record_id,decision,reason_code,reason,property_type_guess,outcome_guess,country_guess,ai_ml_flag
3fff47f2ad1427c42ba357bc9b2363011924b07a,include,ELIGIBLE_HEDONIC,DiD on unit-level transactions with property characteristics; STR effect on prices,mixed,transaction,Portugal,0
af684e77f7935d3f17a14670aa47f90ea14c588f,exclude,E1_no_residential_price,Visual landscape quality equity; no housing price outcome,unknown,unknown,China,1
70b9c8932989bec9b5f5cfe4e079c51d8a3bf360,exclude,E8_not_housing_market,Cluster piecewise risk regression methodology; not housing,unknown,unknown,Russia,0
627ac9d0af8bbf8d26a14b2f22b5da9f36d7d45e,exclude,E8_not_housing_market,Bank branch closures and firm formation,unknown,unknown,Sweden,0
5dba62e533b62357cc2b8976a5a95cf8748fdfa2,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Random forest house price prediction with urban indicators; no marginal effects,unknown,unknown,India,1
8ec68ee17a6327d0220531303c49f28beae75aa3,include,ELIGIBLE_ML_PREDICTIVE_ONLY,MLP house price prediction with feature importance,unknown,unknown,unknown,1
daba573d680bfc66be197986e00856a3e48fb297,exclude,E5_not_empirical_regression,Descriptive segmentation and affordability gaps; no hedonic regression,multifamily,listing,Mexico,0
d5fa1a30f0b446809e7d5129c56b30f298ed13b5,include,ELIGIBLE_HEDONIC,Rental price response to nearby land conservation; hedonic-type estimation,rental,rent,United States,0
b0aeeec6ba1c3a86946d4c2b2af6a1f4b63ac053,exclude,E4_review_or_meta,Handbook chapter on consumer finance,unknown,unknown,United States,0
baf3ccc48ebbb4eb576840b602ce40721e086d60,exclude,E8_not_housing_market,Relocation patterns of older adults,unknown,unknown,unknown,0
387c96c46ae3ba42e44096b28ce6985dd4977367,exclude,E3_theory_method_only,Conceptual paper on address identifiers and valuation uncertainty,unknown,unknown,United Kingdom,0
78db4351ca28f9f4280cec9844247ec8bc04d5a6,exclude,E1_no_residential_price,Neighbourhood amenity site selection; no price outcome,unknown,unknown,India,1
e16a7003a1d7985221f97c7d51e03384677d23aa,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Neural network on Boston Housing toy dataset; prediction only,unknown,unknown,United States,1
a01b47cde42a8c1cd89bc16a0a4a541d29153342,exclude,E2_no_characteristics,OLG model and aggregate fertility-price regression; no unit characteristics,unknown,unknown,China,0
2debffb151202652017b172068dc8774008af191,exclude,E8_not_housing_market,Jeonse fraud financial support policy efficiency,rental,unknown,South Korea,0
ea1a8e344a91774c9b30fd0acc72ec4791567e4e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,LightGBM apartment price prediction Bishkek; interpretability claimed,condo_apartment,listing,Kyrgyzstan,1
671412f3dfda0c66b5fc1dcce198490ac44742ee,exclude,E2_no_characteristics,Provincial panel of credit supply and urbanization on prices,unknown,unknown,Iran,0
b62dd57f28797ff414b5b52f702716ebed431035,exclude,E3_theory_method_only,Theoretical macro model of housing costs and inequality,unknown,unknown,unknown,0
4ead3074b68b0aa53bf262191c4c75b444dab505,exclude,E1_no_residential_price,Determinants of housing type choice among young households; no price,unknown,unknown,South Korea,0
8edbbce5aa1468e521c00151c165aa8fe3848f14,exclude,E8_not_housing_market,State Beveridge curve shifts,unknown,unknown,United States,0
94c2bdc7e41b21ff0011cb85727dad2b255deff0,include,ELIGIBLE_HEDONIC,"Linear regression and RF on Shanghai second-hand units with size, subway, school",condo_apartment,listing,China,1
c447ce6545a0c5a0b667134b5e77e961a7074a73,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML apartment price prediction Almaty; performance only,condo_apartment,listing,Kazakhstan,1
5113267c6a4cc23cdb63e00c633c88481cd7fc96,exclude,E3_theory_method_only,Simulated dataset only; decision tree vs RF comparison,unknown,unknown,unknown,1
f77673ecd4b822ddfecae24584e31573fcdb7183,unclear,UNCLEAR_other,Architectural style and value via ANOVA; regression coefficients doubtful,condo_apartment,unknown,Czech Republic,0
d0e68ced77123d52a4b93cb115c8263c5ea71a56,exclude,E3_theory_method_only,Platform design proposal; no empirical estimation,unknown,unknown,unknown,1
5f56714a4334b3651ae5bb2874e9b7262cdd31ba,exclude,E4_review_or_meta,Literature review housing prices and fertility,unknown,unknown,China,0
a585411f7d48cd2a09a5dd5f912da9f1679ea684,include,ELIGIBLE_ML_PREDICTIVE_ONLY,GLM/RF/NN prediction on 206k Tehran transactions; model selection,unknown,transaction,Iran,1
7ae362d87b69773e3862c49902e47486b625b6a2,exclude,E5_not_empirical_regression,Developer survey questionnaire on house price determinants,unknown,unknown,Malaysia,0
6c26a3f40ccaee5e15fb0e565c9bfda58b146b8e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Regression/DT/SVR on Boston Housing toy dataset,unknown,unknown,United States,1
8b414ba341cf07b297a69186e07f61479cc53e76,exclude,E1_no_residential_price,Household mortgage debt determinants; no price outcome,unknown,unknown,Czech Republic,0
47e4ca2c9ee69fa225e47a66f1bd5b2fd5074eb1,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Random forest Shanghai house price prediction,unknown,unknown,China,1
a422b7522f572351a603966868023463890756e2,include,ELIGIBLE_HEDONIC,"MLR determinants of Beijing prices: area, rooms, elevator, subway",condo_apartment,transaction,China,0
22636334140a59a1c6a6004b40b4aed55a85d4fa,unclear,UNCLEAR_other,Spatial models on land and building unit prices; residential share unclear,unknown,transaction,South Korea,0
2be147906d50c2990377290cae828f47118a300a,exclude,E8_not_housing_market,Loan eligibility prediction,unknown,unknown,unknown,1
efe1215eb0dec3153ad452e343573e8fdb63574c,exclude,E3_theory_method_only,Real options development timing and price-to-income ratio essays,unknown,unknown,unknown,0
53a228745dc9a32b1002f59f1be59cdca85e461e,include,ELIGIBLE_HEDONIC,ANOVA and linear regression of location factors on log pre-owned prices Shenzhen,condo_apartment,listing,China,0
bd81b598fca1e12e2fddebafd5c0fe29c6dccc47,include,ELIGIBLE_ML_PREDICTIVE_ONLY,XGBoost preprocessing effects on Kaggle house price prediction,unknown,unknown,unknown,1
898c4c4bc9979887debb08e4b1d50a4f1487e303,exclude,E2_no_characteristics,LSTM time-series forecasting with macro indicators,unknown,unknown,unknown,1
dadfcb914fd401118bb37e43d7b8f5560d322427,exclude,E3_theory_method_only,50 simulated observations; no real data,unknown,unknown,unknown,1
359a69d14a985443ee2b2bfd59ef925620ec072e,exclude,E8_not_housing_market,Birth rate and Russian federalism,unknown,unknown,Russia,0
7db2acc57b057317fc0ed63ad39e556f01caa0ce,include,ELIGIBLE_HEDONIC,MLR of Perth house prices on 8 property variables,single_family,transaction,Australia,0
d75d9e4223d7ad93daf7829b2dd31ea5b1329ae8,include,ELIGIBLE_HEDONIC,"MLR of Beijing housing prices on 12 unit variables, 400 samples",condo_apartment,transaction,China,0
793cac9872835d7adc88e61ff90383f771a92b9a,unclear,UNCLEAR_other,ML on monthly Connecticut price dynamics; unit level vs aggregate unclear,unknown,unknown,United States,1
3083a07a60cab781adda578bd338d8f6cd8ed348,exclude,E4_review_or_meta,"Review of flooding, house prices and insurance",single_family,transaction,United States,0
d38f630e7f22d16115f90355ad9950f0b3c0aac2,unclear,UNCLEAR_other,MLR housing price prediction China; data level and regressors not described,unknown,unknown,China,0
d18409fb815d8fc73019639579734ed705b18a92,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Generic ML house price prediction implementation,unknown,unknown,unknown,1
4607a6f6bacc8e2fda9ce2607ef5b9fe00368561,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML model comparison for housing price prediction with RF feature selection,unknown,unknown,unknown,1
9330f4fd863e820130860fa10d2d3760e538a6b8,exclude,E8_not_housing_market,Refugee work intentions in Turkiye,unknown,unknown,Turkey,0
83a07f61e608f535a4692e926903c538ed1611ba,exclude,E2_no_characteristics,"San Jose prices on macro factors (costs, population, income, rates)",unknown,unknown,United States,0
92f940bea14d217c9b9060395cff5d8cbaf1ef29,exclude,E2_no_characteristics,COVID impact on aggregate Hong Kong housing prices,unknown,unknown,Hong Kong,0
71977f92d0454f114374d8e7935fc5debd79713d,include,ELIGIBLE_HEDONIC,"MLR on California census block-group dataset; aggregate toy data, verify at stage 2",unknown,appraisal,United States,0
44517755c481953c8725d3d3d8d06b6fc14f1b6a,include,ELIGIBLE_HEDONIC,MLR with significance tests on Boston tract-level toy dataset; verify at stage 2,unknown,appraisal,United States,0
98d37d13904a710c80bd280e84d0c91e06a95ddb,unclear,UNCLEAR_other,PCA plus BP network on Russian housing prices; data level unclear,unknown,unknown,Russia,1
8f96caf1524ec200bf310b65044454a6a4cf27c6,include,ELIGIBLE_ML_PREDICTIVE_ONLY,AVM with LLM features on 54k Tricity listings,condo_apartment,listing,Poland,1
8c8bc7e39e4a080c70755cc6826e0eb9ba14b7a6,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Six ML algorithms on Kaggle house data with area, bedrooms, garage",single_family,unknown,unknown,1
cf36cd731aab85d756ca55c9fd1c888f7f35f22a,exclude,E3_theory_method_only,Simulation model of Yichang housing destocking,unknown,unknown,China,0
72e7e493ce04caee9a71609f72beaa04827b0340,exclude,E2_no_characteristics,Macro policy ITS regression on China housing market,unknown,unknown,China,0
a072fb43e67fcc553e457777f0c68324ace19eb7,include,ELIGIBLE_HEDONIC,MLR vs RF on Kaggle 545-house dataset with 13 attributes,single_family,unknown,unknown,1
b38db270009a661fd70f21af2f1aef85bff1b9a3,include,ELIGIBLE_HEDONIC,Multiple regression of landfill impacts on residential property values,single_family,transaction,unknown,0
9c5081d6866b460fbe9fb9ff7c1773f638932bea,exclude,E2_no_characteristics,City-level housing price forecasting with XGBoost/LSTM,unknown,unknown,China,1
a3b90c148c9d865a1a19466cd292bb25b14e13e3,include,ELIGIBLE_HEDONIC,Multiple regression on King County sales data,single_family,transaction,United States,0
9f976eb27a264362a24f0617056e6778161bf590,include,ELIGIBLE_HEDONIC,MGWR-SAR geospatial model of Jakarta house prices,single_family,listing,Indonesia,0
aca827a44946c0dc878d8de333a8c36f6a9b1b9a,unclear,UNCLEAR_other,ICS-BP network house price forecasting; data level unclear,unknown,unknown,China,1
9f285e5d9b32487e96694c7e27eaff923c8f90a9,exclude,E2_no_characteristics,Average Beijing commercial housing price 2010-2020 on macro factors,unknown,unknown,China,0
4bb533630c8e8706ca12a1311c21806870356f8e,exclude,E1_no_residential_price,Housing purchase probability; price is a regressor not outcome,single_family,unknown,Indonesia,0
361adf3957fe909775ffd4f5ddfdcf17a1fc669d,exclude,E8_not_housing_market,BID assessment levy formula,unknown,unknown,United States,0
dce75a908baa43004c013241c9157a3060040eff,exclude,E1_no_residential_price,"Predicts housing condition, not price",single_family,unknown,United States,1
996b2020f7a48580738ba05aee16af6057ae4480,exclude,E8_not_housing_market,Land supply distortion and green growth; prices as moderator,unknown,unknown,China,0
47ec3dc1307d848088ad86e8a14453fae05148f1,exclude,E8_not_housing_market,FEMA temporary housing site selection,unknown,unknown,United States,0
851446578631df506855b95d986da9829258f808,exclude,E8_not_housing_market,Banking crises logistic regression,unknown,unknown,unknown,0
797cf92743ec2a701534e459e6738ef4c06bdc89,exclude,E2_no_characteristics,Municipality-level panel of immigration and house prices,mixed,transaction,Iceland,0
a482b4f2dafe28ba25f09bae8deabba2d3a41599,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear/Lasso/Ridge house price prediction comparison,unknown,unknown,unknown,1
5c5c506192e9ac6e15bbe6d910ab1dddb0d215cd,unclear,UNCLEAR_other,Chicago house price factors via box plots and correlation; regression unclear,unknown,unknown,United States,0
f7586d7e21935e6b933a4f4b90eb2535663f4c78,exclude,E2_no_characteristics,Tourism and aggregate housing prices nexus,unknown,unknown,Croatia,0
6a14de7af006fde7527e2580027767be030a1245,include,ELIGIBLE_ML_PREDICTIVE_ONLY,PSO-tuned LSTM on Ames housing dataset,single_family,transaction,United States,1
2565afc9ee2e15c0daf31480b06229279a91d815,include,ELIGIBLE_HEDONIC,"Eight factors of California home prices; likely block-group toy data, verify",unknown,appraisal,United States,0
27e232eeffc58b8e0a75c04f2ceb3aa6848d2746,include,ELIGIBLE_HEDONIC,Estimates value of favoured property orientation in Korean transactions,condo_apartment,transaction,South Korea,0
9e0670b378f7e6384baeef40d212142bf17182db,include,ELIGIBLE_HEDONIC,Linear regression of Delhi property prices on 12 factors,unknown,listing,India,0
cd9a9cfb7de567cb8d678f3bfe4f9f7474ce4683,exclude,E2_no_characteristics,"Real estate prices on exchange rate, inflation, GDP",unknown,unknown,Russia,0
694b274c384e1551df1768c111a249b26fe684a1,include,ELIGIBLE_HEDONIC,"California 20,640 block-group dataset regression; aggregate toy data, verify",unknown,appraisal,United States,0
b28a50b59ffefc2b37d659a0ee7d39d51034c798,include,ELIGIBLE_HEDONIC,"MLR on 11,161 Sydney transactions with 12 variables",mixed,transaction,Australia,0
90b923037f1c4b5e6a9a71f19f2d15764f1ccbf6,unclear,UNCLEAR_other,Substitutability of residential locations and rents/prices; empirical design unclear,unknown,unknown,United States,0
