record_id,decision,reason_code,reason,property_type_guess,outcome_guess,country_guess,ai_ml_flag
0b75eaf2598b7c9697584c08a8e7bc9181ab2cb9,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML pricing of public facilities to value private properties with urban data,mixed,unknown,China,1
1b841e343e18283fd0936884afa6cfde8ce6087c,exclude,E2_no_characteristics,"Macro determinants of house price index (construction cost, foreign sales)",unknown,unknown,Turkey,0
1588daa7c938ce0c1ee6d0196f223c60e135f932,include,ELIGIBLE_HEDONIC,"Impact of high-density development on low-density residential property values, Sydney",single_family,transaction,Australia,0
1dd8017f34c0c5d21554850c1caebf8d5f2a6764,exclude,E5_not_empirical_regression,Dispersion of EPC labels among assessors; no price regression,unknown,unknown,Portugal,0
0f6dcae9dc8da736a128b35bd45eb0d06e704941,unclear,UNCLEAR_other,Residential attractiveness mechanism in compact Hong Kong; unclear if price regression,unknown,unknown,Hong Kong,0
007a7ee2b0695760c90d8044d2acb4be6bc91fa1,exclude,E5_not_empirical_regression,Agent-based relocation simulation for flood risk management,unknown,unknown,Japan,0
173fad5adefb807ae60f0e96747804872c442755,exclude,E1_no_residential_price,Logit on migrant workers' willingness to buy; no price outcome,unknown,unknown,China,0
21933516b79decc88a6510dbe30380fd9042adc0,unclear,UNCLEAR_other,Veblen premium for high-end houses across US MSAs; unit of analysis unclear,unknown,unknown,United States,0
0916e726c85e50653fac514f67b0cb29852dc7ce,exclude,E3_theory_method_only,Life-cycle model of LTC insurance and reverse mortgages,unknown,unknown,unknown,0
0e4b650a16a57574ef9d5bc321206765f2284c2b,exclude,E1_no_residential_price,Network analysis of Airbnb financial complex; no price regression,rental,unknown,unknown,0
e3d40b94789507826f707f95f0b49aebd3b93c16,include,ELIGIBLE_HEDONIC,Hedonic housing price modelling for tax assessment in municipalities,mixed,unknown,unknown,0
1cf2d93c22d996d7e36758a680b91549e5233569,exclude,E4_review_or_meta,Bibliometric co-citation analysis of real estate research,unknown,unknown,unknown,0
1a42693f6b206c4a916bb9d8fee60dae4215f18c,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Training-dataset optimisation for ML house price estimation system,unknown,transaction,unknown,1
84ab5aec3ac3cd7544da95aba22437a4a836c6bb,exclude,E4_review_or_meta,Editorial introduction to a volume on Swiss hedonic studies,unknown,unknown,Switzerland,0
0731671c97a0e27d246169336ff25e11c0f81c31,unclear,UNCLEAR_other,Big-data house price prediction model for China; property-level vs macro unclear,unknown,unknown,China,1
0fb883be05d46eeb52221d99d80943c41858384b,exclude,E4_review_or_meta,Meta-analysis of tourism and housing prices,unknown,unknown,unknown,0
1a680b1c4fa31ce364f99713b608fb3fc501af18,exclude,E2_no_characteristics,Black suburbanization accounting exercise; no property-level regression,unknown,unknown,United States,0
111f13f9a41f309a5321f70a11984c0f7a6d8f74,exclude,E2_no_characteristics,"Provincial average price vs income and investment, time series",unknown,unknown,China,0
doi_10_1108_14635780010324330,exclude,E1_no_residential_price,"Review of lease clause pricing models, commercial leases",unknown,unknown,United Kingdom,0
doi_10_5209_rev_aguc_2012_v32_n2_39721,exclude,E2_no_characteristics,Immigrant spatial distribution vs housing prices at census level,unknown,unknown,Spain,0
doi_10_1108_14635780210433490,exclude,E5_not_empirical_regression,"GIS mapping of landed property value distribution, no hedonic regression",single_family,transaction,Singapore,0
doi_10_1590_s0101_41612011000400005,exclude,E1_no_residential_price,Hedonic model of office rents in Sao Paulo,unknown,rent,Brazil,0
1529e86345168d24217580773a14def0af239db5,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"MLR vs random forest house price prediction, South Jakarta",single_family,unknown,Indonesia,1
doi_10_1080_0042098992467,exclude,E3_theory_method_only,General equilibrium model of price-rent dynamics,unknown,unknown,Hong Kong,0
090c18c31a71990a688e0fc2ffbfb42e517bd96e,include,ELIGIBLE_HEDONIC,Title: property value premium of proximity to carsharing/bikesharing NYC (no abstract),mixed,transaction,United States,0
doi_10_1023_a_1003158231050,include,ELIGIBLE_HEDONIC,Title: hedonic estimation of apartment auction prices in Moscow (no abstract),condo_apartment,transaction,Russia,0
doi_10_3923_sscience_2010_520_524,include,ELIGIBLE_HEDONIC,Title: hedonic analysis of residential housing market in a Third World city (no abstract),unknown,unknown,unknown,0
doi_10_1109_icmse_2009_5317673,unclear,UNCLEAR_no_abstract,SEM plus hedonic theory on residential product value; no abstract,unknown,unknown,China,0
15b2bde6393741ff011895178e679ce0fd3fa258,unclear,UNCLEAR_no_abstract,1978 content analysis of house price determinants; method unclear,unknown,unknown,unknown,0
032506256464cb057d099eda9047dfcd294dd6a4,include,ELIGIBLE_HEDONIC,Title: spatial heterogeneity of housing prices with large datasets (no abstract),unknown,unknown,unknown,0
1c574054da19dd2bcf7afd9efc702178b64ce96f,exclude,E1_no_residential_price,Broadband bandwidth and quality of life in Sweden,unknown,unknown,Sweden,0
652f2a7331fb4caf0e0f56ce5d54e89b7fb17c52,exclude,E1_no_residential_price,Behavioural model of millennials' sustainable housing choice,unknown,unknown,unknown,0
178c8a396ba18bde056690a78086c1285b7eebdb,exclude,E1_no_residential_price,Real estate market behaviour and trust in financial sector,unknown,unknown,Eurozone,0
0f780c7a6c03ab9eda46750f6539d4176c21c8a7,exclude,E2_no_characteristics,Macro aggregates vs house prices across OECD countries,unknown,unknown,OECD,0
0e3ac5b13b1c6cb3be3a17167e2f08d4be41fd86,include,ELIGIBLE_ML_PREDICTIVE_ONLY,HDB resale price prediction with Twitter sentiment,condo_apartment,transaction,Singapore,1
doi_10_5821_ace_v1i2_2342,exclude,E1_no_residential_price,Qualitative study of Latin American social housing landscapes,unknown,unknown,Latin America,0
217a40f1cfff83bcf4b3c22d38b8813122cb031d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Ames housing price prediction, linear regression and ML",single_family,transaction,United States,1
0edea8d65db6fc7d12a5c145f3890373f04663d2,exclude,E1_no_residential_price,"Migrant settlement intention, no price outcome",unknown,unknown,China,0
1a16527b55042d962cc5a2f9129e939fead6234b,exclude,E1_no_residential_price,Housing conditions and economic development in Cambodia,unknown,unknown,Cambodia,0
09d0b83b84ac013711727e03d57c0d21df105e53,exclude,E1_no_residential_price,Binary logit of housing tenure choice,unknown,unknown,South Korea,0
0a4cbd2ff10d4d3721d2dd9404b6de243cd3c8fc,exclude,E1_no_residential_price,"Compact/mixed development impact on land value, not residential price",unknown,appraisal,United States,0
0bd50e6cf101b9f91f34ced844dff3dc0e58687c,exclude,E2_no_characteristics,House price index cointegration with macro determinants,unknown,unknown,Malaysia,0
118f33445e7159970c0bccb1938a535d4e84bab2,include,ELIGIBLE_HEDONIC,"Regression of residential rents on proximity to waste dumpsite, Ibadan",rental,rent,Nigeria,0
16ff9ab5caa1f21f40d959d0083736cbf7d703ab,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML model comparison on California housing dataset,mixed,unknown,United States,1
doi_10_3406_bifea_1988_960,exclude,E5_not_empirical_regression,Housing typology description in Peruvian towns,unknown,unknown,Peru,0
1a641cb29064cb19e857e4c9e85ff21325a76aff,unclear,UNCLEAR_other,"ML prediction of Airbnb nightly listing prices; short-term rental, not housing rent",rental,listing,United States,1
21cc3cbb0b23f96fa881196e451ae01adffe53ad,exclude,E2_no_characteristics,"FDI effect on China housing prices, macro",unknown,unknown,China,0
0ffd4d6e1c1775899e35ebc52a4be0d1e14f9ed0,exclude,E1_no_residential_price,Determinants of household debt,unknown,unknown,Malaysia,0
1a65cab5a3ea6d45a41f757925ec2df2bc2b0be2,include,ELIGIBLE_HEDONIC,"GWR of LRT effects on residential property values, Kuala Lumpur",mixed,transaction,Malaysia,0
186059696fda499ec0a8bc191505c1607f5fb797,exclude,E2_no_characteristics,Housing bubble and macro determinants of Penang HPI,unknown,unknown,Malaysia,0
09777faa14aafa05fd9004b1e1abf68bf20a7c8a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Web-based linear regression property value prediction from physical features,single_family,listing,Indonesia,0
1437031d5059caa3fbb16381437fc279d49f30a7,include,ELIGIBLE_HEDONIC,"Spillover of historic landmarks on townhouse prices, Ho Chi Minh City",single_family,unknown,Vietnam,0
02b341c3eeb0bbf85a5763839570bd0d1d9ed55d,exclude,E2_no_characteristics,Macro and demographic determinants of London HPI,unknown,unknown,United Kingdom,0
