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city_index
int64 0
4
| bedrooms
int64 1
5
| bathrooms
int64 1
4
| sqft
float64 400
4.29k
| lot_size
float64 800
13k
| year_built
int64 1.95k
2.02k
| distance_to_center
float64 0.1
25.5
| school_rating
float64 1
10
| crime_rate
float64 5
105
| hoa_fee
int64 0
500
| price
float64 294k
2.02M
|
|---|---|---|---|---|---|---|---|---|---|---|
0
| 1
| 2
| 1,790.532648
| 5,040.262683
| 1,984
| 8.915195
| 6.01553
| 38.976337
| 100
| 681,894.423013
|
3
| 1
| 1
| 1,070.847921
| 4,903.369554
| 2,020
| 4.072055
| 5.81362
| 43.809815
| 0
| 784,123.932798
|
3
| 4
| 3
| 1,698.109778
| 4,535.351578
| 1,961
| 4.37884
| 3.665797
| 24.856335
| 200
| 977,943.72037
|
2
| 4
| 3
| 1,237.794943
| 2,603.420686
| 1,968
| 13.032852
| 6.987031
| 26.516467
| 100
| 1,115,974.365357
|
2
| 4
| 2
| 1,633.557849
| 7,996.628975
| 1,986
| 2.010885
| 7.767718
| 54.793759
| 100
| 1,238,674.289801
|
4
| 5
| 4
| 400
| 4,092.906998
| 1,980
| 3.514865
| 7.485333
| 37.811042
| 50
| 593,978.720508
|
0
| 3
| 3
| 1,123.198075
| 8,565.195306
| 1,975
| 5.779065
| 6.549131
| 48.946619
| 50
| 476,623.340039
|
3
| 5
| 1
| 2,678.355843
| 5,031.858413
| 2,007
| 5.744431
| 7.913239
| 58.360624
| 50
| 1,180,893.849441
|
1
| 4
| 4
| 2,298.238649
| 6,621.072327
| 1,986
| 1.779916
| 4.796981
| 52.686146
| 200
| 1,072,126.223637
|
0
| 2
| 1
| 2,591.423602
| 6,394.274107
| 1,976
| 4.315514
| 9.227422
| 19.453182
| 100
| 830,032.735952
|
2
| 5
| 3
| 2,632.632762
| 2,939.313149
| 1,985
| 4.399198
| 5.341877
| 38.252518
| 200
| 1,544,822.887477
|
4
| 1
| 2
| 2,203.792454
| 5,918.007304
| 2,015
| 3.197188
| 5.508489
| 55.612472
| 0
| 857,510.998344
|
3
| 3
| 3
| 1,528.278789
| 9,820.832361
| 2,022
| 2.17747
| 5.637176
| 47.841183
| 200
| 998,597.55198
|
3
| 5
| 4
| 1,177.649432
| 5,629.030633
| 1,967
| 2.491112
| 5.52778
| 42.759119
| 0
| 953,995.25138
|
3
| 4
| 3
| 2,488.046763
| 7,253.191849
| 1,952
| 1.991661
| 6.210914
| 15.406748
| 0
| 1,300,774.525612
|
3
| 5
| 3
| 1,838.740785
| 6,733.179611
| 1,952
| 2.197028
| 6.152833
| 30.752215
| 0
| 1,184,404.03335
|
2
| 1
| 4
| 3,296.41369
| 5,767.624146
| 1,982
| 4.951761
| 6.69446
| 41.039908
| 200
| 1,798,323.439321
|
0
| 3
| 3
| 1,580.941214
| 5,466.196794
| 1,996
| 12.59871
| 5.271954
| 18.611515
| 100
| 601,766.619813
|
4
| 4
| 4
| 2,983.737513
| 6,368.288898
| 1,953
| 5.796207
| 6.749907
| 51.904536
| 200
| 1,109,653.198794
|
2
| 4
| 2
| 1,705.924926
| 6,908.206366
| 1,987
| 5.857182
| 4.864359
| 38.235914
| 100
| 1,307,127.653354
|
2
| 5
| 1
| 2,601.629158
| 1,619.589857
| 1,979
| 4.247573
| 7.598712
| 10.305228
| 200
| 1,532,966.32031
|
1
| 3
| 1
| 2,818.015042
| 5,618.257223
| 2,019
| 7.301948
| 7.580105
| 31.500834
| 100
| 1,130,470.120356
|
0
| 4
| 3