2ef589a2560d5f43fe4591a742ca78c152a82db5,include,ELIGIBLE_HEDONIC,"MLR of price per sqm on construction cost, material quality, land and building size",single_family,unknown,Indonesia,0
6c8ab7d65de723a6251815cc009c423e1d770405,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML market valuation of residential properties from characteristics,unknown,unknown,unknown,1
f450a9f901c1a5de07fbd7b3d0c24dafa5a06935,exclude,E3_theory_method_only,Behavioural economics discussion of price fluctuation; no regression,unknown,unknown,China,0
903af78176b3e67aa98ed7a3f41f59770eb46e54,unclear,UNCLEAR_other,Rent dynamics near Abuja rail station; regression design unclear,rental,rent,Nigeria,0
9fd1705c1b9e7c404cf28792e62c1ec15dde9998,exclude,E2_no_characteristics,City-level PCA clustering of housing price influences in Sichuan,unknown,unknown,China,0
0a4bbb3c94d7c3cd33168581496411d487f86c81,exclude,E1_no_residential_price,Text mining of Weibo comments on policies,unknown,unknown,China,1
c52e611665e6d95e655abca687626b44f8eaf37d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Four regression/ML models on Boston toy dataset,unknown,appraisal,United States,1
09311ef001f7b5c51f7c1244e5dd7cad09ed144b,exclude,E5_not_empirical_regression,Financial ratios of boarding house businesses,rental,unknown,Indonesia,0
3fe9779bc5ed68ec00d0a7c7dcf3b20fe62799b5,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Tableau visualization plus ML house price prediction system,unknown,unknown,unknown,1
e516fc960cfa674d5a5e76753c21255c13f90eed,exclude,E2_no_characteristics,US housing price index on 5 macro variables,unknown,unknown,United States,0
60ac4b2aae16b336521c90133ede309c8e7a555b,exclude,E8_not_housing_market,Diabetes outcomes and neighbourhood SES,unknown,unknown,United States,0
aac7869c5e96506fc354b572a6188e5baf5e174a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Feature engineering and model comparison on Ames dataset,single_family,transaction,United States,1
2b46d9b09216e682212a06d086a4b7673334eb12,exclude,E2_no_characteristics,VAR of macro variables and housing prices Saudi Arabia,unknown,unknown,Saudi Arabia,0
de894a1faa1d4e6d8ce0a852457b30f75094f11f,exclude,E2_no_characteristics,US HPI on macroeconomic factors,unknown,unknown,United States,0
f5cf563b2af5b51bf69bcee7659fe9634d3b261a,exclude,E5_not_empirical_regression,Qualitative perspectives on simple housing construction,single_family,unknown,Indonesia,0
93146d3bddf257d7022e254036ddf165f5d00734,unclear,UNCLEAR_other,China housing price prediction; data level and method not described,unknown,unknown,China,1
c570370f1a5b898b91d3be6cfb8286287a39dded,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Multimodal ML (numbers, text, location) for house price prediction",unknown,listing,unknown,1
c2f7fc257e72a44a5592fa57114c96f9f84a31ce,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML on USA house price prediction,unknown,unknown,United States,1
5e50d65206fc3885d2ca0a06b556c908cced5d20,exclude,E8_not_housing_market,Marriage rate prediction,unknown,unknown,China,1
194bb26329f6e0f4a5047cb786631b279bb418a6,exclude,E8_not_housing_market,Gentrification and crime; no price outcome,unknown,unknown,United States,0
36820f9c13234f15591d546bbe1bbfc9b2893c6e,exclude,E2_no_characteristics,Repeat-refinance appraisal framework; no characteristic coefficients,single_family,appraisal,United States,0
30d1a9fe422c65401a58046acf97688e83246640,exclude,E2_no_characteristics,Provincial monthly housing prices on macro factors Yunnan/Guizhou,unknown,unknown,China,0
172e6d161dd134cbbe4f6ab5aec9a486f2683348,exclude,E8_not_housing_market,CPTED guidelines and probation office perception,unknown,unknown,South Korea,0
09e9bfc3ba67fcb9b1cce6ad30df73a09cc9b657,include,ELIGIBLE_ML_PREDICTIVE_ONLY,BP neural network on Boston toy dataset,unknown,appraisal,United States,1
29ce2045a8b41ca2314a2b80fea6fdc3b22ab75f,include,ELIGIBLE_HEDONIC,"MLR on 1,000 housing samples with seven property factors",unknown,unknown,unknown,0
8f91b7d2b11f385d856d0e09b6c1a93c1f333cfb,exclude,E1_no_residential_price,Housing choice and satisfaction of workers; no price,unknown,unknown,South Korea,0
9d3c19e8632a684b81cce60be45ee47e8672a3c9,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction and recommendation system,unknown,unknown,India,1
b9842709ff1a40e89ba44eb283e16742423afb92,include,ELIGIBLE_HEDONIC,"MLR of Fuzhou community prices on area, age, metro, CBD, schools; n=20",condo_apartment,listing,China,0
74daa585b5ad16d9c158b1614d10cc39af98af9f,exclude,E8_not_housing_market,Wealth and education/entertainment consumption,unknown,unknown,China,0
cd52ae08c0cbcde80229ce7490da89a6d4454576,exclude,E2_no_characteristics,Seasonal adjustment of house price indices,unknown,transaction,United States,0
4c7766d489bda2e0b0a082bef19df655a7908dc0,exclude,E8_not_housing_market,Housing price volatility and household consumption,unknown,unknown,China,0
3aa6e6343d15846f5bed9ba55f447d945302c332,exclude,E1_no_residential_price,Environmental impact of fringe development; no price regression,unknown,unknown,India,0
453ccf7574264eb512bc3ee1dee8613994c4f96f,include,ELIGIBLE_HEDONIC,Regression of New Haven residential values on land area and geographic variables,single_family,appraisal,United States,0
4997de0249d225ed6359b594e140ec07dd191b5f,exclude,E2_no_characteristics,"California house prices on GDP, CPI, income macro factors",unknown,unknown,United States,0
eb65b1864e2361e4e5710c497b2965ed0c6df59e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction with feature review,unknown,unknown,unknown,1
3369ad0bf58661d98bc8d4f05508972c69d0f664,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear vs RF vs SVM on Boston toy dataset,unknown,appraisal,United States,1
b775745c362b7402da1f59900fa7afa1a1b3133b,exclude,E8_not_housing_market,Chinese internet songs cultural study,unknown,unknown,China,0
e71ce2026d1fbc32e3d889d7afb917ace603f641,unclear,UNCLEAR_other,"GIS kernel density, Moran and geodetector on Nanjing prices; no regression coefficients likely",condo_apartment,listing,China,0
531764a0361dace77dcb005ccdb968e339960edd,include,ELIGIBLE_HEDONIC,"MLR and RF on Ames with OverallQual, GrLivArea, GarageCars",single_family,transaction,United States,1
463632ff33917e97f63707a1c0c219e50bb6c435,include,ELIGIBLE_ML_PREDICTIVE_ONLY,BP/RF/metaheuristic models for Singapore house price forecasting,condo_apartment,unknown,Singapore,1
8dbff7a40283e1638b469220e9b2cb8d53734648,unclear,UNCLEAR_other,ML factors of American real estate prices; macro vs unit-level unclear,unknown,unknown,United States,1
fb0bb7b7a9854f81b204c6e83e767d212219379c,exclude,E2_no_characteristics,Housing availability and socio-economic factors in Slovakia; aggregate,unknown,unknown,Slovakia,0
f4e9835b3e35a02b36267a048e186e141de4edc2,exclude,E1_no_residential_price,Migration dynamics in new towns; affordability as regressor,unknown,unknown,Taiwan,0
9b877d5155c94cecd3be6c05086525d85ea23f71,exclude,E1_no_residential_price,Logistic regression of housing occupancy for single-person households,unknown,unknown,South Korea,0
5a743b5ff6803a3dde0e2f0263a04818521a2997,exclude,E2_no_characteristics,Spatial disparity of regional housing prices in Iceland; aggregate,unknown,unknown,Iceland,0
70793a0bc598a94039324af156e1d111fc796e7b,exclude,E8_not_housing_market,Long-term care financing and home equity,unknown,unknown,United States,0
26d337e294b50eb0104584b3ca5fd06d12fe8af6,exclude,E1_no_residential_price,Built environment changes around public rental housing; no price regression,unknown,unknown,South Korea,0
79ef2b5c97af212a2651b0df761a0e38797c7254,include,ELIGIBLE_HEDONIC,MLR on 300 Sydney samples with 9 variables,unknown,transaction,Australia,0
4941782b5b0f72edd1a30f2daf9fb60fbce23f3d,exclude,E2_no_characteristics,VECM of purchasing power index and apartment prices; time series,condo_apartment,unknown,South Korea,0
679eb1ffdabfdc5ad0a70fec885c007ea991eb7c,exclude,E8_not_housing_market,Airbnb nightly pricing model,rental,rent,unknown,0
6e0723a28de038c1f39063b4c5e595c7222c2d8e,exclude,E1_no_residential_price,Mortgage loan distribution determinants,unknown,unknown,Indonesia,0
3281c9d1cd314ad7924664c8d60a7b35b8d5a597,exclude,E2_no_characteristics,UK house prices 1952-2022 time series on 12 macro factors,unknown,unknown,United Kingdom,0
6b7a05e8894d2882e537186846a0fa4fb9e24016,exclude,E2_no_characteristics,District-level (79 districts) price differences in Chengdu; aggregate,unknown,unknown,China,0
4542e688786256d39af1cf316b6fd83b6cedae0f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Ensemble ML apartment price prediction in Irbid with key factors,condo_apartment,listing,Jordan,1
4c75e55c883af8793808fdccec8c6f7963bed0dc,exclude,E2_no_characteristics,Interest rates and aggregate German property prices during COVID,unknown,unknown,Germany,0
c2578597a056d5df04c590f43cf0c0ba6466a520,exclude,E8_not_housing_market,Mortgage borrowing and chronic disease,unknown,unknown,United States,0
cc4e9f217dbac07b4b73c8b633af8dfec0f75eb1,include,ELIGIBLE_HEDONIC,"Anti-social behaviour effect on 14,500 Northern Ireland transactions",mixed,transaction,United Kingdom,0
b6a7d18d0b97b718c79d196f843a2d209f959ad1,exclude,E2_no_characteristics,Time-series forecasting of California HPI,unknown,unknown,United States,0
4326e33d5aa8be80e2f1d1ae91adb42331da513d,include,ELIGIBLE_HEDONIC,Amazon Fresh entry effect on housing prices; DiD on housing market data,unknown,transaction,United States,0
cf5a7ca657bb720f24d15cb2d4e27beb0cf79607,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression variants and ML for house price prediction,unknown,unknown,unknown,1
72f43fd553dee8862ef9637601670e194c8819c3,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"ML rent prediction in Pune, Delhi, Mumbai",rental,rent,India,1
3433dec51e1dd4b7d016d77c4edce24a246a0500,include,ELIGIBLE_HEDONIC,"MLR on 300 Shanghai units with 11 factors, VIF checks",condo_apartment,unknown,China,0
80cbd52eeab6ebbcfa291facc83720df360a56b4,exclude,E8_not_housing_market,REIT sector index determinants,unknown,unknown,Japan,0
271d398b056cc47386cb005650534bc50687c3cc,include,ELIGIBLE_ML_PREDICTIVE_ONLY,MLR and RF for house rent prediction,rental,rent,unknown,1
e3792d5053b765b061de1f786734ecbeb62016f1,exclude,E8_not_housing_market,Fertility rate determinants; housing price as regressor,unknown,unknown,United States,0
2e2e6cdb4285e8172b031d001e9b47c38917af54,unclear,UNCLEAR_other,DiD of price ceiling external effects in Gyeonggi; panel unit unclear,condo_apartment,transaction,South Korea,0
a33e87e08f5352946b6ca86f418d09212ce1b232,include,ELIGIBLE_HEDONIC,MLR on King County sales with 13 property variables,single_family,transaction,United States,0
be97b7f99a884fa95708ab89a2924d42dc1034ff,include,ELIGIBLE_ML_PREDICTIVE_ONLY,LR/DTR/RF/GBR house price prediction on structured data,unknown,unknown,unknown,1
52a54db78675fdb118fe70499143a376e45cd764,exclude,E8_not_housing_market,Deep learning optimizer paper,unknown,unknown,unknown,1
775ae2ba679336578ba3a6291416be93858c8f93,exclude,E2_no_characteristics,SADF/GSADF bubble tests on city price indices,unknown,unknown,Turkey,0
4d4ccb11f7771ceed4206afb8b103ef4ae4800f5,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Multiple regression algorithms for residential price estimation,unknown,unknown,India,1
6f0082caaaa5accd461cf2763da88d9acd44f0b3,exclude,E2_no_characteristics,Scaling behaviour of aggregate US housing market crash,unknown,unknown,United States,0
05a94b6009a8b91ba6b4d88a3c8e2bb4d2fe7a9c,exclude,E2_no_characteristics,Homelessness and aggregate housing prices nexus,unknown,unknown,United States,1
848d3800b8b309ac857451209f1b55f82b38da47,exclude,E2_no_characteristics,Markov switching of national housing prices on stock index and rates,unknown,unknown,South Korea,0
d16b0907998476a459e090c4110e7811d0ce5d4d,exclude,E2_no_characteristics,Very long-term city price trends; aggregate,unknown,unknown,unknown,0
67c0cc6b53ecb39625d225e0ec44320ea42cc61a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Regression-based house price prediction India,unknown,unknown,India,1
309364b6d8361dba9a9e751b55ade4c452cd784b,include,ELIGIBLE_HEDONIC,MLR of house prices on property factors beyond aggregate data,unknown,unknown,unknown,0
466453a0acb823acd777ace6ef870a5a22aee178,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ANN/LSTM vs regression for residential valuation,unknown,unknown,unknown,1
9751ca55d97b5d952b12ad09021f2ead76cfdcca,exclude,E5_not_empirical_regression,User preference survey on home purchasing criteria,unknown,unknown,Turkey,0
ec758e613e1fdd06ae002ac951dbd3d1a7c117a7,exclude,E2_no_characteristics,Global economy impact on Ghana real estate; macro discussion,unknown,unknown,Ghana,0
cfb85be7726797a4a6ede15a05762ddec4f538f5,exclude,E2_no_characteristics,Time-series characteristics of Korean house price index cycles,unknown,unknown,South Korea,0
479b5c07dc9d0ed224169e0869b2feef78a015b0,exclude,E2_no_characteristics,City housing price forecasting from Baidu search data,unknown,unknown,China,1
3c69b28f68110d604d51f6e30fc2f309d1411cfc,exclude,E8_not_housing_market,Fertility and public services VAR,unknown,unknown,China,0