62be846525bcdce01e3d5e6a4cae5d81922a8228,include,ELIGIBLE_HEDONIC,Economic value of walkability in real estate value,unknown,unknown,Australia,0
1bac7fd1813f43b3899e130d58b114f802c5d352,exclude,E2_no_characteristics,City-level determinants of housing prices in China,unknown,unknown,China,0
16750412389e4b10a688a0f59da83c1a43789e0c,exclude,E2_no_characteristics,Tract-level housing voucher and neighbourhood dynamics,unknown,unknown,United States,0
0fa0d19d9d0981ab0353b0e00a1b2abc5681b42d,exclude,E1_no_residential_price,Housing cost overburden and population health,unknown,unknown,Europe,0
086fcff65197416ca3c2dcb6a697eb28e4972735,exclude,E5_not_empirical_regression,Qualitative neighbourhood redevelopment case study,unknown,unknown,United States,0
122a34e7d81c2534c504d2bdffac655420114887,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"ML model of housing characteristics and prices before/after earthquake, Adana",condo_apartment,listing,Turkey,1
1dbf4d22fa3cfb65dc231a94a65101a027320c3d,exclude,E1_no_residential_price,Mortgage credit risk drivers,unknown,unknown,Germany,0
doi_10_1155_2010_854634,exclude,E1_no_residential_price,"Imputed rent for poverty measurement, not hedonic analysis",unknown,rent,Spain,0
206f97e2f1b267e7cbc35faacfacc3691888a6cb,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Ensemble vs linear ML for house price prediction,unknown,unknown,unknown,1
doi_10_5209_crla_54985,exclude,E5_not_empirical_regression,Essay on territorial dimension of housing crisis,unknown,unknown,Spain,0
doi_10_1590_1982_3533_2020v29n3art12,unclear,UNCLEAR_other,Hedonic price index for apartments from fiscal data; coefficients may be reported,condo_apartment,appraisal,Brazil,0
06ce917b573f3f37c626b91a886f02df73886afa,exclude,E1_no_residential_price,Housing prices as regressor for industrial upgrading,unknown,unknown,China,0
doi_10_1108_02637470210452944,exclude,E1_no_residential_price,Family life cycle segmentation for marketing,unknown,unknown,unknown,0
0ca873ef664d6c9b3e2589f33a5e85d2f7346c6c,exclude,E5_not_empirical_regression,Kernel density of rental hotspots from Weibo data,rental,unknown,China,0
1b6cb0abbe5638e619a4a5c36c577475a8ee7e64,unclear,UNCLEAR_other,Tract-level SAR/GWR of home values on immigration; aggregate unit,unknown,unknown,United States,0
0fadb75139f324336e4a8a9203e1a9908c576878,include,ELIGIBLE_HEDONIC,"Effect of public rental housing types on nearby housing prices, Seoul",condo_apartment,transaction,South Korea,0
23e3bd0a83117858737aabfe67362f511cf7319d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction with feature engineering,unknown,unknown,unknown,1
doi_10_3406_espos_2003_2067,exclude,E5_not_empirical_regression,Urban geopolitics of housing in Oakland,unknown,unknown,United States,0
00a3947455c0f184f91537f1928d74d55458fc13,exclude,E1_no_residential_price,Hospital-community stable matching simulation,unknown,unknown,China,0
doi_10_2139_ssrn_339482,exclude,E3_theory_method_only,Theoretical model of locational rent with dispersed employment,unknown,unknown,United States,0
doi_10_3406_espos_1986_1090,exclude,E5_not_empirical_regression,Historical social differentiation in pre-industrial cities,unknown,unknown,Europe,0
doi_10_18389_dearq19_2016_02,exclude,E5_not_empirical_regression,Architectural study of social housing in Guayaquil,unknown,unknown,Ecuador,0
doi_10_1177_095624789500700201,exclude,E1_no_residential_price,Descriptive study of rent-free tenure in La Paz,rental,unknown,Bolivia,0
107390c0e78fe2efd47b358bb195c555aff01c96,include,ELIGIBLE_HEDONIC,Title: dockless bike sharing and subway housing price premium (no abstract),condo_apartment,transaction,China,0
139a32c171216feaad674ea1857ab835d598fe3a,include,ELIGIBLE_HEDONIC,Title: predicting housing prices in central Ankara with spatial dependence (no abstract),unknown,unknown,Turkey,0
doi_10_1111_j_1467_789x_2008_00526_x,exclude,E8_not_housing_market,Obesity and hedonic rewards,unknown,unknown,unknown,0
doi_10_11132_rea_2002_63,exclude,E1_no_residential_price,Hedonic models for commercial property valuation,unknown,unknown,Brazil,0
1d387ccd14a29a13e3ff478949366073f8b821a9,exclude,E2_no_characteristics,Title: neighbourhood-level housing price change determinants (no abstract),unknown,unknown,South Korea,0
doi_10_5821_ace_16_46_9645,exclude,E8_not_housing_market,COVID-19 and urban microbiology conceptual model,unknown,unknown,Latin America,0
doi_10_5821_ace_9_26_3690,exclude,E5_not_empirical_regression,Comparative social housing policy Barcelona-London,unknown,unknown,Spain,0
0fbe8e32d313fd653f3549cd8019309f3108a3cc,exclude,E1_no_residential_price,Parking and commute mode choice,unknown,unknown,unknown,0
11b814911e9563fb8fcfea33db34c00f4cab2248,exclude,E1_no_residential_price,"Housing choice and neighbourhood homogeneity, no price outcome",unknown,unknown,India,0
101a2f05887ff84716bb578ffed57490768464b8,exclude,E1_no_residential_price,Extreme commuting and built environment,unknown,unknown,China,0
0772f01a20301434818cca51c003b6b67a2ccc30,include,ELIGIBLE_HEDONIC,Housing attributes and housing price in East Surabaya,single_family,unknown,Indonesia,0
1047e177a56da4d198975f62c8c3f48b0e97fc1a,exclude,E1_no_residential_price,Vegetation structure vs parcel characteristics,unknown,unknown,United States,0
003d1d097ad85ad65e2fec4d0c0e2bdf708ec18a,exclude,E5_not_empirical_regression,Descriptive affordability assessment Kolkata,unknown,unknown,India,0
154f55871a6811fb1dd94f5c020e97dabe79c8c3,include,ELIGIBLE_HEDONIC,"Frontier estimation of just market value from property features, central Florida",single_family,appraisal,United States,0
022921fccba6721f3a22c5f10e3cbb2feb66119f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction with dataset analysis,unknown,unknown,unknown,1
137e1f51d64b7e08b91c1a5103065a91cf95d765,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Housing price prediction from satellite imagery mosaics,unknown,unknown,unknown,1
073362179d41d905fa9348a3c07d92c70aa561fb,exclude,E5_not_empirical_regression,Interviews on planning and housing supply,unknown,unknown,Australia,0
0e171bc0cf3166211a4ee472f78ace933d94ce7e,exclude,E2_no_characteristics,"Pandemic and consumer confidence effects on Turkish house prices, time series",unknown,unknown,Turkey,0
01e2f1bf2915117a013dff8a924c07e2ed16f152,include,ELIGIBLE_HEDONIC,House prices and ethnic diversity/immigrant amenities in consumer cities,mixed,transaction,Netherlands,0
05b8d5d73f66d0b656f19524f09b63952c5b5e78,exclude,E1_no_residential_price,Household debt determinants MDS,unknown,unknown,South Africa,0
045824f58ea472e163759e797584e5576a84c3e2,exclude,E1_no_residential_price,Survey of young people's public housing preference,unknown,unknown,South Korea,0
22aee72e39de274ac7e3d768be69281abe204a50,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Regression/ML prediction on California census housing data,mixed,unknown,United States,1
0d17a85534b3d09fe647317dba6d3777ed7c03b9,exclude,E1_no_residential_price,Housing prices as predictor of crime rates,unknown,unknown,China,0
212a7de78f54a54bbaeb57b89da02d02f80ee713,unclear,UNCLEAR_other,Municipal amalgamations and local housing prices; unit of analysis unclear,unknown,unknown,unknown,0
15864a01e27a692b6f52efb3ad56b41b182ece42,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Boston house price prediction with LR, RF, XGBoost, SVM",mixed,unknown,United States,1
08c80a2a09e00b68a624d91cf47284bd15c142a0,exclude,E3_theory_method_only,Composite kernel Gaussian process method,unknown,unknown,unknown,1
228d721cfddb5895809c603c6a360b601b85385f,exclude,E1_no_residential_price,Housing price indices and suicide rates,unknown,unknown,Taiwan,0
1ea3eb6493d53d6265e6d3023a34345028e10a53,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Tree-based ML models for house price prediction,unknown,unknown,unknown,1
20c47e6d16d92e45a64084acfa03519ccc6cd322,exclude,E3_theory_method_only,Econometric theory for partially linear SAR models,unknown,unknown,unknown,0
doi_10_3917_ecofi_115_0165,exclude,E5_not_empirical_regression,Descriptive overview of French social housing stock,unknown,unknown,France,0
02742b133103861a00294c8789ecda40dd1a92cf,exclude,E2_no_characteristics,Comparison of two macro house-price booms,unknown,unknown,United States,0
097541d5d8259cc3f136e59466b79c355bbb8adc,exclude,E1_no_residential_price,Housing price effect on industrial agglomeration,unknown,unknown,China,0
10f2ce55a94a4420983b1a53810c88f2a191a4c8,include,ELIGIBLE_ML_PREDICTIVE_ONLY,OLS/ridge/lasso/elastic net comparison on Boston housing,mixed,unknown,United States,1