| 1,186.230043
| 4,539.805298
| 1,994
| 10.154603
| 6.49132
| 35.705111
| 100
| 528,024.240588
|
4
| 3
| 3
| 1,509.001153
| 4,021.182891
| 1,981
| 2.73945
| 5.525454
| 38.051894
| 0
| 748,089.597348
|
3
| 5
| 1
| 1,180.212465
| 8,239.910948
| 1,993
| 1.466685
| 6.9667
| 61.294318
| 100
| 923,306.353868
|
3
| 1
| 1
| 1,062.033307
| 3,167.13438
| 1,960
| 5.717332
| 5.168529
| 48.676905
| 100
| 766,090.694843
|
2
| 2
| 4
| 2,200.24011
| 1,513.077349
| 1,985
| 3.435917
| 6.55181
| 19.518156
| 0
| 1,526,173.704877
|
4
| 1
| 3
| 1,682.022978
| 6,989.290563
| 1,974
| 3.439471
| 6.272277
| 17.657375
| 0
| 803,461.089163
|
2
| 4
| 4
| 1,831.419794
| 1,449.015359
| 1,963
| 0.667104
| 10
| 35.997752
| 0
| 1,470,630.473916
|
2
| 2
| 1
| 2,133.743481
| 800
| 1,979
| 1.875085
| 4.659421
| 41.893154
| 0
| 1,342,128.461251
|
2
| 2
| 1
| 685.5679
| 7,270.669225
| 1,997
| 3.648514
| 2.499035
| 54.885767
| 100
| 821,942.572224
|
1
| 5
| 2
| 2,572.059602
| 5,396.805626
| 1,993
| 3.622069
| 5.543629
| 65.9484
| 50
| 1,195,459.171122
|
0
| 2
| 4
| 1,590.543502
| 6,181.799068
| 2,021
| 3.735847
| 3.926703
| 66.763338
| 300
| 661,115.49676
|
2
| 1
| 3
| 2,119.440784
| 3,893.931063
| 1,970
| 3.758181
| 5.409958
| 33.364749
| 50
| 1,361,227.843095
|
4
| 1
| 4
| 2,172.427704
| 1,538.984671
| 2,001
| 6.358116
| 4.553594
| 54.01827
| 100
| 850,169.026247
|
0
| 2
| 2
| 2,622.477936
| 2,035.531966
| 1,990
| 1.303947
| 5.143249
| 46.38443
| 100
| 868,807.047502
|
4
| 5
| 2
| 1,737.085567
| 4,319.527751
| 2,014
| 5.689296
| 4.902636
| 23.638202
| 100
| 829,023.308393
|
4
| 3
| 3
| 525.817525
| 1,818.992855
| 2,017
| 3.575424
| 7.944427
| 11.681578
| 0
| 580,705.51991
|
1
| 5
| 4
| 1,834.276568
| 5,767.632268
| 2,002
| 6.102267
| 6.427206
| 42.161622
| 50
| 1,071,870.926759
|
3
| 2
| 2
| 1,920.424115
| 3,843.855155
| 1,981
| 9.85717
| 8.113179
| 17.572465
| 0
| 1,109,146.428688
|
0
| 2
| 3
| 1,179.443485
| 5,462.590118
| 1,989
| 4.200856
| 6.560722
| 27.228108
| 100
| 593,494.716457
|
3
| 1
| 4
| 1,888.494393
| 5,387.870321
| 1,998
| 2.802863
| 7.892885
| 29.727508
| 0
| 1,138,928.594255
|
3
| 2
| 2
| 1,583.388939
| 5,966.998886
| 2,009
| 4.051479
| 6.046782
| 43.28127
| 50
| 1,006,539.40999
|
1
| 3
| 4
| 994.34763
| 6,248.706318
| 1,966
| 3.693279
| 8.891828
| 59.209318
| 300
| 769,341.014181
|
0
| 5
| 3
| 2,202.890937
| 4,140.248523
| 2,014
| 8.184525
| 7.206452
| 40.191152
| 100
| 851,740.264391
|
4
| 2
| 4
| 1,461.764909
| 5,459.923167
| 2,009
| 16.577168
| 5.330268
| 31.916762
| 0
| 721,256.746711
|
2
| 4
| 2
| 1,556.172471
| 5,590.020321
| 1,956
| 13.314094
| 7.428724
| 8.972996
| 50
| 1,162,519.569395
|
4
| 4
| 3
| 1,522.452692
| 800
| 1,969
| 0.949976
| 6.540648
| 46.875603
| 100
| 835,346.446347
|
3
| 2
| 2
| 2,541.287158