bef6a612825c7689b0ce8d1af1bbc724e8a7c529,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Random forest housing price prediction,unknown,unknown,unknown,1
7cfff0a4b539f95c912c49c45903cc7b405ccc49,exclude,E1_no_residential_price,Neighbourhood choice model on health amenities; no price regression,unknown,unknown,United States,0
9a552ff602ee40e8158f5661ab222d977227142a,include,ELIGIBLE_HEDONIC,"MLR on 19,554 Kansas City records with 15 house and external variables",single_family,transaction,United States,0
ba46f693643852d3929f18a12745e56eff4a2421,unclear,UNCLEAR_other,"Beijing MLR of housing prices; likely macro factors, data level unclear",unknown,unknown,China,0
6927ee2814dc88855faef41002779b2fa6f834fb,include,ELIGIBLE_HEDONIC,Housing factors on Seattle prices during COVID; property dataset,single_family,transaction,United States,0
4d30985c66e8084d09e60c972c248db703edc235,exclude,E8_not_housing_market,Wealth effect of stock vs housing market,unknown,unknown,China,0
4afbef4121e3f94688609b0a4aab3b20ec3927e2,include,ELIGIBLE_HEDONIC,"OLS-WLS on Beijing second-hand prices: area, school district, renovation, elevator",condo_apartment,transaction,China,0
24c898db0280ed27b83fec434fc31363de05ba6c,include,ELIGIBLE_HEDONIC,Boston tract-level toy dataset regression on crime etc.; verify at stage 2,unknown,appraisal,United States,0
f56d7d4780d15d2ba7a052ebeff827ad26ae1063,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Deep learning on property transaction records,unknown,transaction,unknown,1
9cc2e42d1b09ec3f20900f6397673719c8f77f7f,exclude,E2_no_characteristics,Beijing commercial housing prices over 23 years on 12 macro factors,unknown,unknown,China,1
f665cafc2c3808b037de53e17cb1c1e29d8f0993,unclear,UNCLEAR_other,Dataset paper for 153 Utrecht houses; regression results unclear,single_family,appraisal,Netherlands,0
570aaf50b40f8aa4b41c1b73f3e257712bfc09cf,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Regression ML house price prediction,unknown,unknown,India,1
bd67f9facc8e24437e1d0329dcaba4cebdc4e484,exclude,E1_no_residential_price,Demand elasticity of type-36 houses; price is regressor,single_family,unknown,Indonesia,0
8fd1a903a1b48fedf4fec2447b29bb6c3dbdab5b,include,ELIGIBLE_ML_PREDICTIVE_ONLY,XGBoost-bagging house price prediction,unknown,unknown,unknown,1
e8599af6eb800df4353596ffebf7e076df2aa479,include,ELIGIBLE_ML_PREDICTIVE_ONLY,RF and linear regression for US house price prediction,unknown,unknown,United States,1
fb5183981e725691995dd9c6147fa08225de7143,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price forecasting framework,unknown,unknown,unknown,1
cadcc9e5dd524318f427b334b892f61cfd3fe419,exclude,E8_not_housing_market,Reverse mortgage demand estimation,unknown,unknown,South Korea,0
be8b17039c5a3340c4d548e38963a1683392d361,exclude,E8_not_housing_market,Airbnb nightly rent prediction NYC,rental,rent,United States,1
a20aa8b7e160e4efca4095b649340eab5e5fcdcf,exclude,E2_no_characteristics,ARDL/VAR of macro determinants of Malaysian housing prices,unknown,unknown,Malaysia,0
4d69550518ff9b0f7ce57b5a5cf020f6d43b5a5d,include,ELIGIBLE_HEDONIC,"Determinants of row house transaction prices in Jeju; size, floors, land area",multifamily,transaction,South Korea,0
28d7d0e2158a32ae7b12b56229e2ede6fd95c7fe,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"LR, polynomial, MLP on Chicago suburb house price data",single_family,unknown,United States,1
88e19a7cf222cd85cb0e6389b23e07e5926f36a0,include,ELIGIBLE_ML_PREDICTIVE_ONLY,MLR and KNN for tax-base house price prediction Sintang,single_family,appraisal,Indonesia,1
2532531a5396139931802327eeb3c6d55011bf3a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Graph deep learning of park effects on 1,082 Guangzhou house prices",condo_apartment,listing,China,1
5d5481f1bdb4441dc2691f3437c1456c28db4354,include,ELIGIBLE_HEDONIC,Spatial weight matrix sensitivity on Prime Central London property data,condo_apartment,transaction,United Kingdom,0
b00384dc005ab599f3a2e3db9e1ae46093a9588c,exclude,E1_no_residential_price,Sports facility POI distribution; housing price only correlated,unknown,unknown,China,0
42eae452911fa468bf9b79f4ee0d1fca2626910d,exclude,E4_review_or_meta,CiteSpace bibliometric review of rail transit and housing prices,unknown,unknown,China,0
33cb5779c89ee55439004ba1ece30754ef9b21e5,exclude,E2_no_characteristics,City price index forecasting with web search indices,unknown,unknown,China,1
a21a5a2bf56bc06f87bdd643ec59d32508619718,unclear,UNCLEAR_other,Fiscal capitalization into property values; unit vs municipal aggregation unclear,unknown,unknown,United States,0
8b6c495557f66917d5732408eb392d503d05091f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Ensemble ML rental apartment price prediction India,rental,rent,India,1
bd2935078a67122e5b83f14951f3e0fe69398596,exclude,E1_no_residential_price,Oaxaca decomposition of apartment management costs,condo_apartment,unknown,South Korea,0
e99b094a95364d4f1856333aa636f1ddd269c866,exclude,E2_no_characteristics,Aggregate housing price dynamics from listings and macro indicators,unknown,listing,Kazakhstan,0
89ca73e341fb243ec97c565b4db5c5b25941b66d,unclear,UNCLEAR_other,"Building quality and house prices in Klang; survey-based, regression unclear",single_family,unknown,Malaysia,0
63d8fc684efdabf1d275a2c98c1884247709018a,exclude,E2_no_characteristics,Hazard models of housing bubble duration OECD,unknown,unknown,unknown,0
b44b6ce256aa963caa5123c0f7d3a96cb91d462a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML algorithms for house price prediction,unknown,unknown,India,1
e3794aa857842b6b19d82a27205df61f9be77801,include,ELIGIBLE_HEDONIC,EPA enforcement proximity effect on residential property values,single_family,transaction,United States,0
e43415eb9e17057ba41c6f1ab5d9de17ac56f13e,exclude,E8_not_housing_market,Disposable income of self-employed households,unknown,unknown,South Korea,0
e97464d7b94e3a22ca82cfa41c41b38e7334f091,exclude,E1_no_residential_price,Spatial pattern of entertainment venues; no price regression,unknown,unknown,Hong Kong,0
a87950d9c9751192a7cbd08f6900735515569f22,exclude,E2_no_characteristics,Descriptive macro analysis of Taiwan affordability,unknown,unknown,Taiwan,0
e5c1344d955c77d6128aa887bd866305be98cd8e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"BPNN on 3,435 scraped Surabaya listings with 52 attributes",single_family,listing,Indonesia,1
486034dcf3047d4284291ae47f309fff740ead97,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Ensemble regression with XAI for house price prediction,unknown,unknown,unknown,1
76fb8d9ff6a4ec7822c172b3ef7ad53a19912562,include,ELIGIBLE_HEDONIC,DiD of tunnel infrastructure on apartment prices by distance buffers,condo_apartment,transaction,South Korea,0
8f764cba81aa32ee066fa160b025eca873816e65,exclude,E1_no_residential_price,Residential satisfaction and property rights; no price outcome,unknown,unknown,South Korea,0
375ab5fc9cae6574189fbc1cb3a92cb80f7ef9b5,include,ELIGIBLE_HEDONIC,RDD on online listings after earthquakes; rental and sale prices by unit,mixed,listing,Turkey,0
ce44c3a994d9510cbd59681326e259a7fa8425a7,exclude,E5_not_empirical_regression,Residential space differentiation features; descriptive spatial analysis,unknown,unknown,China,0
2d2585fda5f7017c4b629df07e90b2a29785d6ef,exclude,E2_no_characteristics,VECM of macro and demographic variables on housing sales market,unknown,unknown,South Korea,0
c9c3a3c0150d0d7566987965f30c1a97ab78d511,exclude,E8_not_housing_market,Real estate company audit study,unknown,unknown,China,0
349058fc6307665248a1e81921a0426eb197d24e,unclear,UNCLEAR_other,Forced sale discount in Italian auctions; property type and regression unclear,unknown,transaction,Italy,0
8595fe109eada7ded46f7be8f43ecff9898ed9ec,include,ELIGIBLE_HEDONIC,Effect of presale-right resale characteristics on apartment sale prices,condo_apartment,transaction,South Korea,0
de210f053c94accaffc57e4c3c619e5ad21c441d,exclude,E2_no_characteristics,Aggregate zoning effect regression for British Columbia,unknown,unknown,Canada,0
307fcece1735a69f376a239262adb7ce91789e69,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression property price prediction system incl. houses,mixed,unknown,India,1
784e397fc77e1719dd6a26964a4bd0b9c79884e2,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"ML and RPA house price forecasting from rooms, area, amenities",unknown,unknown,India,1
637b35b7958860a21e85feb713bca477838bb5ea,unclear,UNCLEAR_other,Policy effects of speculation area designation; unit of analysis unclear,condo_apartment,transaction,South Korea,0
3bc52646e9e1a3d85ecf3df12738ffd5f2c10457,exclude,E2_no_characteristics,Benchmark interest rate and city housing prices,unknown,unknown,China,0
6ff2501a2fa0fc7fbfd48f9a5f3e86b9caf5ed57,exclude,E2_no_characteristics,Shanghai aggregate price determinants 1994-2015,unknown,unknown,China,0
31edffcb761f2438a7209dcebdd15d8bfca12426,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression on Ames dataset for prediction,single_family,transaction,United States,1
630f612404b55bee0ff66c60687f3f517d1f820a,exclude,E2_no_characteristics,County-level panel of wildfires and housing prices,unknown,unknown,United States,0
d205e7e5abb66e319fc11159afbb6382fb6b8445,exclude,E3_theory_method_only,Convex factorization machines method overview,unknown,unknown,Japan,1
d696b18a3b19b9050930610083ec3ba0ceb564d6,exclude,E1_no_residential_price,Customer preference analysis from social media; no price regression,unknown,unknown,Hong Kong,1
e20efcb8fda330116cae84d69ebf0277f555dce8,exclude,E3_theory_method_only,Life-cycle model of macroprudential measures,unknown,unknown,Lithuania,0
c6a67a962700401e849e82135857884581b9cb66,exclude,E1_no_residential_price,Shophouse (commercial) values spatial regression,unknown,unknown,Indonesia,0
56d3855be100922ffd29e919f1825f3d73093375,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML on Beijing second-hand transaction prices and influencing factors,condo_apartment,transaction,China,1
af0c96ce33a64ca93154fb4cac37203950c7c38a,exclude,E2_no_characteristics,Cointegration of gold and aggregate property prices,unknown,unknown,unknown,0
ef7b11c7fc894f8dd51cc083d4e3aec3d448ba83,exclude,E3_theory_method_only,Generic regression enhancement algorithm,unknown,unknown,unknown,1
776917949fc1ede29c179cafbc16a4cd1c397c83,exclude,E2_no_characteristics,Current account imbalances and national house prices,unknown,unknown,unknown,0
ae40f8865a232e508594d1da2838294d9a13cdd0,include,ELIGIBLE_ML_PREDICTIVE_ONLY,LASSO/Ridge/Elastic Net feature selection for house value prediction,unknown,unknown,unknown,1
f2bc891ab586492021d40355a0aa440e9bbc170b,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"RF vs LightGBM on 3,347 Indonesian listings",single_family,listing,Indonesia,1
bfb01afbc738d01dd29efa4bf39f946c934a211b,exclude,E2_no_characteristics,Factor analysis of macro drivers of Sanya commodity housing prices,unknown,unknown,China,0
b730558f676dc4628e57b03ab0649ee3f7c7991d,exclude,E4_review_or_meta,Literature-based analysis of ML house price prediction,unknown,unknown,unknown,1
e59a5eb955526110f421fe4dd21582858c71d6ac,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Hybrid regression technique for house price prediction,single_family,unknown,unknown,1
8b762ad768e114a7814d7d0889da82be16f8d23b,exclude,E2_no_characteristics,Property finance and UK house prices 1967-2017; time series,unknown,unknown,United Kingdom,0
fb8ad1d9a57c491b22796b65a71035f949819c84,exclude,E2_no_characteristics,Country panel of real estate price determinants,unknown,unknown,unknown,0
d972d9c097f9810e07978b12423366ec8abb66a5,exclude,E8_not_housing_market,Household debt and jeonse gap investment,unknown,unknown,South Korea,0
bbb37878bc38d8a3bd1f803436c174bac4f103e7,exclude,E4_review_or_meta,Text-mining review of journal trends,unknown,unknown,South Korea,0
3bc3233face21db65983ba4fc10c2a94a24d092e,exclude,E2_no_characteristics,Long memory of city apartment price indices,condo_apartment,unknown,South Korea,0
5cc739b35495c1c469836e958ed0ce62a87a3700,exclude,E8_not_housing_market,Small-area consumption estimation,unknown,unknown,United Kingdom,0
e0b0108ab6436c6cff76724c973bc9e72551f3a7,exclude,E8_not_housing_market,Hedonic model of Picasso painting auction prices,unknown,unknown,unknown,0
ce3d2fb9f2afc13cb54d20ea9df342dfde0fd768,exclude,E2_no_characteristics,Repeat sales index number theory,unknown,transaction,unknown,0
91eece1ea1e5f617c5d641f6bdb29ca32073d203,unclear,UNCLEAR_other,Street view features and residential price points; regression on prices unclear,condo_apartment,listing,China,1
80eca804dcfd2a6b965c6e79de34885df4a0f86a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Flutter app with linear regression price prediction,unknown,unknown,India,1
dc4f87dd92e8f3e4becc9ac57d23bda903c5f9a4,exclude,E2_no_characteristics,City-level (285 cities) spatial panel of housing prices,unknown,unknown,China,0
7315bfdaddb6289b37a7d73d1182faf2107c497c,exclude,E1_no_residential_price,"Predicts house construction costs, not prices",single_family,unknown,Indonesia,1
a731247c2b779e9f70acd9b4763a55ac27db0a8d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML/DL rental price prediction in China with endogenous and market factors,rental,rent,China,1