115123fc78b07d4317352415f8f8138a2acbb000,include,ELIGIBLE_HEDONIC,GAM non-linear effects of 49 factors on Taipei transactions,mixed,transaction,Taiwan,0
doi_10_29105_vtga7_1_139,include,ELIGIBLE_HEDONIC,Hedonic valuation of green areas in Monterrey housing,mixed,unknown,Mexico,0
doi_10_1177_1077727x7500300304,exclude,E8_not_housing_market,Apartment floor and child socialization,unknown,unknown,United States,0
doi_10_1108_14635789410055877,exclude,E1_no_residential_price,Legal aspects of rent-free periods in commercial leases,unknown,unknown,United Kingdom,0
19c1e5af3fcd518cf12b85ade20e92b6b1d81e15,exclude,E3_theory_method_only,Linear regression algorithm for uncertain data,unknown,unknown,unknown,1
doi_10_35319_lajed_20066244,include,ELIGIBLE_HEDONIC,"Spatial model of housing offer prices, Cochabamba",single_family,listing,Bolivia,0
1eb222ded13bcce9a94322fff441317263e0802f,exclude,E2_no_characteristics,Spatial causality method applied to aggregate California home prices and income,unknown,unknown,United States,0
doi_10_5209_rev_aguc_2012_v32_n1_39312,exclude,E5_not_empirical_regression,Geographic description of single-family sprawl in Madrid,single_family,unknown,Spain,0
22074274bd7f941d6beb0aefc2de86b0be6d62af,exclude,E2_no_characteristics,"Foreign capital inflows and house price booms, time-varying causality",unknown,unknown,Emerging markets,0
doi_10_2202_1935_1682_2369,exclude,E3_theory_method_only,Theoretical contest model of rent control,unknown,unknown,unknown,0
doi_10_1002_bref_67,exclude,E1_no_residential_price,Apartment development investment risk,multifamily,unknown,United States,0
0a4864ea200f84ca7460ea3c0bb7aa69a48020cd,exclude,E1_no_residential_price,Mortgage rates and credit risk,unknown,unknown,United States,0
48411b9c587c1cd553d1d623dfb67b221a5a52c5,include,ELIGIBLE_HEDONIC,Title: real estate agents and house prices near environmental disamenities (no abstract),single_family,transaction,United States,0
142f8b5b14a282ab80f3540dd2110fa6d20868f9,exclude,E2_no_characteristics,"Title: spatial dimension of US house price developments, aggregate (no abstract)",unknown,unknown,United States,0
doi_10_1108_03068299810193650,include,ELIGIBLE_HEDONIC,Hedonic price functions for Moscow apartment auctions; possible duplicate of record 25,condo_apartment,transaction,Russia,0
doi_10_1016_b978_0_12_374387_9_00018_0,exclude,E8_not_housing_market,Obesity hedonic markers,unknown,unknown,unknown,0
doi_10_32468_tef_78,unclear,UNCLEAR_no_abstract,Hedonic price index for new housing in Bogota; index-only vs coefficients unclear,condo_apartment,unknown,Colombia,0
doi_10_3917_rce_009_0130,exclude,E4_review_or_meta,Pedagogical overview of the hedonic method applied to housing,unknown,unknown,France,0
1522a79b9f036f8b5a70f9dbb6709a506d1f9e63,include,ELIGIBLE_HEDONIC,Title: multidimensional neighbourhood amenities and housing prices in urban China (no abstract),condo_apartment,unknown,China,0
1bb9f4c3e65f34e16fe91a169f23a72ca86fa773,exclude,E1_no_residential_price,Business improvement districts in Albania,unknown,unknown,Albania,0
doi_10_5821_ctv_8665,exclude,E1_no_residential_price,Site selection methodology for social housing,unknown,unknown,Chile,0
doi_10_5821_ctv_7625,exclude,E5_not_empirical_regression,Social division of space in Puerto Vallarta,unknown,unknown,Mexico,0
069ca9ce54da16257993bdf2854d4ebb24be4ed3,exclude,E5_not_empirical_regression,Affordability assessment of state-led housing Istanbul,unknown,unknown,Turkey,0
02d335cc9cc16c91da5a0f110b3042dabb968b2b,exclude,E8_not_housing_market,Digital nomads labour market,unknown,unknown,unknown,0
03f9ddbb998e2a8a14e03760f028c83c5df3f6d8,exclude,E1_no_residential_price,Residents' motivations for tree planting,unknown,unknown,United States,0
083ce3e33086ac7418ef54ab1e96633f719f69d1,exclude,E2_no_characteristics,City-level panel spatial econometrics of conversion pricing differences,unknown,unknown,China,0
168c40738b634753c24fac8e1a57758d85754ccb,exclude,E2_no_characteristics,Generation Y behaviour and aggregate housing price growth,unknown,unknown,Indonesia,0
1c75686210bce764e40fbd946ab99b42d8d8b859,exclude,E1_no_residential_price,Urban shrinkage path analysis,unknown,unknown,Iran,0
doi_10_2139_ssrn_389404,exclude,E1_no_residential_price,Homeownership as hedge against rent risk; tenure choice,unknown,unknown,United States,0
021617384e27e70090afa0ed71ccc25bd4242cf2,exclude,E2_no_characteristics,Macro-financial and survey-based determinants of Egyptian housing prices,unknown,unknown,Egypt,0
1b9dfc85e40139cac16f18401e0e2150861d4f6e,exclude,E3_theory_method_only,Panel econometric methods for aggregate housing price determinants,unknown,unknown,unknown,0
17888f2589eb5129df9ff4e8efce7499a0a8b09b,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression ML prediction of house prices in India,unknown,transaction,India,1
044c9f15cd588686f2877e89ed2c4450c04b5cc2,include,ELIGIBLE_HEDONIC,"Spatial econometric models of asking sale and rental prices, Zagreb",condo_apartment,listing,Croatia,0
1ccecde3f8f412d0b37520cde11baab729f9cfba,exclude,E1_no_residential_price,Income and wealth mobility in Spain,unknown,unknown,Spain,0
051db2dd045449c65ee5cd426acb94623cc8a917,exclude,E1_no_residential_price,Household liquid assets,unknown,unknown,Australia,0
096760f3ae2b35c2a19b745963c17c91ae8db703,exclude,E1_no_residential_price,Housing prices and fertility intentions,unknown,unknown,China,0
1a3984f7357b598ddbc1d6b463226c56fefe9a6b,exclude,E1_no_residential_price,Building losses from sea-level rise,unknown,unknown,China,0
060ee6f01607a112a298d3118b984f4272b7a082,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML prediction on Boston housing dataset,mixed,unknown,United States,1
15fafa249bfb405131b68b8b2bafec4e222337c2,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"MLR vs RF house price prediction, Semarang",single_family,unknown,Indonesia,1
16fd9c07a6ae1f1f3fe9add544d2b5c5f33a8e10,exclude,E8_not_housing_market,Financial volatility synergy China-US,unknown,unknown,China,0
181b89f8841ad6d7904bbbc418adf681a5fd7034,exclude,E1_no_residential_price,Option valuation of mortgage default risk,unknown,unknown,unknown,0
229ad63adfebaa8ed206ca11b5bf0ca7a5209692,include,ELIGIBLE_HEDONIC,Hedonic value of living close to Maroochy River (title field is mislabeled),single_family,transaction,Australia,0
0b29ac8adad5af9454dc2202a7a6f9569c27a268,exclude,E2_no_characteristics,ML prediction of housing prices from macro features only,unknown,unknown,unknown,1
225d6eb968ddfd1d17a7fe26ac30d791e1188f79,include,ELIGIBLE_HEDONIC,Effect of fracking well locations on housing prices,single_family,transaction,United States,0
0c59335ca1b171d1a7095c8fce95805f7852118d,include,ELIGIBLE_HEDONIC,Street-view visual features and housing prices in mountain city,condo_apartment,listing,China,1
09f324840972eaa8d6071ed19ba14931e663c291,exclude,E2_no_characteristics,Provincial panel determinants of house prices,unknown,unknown,China,0
0edb5fd62b8b108357e51a05780be9e5c9678a27,include,ELIGIBLE_HEDONIC,"Structural and spatial factors affecting housing prices, Istanbul Atakoy",condo_apartment,listing,Turkey,0
1e141bcdf0ccd7a4a7a0532a3da75760829d8101,exclude,E2_no_characteristics,Disaster level and macro variables on residential price index,unknown,unknown,Indonesia,0
106ad76117da837d83434765cc357d73ec2d9f66,exclude,E2_no_characteristics,EU panel of macroprudential house price determinants,unknown,unknown,European Union,0
doi_10_5821_siiu_9136,exclude,E5_not_empirical_regression,Physical vulnerability of informal settlements,unknown,unknown,Colombia,0
191e707f1da108b5b31f8a013f58cac6d9c3e616,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression house price forecasting study,unknown,unknown,unknown,0
188a7b9b83a1a7f0b7d67ed0523d8f1644fccb98,exclude,E8_not_housing_market,Vaccination and partisanship,unknown,unknown,United Kingdom,0
0fe006456dad338d64f25d3ec924d56f4b073706,exclude,E1_no_residential_price,Household debt factors,unknown,unknown,South Korea,0
0115f6449a20e7566b6fe3e5ef34fb2dd7358d09,include,ELIGIBLE_HEDONIC,"Distance-decay of flood risk and amenities on property values, Taipei",condo_apartment,transaction,Taiwan,0
18527c1a8b716c3d8d438f75d1a326a79f3e8c55,exclude,E2_no_characteristics,Descriptive comparison of national housing markets,unknown,unknown,Europe,0
1ef780452306d3363b15761e5de34008a9ea4839,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Stacking ensemble model for house price prediction,unknown,unknown,unknown,1
0225308182c70763f3fd97aa79ec2fc36391fd24,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML comparison for apartment prices in Astana,condo_apartment,listing,Kazakhstan,1