| 6,616.314365
| 1,967
| 3.550112
| 6.196238
| 40.428423
| 200
| 1,202,993.591626
|
3
| 5
| 3
| 1,775.450303
| 5,374.855491
| 1,992
| 6.06859
| 6.644032
| 31.754696
| 200
| 1,131,553.182867
|
3
| 3
| 2
| 1,847.459892
| 6,410.122163
| 1,965
| 5.98554
| 7.626875
| 57.491376
| 0
| 1,010,433.014135
|
0
| 1
| 3
| 1,535.618307
| 1,782.891011
| 1,972
| 4.875825
| 3.323731
| 22.137941
| 300
| 528,246.639646
|
1
| 5
| 4
| 2,077.720093
| 4,210.567062
| 1,963
| 5.573715
| 5.973589
| 29.726781
| 0
| 1,112,816.153532
|
2
| 5
| 2
| 2,609.590829
| 2,271.176359
| 1,954
| 6.130608
| 7.524006
| 36.324583
| 0
| 1,539,941.342831
|
2
| 1
| 2
| 2,188.71649
| 6,861.503441
| 1,983
| 2.303213
| 6.872341
| 31.567249
| 0
| 1,351,889.353769
|
0
| 5
| 2
| 2,212.120177
| 1,487.208645
| 1,973
| 7.087029
| 4.810429
| 48.261316
| 0
| 733,116.081941
|
2
| 5
| 3
| 2,163.738124
| 2,678.363045
| 1,987
| 6.107469
| 2.948356
| 46.958707
| 50
| 1,352,133.646102
|
0
| 5
| 3
| 971.854414
| 6,335.785321
| 1,965
| 2.402665
| 9.05139
| 55.76455
| 0
| 600,034.03823
|
3
| 2
| 3
| 1,274.328701
| 3,426.563669
| 1,971
| 2.586597
| 6.219377
| 47.534806
| 0
| 922,623.596423
|
3
| 4
| 1
| 1,677.007564
| 2,679.023358
| 2,016
| 4.011614
| 8.771074
| 38.269396
| 0
| 1,032,724.813675
|
4
| 3
| 1
| 1,364.481575
| 7,266.798574
| 2,009
| 2.784067
| 7.692444
| 34.902732
| 300
| 792,905.975446
|
3
| 4
| 1
| 1,161.277785
| 7,369.279391
| 1,969
| 9.789066
| 5.30958
| 46.829165
| 200
| 833,624.117949
|
1
| 4
| 4
| 676.694555
| 6,805.177981
| 1,961
| 4.814131
| 2.747849
| 37.145408
| 100
| 698,022.836536
|
4
| 4
| 4
| 992.082472
| 7,121.774185
| 2,022
| 7.479751
| 5.806776
| 40.708409
| 200
| 611,104.08766
|
2
| 3
| 1
| 1,646.084666
| 4,421.051803
| 2,000
| 4.151823
| 6.444136
| 47.645249
| 100
| 1,261,667.643492
|
1
| 4
| 1
| 1,758.34418
| 4,488.517563
| 1,986
| 2.998163
| 7.17599
| 42.078338
| 0
| 922,632.96754
|
4
| 3
| 4
| 1,324.167734
| 3,379.796804
| 2,001
| 5.334558
| 4.833682
| 44.628928
| 300
| 801,075.548498
|
1
| 1
| 3
| 1,847.355128
| 5,419.322919
| 1,966
| 4.989346
| 6.76701
| 28.136175
| 50
| 888,822.844476
|
0
| 1
| 2
| 1,539.699815
| 3,680.254182
| 1,981
| 12.317972
| 6.766463
| 60.245584
| 50
| 549,760.126566
|
2
| 5
| 3
| 2,454.344152
| 3,917.334485
| 1,978
| 3.817336
| 7.97893
| 23.399907
| 300
| 1,605,744.139091
|
3
| 5
| 1
| 1,703.024542
| 6,499.751085
| 2,003
| 6.195251
| 6.039789
| 46.587966
| 0
| 970,045.800456
|
0
| 3
| 1
| 2,217.798529
| 7,961.348114
| 1,963
| 2.013517
| 7.164139
| 32.71239
| 0
| 705,463.077315
|
2
| 1
| 2
| 1,921.928257
| 5,995.650636
| 1,986
| 2.542838
| 6.932655
| 56.235191
| 200
| 1,160,624.965206
|
0
| 4
| 4
| 958.757376
| 9,485.789663
| 2,011
| 4.694943
| 7.81338
| 53.256113
| 50
| 753,885.304412
|
3
| 1
| 4
| 1,745.605095