a670c0239ac36ea0c7d908345a8e36f613189290,exclude,E3_theory_method_only,Spline smoothing method with helper points; methodological,unknown,unknown,Germany,1
9fdd9ae8df4ec58ee7c84efe4c586ccab7944056,exclude,E2_no_characteristics,17-country panel of demographics and property prices,unknown,unknown,unknown,0
7acf8629acb2a8f6c499c47a0a8b31bacead1d2d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Hybrid ML approaches for house sales price prediction,unknown,transaction,unknown,1
cb040bfe2b96548f7f8ec90514250f95aad2e49f,exclude,E1_no_residential_price,Image classification of amenities; no price model,unknown,unknown,India,1
fc067df80a7a4989006e5d292f765e6517c0a574,exclude,E2_no_characteristics,Real estate bubble characteristics in Chinese cities; aggregate,unknown,unknown,China,0
83b9bcede57052f3ff5edb2f8c9379f4c66659d8,exclude,E2_no_characteristics,Housing finance regulation effects on regional house prices; aggregate,unknown,unknown,South Korea,0
47a7e4224207516230f83966436b49344f226f8d,exclude,E2_no_characteristics,Average Beijing residential prices on three macro factors,unknown,unknown,China,0
ac196020eae3d620e456d96a0cc33a3c8ff45797,exclude,E1_no_residential_price,Housing supply determinants in Isfahan,unknown,unknown,Iran,0
8b329069f31befe2c7c6201e70c748930ae32a2a,exclude,E2_no_characteristics,VAR of geopolitical risk and aggregate housing prices,unknown,unknown,Poland,0
fd7021df8ce5c07cbe7ce683066f1eda6d335d25,exclude,E1_no_residential_price,"Regional housing sales volume, not prices",unknown,unknown,Turkey,0
4f050e37e5a8a6c3c9cd0516dce5ab579093967d,exclude,E8_not_housing_market,Misattributed subject index page,unknown,unknown,unknown,0
4c788dd503356d6e1cf7d8c861bf3ff4fd10cd44,exclude,E1_no_residential_price,Land value estimation with spatial regression; land only,unknown,transaction,South Korea,0
30471000ec443d8e28e3f371f59312723b425527,exclude,E2_no_characteristics,Quantile-on-quantile housing prices vs stock market,unknown,unknown,Iran,0
c0ca419adb85a83abdceb712780f32c10d68f5cb,exclude,E1_no_residential_price,Tenure choice intentions survey,unknown,unknown,China,0
98438191d74bdd40ba8f1ee8325b8fb8b7420348,include,ELIGIBLE_HEDONIC,SPSS linear regression of house prices on size and facilities,unknown,unknown,China,0
5671ef6cd26812170b178077f550b5aa9fdc40e1,exclude,E8_not_housing_market,College enrollment types MGWR,unknown,unknown,South Korea,0
3db0010c979648962d30e2e5c0b1cbdac492f127,unclear,UNCLEAR_other,Rental prices in Czech cities via correlations and heat maps; residential? regression unclear,rental,rent,Czech Republic,0
82a5228270eeb78556e15dacb919d275b0f57963,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Regression models on 79-feature Ames-type dataset with interpretability,single_family,transaction,United States,1
bbc5cfca4ebec1ddeec39f4d061990c47c01851a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,RF and linear regression web app for Mexican home values from SNIIV,unknown,appraisal,Mexico,1
addca736b4d34741aeb57ccd2da843f375187d82,exclude,E8_not_housing_market,Conference proceedings title page,unknown,unknown,unknown,0
38bdcfa5cbca15dd16078daa707d480e6cf8cf31,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ANN prediction of residential selling prices in Serbia,unknown,transaction,Serbia,1
702cae1a310df2978c8f8431f2b10b8f083488bd,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML framework for house price prediction by location and density,unknown,unknown,India,1
35666a064276bbb147a6e6129c1ed60a56a61643,exclude,E1_no_residential_price,Housing supply as dependent variable; NARDL,condo_apartment,unknown,South Korea,0
a9db4156b0ec074010430d677c59dfd5dd44eca3,exclude,E8_not_housing_market,Construction enterprises development in Azerbaijan,unknown,unknown,Azerbaijan,0
539c6241d6f7d7a09aa2c3739422b58b23325dc4,include,ELIGIBLE_ML_PREDICTIVE_ONLY,SVR with Gaussian kernel on Boston toy dataset,unknown,appraisal,United States,1
b64794ca2cf6d11f6f0d4dfe9693b1d1a650a754,exclude,E8_not_housing_market,Household debt determinants,unknown,unknown,South Korea,0
6ef1bbe6327b57182969f98c2677b769e798d8e2,exclude,E2_no_characteristics,"Provincial housing prices on GDP, income, population",unknown,unknown,China,0
bd4e1700daf5091640904a663d417539f0358083,exclude,E4_review_or_meta,Text-mining review of lease literature,rental,unknown,South Korea,0
f9539860062e699a656b500bd1ba709ab1a44dd8,exclude,E1_no_residential_price,Agricultural land market spatial econometrics,unknown,unknown,Moldova,0
9aeb5e05694105f3fe1531442cdddb190e826cae,exclude,E8_not_housing_market,Transport investment feasibility framework,unknown,unknown,unknown,0
31bcde3e073273692e87cf9d46abdae7ca0d9afa,exclude,E3_theory_method_only,Fairness testing method for regression models,unknown,unknown,unknown,1
3265c9e0bcce594c113217915320b22ce5b86518,unclear,UNCLEAR_other,MLR of Changsha house prices; macro vs unit-level regressors unclear,unknown,unknown,China,0
9308ff2cf5a64c1b41ac0d9ab4919a135e3c93e8,include,ELIGIBLE_HEDONIC,Redevelopment district characteristics on Seoul housing transaction prices 2006-2020,mixed,transaction,South Korea,0
836ff23bb78342f6d67dd0fbce42f477df2d7acf,exclude,E5_not_empirical_regression,Housing preference survey of students,unknown,unknown,Malaysia,0
d36b509d603132645ed71fd666edd147059b9761,include,ELIGIBLE_HEDONIC,GWR of Fresno County home sales since 2018,single_family,transaction,United States,0
da3a3796b804cb629a45b98bff36aefc948d5452,exclude,E3_theory_method_only,New regression distribution; statistical methodology,unknown,unknown,unknown,0
99cc1ccea7e1a37f6653c266c68db9a63149a198,exclude,E2_no_characteristics,Macro variables on China real estate prices,unknown,unknown,China,0
fd9178fb8cb70aa274f87d8f133f714287665f70,exclude,E3_theory_method_only,Semiparametric spatial autoregressive model theory,unknown,unknown,unknown,0
d1e57dd75317f89c0f2bdafbbd0123f611146cdb,include,ELIGIBLE_HEDONIC,"Multiple regression of Prishtina apartment prices on amenities, green space, transport",condo_apartment,listing,Kosovo,0
c53999462c81b158b1b9bb0f8e5b78401c11e400,exclude,E4_review_or_meta,Meta-analysis of school quality capitalization estimates,single_family,transaction,United States,0
0ea15722d381f646e63256f35dd3106df61867a0,exclude,E8_not_housing_market,Birth rate prediction,unknown,unknown,China,1
3d7e50787f7248c2b9680305c93312d480e895ee,exclude,E8_not_housing_market,Housing price effect on consumption,unknown,unknown,China,0
578c7f8a67ed6a4885ad715128fbb75a8331a7a5,exclude,E2_no_characteristics,Spatial correlation physics model of French price field,unknown,transaction,France,0
c88d4b568109010aa6900a74b688291b55b7122b,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML on Ames 79-variable Kaggle dataset,single_family,transaction,United States,1
eb1de91667e7277bcc04bde651e784ec4186d76f,exclude,E3_theory_method_only,Semiparametric spatial additive model inference; Boston data as illustration,unknown,appraisal,United States,0
4971bc2c72074ee341c24d7588056fb7f0ec7428,exclude,E1_no_residential_price,Housing supply macro determinants Kenya,unknown,unknown,Kenya,0
c51c3d25a708fb2d468d7debecb147e452f30635,exclude,E2_no_characteristics,Historical Beijing price trend linear regression,unknown,unknown,China,0
a408e1de9351d02b0461b080fc8a88cb83cd15c4,include,ELIGIBLE_ML_PREDICTIVE_ONLY,107 methods on 414 Taipei housing deals; forecast accuracy,condo_apartment,transaction,Taiwan,1
74099967a079fff42f0df3135c0f69cc4e059615,include,ELIGIBLE_HEDONIC,"MLR of Yogyakarta prices on land area, bedrooms, bathrooms, house area",single_family,listing,Indonesia,0
18fe9238aa258567492d025d82cef7701360966f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Spatial-temporal ML framework for crime effects on housing prices,unknown,unknown,United States,1
75531b16f8b08606e95deb3ee258b079ecb57d92,exclude,E2_no_characteristics,Price trends of subsidised vs private housing; aggregate,condo_apartment,transaction,Hong Kong,0
e7af4f6a8560dbd619e402b3ff5067373a4dcb50,exclude,E8_not_housing_market,Xenophobic prejudice multilevel study,unknown,unknown,Hong Kong,0
8e7cc531c0e95ca007c2793a76b35efaf0512132,exclude,E2_no_characteristics,LSTM forecasting of housing prices and ownership variance; aggregate,unknown,unknown,United States,1
d25749a03659a8b7eff68324f4e72c597704e691,exclude,E8_not_housing_market,Regional wealth inequality and housing,unknown,unknown,United Kingdom,0
07c037af001c700907a158cf30fce23fc4070ab4,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Deep learning on Bandung listings,single_family,listing,Indonesia,1
824516f44231cd0e6de2d438a950fd1e8f32feb0,exclude,E8_not_housing_market,Smart city planning framework,unknown,unknown,unknown,1
9fa6aad599ea0ab3ac382161a61fc9c3781af73c,exclude,E2_no_characteristics,VECM macro determinants Accra property prices,unknown,unknown,Ghana,0
34292012819cef3d699a52adf030e77ba998c611,exclude,E2_no_characteristics,Hybrid ARIMA-ML forecasting of Turkish price index,unknown,unknown,Turkey,1
8655c6727505155b7e570963d773ca9150da3baa,exclude,E2_no_characteristics,Province-level migration and property markets China,unknown,unknown,China,0
d6ce91755158f5e7f936d64c3b1263a530cacf9a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Supervised ML on house physical features (Ames-type),single_family,transaction,United States,1
3cf3d25cf5805bd4ad746c1985560227468d2faa,exclude,E1_no_residential_price,Demand for subsidised housing; price as regressor,single_family,unknown,Indonesia,0
8278d4bc6386f7850d62584a98831dc2b7c6f23d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"Explainable ML on 2,211 Kathmandu listings",single_family,listing,Nepal,1
dbd33f8beb3a03a0e37000aa26d189fcaabf2b0c,include,ELIGIBLE_HEDONIC,"Spatial Durbin error model of golf course proximity on 1,693 Kern County sales",single_family,transaction,United States,0
7da8bdc306fd9690ce3d1e4097932659902b958f,include,ELIGIBLE_HEDONIC,Linear state space model with time-varying coefficients for new Tokyo houses,single_family,listing,Japan,0
9d81b56654e92164cbceda63bcf6353186d89f84,exclude,E8_not_housing_market,Computer vision floor space occupancy,unknown,unknown,India,1
8e8c97c370a59d5aea7be466ba47628e2b72e807,exclude,E2_no_characteristics,Income inequality and aggregate house prices Bulgaria,unknown,unknown,Bulgaria,0
44e770ae5c501a6b23d91a578ed8bc84be5db836,exclude,E2_no_characteristics,Average London price vs unemployment,unknown,unknown,United Kingdom,0
b9d2976f3e9c9dafe3029a3e4512197ce17be8ef,exclude,E8_not_housing_market,Gold return determinants,unknown,unknown,Turkey,0
7cf866f4ddcd337aa3f16c16941535eb12c2c174,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Recommendation system with ML apartment cost prediction,condo_apartment,listing,India,1
e59638d993bcf04239a2c849b87f04b5ad346434,exclude,E1_no_residential_price,Walkability visualization; no price model,unknown,unknown,Ireland,0
e43e7a2cc7f06fa96c88e6bdbf10be0769c23242,exclude,E2_no_characteristics,BP network on 10 years of Chongqing city prices; aggregate,unknown,unknown,China,1
c24bf9b1f48cd30f265de26f0e97f698422708a5,exclude,E8_not_housing_market,ML model consolidation,unknown,unknown,unknown,1
73f9f103667e733383ef3c8804c6780d34a53c14,exclude,E2_no_characteristics,Index-level price-to-rent ratios with explainable ML,unknown,unknown,unknown,1
78d383533cabae25ca0424953894b86a138916cb,exclude,E5_not_empirical_regression,Big data visualization and kriging of Xi'an real estate; no hedonic regression,unknown,listing,China,0
e345676db9f8aa43245c7b9bdf49828a7a68e83e,exclude,E1_no_residential_price,Migrant worker housing regional differences; no price outcome,unknown,unknown,China,0
5a510ef6da8156877e7715936e3fa8cf89899540,include,ELIGIBLE_HEDONIC,"Determinants of 500 Kaggle house prices: area, bedrooms, AC, basement, parking",single_family,unknown,unknown,1
32c2050a0ecf00c11014993bd07444b10c8a6951,include,ELIGIBLE_ML_PREDICTIVE_ONLY,LightGBM housing price prediction,unknown,unknown,China,1
48a9e27aba4bd2ca8f96ba73d4ddda71359aa3fe,exclude,E2_no_characteristics,MSA-level productivity shocks and housing prices,unknown,unknown,United States,0
a28c9273c19f7ce7487da7d16266044745b78db5,exclude,E2_no_characteristics,Community-level (978 communes) spatial model of taxes and housing prices,unknown,transaction,France,0
b11c02b14e465e192bff0d31c43600c7871af71b,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction with images and weather data,single_family,unknown,unknown,1
4e2e7696ecbdf4313c1f06feefa9e61c15d0d895,exclude,E2_no_characteristics,Monetary policy and US housing bubble; aggregate,unknown,unknown,United States,0
7455838043be366abb4270b2ceec37f610b2b118,exclude,E2_no_characteristics,Cross-country macroprudential policy and bubbles,unknown,unknown,unknown,0
71338b846833a334c9e4bdb0e8c028ab9d715dfe,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Ensemble ML house pricing with environmental and demographic features,unknown,unknown,unknown,1
33395030a1242a611d340b7d0353e570f818e758,unclear,UNCLEAR_other,ML/DL on US housing data joined with economic indicators; unit level unclear,unknown,unknown,United States,1
685fde4903f990542f952f7a10707fa3e1f661fe,exclude,E2_no_characteristics,20 years of Beijing aggregate prices; MLR and curve fitting,unknown,unknown,China,0