073b3012cd513014b5ebb052940c2263aa953e04,exclude,E1_no_residential_price,Income and house prices on consumption,unknown,unknown,China,0
10f59485f7108f7bbae9b8b2d614ff6cf596247e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"MLR/GB/RF on 17,454 scraped listings, South Tangerang",mixed,listing,Indonesia,1
18d8a842e83ac984b7fdc4280f227e679ce37ae0,exclude,E1_no_residential_price,"Average household and bank role, descriptive",unknown,unknown,Poland,0
1908d2ee0b0995f38129f51d7446a3626531b8d6,include,ELIGIBLE_HEDONIC,DiD of Elizabeth Line on 1.6M London transactions by distance band,mixed,transaction,United Kingdom,0
0768907acee7e6cebe1190682c1580b989857ab8,exclude,E2_no_characteristics,"Aggregate price and population dynamics, big cities vs small towns",unknown,unknown,United States,0
14acb1ea3d8335492dc3ce1ebf386e9449efce19,unclear,UNCLEAR_other,Impact of commercial-land housing on residential housing prices; unit unclear,unknown,unknown,China,0
059420b9faab486c7eff57197c01329304af34b3,include,ELIGIBLE_ML_PREDICTIVE_ONLY,AI house price estimator from location and size attributes,unknown,unknown,unknown,1
doi_10_3917_reru_022_0239,include,ELIGIBLE_HEDONIC,"Spatial differentiation of housing prices by distance to centre, Monaco",condo_apartment,unknown,Monaco,0
1090db8fe3e5470de3fd3a674b2e617ebef1bb26,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Genetic neural network valuation from housing characteristics,unknown,unknown,China,1
1f96707052fcbac6fa65014e6e6a2b8308e831c4,include,ELIGIBLE_HEDONIC,"Survey-based regression of housing price determinants, Mardan",single_family,transaction,Pakistan,0
0c30cbad9086dfc4f0e219e80a80bfe73b1dfd2f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Hybrid XGBoost/ANN/DCN house price prediction,unknown,unknown,unknown,1
22f968258ee167f2f3ff2c0153397f109db9780d,exclude,E8_not_housing_market,Marriage rate prediction,unknown,unknown,China,0
0fa30bd48be19459c88ec70eee9999df12131004,exclude,E3_theory_method_only,General equilibrium labour sorting model,unknown,unknown,unknown,0
0bb03709c510b536f0af6feb5ee893626d47af9e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Data-stream prediction models for residential mass appraisal,mixed,appraisal,unknown,1
1b74d33204ff11e1e5ed0c2bbdaef13ca70a5fe9,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML prediction of New York house prices,unknown,unknown,United States,1
021a611843ac3260fbdb6f1bd3abedb3da1c47f3,exclude,E3_theory_method_only,Stable-law regression method with illustrative applications,unknown,unknown,unknown,0
doi_10_3406_receo_1988_1345,exclude,E5_not_empirical_regression,Comparative description of housing sectors France-Poland,unknown,unknown,France,0
21456c3623d022ebc9461dbda8eba284322bbb02,exclude,E1_no_residential_price,Factors influencing apartment gifting under regulation,condo_apartment,unknown,South Korea,0
aa5d23ccd2255ed5c269f8202bea0b6b68f687f4,include,ELIGIBLE_HEDONIC,GIS combined with hedonic model for urban residential mass appraisal,mixed,appraisal,China,0
095237a9bb9d5b7ec7b0835c9762968643434a53,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML model comparison for house prices in four Indian metros,mixed,listing,India,1
04212ec06b4bf4e7affd140b80489edf27c94800,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Six supervised ML models for residential price estimation,unknown,unknown,unknown,1
doi_10_22456_2176_5456_10881,include,ELIGIBLE_HEDONIC,Quantile-spatial hedonic analysis of location in Belo Horizonte,condo_apartment,unknown,Brazil,0
00880b62ef689980c93afe7995a3e5d3843a07ab,include,ELIGIBLE_HEDONIC,Capitalisation of magnet school status into Chicago home values,mixed,transaction,United States,0
1dd91dd8834240b4270c77b0b0afb292dd1d678a,exclude,E2_no_characteristics,"Buyer proximity as predictor of price growth and returns, no hedonic characteristics",unknown,transaction,United States,0
203fdb2f69ca1a9e3fdd93e9b3fab4adb2cdd4cb,exclude,E4_review_or_meta,Literature review of real estate price predictors,unknown,unknown,unknown,1
045f79b424a72b6b446701d38060888d0f8f16ea,exclude,E3_theory_method_only,Theoretical urban model of land use regulation and housing price,unknown,unknown,unknown,0
doi_10_1111_1540_6229_00370,exclude,E1_no_residential_price,Probit of tenant acceptance in subsidised housing,rental,unknown,United States,0
doi_10_1177_0096144210384247,exclude,E5_not_empirical_regression,Historical study of Paris working-class apartments,unknown,unknown,France,0
0525620d5bfc12c6d7f3f610e2c159110d0cfc03,include,ELIGIBLE_HEDONIC,Main Street revitalisation program effect on home sale prices,single_family,transaction,United States,0
doi_10_5209_hics_62320,exclude,E5_not_empirical_regression,Content analysis of housing propaganda under Franco,unknown,unknown,Spain,0
161eaf2dc5367c21e77726487c608a8699796250,include,ELIGIBLE_HEDONIC,Title: walkable neighbourhood characteristics and multifamily values with spatial autocorrelation (no abstract),multifamily,transaction,United States,0
doi_10_1016_0094_1190_79_90010_x,include,ELIGIBLE_HEDONIC,Title: hedonic price and depreciation indexes for residential housing (no abstract),single_family,transaction,United States,0
doi_10_1109_icee_2010_729,include,ELIGIBLE_HEDONIC,Title: empirical study of residential hedonic prices in Nanjing (no abstract),condo_apartment,unknown,China,0
17757549437bae45b2067f130c12e89fcb629494,unclear,UNCLEAR_no_abstract,Local housing price determinants by housing type; unit of analysis unknown,unknown,unknown,South Korea,0
18921a9e183f4d7b7210f68b64dbcfe65924e692,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Title: Gaussian process regression for Boston housing prices (no abstract),mixed,unknown,United States,1
https://openalex.org/W1608429913,unclear,UNCLEAR_no_abstract,Hedonic price indexes for Italian cities; index-only vs coefficients unclear,unknown,unknown,Italy,0
1111ba145576bff27131188f83a6eb5c64c13146,exclude,E5_not_empirical_regression,Qualitative green gentrification case study,unknown,unknown,United States,0
doi_10_5821_ctv_8763,exclude,E5_not_empirical_regression,Urban transformation of tourist housing in Puerto Vallarta,unknown,unknown,Mexico,0
2123fe91a55f9305fcbabffe5b0a489323f418a4,exclude,E1_no_residential_price,"Factors in house purchase decisions, no price outcome",single_family,unknown,Indonesia,0
doi_10_5821_ace_v2i6_2432,exclude,E5_not_empirical_regression,Typological analysis of social housing,unknown,unknown,unknown,0
223c13ae5f81b7730f7fd8e3e6fc333d865e7aab,exclude,E8_not_housing_market,State personal income tax apportionment,unknown,unknown,United States,0
70344258ee4d364be24228830e16949563bd107b,exclude,E1_no_residential_price,Nested logit valuation of wetland ecosystem services,unknown,unknown,Iran,0
doi_10_20868_ade_2018_3783,exclude,E1_no_residential_price,Sustainability of energy rehabilitation in social housing,unknown,unknown,Spain,0
0be84537630a2f778f79d2e1255a41d2775353e9,exclude,E1_no_residential_price,"Land price vs distance to city centre, Yogyakarta",unknown,unknown,Indonesia,0
doi_10_20868_cn_2020_4477,exclude,E5_not_empirical_regression,Architectural history of INA-Casa housing,unknown,unknown,Italy,0
0131bd0eac4be3a77c2999e35aba028f79de492c,exclude,E3_theory_method_only,Spatial search and matching model,unknown,unknown,unknown,0
0fe4f692b87dcb29c7e3f3d88b5653b772487926,exclude,E1_no_residential_price,Homelessness and housing market conditions,unknown,unknown,United States,0
03ce431f5186393a8baffca24805ff462dd689db,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression ML house price prediction model,unknown,unknown,Indonesia,1
doi_10_19044_esj_2022_v18n1p86,exclude,E1_no_residential_price,Mapping mortgage-eligible used housing areas by valuations,unknown,appraisal,Mexico,0
1bb0dbe96c9863d2f870e60a2e7d663dc8ecc865,include,ELIGIBLE_HEDONIC,"Housing prices vs greenery, infrastructure, accessibility and neighbours, Irkutsk CIAN listings",condo_apartment,listing,Russia,0
08a2a8a0c0b3b22794b186c3595ad2a3147dae5f,exclude,E5_not_empirical_regression,Investigative study of affordable housing in Kenya,unknown,unknown,Kenya,0
19df264cd86957e8b1d3d02e2a84274c27d62d3c,include,ELIGIBLE_HEDONIC,"Economic-mathematical model of price per m2 on dwelling characteristics, Dnipro",condo_apartment,listing,Ukraine,0
doi_10_5194_egusphere_egu21_13833,exclude,E8_not_housing_market,Hydro-meteorological hazard analysis,unknown,unknown,Colombia,0
1de0404c3a1dbbbd77fa539968743a7afaa9ea15,include,ELIGIBLE_HEDONIC,"Environmental quality effects on residential rental values, Kaduna",rental,rent,Nigeria,0
09c0c7c9b4ed3c1d91e9b84f471597179eb8c7a8,exclude,E2_no_characteristics,Macro determinants of house price growth in Bulgaria,unknown,unknown,Bulgaria,0