| 3,236.21107
| 1,964
| 2.266062
| 5.270134
| 39.969253
| 50
| 941,857.109873
|
2
| 2
| 1
| 1,058.62554
| 800
| 1,958
| 7.038053
| 1.893716
| 63.320806
| 300
| 762,658.464117
|
1
| 2
| 3
| 1,735.127497
| 6,786.569724
| 2,010
| 6.371092
| 6.144705
| 37.189012
| 300
| 941,835.385461
|
1
| 1
| 4
| 1,352.92151
| 3,070.416118
| 2,014
| 2.896829
| 6.153551
| 53.225378
| 300
| 787,189.453588
|
2
| 5
| 4
| 2,029.17782
| 4,315.769396
| 1,981
| 4.014285
| 4.763722
| 29.106537
| 0
| 1,399,523.09022
|
3
| 3
| 4
| 994.587398
| 800
| 1,953
| 9.634527
| 4.237909
| 46.074607
| 200
| 643,634.990503
|
4
| 2
| 1
| 1,808.821095
| 2,751.974382
| 1,990
| 5.346246
| 5.637949
| 26.013095
| 100
| 775,804.010455
|
2
| 3
| 1
| 2,143.44935
| 1,244.431459
| 1,972
| 16.785389
| 6.327684
| 40.292069
| 100
| 1,233,857.228542
|
0
| 1
| 1
| 2,344.557342
| 3,914.241841
| 1,993
| 4.016827
| 6.643142
| 39.228818
| 0
| 795,633.601508
|
4
| 3
| 1
| 1,341.499345
| 4,013.621265
| 1,960
| 4.348659
| 3.072042
| 53.178382
| 100
| 599,582.348883
|
3
| 3
| 1
| 1,810.650583
| 5,224.901029
| 2,009
| 4.695146
| 3.86969
| 29.938751
| 0
| 1,004,862.769596
|
3
| 2
| 2
| 1,910.488184
| 8,099.307411
| 2,000
| 1.22127
| 8.194333
| 86.100255
| 300
| 1,040,702.908266
|
0
| 5
| 3
| 2,728.275768
| 6,692.265662
| 1,997
| 4.210015
| 6.215588
| 19.268699
| 100
| 948,183.898999
|
1
| 2
| 2
| 911.201964
| 944.575909
| 1,987
| 4.10911
| 6.49635
| 43.494238
| 100
| 651,609.135836
|
3
| 1
| 2
| 1,253.338473
| 6,520.038589
| 1,966
| 7.453013
| 4.500115
| 44.31686
| 0
| 739,972.240818
|
4
| 3
| 1
| 3,482.677496
| 5,279.386744
| 2,019
| 9.879405
| 6.493394
| 48.071408
| 50
| 1,099,468.672219
|
2
| 5
| 1
| 1,636.14163
| 4,755.43392
| 1,969
| 3.777239
| 5.936494
| 32.26911
| 50
| 1,297,104.700193
|
4
| 2
| 4
| 665.403714
| 4,943.251175
| 1,977
| 0.726792
| 5.572202
| 43.626557
| 200
| 593,946.414794
|
4
| 1
| 3
| 1,450.469914
| 5,511.38107
| 2,018
| 5.192316
| 4.307249
| 31.533276
| 100
| 622,598.02008
|
1
| 5
| 1
| 400
| 3,270.283022
| 1,953
| 2.244828
| 5.197269
| 68.097104
| 0
| 567,865.965942
|
4
| 3
| 4
| 1,944.552427
| 4,544.122856
| 1,959
| 5.502004
| 9.458026
| 30.473387
| 50
| 862,005.842981
|
1
| 1
| 4
| 2,285.870856
| 7,959.84781
| 2,006
| 5.407319
| 5.975794
| 37.779688
| 0
| 1,069,880.053043
|
1
| 4
| 4
| 1,253.002574
| 3,240.235539
| 1,977
| 2.734757
| 7.684429
| 30.049995
| 50
| 888,674.398002
|
3
| 2
| 1
| 1,517.565647
| 2,425.28006
| 1,992
| 5.221498
| 6.205403
| 27.996028
| 50
| 975,202.778249
|
3
| 5
| 3
| 2,354.192493
| 4,845.73163
| 1,992
| 1.412239
| 6.031826
| 18.983701
| 0
| 1,286,813.597847
|
0
| 2
| 4
| 749.870721
| 2,173.583858
| 2,011
| 5.728823
| 5.545996
| 50.081
| 0
| 554,296.850805
|
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