b00d19428e1f19472b143f880d8549d7fbe7d420,exclude,E3_theory_method_only,Tax policy analysis of housing affordability,unknown,unknown,New Zealand,0
df63fc964971d3a5e46b409ac941cbaa7498effe,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Housing price analysis via multiple regression algorithms,unknown,unknown,China,1
4bdc7248b6068c181a5a84b1b4472cffeea1e613,exclude,E1_no_residential_price,Housing construction intensity by municipality,unknown,unknown,Czech Republic,0
5aa0c59ec559223e2cc27a4234f041368d70bc74,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"ML house price prediction Tashkent: location, size, amenities",condo_apartment,listing,Uzbekistan,1
7e087fa13574b7bc9d66569acf30995c9fcc4728,exclude,E2_no_characteristics,Tract-level downzoning effects on construction and segregation,unknown,unknown,United States,0
304797b9f46ba924c409836f2406de84f26be27b,exclude,E2_no_characteristics,ARIMA vs LSTM on quarterly average Istanbul unit prices,unknown,unknown,Turkey,1
5ac2b60c997e73c29661f1ed7e694d765fe4f57a,exclude,E2_no_characteristics,ARIMAX on new dwelling price index Bulgaria,unknown,unknown,Bulgaria,0
ddb4167adfbea995b86dd4ed4f83bf6ff9971552,unclear,UNCLEAR_other,Construction material costs vs property prices Kumasi; survey-based regression,single_family,unknown,Ghana,0
47e55f1102316ae971d8dc2cdbc99c5f207ca5f9,exclude,E2_no_characteristics,Subnational spatial model of housing supply and prices Portugal,unknown,unknown,Portugal,0
9a8ee9d9a3d0d084239bc3681d37dc4172b68f84,exclude,E8_not_housing_market,Airbnb listing price determinants,rental,rent,unknown,0
a8e2e0c0bf8eb32585c21fc6a2c788b810e86ea7,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML collateral valuation with asymmetric loss,unknown,appraisal,unknown,1
aa30118f72705961365846f2e02df6b0291fdcf7,exclude,E5_not_empirical_regression,Questionnaire on consumer purchase decisions,unknown,unknown,China,0
faa206cb5b84dd2d3aa940acb1af4299819e9239,exclude,E2_no_characteristics,Multiple-output quantile regression of US financial cycle,unknown,unknown,United States,0
dfa228916cb5e6c7a6ef82b5fa5df4487e390696,exclude,E3_theory_method_only,Semiparametric spatial panel model theory,unknown,unknown,unknown,0
a40740d04b9c2ee1c8f235ad50bbdfc78d515b81,exclude,E2_no_characteristics,Cross-country rental market size and price fluctuations,unknown,unknown,unknown,0
ee209d77c2ef5cd7007d0aa380d8946ca3401458,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML assessment and prediction of house price,unknown,unknown,India,1
4e208e373ccd6827ab7ac6860404e4f2c77fbda1,exclude,E8_not_housing_market,Digital nomads and interregional migration,unknown,unknown,Russia,0
b6e9f3e04640bb727b2f12e671290d724f63ce3c,exclude,E2_no_characteristics,VAR of macro variables and real estate market China,unknown,unknown,China,0
52fee415cd8218c59d3341f4483bd2df4a4ded50,exclude,E3_theory_method_only,Teaching AI with Orange; pedagogical case,unknown,unknown,unknown,1
c89071ce7fe7a6f97ec7ffa5339b9616c41a47a0,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML comparison for housing prices in Chinese cities,unknown,unknown,China,1
ec28d528a649781bb3c84ab02eb4d078126560c9,exclude,E8_not_housing_market,Airbnb price recommendation,rental,rent,unknown,1
74e5d01b6b08f5ea07bcd112fa9d7c41bae73554,unclear,UNCLEAR_other,Multimodal seq2seq real-estate price prediction; residential unit level unclear,unknown,unknown,United States,1
cad3f7a66ed4b2f7d1868c568362b1863a593b87,unclear,UNCLEAR_other,False price reporting and market distortions; outcome and design unclear,condo_apartment,transaction,South Korea,0
b229566723043222000ec52ff7abdf039b0ab7ae,exclude,E2_no_characteristics,300 MSA home price growth fundamentals,unknown,unknown,United States,0
a6f4e70c4bebbf36bb81febe96e673de0485c1b0,include,ELIGIBLE_HEDONIC,Air pollution capitalization into home values by race; unit-level,single_family,appraisal,United States,0
a77d4f15dc315a9a20152df49818fe723ad86be6,unclear,UNCLEAR_other,Manhattan crime and house prices simple regression; aggregation unclear,condo_apartment,unknown,United States,0
4130cce5b8b0e6f5bea96e21912b6db9c57eedc0,exclude,E2_no_characteristics,Leading indicators of residential price cycle upswing,unknown,unknown,South Africa,0
92b606bb098a0347861424cd53e378579ff05bad,include,ELIGIBLE_HEDONIC,Spatial RDD of district boundary effect on comparable house prices Hangzhou,condo_apartment,listing,China,0
5a8c923a0b10dee052f28900574d5d29b1998057,exclude,E2_no_characteristics,Regime switching of policy effects on aggregate housing prices,unknown,unknown,South Korea,0
daf03a7c559a39abe6c5fd64122e366daf10994c,unclear,UNCLEAR_other,"ARMA, linear regression and RF on Beijing prices; data level unclear",unknown,unknown,China,1
3db8e798cf760db972f5428a89e267c0d5a82425,exclude,E8_not_housing_market,Bladder cancer mortality abstract,unknown,unknown,United States,0
3ad1cba09577309f1ae002023958a18fa55e971a,exclude,E2_no_characteristics,Housing submarkets and demographic change; aggregate,unknown,unknown,unknown,0
821769831965c61647bdfca84a127d5aa2390d07,exclude,E8_not_housing_market,Real estate enterprise value appraisal,unknown,unknown,China,1
9fb3927d427945afbdca7c2dec8cd7915f0105d3,exclude,E8_not_housing_market,Bladder cancer outcomes abstract,unknown,unknown,United States,0
99d4770c7afe60cc5020bc42784b9f2b8cd2b903,unclear,UNCLEAR_other,Mathematical modeling of housing price factors; data and method unclear,unknown,unknown,China,0
b530585da005aa141536452bf13929251edaf4ac,exclude,E8_not_housing_market,Housing prices and bank performance,unknown,unknown,South Korea,0
470bbc1749f2b0f1a7c981aec65f94ab1e1a7301,exclude,E5_not_empirical_regression,Kriging of project average prices; no regression on characteristics,condo_apartment,listing,China,0
85bf62773c26cf137b11eefe22a6e070131263b3,exclude,E2_no_characteristics,"Epidemics, money supply and aggregate housing prices",unknown,unknown,South Korea,0
ebc8506bb3a1757d19f55cc692861f52c150be11,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"ML house price estimation website from location, area, bedrooms",unknown,unknown,India,1
b39b4c23d0acb47a2232a9a866be9f970bc75804,exclude,E8_not_housing_market,Circle packing visualization method,unknown,unknown,unknown,0
822f2e4de6299cd0faedf698797babe36d74961b,exclude,E1_no_residential_price,Furnishing status image classification,unknown,unknown,unknown,1
286d87e9dd7fb8d8425f935de9bb4d24cabb83e6,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Bagging ensemble house price prediction,unknown,unknown,India,1
b140c7964c3ca35e954555871fa688c7bef2442b,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Self-attention multimodal house price prediction with public facilities,unknown,unknown,unknown,1
62317cf6ab2230712e445f726fcf7f11254c7f83,exclude,E5_not_empirical_regression,Perception survey of telecom towers and residential value,unknown,unknown,Malaysia,0
77de5ccae8ed1afded10068ecc9afe3ef8d498c6,exclude,E1_no_residential_price,Residential environment preferences of middle-aged adults,unknown,unknown,South Korea,0
c144b800a70b8ccb565241b893fce7c9588079c8,include,ELIGIBLE_HEDONIC,Spatial DiD of driving restrictions on second-hand housing prices Chongqing,condo_apartment,transaction,China,0
47a5ab840d2059b1fcd9def4db5b3172baaa9aaa,include,ELIGIBLE_ML_PREDICTIVE_ONLY,XGBoost property valuation,unknown,unknown,India,1
88810f593245617237f571c090132be4395244a5,exclude,E2_no_characteristics,Granger causality of policy uncertainty and social housing rents,rental,rent,unknown,0
e9a42515b3a50e17076b2408a1b813309c326c4b,exclude,E2_no_characteristics,Monetary determinants of house prices CEE panel,unknown,unknown,Poland,0
3006871c0722c665abc1eaa6cef565b495ba32a0,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house sale price determination,unknown,unknown,India,1
517328cc00204398a833af777b4e47fdd205438d,exclude,E2_no_characteristics,Inflation hedging of housing returns; time series,unknown,unknown,South Korea,0
5f905f2ca6a694a3bb7f93c6905fd62b4d3e2df9,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"ML on 7,000 detached home transactions Halton Region",single_family,transaction,Canada,1
7c4dacb72d739297f840d937375d5317500d4937,include,ELIGIBLE_HEDONIC,Brownfield site impact on house prices Johor Bahru,single_family,transaction,Malaysia,0
85e04b4c15bf8e51f1bf42ddad8c2a5de0ff1b20,exclude,E1_no_residential_price,Land lot shape for land valuation,unknown,unknown,South Korea,1
9f6da5b708a04de55ca9657526447d0fe1e9ceab,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Stacking regressor real estate price prediction,unknown,unknown,India,1
e48761f612a6bfa4416c40bde08347bf1b4ba45f,exclude,E8_not_housing_market,Property tax revenue prediction,unknown,unknown,China,0
968c937f599499f6658e09a79495afc0aabdce83,exclude,E2_no_characteristics,City housing price convergence,unknown,unknown,China,0
37c5cbfcb0500c5b1eab3b3a22beb8e88d00a500,include,ELIGIBLE_HEDONIC,Spatial models (SAR/GWR) of Jakarta house prices with web tool,single_family,listing,Indonesia,0
560cc2aad97f92ece603764092f3d9d1c5e7701a,include,ELIGIBLE_HEDONIC,DiD of upzoning announcement on apartment and multifamily prices near Naebang,mixed,transaction,South Korea,0
30c13b2803c76a66019467a953d0a48e26a88320,exclude,E2_no_characteristics,Regional economic and demographic factors on California prices,unknown,unknown,United States,0
30f2d71cfd0ad7302b6c3b52a245960f88f8f459,unclear,UNCLEAR_other,Opportunity zones market effects; outcome and unit of analysis unclear,unknown,unknown,United States,0
25b76703ef4353ffa81fc66324eb936bff081adb,exclude,E8_not_housing_market,Fertility intentions in social-mix housing,unknown,unknown,South Korea,0
cfb3b5e0249529fa43ef955d763098f7399fd928,exclude,E2_no_characteristics,"Determinants of housing idiosyncratic risk, not price levels",unknown,transaction,unknown,0
5b3ac2d2587dc0de26e9972ecbcd2dca48392ce6,exclude,E2_no_characteristics,VECM of Saudi HPI on GDP and CPI,unknown,unknown,Saudi Arabia,0
4103c10395defa6d56d6fc9af4ec3d16114978aa,exclude,E2_no_characteristics,Provincial price change forecasting with neural network,unknown,unknown,China,1
e6c8114a481642251b2d760b2e255df9f0fc4d1f,exclude,E3_theory_method_only,TANK DSGE model of collateral constraints,unknown,unknown,Taiwan,0
d62d375ffe318c6b8bc2f3bf185a6c922f3b2ca5,exclude,E8_not_housing_market,County-level foreclosure determinants,unknown,unknown,United States,0
c2b6a75d94d2ce27d185f96ffbc7fa5ee377ffff,include,ELIGIBLE_HEDONIC,Interpretable linear regression of Tashkent apartment listing prices,condo_apartment,listing,Uzbekistan,0
3dffa9c45da02f5e8e61799f5d4d86ea1cf1bf27,exclude,E1_no_residential_price,Tenure choice of millennials; no price outcome,unknown,unknown,South Korea,0
82ef25545f39729d8b996e3f09c0cb6f9f887ffa,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML comparison for Sri Lanka housing prices,unknown,listing,Sri Lanka,1
a8ae82e36827d768d2cb4f8068ffddb9b9e4d9fd,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Data mining on Ames 79-feature transactions,single_family,transaction,United States,1
a9cf8e3128d8b3ab1c2afb5d5f5f625f3388b0a5,exclude,E2_no_characteristics,35-city panel of average residential sales prices,unknown,unknown,China,0
2d07e94774bf286ecdd5b575b99db7e22122954b,exclude,E2_no_characteristics,OECD panel of AML regulation and house prices,unknown,unknown,unknown,0
e0c2da83ef0099d7d80f2ee4c5bb0717a87b5e3c,exclude,E2_no_characteristics,Regional city business cycle and house prices Poland,unknown,unknown,Poland,0
baf55874e4000184fd5923ca6950e3c3a49fcb7f,exclude,E2_no_characteristics,Markov-switching macro regression US real estate,unknown,unknown,United States,0
45491563758e4a1315d33eb518dfe213ac857e75,exclude,E1_no_residential_price,Agricultural property values and well sites,unknown,transaction,Canada,0
e88843d8526585df3a1fbc287b6a2f0067a5bb5f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Feature engineering and ensembles on India Housing Prices Kaggle dataset,unknown,listing,India,1
5cd221bfcecba5758d5e8330ddd8358c03bac05e,exclude,E2_no_characteristics,Macro causality with Centa-City Index,unknown,unknown,Hong Kong,0
e36ecf152b5247b2d37aeb49876572e753b60079,exclude,E2_no_characteristics,70-city panel of GRP and housing prices,unknown,unknown,China,0
97188e675358af620d898e595a1f5a717488c120,exclude,E2_no_characteristics,Systemic risk econometrics of GFC,unknown,unknown,United States,0
f28452b78c6d866b474a6f898b4685014c143469,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Memristor RNN house price prediction,unknown,unknown,unknown,1
d0a762907f165883a496e85aac889fa52f2585a5,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear and Lasso regression for Bengaluru house prices,condo_apartment,listing,India,1
5169433946816c1edf68286657af8509d065a708,include,ELIGIBLE_HEDONIC,Buy-to-let vs other buyers price differential; hedonic on UK transactions,mixed,transaction,United Kingdom,0
ea5400fbdf6c7336c1e6af21c5b023b1bcae03e8,exclude,E2_no_characteristics,Macro drivers of US house prices,unknown,unknown,United States,0
dbba4bff4f02779c28765158728f08db306afb86,include,ELIGIBLE_HEDONIC,MLR of second-hand house prices 2017-2018 with influencing factors,condo_apartment,listing,China,0