1518f980a813e5ab1c1a4f9e577034017e9005f5,exclude,E2_no_characteristics,Institutional and spatial affordability determinants at city level,unknown,unknown,Ukraine,0
1c61b9c3d899e9189c440530688c2d26de672f95,unclear,UNCLEAR_other,ML forecasting of real estate price changes; property-level or market-level unclear,unknown,unknown,Ukraine,1
1f6eb6115a8640c03c447d89b257ffb2531489c0,exclude,E8_not_housing_market,School shootings and neighbourhood characteristics,unknown,unknown,United States,0
17f05d0b267a6b20ec060aa8f7b13608df8dbf4b,exclude,E1_no_residential_price,Real estate in portfolio diversification,unknown,unknown,unknown,0
1f9ec93ea62e6db567f4e34f08026cd3dfa37e13,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML with SHAP interpretability on Nanjing second-hand housing,condo_apartment,listing,China,1
11577fd6c21bb7978a5a227de1042ddc5425040e,exclude,E5_not_empirical_regression,Descriptive effects of educational buildings on neighbourhoods,unknown,unknown,India,0
211fd7653280c12c2de6776972fbfe9e01089c03,unclear,UNCLEAR_other,"Survey on architectural aesthetics and residential value; likely perception data, not prices",unknown,unknown,Nigeria,0
136d561ad282f055652ea2ed643727746b36375d,exclude,E1_no_residential_price,Housing prices and standard of living in Bulgarian provinces,unknown,unknown,Bulgaria,0
1ff8a7d4cbd47c5dffe0f6663406fdafa34dc301,exclude,E8_not_housing_market,Multi-criteria evaluation of development management decisions,unknown,unknown,Ukraine,0
1e364efd781e0c4d681fc4413377d8876f25cf34,exclude,E3_theory_method_only,Test-time aggregation method for imbalanced tabular regression,unknown,unknown,unknown,1
1f1bb58c9730f5443413b665e8af6f2a03aafb76,include,ELIGIBLE_HEDONIC,"Cemetery proximity and residential rental values, Calabar",rental,rent,Nigeria,0
1793ab881b5c9b30ef5844197595ca24e88d3035,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML prediction of house sale prices in Hulu Langat,mixed,transaction,Malaysia,1
1f81643d43ef2b727ac87089db9c575273f86dac,exclude,E8_not_housing_market,Urban spontaneous flora,unknown,unknown,China,0
0b725aadd68cbec974b1e40c54733f058bd2bc02,exclude,E8_not_housing_market,COVID-19 infections in Toronto neighbourhoods,unknown,unknown,Canada,0
0da98562261bd1b27b7edb9e5b8bf6e905797dd7,unclear,UNCLEAR_other,Environmental regulation and property values in Nigeria; likely survey-based,unknown,unknown,Nigeria,0
194c32966936219ef7d227a03d9506db0f78f073,include,ELIGIBLE_ML_PREDICTIVE_ONLY,HDB price prediction with Twitter sentiment; possible duplicate of record 34,condo_apartment,transaction,Singapore,1
0e56704ae78a676a6bd7c0d5c0c0128ad3d29937,exclude,E2_no_characteristics,Introduction on home-ownership wealth and house price changes,unknown,unknown,Europe,0
0025fd8e34851c8e0a1489aef5319153aa24cb61,exclude,E1_no_residential_price,Non-performing loans in Cambodia,unknown,unknown,Cambodia,0
15b9a79f237f3983b2edab912209f4a3a9964e3f,exclude,E8_not_housing_market,Oral health of preschool children,unknown,unknown,Argentina,0
218228fbccbd2c1f178ab4b57770aefd836ffea3,include,ELIGIBLE_ML_PREDICTIVE_ONLY,AI/ML house cost price prediction,unknown,unknown,unknown,1
5fef177c286eb2bf6a1a19dd0c901ebd5cda33f7,unclear,UNCLEAR_other,ML pricing of Airbnb short-term rentals; not housing rent,rental,listing,unknown,1
1faff2c2b8602f68af6b51ca55a52f9babf84aa6,exclude,E8_not_housing_market,Pension insurance and retail sales,unknown,unknown,China,0
0e16ddb99c7f2a5b95ab6c2bc4993147dc13e677,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML housing price prediction with property factors,unknown,unknown,unknown,1
1746a8d17e2935c2e8601af098516ecfe941ddc3,exclude,E4_review_or_meta,Encyclopedia entry on school choice and accountability,unknown,unknown,unknown,0
0adc44457443e82a936511a258c194ee26bf4518,exclude,E2_no_characteristics,Explosive behaviour in state-level house price factor model,unknown,unknown,United States,0
197fa6ad93e5d180f0576979a40e1bc4b05eea69,include,ELIGIBLE_HEDONIC,Hierarchical linear model of landslide proximity on apartment prices in three Korean cities,condo_apartment,transaction,South Korea,0
0479a7f9dce822da6952d90dd415cf07722fcc05,include,ELIGIBLE_HEDONIC,Green space views and elevation on assessed home values,single_family,appraisal,United States,0
205ca6dea68f15d631101dfb62b6b56d74b86be8,exclude,E5_not_empirical_regression,Regeneration strategy discussion for Shenzhen,unknown,unknown,China,0
227a0c9a9887c8a998a5ac0a6f554f967e2c3347,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Web system predicting boarding-room rent with linear regression, Yogyakarta",rental,rent,Indonesia,0
1b966ba824b734e331501c2e9a87fb8606deb07c,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML residential price forecasting,unknown,unknown,unknown,1
05c343801567ee898109cc58fa52c661d2bbc9b3,exclude,E2_no_characteristics,"Anchoring of transaction prices to offer prices, no characteristics",unknown,transaction,Poland,0
0fcd659d90b60d586d8606131bf954c141dd4a24,exclude,E1_no_residential_price,Mortgage default probability determinants,unknown,unknown,Indonesia,0
doi_10_17271_23188472149120266199,exclude,E4_review_or_meta,Systematic review of enabling technologies in real estate pricing,unknown,unknown,unknown,1
0d4ac511415bfe435b351caf7aeb5245033ece68,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression prediction of house rents in Bangalore,rental,rent,India,0
05353ca9e1cea72db72b65dd6cf9e241ab0a67ce,exclude,E2_no_characteristics,Explosive house price dynamics at city/district level,unknown,unknown,Turkey,0
005792f10c12856ae80946b34ea6d475f6597cd1,exclude,E8_not_housing_market,Accessibility of EV charging stations,unknown,unknown,China,0
152b8d30472903f6ac97ad08bd85e9d991b43a79,exclude,E1_no_residential_price,Purchase restrictions and consumption structure,unknown,unknown,China,0
1fe3d995ec0f3d2e0682124e48792005be125338,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Application of ML to house price prediction,unknown,unknown,China,1
doi_10_5821_siiu_9171,exclude,E5_not_empirical_regression,Urban form and density evaluation,unknown,unknown,unknown,0
17b90b91e02b1dad8ca3e953d60c87c50a2eebfd,exclude,E1_no_residential_price,Household debt determinants in Thailand,unknown,unknown,Thailand,0
2af491946ef4b5ee6bcb8c4181e083da450ee3fb,exclude,E1_no_residential_price,Land titling effect on land value,unknown,unknown,Nigeria,0
1245ccee04e0e0e30d1384387bd68cfb3c36b200,exclude,E2_no_characteristics,"Interaction of assessed and market price indicators, no property characteristics",condo_apartment,transaction,South Korea,0
03ff23b0df4c61d5c4b23e16503555430d9f8237,exclude,E2_no_characteristics,Panel VAR of monetary determinants of house prices,unknown,unknown,Europe,0
0cd8fe3e501ff7cd8823d7460093959c04768b5d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Satellite-image foundation models predicting grid-level house prices in England,unknown,unknown,United Kingdom,1
18de90d2328459c1e80a6d6103c24f939ea9b771,exclude,E1_no_residential_price,Millennials' Sharia mortgage decisions,unknown,unknown,Indonesia,0
05ee370964c54632a49c9bef170c0b594c36d704,include,ELIGIBLE_HEDONIC,"Geoadditive semiparametric regression of property prices on physical and neighbourhood factors, Surabaya",single_family,listing,Indonesia,0
21c336f4a650a4a612747694c4605d293d7f040a,include,ELIGIBLE_HEDONIC,Covariate-distance weighted regression applied to house price estimation,unknown,unknown,unknown,0
1750440a68ea041225869eb9f508aae074940442,exclude,E5_not_empirical_regression,Conceptual smart-city and real estate case discussion,unknown,unknown,China,0
08b8b4d7899720b5dab505d66d30958e6ed40885,exclude,E8_not_housing_market,Business cycle prediction South Africa,unknown,unknown,South Africa,0
05cb5ad0e42aadfc526307c46a981e6607ddc612,exclude,E8_not_housing_market,Sustainable tourism optimisation Juneau,unknown,unknown,United States,0
1dc1dc84f4e6e0dc8daca160ca2a1ed20cc2631c,exclude,E2_no_characteristics,Annual macro factors of Beijing real estate market,unknown,unknown,China,0
doi_10_5821_siiu_6203,exclude,E5_not_empirical_regression,Housing policy and social integration in Madrid,unknown,unknown,Spain,0
11135c13b52c3fe849cfd9899af8e92968906ec5,include,ELIGIBLE_HEDONIC,"Effect of 2014 wildfire on nearby housing prices and time-on-market, Sweden",single_family,transaction,Sweden,0
03b367ed870cdb6abc429f6673e48dcb31bb0a51,exclude,E1_no_residential_price,Data center siting patterns,unknown,unknown,United States,0
098dd5995f350c19f68ca944f8e805f2cd7084a8,unclear,UNCLEAR_other,Racial covenants and segregation; possible house price effects not stated in abstract,unknown,unknown,United States,0
