nearest_metro_line": 2, |
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| "\u0627\u0644\u0648\u0632\u0627\u0631\u0627\u062a": { |
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| "nearest_metro_line": 5, |
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| "\u0627\u0644\u062e\u064a\u0631": { |
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| "nearest_metro_line": 4, |
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| "\u0627\u0644\u0631\u0627\u064a\u0629": { |
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| "nearest_metro_line": 1, |
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| "\u0627\u0644\u0645\u0634\u0631\u0642": { |
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| "nearest_metro_line": 2, |
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| "\u0627\u0644\u0632\u0627\u0647\u0631": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0639\u0644\u0627": { |
| "dist_metro_m": 45598.2, |
| "nearest_metro_line": 2, |
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| "\u0627\u0644\u0635\u0646\u0627\u0639\u064a\u0629": { |
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| "\u0627\u0644\u0645\u0631\u0642\u0628": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0641\u064a\u0635\u0644\u064a\u0629": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0641\u0627\u062e\u0631\u064a\u0629": { |
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| "nearest_metro_line": 3, |
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| "\u0627\u0644\u0634\u0639\u0644\u0629": { |
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| "nearest_metro_line": 2, |
| "bus_stops_500m": 2 |
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| "\u0627\u0644\u0646\u062e\u0628\u0629": { |
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| "nearest_metro_line": 1, |
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| "\u0627\u0644\u0639\u0645\u0644": { |
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| "nearest_metro_line": 5, |
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| "\u0627\u0644\u0634\u0641\u0627": { |
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| "nearest_metro_line": 3, |
| "bus_stops_500m": 5 |
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| "\u0627\u0644\u0645\u0644\u0643 \u0633\u0644\u0645\u0627\u0646": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
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| "\u0627\u0644\u0635\u0641\u0627": { |
| "dist_metro_m": 1059.4, |
| "nearest_metro_line": 3, |
| "bus_stops_500m": 0 |
| }, |
| "\u0639\u0644\u064a\u0634\u0629": { |
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| "nearest_metro_line": 3, |
| "bus_stops_500m": 0 |
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| "\u0627\u0644\u0645\u0646\u0635\u0648\u0631\u0629 (\u062e\u0646\u0634\u0644\u064a\u0644\u0629)": { |
| "dist_metro_m": 1237.5, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 8 |
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| "\u0627\u0644\u0634\u0631\u0641\u064a\u0629": { |
| "dist_metro_m": 3412.8, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 10 |
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| "\u0627\u0644\u0646\u0648\u0631": { |
| "dist_metro_m": 6072.9, |
| "nearest_metro_line": 3, |
| "bus_stops_500m": 0 |
| }, |
| "\u0627\u0644\u0633\u062d\u0627\u0628": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
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| "\u0627\u0644\u0646\u0627\u0635\u0631\u064a\u0629": { |
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| "nearest_metro_line": 1, |
| "bus_stops_500m": 7 |
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| "\u0627\u0644\u0648\u0633\u0627\u0645": { |
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| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
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| "\u0627\u0644\u0645\u0631\u062c\u0627\u0646": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
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| "\u0627\u0644\u0648\u0634\u0627\u0645": { |
| "dist_metro_m": 2294.4, |
| "nearest_metro_line": 3, |
| "bus_stops_500m": 6 |
| }, |
| "\u0623\u062e\u0631\u0649": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0627\u0644\u0635\u0641\u0627\u0621": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0627\u0644\u0634\u0641\u0627\u0621": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0648\u0627\u062f\u064a \u0644\u0628\u0646": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0633\u062f\u0631\u0629": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0638\u0647\u0631\u0629 \u0627\u0644\u0639\u0648\u062f\u0629 \u0634\u0631\u0642": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0627\u0644\u0631\u0627\u0628\u064a\u0629": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0638\u0647\u0631\u0647 \u0627\u0644\u0639\u0648\u062f\u0629 \u063a\u0631\u0628": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| }, |
| "\u0623\u0645 \u0633\u0644\u064a\u0645": { |
| "dist_metro_m": 1670.0, |
| "nearest_metro_line": 3, |
| "bus_stops_500m": 4 |
| }, |
| "\u0627\u0644\u0645\u0646\u0635\u0648\u0631\u0629": { |
| "dist_metro_m": 43.2, |
| "nearest_metro_line": 1, |
| "bus_stops_500m": 9 |
| } |
| }, |
| "segment_by_type": { |
| "apartment": { |
| "r2": 0.6345, |
| "medape": 12.83, |
| "n": 616 |
| }, |
| "villa": { |
| "r2": 0.7481, |
| "medape": 12.39, |
| "n": 422 |
| }, |
| "residential_plot": { |
| "r2": 0.7786, |
| "medape": 20.82, |
| "n": 553 |
| }, |
| "building": { |
| "r2": 0.5364, |
| "medape": 18.61, |
| "n": 139 |
| } |
| }, |
| "district_type_lag_map": { |
| "\u0623\u062d\u062f|apt": { |
| "lag1": 2907.9, |
| "lag2": 3395.7, |
| "std1": 2128.5 |
| }, |
| "\u0623\u062d\u062f|plot": { |
| "lag1": 1338.5, |
| "lag2": 1192.0, |
| "std1": 1356.4 |
| }, |
| "\u0623\u062d\u062f|villa": { |
| "lag1": 3010.7, |
| "lag2": 2880.4, |
| "std1": 2305.9 |
| }, |
| "\u0623\u0645 \u0627\u0644\u062d\u0645\u0627\u0645 \u0627\u0644\u0634\u0631\u0642\u064a|plot": { |
| "lag1": 5831.7, |
| "lag2": 5500.7, |
| "std1": 1356.4 |
| }, |
| "\u0623\u0645 \u0627\u0644\u062d\u0645\u0627\u0645 \u0627\u0644\u0634\u0631\u0642\u064a|villa": { |
| "lag1": 9097.2, |
| "lag2": 11689.9, |
| "std1": 2305.9 |
| }, |
| "\u0623\u0645 \u0627\u0644\u062d\u0645\u0627\u0645 \u0627\u0644\u063a\u0631\u0628\u064a|plot": { |
| "lag1": 4723.6, |
| "lag2": 3998.2, |
| "std1": 1356.4 |
| }, |
| "\u0625\u0634\u0628\u064a\u0644\u064a\u0629|apt": { |
| "lag1": 3517.2, |
| "lag2": 5155.9, |
| "std1": 2128.5 |
| }, |
| "\u0625\u0634\u0628\u064a\u0644\u064a\u0629|plot": { |
| "lag1": 1840.9, |
| "lag2": 2570.9, |
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