7b2c1d470c93d49e39e35b2f116fc8d4160d8553,exclude,E3_theory_method_only,Generic interdependence modelling system for business data,unknown,unknown,unknown,1
42abdec870c4441dfb16a87db51f7d5e7e19aae8,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Improved COOT optimizer for house price prediction model,unknown,unknown,China,1
d0b3cf94e9762dba81ce02766c4c5a29ee5d1c74,include,ELIGIBLE_HEDONIC,Moran eigenvector spatially varying coefficients for Seoul apartment prices,condo_apartment,transaction,South Korea,0
35d9bc16269b7721afd2312ec1b0be20e88da492,exclude,E8_not_housing_market,Journal editorial,unknown,unknown,unknown,0
f08cbd1635c5956ec2f82f52f7e78ec7958b2ff8,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Nonlinear green space effects on sale and rental prices via remote sensing and ML,mixed,listing,China,1
dd272256b5c62e12acb593965e966cd29ec916d2,exclude,E8_not_housing_market,Hedonic index of travel guidebooks,unknown,unknown,Germany,0
d9551db9ab0b17319187807982bd7357dd4c73aa,exclude,E8_not_housing_market,Restaurant distribution count regression,unknown,unknown,China,0
b9df5d29ea35f9d039b992207f5d74737b49f38b,unclear,UNCLEAR_other,California house pricing during COVID; regression unit unclear,unknown,unknown,United States,0
f837688daac3d3e8812cfc7947b4859326720d0b,exclude,E3_theory_method_only,Monte Carlo simulation valuation method,unknown,unknown,unknown,0
e745ee5d19fcb76c22bc7aa67a9a5c88976d7b61,include,ELIGIBLE_HEDONIC,GWR of price changes on property features Olsztyn 2007-2015,condo_apartment,transaction,Poland,0
34e69e5bc33931ed15d395f945460b3fbc513831,include,ELIGIBLE_HEDONIC,Multiple regression of Perm apartment values on characteristics,condo_apartment,listing,Russia,0
6ff06be88701f17286f1bfbee3f1478ba795bb0d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Hybrid RF-BPNN second-hand housing price prediction,condo_apartment,unknown,China,1
453ff855ff18dc1d3ac86f4841c7d22aaa7c2dbe,include,ELIGIBLE_ML_PREDICTIVE_ONLY,MLP valuation of apartments in two Russian regions for bank,condo_apartment,appraisal,Russia,1
705ade6af361d428f62909a69e5002a84927fdf2,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Explainable ML house price prediction within blockchain platform,unknown,unknown,unknown,1
59f95b9e83799fe13df130dda300f00a16b5dd73,exclude,E2_no_characteristics,Speculation detection in three Turkish metro price series,unknown,unknown,Turkey,0
930280281d0e0d8cd8fe356bf3e7de5ada0c3654,exclude,E2_no_characteristics,New dwelling price index on rates and labour cost,unknown,unknown,Turkey,0
6c4762b55724cbdd2d2fc71e03c555f3b56f9595,exclude,E1_no_residential_price,Land value gradient Antananarivo; land only,unknown,unknown,Madagascar,0
fd97800f011a1e5cb3c785a29afda2bf7b24c254,exclude,E3_theory_method_only,XAI proof-of-concept system; house price as demo,unknown,unknown,unknown,1
47ece02e91f447ac4bf8c4fb7b6fd3f096ebb063,exclude,E5_not_empirical_regression,Perception survey of 50 residents,unknown,unknown,South Korea,0
b1b194946e7ca389f953d6c6cd4472102bac4ea4,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Decision tree on Boston toy dataset,unknown,appraisal,United States,1
6898c97490acfe692d4c6c80ee696d78727feb4f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Ensemble regression for house rent prediction,rental,rent,India,1
fc0bbdbf1e415dfb75ee691cb2550ca8e6e7cb42,unclear,UNCLEAR_other,GAN housing price forecasting; unit-level vs trend unclear,unknown,unknown,Taiwan,1
2a15263c822b4d72ccd70cb7615d75ab6130676f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,AI house price prediction system,unknown,unknown,India,1
95b102f25a0dd434ad885a8141ce3562b9eccd2d,exclude,E2_no_characteristics,Virtual repeat sales index method for new buildings,unknown,transaction,China,0
31b8bbfad2a106402c0804ddd9afe49d1e14bfa0,exclude,E8_not_housing_market,Housing price index effect on unemployment,unknown,unknown,United States,0
7f3edbe76b32a1ad7e5bf17986d4c70fe9ed44f7,exclude,E2_no_characteristics,Panel evaluation of price control policies; aggregate,unknown,unknown,China,0
492e85009fb19d707755e7f8c4411ec5288d1120,exclude,E2_no_characteristics,Regional cointegration of macro variables and housing prices,unknown,unknown,China,0
4518721f959c7b0123164103f41e6415067df0da,include,ELIGIBLE_ML_PREDICTIVE_ONLY,RF and gradient boosting for property investment value prediction,unknown,unknown,unknown,1
0f5e03574c733a8f3b3b7cb160cb8b32374386d7,exclude,E2_no_characteristics,Two-stage k-means on US house price time series,unknown,unknown,United States,1
0539558f884fdea91d0bb2dd020c956f70a567f7,exclude,E5_not_empirical_regression,Consumer demand approach as alternative to hedonic; no hedonic regression,unknown,unknown,United Kingdom,0
6cf7109a76bc0d2699a5fedaa77fa34e9be510f1,exclude,E1_no_residential_price,Rent of neighbourhood commercial facilities,unknown,rent,South Korea,0
ad15fcd0be4aa0b26e2d1fe53d80246935f7f4f8,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"SVM web app for Kerala housing prices from size, bedrooms, distance to centre",single_family,listing,India,1
d300b921d750a58d0305f218b301c6186beeb5aa,include,ELIGIBLE_HEDONIC,Spatial RDD of Nanjing city wall premium on housing prices,condo_apartment,transaction,China,0
c71b688427842b1e1c2e7b5400ef26cdb5cbfb0c,exclude,E2_no_characteristics,Quantile regression price index compilation for new condominiums,condo_apartment,transaction,China,0
d168a54a79dca9e1800dd13e818f5afc4c2eb261,include,ELIGIBLE_ML_PREDICTIVE_ONLY,CRISP-DM ML design for house price prediction and segmentation,single_family,unknown,Indonesia,1
ee956a3ad6a23a7cfa98a11c56d151908d9edb21,exclude,E3_theory_method_only,Conceptual mechanism of affordable housing market,unknown,unknown,Russia,0
631af1f44ecf156bd5eb4560c439bc1b390c3c51,exclude,E4_review_or_meta,Literature review of forced displacement and housing,unknown,unknown,unknown,0
c7060b7364d2cf0dd30794b6b1ed2a7de38c8753,include,ELIGIBLE_HEDONIC,Cash financing discount in US transaction prices over 12-year cycle,single_family,transaction,United States,0
94e589f5c194d8cba0629e0e84d3171e393f6c64,exclude,E2_no_characteristics,35-city cross-section of consumer factors and house prices,unknown,unknown,China,0
7b4aee2056fa837423b38e5b8acf04bb72c062a3,include,ELIGIBLE_HEDONIC,"MLR and RF on 16,015 Chongqing second-hand listings",condo_apartment,listing,China,1
18702e52345f925bd07faab5be25ae00d2d5190a,exclude,E8_not_housing_market,Microblog word segmentation,unknown,unknown,China,1
d40078b40dc2f359296a6603bfeb24858f526d5f,exclude,E2_no_characteristics,COVID impact on Shenzhen market; aggregate case study,unknown,unknown,China,0
08e8ff8f51f13b8bdd99b29a8af97128f8d6b702,exclude,E3_theory_method_only,Textbook chapter on model evaluation,unknown,unknown,unknown,1
d6e394b39690559fcf56412ae424ec49aa67e0ed,include,ELIGIBLE_HEDONIC,DiD of GTX-A opening on Dongtan apartment transaction prices by distance,condo_apartment,transaction,South Korea,0
3765704578cad6233ac37a6b2b16bc7c28fd3a47,exclude,E3_theory_method_only,Bootstrap tests for spatial panel model; statistical theory,unknown,unknown,unknown,0
955e47397d4f0bca58f3f244868aeb61ed3c0325,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Deep learning and nonlinear regression for Beijing house prices,unknown,unknown,China,1
cad4660b3043692c5ff46aec533e4cee4536b3b3,include,ELIGIBLE_HEDONIC,Brazil determinants with macro panel plus micro hedonic approach,unknown,unknown,Brazil,0
e414d68bdc4a00c57adbae8e59a8b31fab1fb72e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Channel exchange network for multi-source house price prediction,unknown,transaction,China,1
d894812a17afa5a597e4f95bfc6698868e5eff78,include,ELIGIBLE_HEDONIC,Housing price gradient vs distance to centre Mexico City 2019-2022,mixed,listing,Mexico,0
d43cb8b58778b03db2f4c5579de73e4a8dbf4ebc,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Six ML techniques compared on housing price case study,unknown,unknown,unknown,1
b3cd25f18ea4f3318e0559e02e9258be23c8d3fa,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML home price forecasting project,unknown,unknown,India,1
d73949b9e8302e61295272aeea270858b7664d2a,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Second-hand house price prediction Beijing by property attributes,condo_apartment,listing,China,1
6fd6c05d44ed0f229522a17ae8a0ea990680defc,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Statistical and ML modelling of Lagos housing prices,unknown,listing,Nigeria,1
b9ca1245f97f4e5fa9f69ed8caa4ab616400af96,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Bayesian probabilistic second-hand price evaluation with POI data,condo_apartment,listing,China,1
a6743af461f14f287478afb12ee37c9afbc583ab,exclude,E2_no_characteristics,Frequency-domain spillovers among 70 city indices,unknown,unknown,China,0
9db0686f82f1f1fffba29212d0b81db0294f343d,exclude,E1_no_residential_price,Hospitality property prices,unknown,transaction,South Korea,0
95c832bc28fe9ebe94055ece7fdc2cff0b39b445,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Six ML models on Ames dataset,single_family,transaction,United States,1
5450419c6a46f3356f91add995e949a9dacd25e0,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Supervised ML regression for housing prices,unknown,unknown,unknown,1
74ff267d8452744f196dde43f090e7c74cbf4168,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ANN vs expert valuation of Batikent dwellings with GIS attributes,condo_apartment,appraisal,Turkey,1
9b1ab5f72bd8f0381fb36ae4fa7f6e6abaf3fe06,include,ELIGIBLE_ML_PREDICTIVE_ONLY,RF price forecasting inside Bandung recommendation system,single_family,listing,Indonesia,1
56353d1ed3e0c3aadf4a612c2013d043eb7bd67e,exclude,E3_theory_method_only,Pedagogical regression exercise with real estate data,unknown,unknown,United States,0
87f08bce76f5913e565072d94837959199e06c94,include,ELIGIBLE_ML_PREDICTIVE_ONLY,LR/RF/XGBoost for Bangalore house prices,condo_apartment,listing,India,1
5e3046a4a44e5bb73de057b26db5200058055700,include,ELIGIBLE_HEDONIC,Hedonic MWTP for air quality using Meishan commodity house data,condo_apartment,transaction,China,0
38142911c368fc889db521fc8a3097c5e5477913,exclude,E3_theory_method_only,AVM performance metrics discussion for lenders; no hedonic estimation,unknown,appraisal,United States,1
7c133e01957a598c90d11b36fa9d8771350dc9a4,include,ELIGIBLE_ML_PREDICTIVE_ONLY,"28 rent prediction models on 79,735 Belgian rental listings",rental,rent,Belgium,1
62eb591fe5c6c1def56d0f198842d011358b788e,exclude,E2_no_characteristics,Price-to-income bubble discussion China,unknown,unknown,China,0
5be82af55989931f991fbf6f78fbea93a05bd3de,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction in three Karachi towns,unknown,listing,Pakistan,1
e18d6f0609bfcfe9c11f3b7f25079abd0b07166c,exclude,E2_no_characteristics,Interrupted time series of tourism and aggregate prices/rents,unknown,unknown,Spain,0
4fbee1cd63ad04297da344f6c6135fbe06cb9c88,include,ELIGIBLE_HEDONIC,NFL franchise departures and nearby home prices; DiD on sales,single_family,transaction,United States,0
e0e5c1687186c65086fbce96f95791c277ca4a50,exclude,E2_no_characteristics,GA-BP network on macro index set for residential prices,unknown,unknown,China,1
d85c0567b113878d0abab319e4fc0c1c654a301e,include,ELIGIBLE_HEDONIC,Capitalization of property tax relief into Florida house prices,single_family,transaction,United States,0
4e0f5f33fa3bd6c26232a544bfdd68d4c89bd7d6,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Stacked elastic/lasso/ridge/GBR housing price prediction,unknown,unknown,China,1
9368cf0ec24a7b61c1bab13db1944e42e8cd3c90,exclude,E2_no_characteristics,MSA-level ML of COVID impact on housing prices,unknown,unknown,United States,1
3b61ae6e608effd006774ff7d20b0f0a9290e8c8,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Coordinate features in ML prediction of San Francisco housing prices,unknown,unknown,United States,1
ec8c445a590bc8c403096ec0be9a4fed7f26c187,exclude,E2_no_characteristics,Bayesian structural time series of LTV restrictions on HPI,unknown,unknown,New Zealand,0
e86b71f295ab70d604cbc16f28d3b80674d5a6a4,unclear,UNCLEAR_other,Predictive modelling of housing price trends; data level unclear,unknown,unknown,India,1
b01b56a3497e3173669e33f9a49300a4e5dd0c67,unclear,UNCLEAR_other,OLS of short-term rentals on Prague property prices; unit of analysis unclear,condo_apartment,unknown,Czech Republic,0
0ed50c8ec2872ac705642c937da09a50a8525350,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Neural network on Kaggle housing data with 10 features,unknown,unknown,unknown,1
70b7f297b80806d606892bccc590dd3b2cac2409,include,ELIGIBLE_HEDONIC,Organic vs conventional farming on 2.9M French housing transactions,mixed,transaction,France,0
ae012ea924873256cfc3d6615d34e7ec5109f642,include,ELIGIBLE_ML_PREDICTIVE_ONLY,RF/XGBoost/Lasso on Shanghai second-hand transactions,condo_apartment,transaction,China,1
aef3c35f56b14d8ef4f2a8231afce1eeaa36a403,include,ELIGIBLE_HEDONIC,Housing wealth driven overpayment controlling for property characteristics,single_family,transaction,United States,0
e40c154da2987eaf6612ca0abf0e9ff60c9af555,include,ELIGIBLE_HEDONIC,MLR of 414 New Taipei house prices on age and metro distance,condo_apartment,transaction,Taiwan,0