05152376830f9e262641274db9680f0405ed2316,exclude,E1_no_residential_price,Religiosity and property purchase decisions,unknown,unknown,Indonesia,0
1accde62e91a15256a43138ff3fc622d567ba6ff,exclude,E2_no_characteristics,Provincial macro regression of housing prices,unknown,unknown,China,0
1b1ce25ba43987a53746ab26ca5e28722e019c82,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Comparative MLR/SVR/FFNN/ELM house price prediction,unknown,unknown,unknown,1
235965f0dd928bdd4752851ad45ce71d20991456,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML and hybrid models forecasting Canadian housing prices,unknown,unknown,Canada,1
doi_10_5821_ace_vi14_2504,exclude,E5_not_empirical_regression,Phenomenology of luxury housing imaginaries,unknown,unknown,Mexico,0
0faf41b3a48225a17edc93450012d54be60cbc48,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Decision tree prediction of boarding house rents, Jimbaran",rental,rent,Indonesia,1
1b624d489572288a1419b9f25ed2007255d7c70f,exclude,E8_not_housing_market,Bank profitability determinants,unknown,unknown,Bulgaria,0
0a5b61602e8aa59d1825d725cae816ac356c581e,exclude,E8_not_housing_market,Non-performing loans in Namibia,unknown,unknown,Namibia,0
1f553d129b386787afecee714206046bb530cec2,exclude,E2_no_characteristics,Interrupted time series of city-level second-hand prices,unknown,unknown,China,0
1f7c276c0e09e75740719a9d1d7d1f4118ce73b6,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML property valuation within business intelligence,unknown,unknown,unknown,1
098f019656ba0591a949c228ea100966eaaf17e9,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML smart house price prediction system,unknown,unknown,unknown,1
f057e065aee340ad6d6f9c16dc8a24191f08d8e1,include,ELIGIBLE_HEDONIC,"Affordability mismatch quantified with hedonic implicit prices of home attributes, two Canadian cities",single_family,unknown,Canada,0
10a151a07fb3e4efc3728c4f962f1f9bde8a8c89,exclude,E2_no_characteristics,Macro determinants of EU price-to-income ratio,unknown,unknown,European Union,0
074a39b4080cddd7fcc32113952e2a6dbabe5686,exclude,E1_no_residential_price,Logit of homeownership motives in Hangzhou,unknown,unknown,China,0
1e6daa6c15bd9d379c8d281f9900b569fb3aa7b2,unclear,UNCLEAR_other,Industrial estate effect on property values in Lagos; data and method unclear,unknown,unknown,Nigeria,0
0b9eefecd90b818651be4c57fe476bab87958359,include,ELIGIBLE_HEDONIC,"OLS of Beijing Lianjia prices on area, subway proximity and rooms with robust SE",condo_apartment,listing,China,0
119aef63684b069dcd4b2fc48e8a101a97167a81,exclude,E2_no_characteristics,Macro factors of Beijing housing prices,unknown,unknown,China,0
10cddcdee54d6771cbd44d51b773c7d1b6316f82,exclude,E8_not_housing_market,Business and financial cycles in Romania,unknown,unknown,Romania,0
08e7f9cc60eeaa4b30b9ab12cd95926a848afd98,exclude,E1_no_residential_price,Mortgage distribution by bank type,unknown,unknown,Indonesia,0
1d04232f4117b89ca1e0a3ca08d717848b324620,exclude,E1_no_residential_price,Marginal propensities to consume,unknown,unknown,United States,0
053e8000e160f5450be436cceb8676e0e13952c7,include,ELIGIBLE_HEDONIC,"AHP and regression of housing quality characteristics on terrace house prices, Klang",single_family,unknown,Malaysia,0
058ccc45c8d1e1961b2030f5f659cf953834610e,exclude,E2_no_characteristics,VECM of affordability index and local sales market,unknown,unknown,South Korea,0
183debbb3f2d76550a76f0be9c2c609dc551ed3a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,NNLS stacking ensemble on Ames housing,single_family,transaction,United States,1
0469a9c27d678bb9e9f28c31ce6d6def7987adf0,exclude,E8_not_housing_market,CO2 emissions from suburban trips,unknown,unknown,Japan,0
1d36c57677f1559e8d4f4ddfcf39766d00050f6c,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression and RNN on Jinan housing price factors,condo_apartment,listing,China,1
17cbf4e0dcb1e0cb4c967ac829450dc4c81410a9,include,ELIGIBLE_HEDONIC,MLR of 1000 US house prices on 13 structural attributes,single_family,transaction,United States,0
183fa1e35cbc466d64de3e45e8919e6277cc8337,exclude,E1_no_residential_price,Foreign investment and regional residential land prices,unknown,unknown,Mauritius,0
7052313fc3b70ba3d92d6169f9f05b066f688b7c,exclude,E1_no_residential_price,Review of household acceptance of green technologies,unknown,unknown,unknown,0
1568d94fbdf9523844ee96dc7dc4f537a8977608,exclude,E2_no_characteristics,MIDAS model of price bubble and Sharia financing,unknown,unknown,Indonesia,0
doi_10_5102_pic_n2_2016_5523,include,ELIGIBLE_HEDONIC,Aircraft noise impact on residential property prices near Brasilia airport,mixed,unknown,Brazil,0
1b514deb00a487036131d7274d7603aaf2414f99,exclude,E1_no_residential_price,Determinants of private credit levels,unknown,unknown,European Union,0
11f8430693370192d44916781b50a271d4f9f3e3,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction with location and size features,unknown,unknown,unknown,1
23d3cce411ca2b2e1081631866285f47f0d62ca3,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Locally weighted KNN fuzzy regression for property valuation,unknown,unknown,Indonesia,1
32e004872a5c15f367ee1c336d38c16ea64ba68e,exclude,E5_not_empirical_regression,Conceptual combination of valuation and value methodology,unknown,unknown,Hungary,0
176c9a0e78397604c0301e9ae62940e8b0cd7930,exclude,E2_no_characteristics,Distributional analysis of city-level apartment price indices,condo_apartment,transaction,South Korea,0
093fbec598ea7e9c0fd12a48abae5c9a1345b8b4,include,ELIGIBLE_HEDONIC,OLS of Hangzhou second-hand prices on public resource POI with K-Means++ clustering,condo_apartment,transaction,China,1
doi_10_2139_ssrn_280796,exclude,E8_not_housing_market,Electoral institutions and rent seeking,unknown,unknown,unknown,0
doi_10_2139_ssrn_4058487,exclude,E2_no_characteristics,"COVID-19 effects on new housing supply and demand, SUR",unknown,unknown,Colombia,0
1af0a7f1a257386ba8413be30903af24995be467,exclude,E2_no_characteristics,US house price index vs macro factors 1975-2021,unknown,unknown,United States,0
1af6d482f136f3670644241e9cf4d95410ccb37c,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"LR, decision tree, random forest house price prediction",unknown,unknown,unknown,1
doi_10_29327_2290393_1_1_7,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Polynomial regression vs ANN for property valuation case study,unknown,appraisal,Brazil,1
0cb7ddecd4a9daddf8fe86dd7018047ae1181b74,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML comparison on Boston housing prices,mixed,unknown,United States,1
1f0be637068f0974b2c62f28f9a662f03f0f2423,unclear,UNCLEAR_other,MLR of factors behind house price rises; property-level vs macro unclear,unknown,unknown,unknown,0
0ca92c6cacb3cd39a24f1572e4d3e1b819687205,exclude,E8_not_housing_market,Student employment prediction,unknown,unknown,Indonesia,0
doi_10_29105_vtga7_1_123,exclude,E1_no_residential_price,Hedonic motivations and purchase intention,unknown,unknown,Mexico,0
0505be8a01043aa35d7fb41cfbdc22d5f9db666f,exclude,E4_review_or_meta,Review of web scraping and ML for rent estimation,rental,rent,unknown,1
2234e4ae7426772354989aa89f67382566b4c869,exclude,E2_no_characteristics,Bank credit and city-level real estate prices,unknown,unknown,China,0
091f04772d7eebaf0403167d2ee33dc05440a931,exclude,E2_no_characteristics,House price vs stock market index regression,unknown,unknown,unknown,0
doi_10_5821_siiu_6974,exclude,E5_not_empirical_regression,Social housing and inequality in Mexico,unknown,unknown,Mexico,0
0ac8fab28e8518c602e5bf5b3b7341a97fbf1053,unclear,UNCLEAR_other,Tract-level panel of home values and aircraft noise; aggregate unit of analysis,unknown,unknown,United States,0
026fd0ca53ecb0f64931e41ecac683b270fa9c68,include,ELIGIBLE_HEDONIC,"OLS of 737 residential transactions on railroad infrastructure, Kornik",mixed,transaction,Poland,0
105ce0ab8618e42e638662d5e1a0610dda43b82c,exclude,E5_not_empirical_regression,Data descriptor for Nanning housing price dataset,condo_apartment,listing,China,1
1ce6b4a62036a2a4717dc7e5687e085dfd34c4d5,unclear,UNCLEAR_other,MLR with interactions on Shanghai housing price dataset; data unit unclear,unknown,unknown,China,0
1ad007ac2e8575311162da739431607dfdaeeb1b,include,ELIGIBLE_HEDONIC,MLR of 158 Chicago house prices on structural attributes,single_family,unknown,United States,0
062e42160a6df6f6521975d1fc6b2b76706f90a2,include,ELIGIBLE_HEDONIC,Causal effect of NO2 pollution on Madrid housing transactions with controls,mixed,transaction,Spain,0
doi_10_61636_bpg_v1i113_3620,exclude,E5_not_empirical_regression,ESDA and local Moran of apartment sale prices,condo_apartment,transaction,Brazil,0