826cbd53f328d497d0fcae54a0b290ebff89e9bf,include,ELIGIBLE_HEDONIC,DiD of apartment complex fires on multifamily transaction prices Korea,condo_apartment,transaction,South Korea,0
9fefd0dc1e6bfd44d77914decc4a6c4fb82c639f,include,ELIGIBLE_HEDONIC,Window exposure and structural attributes on Warsaw primary market offer prices,condo_apartment,listing,Poland,0
baafbd5988095d36f31bc7d2e66f84acd3b5d5e5,exclude,E8_not_housing_market,Threshold effects of house prices on local employment multipliers,unknown,unknown,United States,0
cf1e9446191aa4f5ae8f114187bd46421d546251,exclude,E3_theory_method_only,Asymmetric fuzzy regression method,unknown,unknown,unknown,0
ea04faa3629d6ec5277a775909d75463bd04b9e8,include,ELIGIBLE_ML_PREDICTIVE_ONLY,RF house price prediction with crime and employment indicators,unknown,unknown,India,1
f4c81e71c4a136632ee711fd9168f8cde85d5892,exclude,E2_no_characteristics,County-level rent determinants via BMA,rental,rent,United States,0
98c898b2934173b5b85a465830976d7f568ce0af,exclude,E4_review_or_meta,Review of ML house price prediction,unknown,unknown,India,1
878ce08a6eeabdc87e9777cfa2d6dbec4c0aa6e6,exclude,E8_not_housing_market,Low-carbon transportation neighbourhood environment,unknown,unknown,China,0
b4cb621d411693e41acd452211dd18e4dcf00310,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML on Kaggle Indian real estate dataset,unknown,listing,India,1
5278e0252b9caf8450691bcef2e1f4b3e71a046c,exclude,E6_duplicate_version,Retraction notice of GLM housing price article,unknown,unknown,unknown,0
4bd2eb32f66789b92181e5c9bd7cece6b38999ee,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Advanced regression models for house price forecasting; title only,unknown,unknown,India,1
45c65b5ccba85b2b0e413039422ff9b86b972752,include,ELIGIBLE_HEDONIC,Trails and residential property values with spatial dependence; title clear,single_family,transaction,United States,0
2469c31ee76b38d5bd52bb7f18e02f433ca0ebb9,unclear,UNCLEAR_no_abstract,Multilevel determinants of housing prices across Chinese cities; unit level unclear,unknown,unknown,China,0
c45a04529a5e13ac11524e995bb127e2a0eddd53,include,ELIGIBLE_HEDONIC,Hedonic price index for new detached houses on micro data; title clear,single_family,transaction,Finland,0
dc62559c7277c98eb69e08ddaaaa54f66ed22947,include,ELIGIBLE_HEDONIC,Wireless towers and home values spatial econometrics; title clear,single_family,transaction,United States,0
efea80c945cd0caa21f11ef5939d10ff9d755deb,exclude,E2_no_characteristics,ML on provincial-level house prices; aggregate,unknown,unknown,China,1
fb46f09b30a18fe6d5ef8d896a32fc4deecc3211,exclude,E6_duplicate_version,Retraction notice,unknown,unknown,China,1
3ac46c8c9a9d1cc3106efaeba23de4aa7a8188ab,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Advanced regression house price prediction; title only,unknown,unknown,unknown,1
90c40c6969271ec97c8a8400379234bc355c95fc,exclude,E1_no_residential_price,Housing prices as determinant of coworking location,unknown,unknown,United Kingdom,0
66a65afa5298d1d6d0bd053f827221a779eb2a95,include,ELIGIBLE_ML_PREDICTIVE_ONLY,LASSO and linear regression house price prediction; title only,unknown,unknown,unknown,1
d0376066fc82eec8da102d891dc028fab921c9cf,unclear,UNCLEAR_no_abstract,MLR housing price forecast; data level unknown,unknown,unknown,unknown,0
8d7d1a3fe693274b24ee99e453e9c10db2b67bfb,include,ELIGIBLE_HEDONIC,Railroad proximity effect on house prices; title clear,single_family,transaction,Germany,0
8fbd66059d714aa0ed810fca8981507535512405,include,ELIGIBLE_HEDONIC,MLS data determinants of residential property values (1972); title clear,single_family,transaction,United States,0
b63e11a930bda6346adac374d189af5807770f8d,include,ELIGIBLE_HEDONIC,Spatial econometric housing price estimation on Busan transactions; title clear,condo_apartment,transaction,South Korea,0
2dc7e31185bf1cf3df91fe07e91780ca4e3622f7,include,ELIGIBLE_ML_PREDICTIVE_ONLY,XAI and ML prediction of Seoul housing prices; title clear,condo_apartment,transaction,South Korea,1
2585bec8a6a8e1b093adbd26c9ecf6cb4d53e2e5,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Random forest house price prediction; title only,unknown,unknown,Indonesia,1
7c9da61ded87721102ca7cc60e06fe8bd79ca687,exclude,E2_no_characteristics,Capital-city level determinants of Australian house prices,unknown,unknown,Australia,0
36381c0d9eba33d8b04209483e5f53e367c8e388,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Advanced ML techniques for house price prediction; title only,unknown,unknown,India,1
93a959319d751f298301e0b785f4c63907951778,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction; title only,unknown,unknown,India,1
a7735fcd00c918cdad9d7596e360292911169f8d,exclude,E2_no_characteristics,Dynamic factor models forecasting aggregate prices and rents,unknown,unknown,unknown,1
7220da292deae36951ca2a9de359484d3db23c0f,exclude,E8_not_housing_market,Hawk nest-site selection,unknown,unknown,Taiwan,0
7177b4352c4af7284a09d8b95fa8bc4ab8f3a401,include,ELIGIBLE_HEDONIC,Quantile regression of Seoul housing price determinants; title clear,condo_apartment,transaction,South Korea,0
0ec1e7c629b8d1975f1556930a2ba9be7b8cac5e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction; title only,unknown,unknown,India,1
02437e50728fb744309d82e321792a0d5d850f58,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML factors of Beijing second-hand prices; title only,condo_apartment,listing,China,1
7e5a519ed4d1d110d853cde142b31b316c797b5b,include,ELIGIBLE_HEDONIC,School quality components capitalized into house prices; title clear,single_family,transaction,United States,0
766b6e5fb2c62b60c51050aa40bef897f3ebdf33,exclude,E2_no_characteristics,Exchange rate volatility and aggregate house prices Iran,unknown,unknown,Iran,0
518ba78f2902bb654a1c69a0482dc1d326ccfae6,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction; title only,unknown,unknown,India,1
68e1bd94fca50f9d2152f75488046841d80e92fe,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Five ML models compared for house price prediction; title only,unknown,unknown,unknown,1
5fa8b8c8c2cfa9c052abf7601c92fda3abd2ebcd,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Predictive ML valuation of house prices; title only,unknown,unknown,India,1
5a2df7042187ef3f9805a183d9eb9b2aa7c9a103,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML approaches for Seattle house prices; title only,single_family,transaction,United States,1
5df1dc5f6c85f973973e1a5da5ec5159f042daa8,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Boosted regression tree factor analysis on Boston toy dataset,unknown,appraisal,United States,1
44c815ae72d5549d70c5587925f2562528ed0580,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML comparative study house price prediction; title only,unknown,unknown,China,1
79f7c75eb746bd897d6f7938f2a6165dd60997a5,unclear,UNCLEAR_no_abstract,"Determinants across Beijing, Shanghai, Chongqing; city-level likely",unknown,unknown,China,0
6e92d22246fa9883a3e7c89a428985128df6ddab,exclude,E2_no_characteristics,Long/short-term macro factors of Chinese housing prices,unknown,unknown,China,0
ba1601dcfd5d633c3e8a4afa2bd043a80598d06f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,BP neural network housing price prediction; title only,unknown,unknown,unknown,1
d0e3f2aa78de04bf20436c8f57ef3ae22a9f28ef,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Alternative data and ML for Surrey BC house prices; title clear,single_family,transaction,Canada,1
ca6ff999d046595f6c5a93bb4d89d22b894c5403,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML on Beijing house price data; title only,condo_apartment,transaction,China,1
b6aa2ce5d1d7bdc192a9da54779d311bb7b5e810,include,ELIGIBLE_HEDONIC,Quantile spatial DiD of price changes near rail stations; title clear,condo_apartment,transaction,Singapore,0
9c2092fdcf05884505177de80451862874b1d9dc,unclear,UNCLEAR_no_abstract,Determinant factors of house price via regression; data level unknown,unknown,unknown,Indonesia,0
be6ae1fe5f379c1f93d4a901418767ac34145360,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Linear regression prediction system; title only,unknown,unknown,India,1
bf21de9b1f5f1428583e2c5ec9c177461647cfce,exclude,E2_no_characteristics,Inter-regional spillovers of housing prices,unknown,unknown,China,0
04ddb87254dfda2ac191cf941806a8a8f90a215e,include,ELIGIBLE_HEDONIC,Hedonic index for new flats and terraced houses on micro data; title clear,mixed,transaction,Finland,0
5e6352e6979d5c3adcde40933a8af5b1d2dde147,unclear,UNCLEAR_no_abstract,Resampling effects on housing price multiple regression; data unknown,unknown,unknown,Egypt,0
a9bf441cc2610737fcd4fb88281f2535769c2b86,exclude,E2_no_characteristics,Housing price expectations survey analysis,unknown,unknown,South Korea,0
5b2925c4115ae077e3520830b821189ea292873e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,House price and price-zone prediction framework with chatbot; title only,unknown,unknown,Indonesia,1
ac4ab6e708ce7260a85be06dd8caf411c17b95f9,exclude,E2_no_characteristics,Price evolutions of French sub-markets; aggregate,unknown,unknown,France,0
c52ec0d2d3e4326743f17f4732cadbe804e12452,include,ELIGIBLE_HEDONIC,Anticipated capitalization of Santiago metro into housing prices; known hedonic,condo_apartment,transaction,Chile,0
27a46e9bfff4c6abfd04f61c9cc5346f386785b6,exclude,E8_not_housing_market,Featured graphic on school access,unknown,unknown,United Kingdom,0
62f2f0cfd57683ec1543970a1d07b515988358aa,unclear,UNCLEAR_no_abstract,Attributes of sold homes in two inner-city neighbourhoods; design unknown,single_family,transaction,Canada,0
ca00e2f7b4ae0ec78bef7df6906587c6b1f4ff0c,unclear,UNCLEAR_no_abstract,Python vs JMP scripts on housing price regression; data unknown,unknown,unknown,United States,0
00aa0c2b8747a62ceaafa8bfb7c9cfe88f68fba3,include,ELIGIBLE_HEDONIC,Hedonic index for flats and terraced houses Finland; title clear,mixed,transaction,Finland,0
9d56372e8d98e104cc9870182b688c13914ac685,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Regression techniques compared with cross-validated R2,unknown,unknown,India,1
doi_10_1061__asce_0733_9488_1999_125_1_55_,include,ELIGIBLE_HEDONIC,Analytical rent model vs neural network for house rental levels; title clear,rental,rent,India,1
11a42a7041dd072af502d2f5447e2e4876a0bffd,exclude,E3_theory_method_only,Policy analysis of green premiums in rent regulation,rental,rent,Germany,0
a812ae7903db53458b6a6770ab798efffe9f0b70,include,ELIGIBLE_HEDONIC,Public amenities and house prices in Greek islands; title clear,unknown,listing,Greece,0
581195405bf37ba6e1c94668e2456e9822faafd8,include,ELIGIBLE_HEDONIC,ML and econometric assessment of dumpsite proximity on rents; title clear,rental,rent,unknown,1
dd86149e74ddbdb565232bf65020c9f1acc0b54a,include,ELIGIBLE_HEDONIC,Determinants of rents in French private rental sector; title clear,rental,rent,France,0
613bb548ec32e59ff97057cc62a9f793acba62fd,include,ELIGIBLE_HEDONIC,Urban and natural amenities on second home prices; title clear,single_family,transaction,Sweden,0
61f3be3ac1097e97c06dd8fc0da58b70f2bc40cc,include,ELIGIBLE_HEDONIC,Station attributes on Seoul housing prices; title clear,condo_apartment,transaction,South Korea,0
5e973805983f52df2f7abc1402bcb00a24f89bb3,exclude,E2_no_characteristics,Metropolitan city panel of consumption and SOC on housing prices,unknown,unknown,South Korea,0
c653c6384ea88a44bed6ee65ba75bf0384d146e7,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Geographical generalisation of ML house price regression; title clear,unknown,unknown,United Kingdom,1
6b4f541caa0b5974948e7e5e6ec37aedd224b479,unclear,UNCLEAR_no_abstract,LASSO/ridge factors of Hefei housing prices; data level unknown,unknown,unknown,China,0
c44e35d2a3cc668e4f694b81448d6d26ab564897,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price prediction; title only,unknown,unknown,India,1
709f6f7e84bea6cad730a5d3e5f4458d3308b52f,unclear,UNCLEAR_no_abstract,PLS regression of commodity housing price; data level unknown,unknown,unknown,China,0
beade792d1a98d9b4d97a7dd3c2dcb463ec2509d,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML assessment of real house price; title only,unknown,unknown,India,1
700d36012270dbeae3c14f6a53db2c23dedeb41a,include,ELIGIBLE_HEDONIC,Shopping mall attributes and social media on Shanghai residential prices; title clear,condo_apartment,listing,China,0
ed13100093d1e46e147a7080460517946ac465af,unclear,UNCLEAR_no_abstract,ANN forecasting of housing prices; unit vs aggregate unknown,unknown,unknown,Turkey,1
dbc2167e7e54e6a92a33b89ebcf13d42f389117e,exclude,E2_no_characteristics,ML forecasting of US real housing returns with climate risks,unknown,unknown,United States,1
694b8ff13bb200164e3aa835dc8c036aedca7a99,exclude,E2_no_characteristics,Municipal-level determinants of Portuguese housing prices,unknown,unknown,Portugal,0
7e2862e10e9483d76eea88d53849c36600d4d5cc,include,ELIGIBLE_HEDONIC,GWR and tree-based housing price gradients Seoul metropolitan area,condo_apartment,transaction,South Korea,1
48fe142597e1e95bb862d52f7402f47d07607407,include,ELIGIBLE_HEDONIC,CBD proximity effect on Bucharest housing prices; title clear,condo_apartment,listing,Romania,0