0848e26ae9a314de2560b0cf706d70619babaeba,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction web platform,unknown,unknown,unknown,1
190bb3f0d7a3df1e1422f134cf45c6e1a7266229,exclude,E2_no_characteristics,"Real estate tax, GDP and income effects on Shanghai prices",unknown,unknown,China,0
1026bde64745c9e05ca122b1c9cd272f9e0c9f72,exclude,E2_no_characteristics,City panel of policy effects on housing prices,unknown,unknown,China,0
1f1e429f9e627f1d6560eabcd2210b3b2c67dbf7,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML prediction of St. Louis housing prices from market and assessor data,single_family,transaction,United States,1
23e8fd5af8166238daa1ee622fa1b05a4520a9d1,include,ELIGIBLE_HEDONIC,Regression of King County sale prices on 16 house factors,single_family,transaction,United States,0
0f3d3f74bc1f4f9e077018124e26b1eaa383e526,exclude,E3_theory_method_only,Benchmark of regression models under feature complexity,unknown,unknown,unknown,1
15b0f8893b2d601ec0f55c78ae001d69859145ae,exclude,E2_no_characteristics,STIRPAT macro regression of Chengdu average prices,unknown,unknown,China,0
2351fb834dbda9ab369528d65c095a7b0d50a26c,exclude,E1_no_residential_price,Housing wealth and entrepreneurship,unknown,unknown,Sweden,0
12ab711760bfab76641e0bf59660c05e5add7ec7,exclude,E2_no_characteristics,VAR of national housing boom drivers,unknown,unknown,China,0
0cbd0dc9e83099456998376b2af563dfd440d27c,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Evolutionary generation of artificial transactions for price prediction,unknown,transaction,unknown,1
doi_10_7200_esicm_142_0432_2e,exclude,E8_not_housing_market,Leisure participation and price sensitivity,unknown,unknown,Spain,0
18b92b0e188c00f5f9717ce170369158aafe285b,include,ELIGIBLE_HEDONIC,Multiple regression of redevelopment announcement on Ilsan apartment transaction prices,condo_apartment,transaction,South Korea,0
178e9dc9fcfb91b018c4cd5ff1e2862baeb4434a,exclude,E8_not_housing_market,Fertility rate correlates,unknown,unknown,South Korea,0
1362a388aaa49c104fc63f2f104e177950830ad9,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"LR, RF, SVM on 3084 rental listings in Bahrain",rental,rent,Bahrain,1
doi_10_5377_akademos_v2i25_4449,exclude,E5_not_empirical_regression,Historiography of popular housing in San Salvador,unknown,unknown,El Salvador,0
155cdb782ffa7fba53354dbcbe02741bf0ca615e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"ML and ensemble pipeline on King County 21,613 records",single_family,transaction,United States,1
1fec682f2edbf03139a222440c2d1ccdcaf330bc,exclude,E2_no_characteristics,National macro factors of average housing sales,unknown,unknown,China,0
136360c272ec89e97a97f38e58993b9b521d7353,include,ELIGIBLE_ML_PREDICTIVE_ONLY,K-Means and Naive Bayes analysis of house prices,unknown,unknown,Indonesia,1
doi_10_35429_jad_2019_10_3_1_10,exclude,E8_not_housing_market,Thermal comfort of mass housing,unknown,unknown,Mexico,0
087e2c4888cf8abeb34c745891220c0cbe793278,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression ML house price prediction,unknown,unknown,unknown,1
1193c6e60fafd317276072a4905b639d19d1d8ec,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Boston housing LR vs random forest with factor analysis,mixed,unknown,United States,1
doi_10_14393_rcg249668395,exclude,E5_not_empirical_regression,Representativeness of web-scraped listing data,unknown,listing,Brazil,0
1033609cdf4a20236dcd6f82be15ba3cdbf04f0b,exclude,E4_review_or_meta,Extension fact sheet summarising water quality and waterfront prices,single_family,transaction,United States,0
aacdb1cbd2441f177a5ec5f17548dab334963f09,include,ELIGIBLE_HEDONIC,"SUR of ACS wages and rents on urban crime rates, North Carolina",rental,rent,United States,0
doi_10_1016_1057_0810_95_90021_7,exclude,E1_no_residential_price,Ordered probit of housing tenure status,unknown,unknown,United States,0
d9fb17f32e98ce2eca7315eec0dd890bec9aba6c,include,ELIGIBLE_HEDONIC,PSM-DiD of unnatural death stigma on Taipei transaction prices,condo_apartment,transaction,Taiwan,0
0098af4c9518bb222ceda78a5135e74c1ee29e9f,exclude,E1_no_residential_price,RPPI effect on mortgage share of credit portfolio,unknown,unknown,Indonesia,0
0a18829dfe20685d1048d5a37fe8ee184fff8faa,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Comparative ML house price prediction,unknown,unknown,unknown,1
010d6fd80cddcfdce46afdd3b6375a1c8ce381ba,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression based house price prediction system,unknown,unknown,unknown,1
doi_10_47456_bjpe_v11i1_47469,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"MLR, polynomial, RANSAC, RF on California housing",mixed,unknown,United States,1
doi_10_2139_ssrn_3417248,exclude,E2_no_characteristics,VEC model of relative prices Bogota vs Medellin,unknown,unknown,Colombia,0
doi_10_15446_bitacora_v36n2_122718,exclude,E1_no_residential_price,Land price valuation in Buenos Aires periphery,unknown,unknown,Argentina,0
doi_10_1115_ht_fed2004_56379,exclude,E8_not_housing_market,Contaminant dispersal simulation,unknown,unknown,unknown,0
007d3ee369739f598abc0bc02bcf14b0fdd445b6,exclude,E2_no_characteristics,Provincial time series of commercial housing prices,unknown,unknown,China,0
doi_10_33110_rnee_v15i1_307,include,ELIGIBLE_HEDONIC,Hedonic valuation of green areas in La Paz housing prices,mixed,unknown,Bolivia,0
doi_10_4025_econrev_v31i1_64247,include,ELIGIBLE_HEDONIC,Spatial hedonic analysis of houses for sale in Londrina,single_family,listing,Brazil,0
153cae7c568a3579870e866b179b463815a819c6,exclude,E2_no_characteristics,Supply-demand disequilibrium of Xi'an housing market,unknown,unknown,China,0
doi_10_12795_habitatysociedad_2021_i14_16,exclude,E5_not_empirical_regression,Rural housing policy in Tucuman,unknown,unknown,Argentina,0
doi_10_46421_sibragec_v11i00_52,exclude,E1_no_residential_price,Positioning strategies for developers,unknown,unknown,unknown,0
1634612a819bdd7270d89be5b4510548e7989768,include,ELIGIBLE_HEDONIC,GWR mapping of Surabaya house prices vs business and residential centres,single_family,unknown,Indonesia,0
0286d41a042ed46e4207bdd6b1b1842764a01afb,unclear,UNCLEAR_other,Kaohsiung housing price model; data and specification unclear,unknown,unknown,Taiwan,0
005dd55a041ee1425ddb651b049b46184f710717,exclude,E1_no_residential_price,Land slope effect on land prices and indices,unknown,unknown,unknown,0
doi_10_37885_241218360,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Gradient boosting models for automated property valuation,unknown,appraisal,Brazil,1
doi_10_46421_entac_v21i1_8962,exclude,E1_no_residential_price,"Rental value of theatres, special-purpose property",unknown,rent,Brazil,0
02b67b54079cc96791bd1773120f983f3b72a223,exclude,E2_no_characteristics,ARMA of Xi'an housing price index factors,unknown,unknown,China,0
doi_10_13043_dys_60_6,exclude,E1_no_residential_price,Housing tenure choice in La Paz,unknown,unknown,Bolivia,0
doi_10_17271_23178604123720245413,exclude,E5_not_empirical_regression,Theoretical essay on property abandonment,unknown,unknown,Brazil,0
6165d69c156c016e6ad4f63089696afe6259f736,unclear,UNCLEAR_other,Blinder-Oaxaca hedonic index for Seoul apartments; implicit prices may be reported,condo_apartment,transaction,South Korea,0
doi_10_12795_habitatysociedad_2021_i14_11,exclude,E5_not_empirical_regression,Uruguayan housing cooperatives description,unknown,unknown,Uruguay,0
1bfab1a9a82e81cd37e0674cbc808811bb9503d0,exclude,E3_theory_method_only,Huber elastic net partial linear model method,unknown,unknown,unknown,1
doi_10_1121_1_421928,exclude,E8_not_housing_market,Opera house acoustics,unknown,unknown,Italy,0
doi_10_2139_ssrn_287632,exclude,E1_no_residential_price,Rent control and tenancy duration hazard model,rental,unknown,Denmark,0
doi_10_47328_revcch_v2i20_11013,include,ELIGIBLE_HEDONIC,Hedonic analysis of rents vs dwelling and campus proximity in a university city,rental,rent,Brazil,0
01ecea3b287f213a325ef1a505f325c6e5d128a1,exclude,E5_not_empirical_regression,Book chapter on HUD housing and racist appraisal,unknown,unknown,United States,0
doi_10_15174_au_2018_1770,include,ELIGIBLE_HEDONIC,"Hedonic model of accessibility and housing price, Valle de Mexico",mixed,unknown,Mexico,0
doi_10_5377_entorno_v0i45_7119,exclude,E8_not_housing_market,Ecological roofs criteria,multifamily,unknown,El Salvador,0
02b46ab8d787bc5d33edc5a9c8a769d0eb3b3249,unclear,UNCLEAR_other,Location valuation index from public transport for housing valuation; method unclear,unknown,unknown,Turkey,0
08db6acce1f3cedd237d614f98304412102f3431,exclude,E2_no_characteristics,ARIMAX and breakpoint analysis of price fluctuations,unknown,unknown,South Korea,0
doi_10_36113_rec_v5i2_2659,include,ELIGIBLE_HEDONIC,Hedonic models of amenities on sale listings in Aracaju,mixed,listing,Brazil,0
10bcfa0101f43980801fe9105a3b4f596fb5a6b0,include,ELIGIBLE_HEDONIC,RD-in-time on transaction data for Civil Code effect on residential prices,condo_apartment,transaction,China,0
doi_10_5377_entorno_v0i51_6960,exclude,E8_not_housing_market,Bioclimatic housing design,unknown,unknown,El Salvador,0
doi_10_3895_rbpd_v11n2_13827,include,ELIGIBLE_HEDONIC,"Hedonic method with PCA attributes of houses for sale, western Parana",single_family,listing,Brazil,0
doi_10_14393_ree_v40nesp_maioa2025_78370,exclude,E2_no_characteristics,GMM of macro determinants of Brazilian real estate prices,unknown,unknown,Brazil,0
0c467b5ecc54cee056ccd030afa0be1712ab94e4,include,ELIGIBLE_ML_PREDICTIVE_ONLY,HMM forecasting of Boston housing prices,mixed,unknown,United States,1
1c8b80fbf8d32e874e59719281deb7698608e68c,exclude,E3_theory_method_only,Penalized mixture of regressions method,unknown,unknown,unknown,0
1a955d645bc31cae466d9144be438e323b3268ae,unclear,UNCLEAR_other,MRA of 248 pre-war shophouse transactions; residential status unclear,mixed,transaction,Malaysia,0
doi_10_32997_2463_0470_vol_14_num_14_2006_411,include,ELIGIBLE_HEDONIC,Hedonic Box-Cox model of housing rents in Cartagena,rental,rent,Colombia,0
doi_10_6008_cbpc2237_9290_2019_002_0004,include,ELIGIBLE_HEDONIC,Hedonic indices of urban park externalities on Brasilia property market,condo_apartment,unknown,Brazil,0
1770a9a7ab1f23b5565f55ac869ccc944ef090d7,unclear,UNCLEAR_no_abstract,MLR of Shanghai commodity housing prices; property-level vs macro unknown,unknown,unknown,China,0
12742f4b0b75661cf63849f61f5871916ab07ae3,include,ELIGIBLE_HEDONIC,Title: valuation of home attributes and predictive model of home values (no abstract),single_family,unknown,United States,0
030a44a203c606d1a3fe6b6d72a0431b01cfce8d,include,ELIGIBLE_HEDONIC,"Title: spatial and temporal dependence in house price prediction, JREFE (no abstract)",mixed,transaction,unknown,0
18995513ed7f5a7aeaa378e245225afecae42d18,include,ELIGIBLE_HEDONIC,"Title: proximity to cell phone towers and house prices, Johannesburg (no abstract)",single_family,transaction,South Africa,0
0821556734421ab476d190beb1e5eccd501696db,include,ELIGIBLE_HEDONIC,"Title: peripheral land use effects on multi-family housing prices, Ilsan (no abstract)",condo_apartment,transaction,South Korea,0
0691053d013aa720746dda99198b82d5b9dd385b,exclude,E1_no_residential_price,Household asset/debt and housing price outlook (no abstract),unknown,unknown,South Korea,0
200e2d41943c693a8d5ed31607a33aa7a83fbd37,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Title: linear vs non-linear regression predicting house prices, Delta State (no abstract)",unknown,unknown,Nigeria,0
0dd53505bda7abae28dccfea8899b09c8a6aafed,include,ELIGIBLE_HEDONIC,Title: retail proximity and residential values (no abstract),single_family,transaction,United States,0
cb7f14661805a7e83f0caf54a5354b084037e904,include,ELIGIBLE_HEDONIC,Title: energy label capitalisation in Dutch rental market (no abstract),rental,rent,Netherlands,0
82ae71644210560096f2f0cf039cad6650423f44,include,ELIGIBLE_HEDONIC,Title: hedonic price model of Qingdao housing projects with PCA (no abstract),condo_apartment,unknown,China,0
doi_10_5345_jkic_2004_4_3_117,unclear,UNCLEAR_no_abstract,Hedonic model for apartment remodeling feasibility; empirical content unknown,condo_apartment,unknown,South Korea,0
doi_10_3130_jaabe_9_71,include,ELIGIBLE_HEDONIC,"Title: hedonic valuation of landmark factors on high-rise residential prices, Seoul (no abstract)",condo_apartment,transaction,South Korea,0
doi_10_4197_eco_2_1_3,include,ELIGIBLE_HEDONIC,"Title: determinants of dwelling rent in Jeddah, field study (no abstract)",rental,rent,Saudi Arabia,0
b53531340f1f4ae81cd50baf5340de1c92eee9ea,include,ELIGIBLE_HEDONIC,"Title: non-parametric hedonic house pricing model, Istanbul (no abstract)",condo_apartment,unknown,Turkey,0
8cbed6a212d9ea5ab59dc504b3367cf76dbeeaf1,include,ELIGIBLE_HEDONIC,Title: spatial model averaging for house prices (no abstract); method with application,unknown,unknown,unknown,0
e82c2ab651388045005bcb5235ffd2e84d85bb63,include,ELIGIBLE_HEDONIC,"Title: earthquake risk and spatial pattern of house prices, multi-level (no abstract)",unknown,unknown,unknown,0
d9c72b955f4aff856407f035e77977c713586448,include,ELIGIBLE_HEDONIC,"Title: peer effects in residential values, sales comparison vs hedonic (no abstract)",single_family,transaction,Canada,0
doi_10_2139_ssrn_2776232,unclear,UNCLEAR_no_abstract,"Structural model of new non-VIS housing price determinants, Medellin; likely aggregate",unknown,unknown,Colombia,0
doi_10_18361_2176_8366_rara_v8n2p128_143,include,ELIGIBLE_HEDONIC,"Title: attribute impacts on residential pricing in Mossoro, hedonic model (no abstract)",mixed,unknown,Brazil,0
362e4bb8a07e6bdf2e4aea7c58cfa515c5a53561,include,ELIGIBLE_HEDONIC,Title: incidence of characteristics in housing prices and offer prices (no abstract),unknown,listing,unknown,0
6d0ef173a8d3d26b2a35fb7ef9a9adc927ce1bfd,include,ELIGIBLE_HEDONIC,Title: CAMA of second-hand houses in China with hedonic model (no abstract),condo_apartment,transaction,China,0
11cb2667a75c059912f664fcf01a876a95d1b96b,include,ELIGIBLE_HEDONIC,Title: Box-Cox quantile regression of Hong Kong housing price determinants (no abstract),condo_apartment,transaction,Hong Kong,0
05d14796055558f1cc168b355c4a4ee754c154e4,unclear,UNCLEAR_no_abstract,"Determinants of country housing prices, Korea; unit unknown",unknown,unknown,South Korea,0
20c6586dba15c14df63fd63115c3810a7d001d22,unclear,UNCLEAR_no_abstract,Housing price determinants in international financial centres; likely city-level,unknown,unknown,unknown,0
0bdae4f8ae6e8cf3b8ff1f877d308b7887ffd2cd,include,ELIGIBLE_HEDONIC,Title: MARS non-linear effects of apartment physical characteristics on prices (no abstract),condo_apartment,transaction,South Korea,1
01d75ce442406b0088b34ed2d1d9ad30a55003a6,exclude,E2_no_characteristics,Causal flow and volatility between owner and rental price series (no abstract),condo_apartment,unknown,South Korea,0
doi_10_1145_3342240,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Street view and satellite images to estimate house prices,mixed,transaction,United States,1
doi_10_1177_0308518x19869678,exclude,E1_no_residential_price,"Representativeness of online rental listings, no price regression",rental,listing,United States,0
doi_10_1140_epjds_s13688_024_00488_9,exclude,E2_no_characteristics,City-level panel of Zillow estimates during COVID-19,unknown,unknown,United States,0
doi_10_1109_tmm_2020_2966890,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Image feature extraction for housing price and listing-time prediction,unknown,listing,unknown,1
doi_10_1214_12_aoas613,exclude,E2_no_characteristics,State-level spatial dynamic structural equation model,unknown,unknown,United States,0
doi_10_1186_s42854_021_00024_2,exclude,E5_not_empirical_regression,Essay on rental housing platforms and big data,rental,unknown,unknown,0
doi_10_1109_icdm_2016_0134,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Hierarchical spatial functional model for online house price estimates,mixed,unknown,United States,1
doi_10_1016_j_cities_2026_107220,exclude,E1_no_residential_price,Social integration and immigrant housing behaviours survey,unknown,unknown,Singapore,0
doi_10_1145_3705328_3748136,exclude,E1_no_residential_price,Geo-embeddings for housing search ranking,unknown,unknown,Brazil,1
doi_10_1007_s00138_018_0922_2,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Vision-based real estate price estimation from photos,single_family,transaction,United States,1
doi_10_20944_preprints202412_1927_v1,include,ELIGIBLE_ML_PREDICTIVE_ONLY,CatBoost/XGBoost/RF prediction of rental listings in Ghana,rental,rent,Ghana,1
doi_10_5121_csit_2022_121311,exclude,E8_not_housing_market,Electricity consumption forecasting,unknown,unknown,unknown,1
doi_10_1007_978_3_030_84060_0_11,unclear,UNCLEAR_other,"ML and sentiment prediction of Airbnb prices; short-term rental, not housing rent",rental,listing,unknown,1
doi_10_1111_1468_2257_00066,include,ELIGIBLE_HEDONIC,"Hedonic housing and labour market valuation of horse farm amenity, Kentucky",single_family,unknown,United States,0
c6b33e6b839caa1157a283c6f9a1e3350edd0558,include,ELIGIBLE_HEDONIC,Random-effects hedonic models for LA multifamily and single-family prices,mixed,transaction,United States,0
4ab70a44ce3dc804e1c016b2dc2e73367eecaca7,exclude,E5_not_empirical_regression,"Golf landscape and housing in Galicia, descriptive",unknown,unknown,Spain,0