72d14d46adb2b6cca99a2e09a1bf07a1842c6d4f,unclear,UNCLEAR_no_abstract,Spatial panel housing price prediction Korea; regional panel likely,unknown,unknown,South Korea,0
baa7e49f00a98b4f9127b7bfab6df0234a98601f,include,ELIGIBLE_HEDONIC,Capitalization of public goods in Zhengzhou house prices with spatial heterogeneity,condo_apartment,listing,China,0
b272bc0afd0d6ad1e6ba910be8ecf1b438d0f997,unclear,UNCLEAR_no_abstract,Spatial econometric model of Beijing housing prices; data level unknown,unknown,unknown,China,0
43db59c255b6815c44541c5fa334e6dfd62cffab,exclude,E2_no_characteristics,Nowcasting price indices with MIDAS,unknown,unknown,Poland,0
42319d65a54991a13578f82bb92daf6ba3940daf,include,ELIGIBLE_HEDONIC,Public transport proximity on Bucharest residential values; title clear,condo_apartment,listing,Romania,0
c39dd07aae77bd11a2176291e209c989ea85ee55,include,ELIGIBLE_HEDONIC,Urban renewal spatial effects on Nanjing neighbourhood housing prices,condo_apartment,listing,China,0
9beafa6308c63566243aa947e4908a83952cc320,unclear,UNCLEAR_no_abstract,Spatial econometrics of Guangdong house prices; city-level likely,unknown,unknown,China,0
059849a9595ee14ed145e6ac3f6b193ab874bdfe,include,ELIGIBLE_HEDONIC,Building age and spatial autocorrelation in housing prices; title clear,condo_apartment,transaction,Hong Kong,0
546d2806dd7a1be9c8f72a0e51edeaf9e59fab5a,include,ELIGIBLE_HEDONIC,Determinants and forecasts of Jeonbuk apartment prices,condo_apartment,transaction,South Korea,0
599145ce04ff673c626c1591f97036cf7ed24689,include,ELIGIBLE_HEDONIC,POI-based factors of Chengdu housing price differentiation,condo_apartment,listing,China,0
56867888762c2189d8b647d668e2497665fa9211,exclude,E2_no_characteristics,281-city capitalization of public services; aggregate,unknown,unknown,China,0
57874d59666a6ca0c32d32dd0110005216e04344,include,ELIGIBLE_ML_PREDICTIVE_ONLY,XGBoost with RF house price prediction; title only,unknown,unknown,India,1
3ba6cf1bc1886f1dff53cfa2287537ccca8e624b,include,ELIGIBLE_HEDONIC,English house price data with spatial dependence; title clear,unknown,transaction,United Kingdom,0
3d81da232b1ab1fef90241f7ad6ca7b2ce21eba9,include,ELIGIBLE_HEDONIC,Distribution and determinants of Chongqing housing prices,condo_apartment,listing,China,0
24d668bf44a16a357d92a9d091c726e3069fa2d3,include,ELIGIBLE_HEDONIC,GWR and kriging house price prediction; title clear,unknown,unknown,Russia,0
51e9fdbb63d3da2ef77dc8b5fb7c69f296b77f46,exclude,E2_no_characteristics,"Demographics, planning and monetarization on French house prices; aggregate",unknown,unknown,France,0
2dff1bea50f2d99c79992fa392afb781fea68824,include,ELIGIBLE_HEDONIC,Spatial econometric determinants of Seoul apartment rents,rental,rent,South Korea,0
cd23d14ced11ec6963003d0c3964f936f8ca5104,include,ELIGIBLE_HEDONIC,Determinants of standard official housing price Seoul; assessed values,single_family,appraisal,South Korea,0
947ac0410b42b38c95d5757dcc414dabbd804c81,unclear,UNCLEAR_no_abstract,Nonparametric regression house price forecast; data unknown,unknown,unknown,China,0
cb3624e149a1715fdd002911814ec1d7028b48e4,include,ELIGIBLE_HEDONIC,Distance to coastal space on Incheon housing prices; title clear,condo_apartment,transaction,South Korea,0
d1955fc6989745c66031791e7d882bef45d56784,exclude,E2_no_characteristics,Municipal-level STR and housing prices France,unknown,unknown,France,0
c49b3dbdfe0fb3be46d27f6b4e389aac3ceb4901,include,ELIGIBLE_HEDONIC,Housing price determinants in redevelopment area; title clear,condo_apartment,transaction,South Korea,0
c686a1fcd40c5e48dd8545bcfe2e7e863e223d74,exclude,E1_no_residential_price,Choice model of apartment maintenance demand; no price outcome,condo_apartment,unknown,South Korea,0
db4b323e4388d593ae6f47cf83203a61a6b058a5,exclude,E2_no_characteristics,Spatial distribution of real estate tax impacts on prices; aggregate,unknown,unknown,China,0
d5398ebb21c08c2181e594fd3d849dfc54f73391,unclear,UNCLEAR_no_abstract,Spatial-temporal variation of Beijing residential prices; design unknown,unknown,unknown,China,0
d3057570b4423eb398e5f2c51de36f619b2051ab,exclude,E2_no_characteristics,Inter-urban housing price determinants Turkey,unknown,unknown,Turkey,0
d420268453d3cbe9917262e14afaaa4accf3a7ff,exclude,E3_theory_method_only,Tutorial on regularized regression with Kaggle data,unknown,unknown,unknown,1
d8e9cd95db70ab98a13283330711f4a0d04616d6,exclude,E2_no_characteristics,Panel VAR of Seoul housing prices,unknown,unknown,South Korea,0
99d9963d6c4294ddb5396a23121be92c7345ca00,unclear,UNCLEAR_no_abstract,Stepwise regression of Beijing vs Harbin commercial housing prices; data level unknown,unknown,unknown,China,0
1e029313cdd3243ab89cea94636164ac43d4b257,include,ELIGIBLE_ML_PREDICTIVE_ONLY,CNN vision-based house price estimation; title only,unknown,unknown,India,1
009f3e75cb2ceb764a21a798d89702840c03fec9,exclude,E2_no_characteristics,ML prediction of house price indices,unknown,unknown,Germany,1
7550d7ba89b985b2b39c6b27b73c62c6e26ec32f,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Lasso vs polynomial regression feature impact on house prices; title only,unknown,unknown,India,1
76f5a7ef14702b2e333ffa2278732fcef815ebcd,include,ELIGIBLE_HEDONIC,Spatial characteristics and influencing mechanism of Chongqing housing prices,condo_apartment,listing,China,0
6fb45a9ff50fa09de1a593122d0997eaa66cbc81,unclear,UNCLEAR_no_abstract,Overview of ML house price methods with R application; review vs empirical unclear,unknown,unknown,unknown,1
7b071895cc806dc50e0a2ac12361e1edccb4d30e,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Determining house price using regression; title only,unknown,unknown,India,1
ac58a9aa7c116a06b40a1d3f58b2af3467d7db59,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML forecasting of Mumbai residential prices; title clear,condo_apartment,listing,India,1
97c34145109223f193aa5a24a8bc139c90d2a128,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML house price and renovation prediction; title only,unknown,unknown,India,1
679f855f7434eb89a11299e1dc7164f104e998c3,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Deep belief network vs RF house price prediction; title only,unknown,unknown,India,1
3349beaa77a122ef206926764af55fc428deee28,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Explainable ML (SHAP) of housing price formation Chengdu High-Tech Zone,condo_apartment,listing,China,1
7a63114e45c19f9ddb619d57022a27ff38405c50,include,ELIGIBLE_HEDONIC,Railway line attributes on Seoul apartment prices; title clear,condo_apartment,transaction,South Korea,0
7935fa9bf891b0920519316d57ab68ff41882152,exclude,E8_not_housing_market,Household consumption expenditure by housing price change,unknown,unknown,South Korea,0
7bf61f840c21fcab3e49b8fcce5153c45960ba9f,exclude,E2_no_characteristics,City-level amenities and housing price growth,unknown,unknown,United States,0
2788a8d968fdaa9dd1e3810ded0c93293bcea2c0,include,ELIGIBLE_ML_PREDICTIVE_ONLY,ML housing price prediction Korea; title only,condo_apartment,transaction,South Korea,1
2d86170814c2a141ae7c0ea918ed08fe8b7ac6e1,exclude,E2_no_characteristics,Dynamic factor model forecasting of prices and rents,unknown,unknown,Netherlands,1
61ab71967d3cb90e765c1b69e4c0d4e71f258085,unclear,UNCLEAR_no_abstract,"ML, ARIMA and ANN housing price prediction; unit vs time series unknown",unknown,unknown,India,1
572a109e217196301894dbcba22974293db8cdad,include,ELIGIBLE_ML_PREDICTIVE_ONLY,GA-optimised BP network house price prediction; title only,unknown,unknown,China,1
5182af40957682dc47575a45fed4e9cb4d623377,exclude,E2_no_characteristics,DSGE vs ML forecasting of Korean housing prices,unknown,unknown,South Korea,1
f0c3ad26f55f1996137dcedfbbe778964f6e194a,exclude,E2_no_characteristics,Panel data determinants Germany and Sweden,unknown,unknown,Germany,0
870a300f936a9ca994d90b12185abed776904b47,exclude,E2_no_characteristics,Panel regression for 7 metropolitan cities,unknown,unknown,South Korea,0
e78632e0b0989b741040b49c199b7db131ff956d,include,ELIGIBLE_HEDONIC,Determinants of listing prices in Italian market; title clear,condo_apartment,listing,Italy,0
e6fcb848a876b58bc818572a9fa0790d6e3a3940,include,ELIGIBLE_ML_PREDICTIVE_ONLY,XAI nonlinear distance decay of amenities in housing prices Hong Kong,condo_apartment,transaction,Hong Kong,1
860f7c773228044bd121dd7375b8b6c24f97aa21,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Decision tree vs polynomial regression house price; title only,unknown,unknown,India,1
f5053584cc181abf44c98f1e5adda60c55735f14,exclude,E2_no_characteristics,Long-run determinants of Korean apartment price index,condo_apartment,unknown,South Korea,0
18ee6023e73e19baf97f8305f30f6f2e806f5503,unclear,UNCLEAR_no_abstract,Spatial spillover of Hong Kong housing prices; unit level unknown,unknown,unknown,Hong Kong,0
ace0c9fd9b86b90269f9eb81e7d56b54d9e296ee,include,ELIGIBLE_HEDONIC,Apartment complex characteristics on housing value Daegu; title clear,condo_apartment,transaction,South Korea,0
5af5254946fa6fd330a2e28a31920cec8c38dc44,unclear,UNCLEAR_no_abstract,Residential hedonic model improvement in macro aspect; design unknown,unknown,unknown,China,0
3db13f9e1270905cc117dfa89f4959bfb403027c,exclude,E8_not_housing_market,Household consumption expenditure regression,unknown,unknown,South Korea,0
3fd72ce84179a8e5a85cef8e487a98f7efaa4811,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Forecasting house price using regression model; title only,unknown,unknown,India,1
3ae9ee70d434a26153b894ae057b604c99e014b1,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Ensemble regression forecasting of residential prices; title only,unknown,unknown,India,1
ed3434d792d9465e0c8695d6fb35a87d4f5d5c75,include,ELIGIBLE_HEDONIC,Hedonic value of public housing parking lot Hanam; title clear,condo_apartment,transaction,South Korea,0
0ea3472086b77ecbffd3ff44e753ad4dfa356369,include,ELIGIBLE_HEDONIC,Cash and distressed sale discounts with spatial sample selection; title clear,single_family,transaction,United States,0
301d475e67f5f2177460ddaf8c327e1a63273df6,include,ELIGIBLE_HEDONIC,Enclosed fresh food market proximity on Hong Kong housing prices,condo_apartment,transaction,Hong Kong,0
30244e109cd2d83f685be6613c68952e95014dc5,exclude,E2_no_characteristics,Intercity house price differences Shaanxi,unknown,unknown,China,0
2ba59ec9ca1aa1cac0fb071abc3dffca0828f1c6,exclude,E3_theory_method_only,Stochastic differential game model,unknown,unknown,unknown,0
bb096e7f73d980ba8abc8d084d0ddf515236b708,include,ELIGIBLE_HEDONIC,Housing hedonic model with kernel PCA; title clear,unknown,unknown,China,0
2d3d6c497876dfd9b8966e3f062a4b5ebbf8f65d,include,ELIGIBLE_HEDONIC,Determinants of single-detached sale prices Guro-gu Seoul; title clear,single_family,transaction,South Korea,0
doi_10_1609_aies_v9i4_43303,exclude,E8_not_housing_market,LLM racial steering in housing search,unknown,unknown,United States,1
doi_10_1111_2041_210x_70140,exclude,E8_not_housing_market,Biodiversity specimen imaging,unknown,unknown,unknown,1
doi_10_1007_978_3_030_67661_2_10,exclude,E8_not_housing_market,Knowledge elicitation deep metric learning,unknown,unknown,unknown,1
doi_10_1016_j_promfg_2020_05_141,exclude,E8_not_housing_market,Factory floor computer vision,unknown,unknown,unknown,1
doi_10_1016_j_future_2016_12_033,exclude,E8_not_housing_market,IoT people detection,unknown,unknown,unknown,1
doi_10_1016_j_iswa_2023_200176,exclude,E8_not_housing_market,Propensity-to-pay prediction,unknown,unknown,unknown,1
doi_10_1145_3570991_3571060,exclude,E1_no_residential_price,Automatic digital tours; no price model,unknown,unknown,India,1
doi_10_1016_j_spasta_2020_100470,include,ELIGIBLE_HEDONIC,Spatially varying coefficient model applied to real estate prices,condo_apartment,transaction,Switzerland,0
doi_10_1109_tmm_2017_2710804,include,ELIGIBLE_ML_PREDICTIVE_ONLY,Image-based deep learning appraisal of real estate,single_family,listing,United States,1
doi_10_1177_0739456x16664789,exclude,E5_not_empirical_regression,Descriptive analysis of 11M Craigslist rental listings; no hedonic regression,rental,rent,United States,0
doi_10_1109_ieem_2017_8290312,exclude,E1_no_residential_price,Feature selection on real estate BBS reviews,condo_apartment,unknown,Japan,1
69da03c28aaa1e7d33a4ef729574d5b49121b468,exclude,E8_not_housing_market,Hedonic quantile regression of fine wine prices,unknown,unknown,France,0
48704da357bdacd42ead54c7c242998536f513ad,exclude,E8_not_housing_market,Hedonic regression of rare book prices,unknown,unknown,United States,0
fec340f80e723608a04e960494b35dfe4a69444b,exclude,E8_not_housing_market,Hedonic wage vs discrete choice for job safety,unknown,unknown,unknown,0
e4dbe798deeb7bb12347946d35d27dcf26003dd7,unclear,UNCLEAR_other,Rosen-Roback QOL from housing transactions; characteristic coefficients may be reported,mixed,transaction,South Korea,0
e2cefa2df09279ce534acb1e9e0f5991e38a2e5f,include,ELIGIBLE_HEDONIC,Rosen-Roback climate valuation with hedonic housing price regression,mixed,unknown,United States,0
bd2ebef2106505c66eee42290c5014da8679a71f,exclude,E1_no_residential_price,Farmland prices and soil quality,unknown,unknown,India,0
e800891d7597db8e13065ac16fe182a4a38d6c38,unclear,UNCLEAR_other,Public lands in urban QOL; hedonic housing regression likely but secondary,mixed,unknown,United States,0