_id
stringlengths 1
3
| realSum
float64 166
8.13k
| room_type
stringclasses 3
values | room_shared
bool 2
classes | room_private
bool 2
classes | person_capacity
float64 2
6
| host_is_superhost
bool 2
classes | multi
int64 0
1
| biz
int64 0
1
| cleanliness_rating
float64 2
10
| guest_satisfaction_overall
float64 20
100
| bedrooms
int64 0
5
| dist
float64 0.02
11.2
| metro_dist
float64 0.04
4.41
| attr_index
float64 40.9
1.89k
| attr_index_norm
float64 2.16
100
| rest_index
float64 50.8
1.15k
| rest_index_norm
float64 4.43
100
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0
| 319.640053
|
Private room
| false
| true
| 2
| false
| 0
| 1
| 9
| 88
| 1
| 4.76336
| 0.852117
| 110.906123
| 5.871971
| 136.982208
| 11.94156
|
1
| 347.995219
|
Private room
| false
| true
| 2
| false
| 0
| 1
| 9
| 87
| 1
| 5.74831
| 3.651591
| 75.275937
| 3.985516
| 95.386468
| 8.31541
|
2
| 482.975183
|
Private room
| false
| true
| 4
| false
| 0
| 1
| 9
| 90
| 2
| 0.384872
| 0.439852
| 493.272517
| 26.116521
| 875.114817
| 76.289005
|
3
| 485.552926
|
Private room
| false
| true
| 2
| true
| 0
| 0
| 10
| 98
| 1
| 0.544723
| 0.318688
| 552.849514
| 29.27085
| 815.303994
| 71.074937
|
4
| 2,771.541724
|
Entire home/apt
| false
| false
| 4
| true
| 0
| 0
| 10
| 100
| 3
| 1.686798
| 1.458399
| 208.809162
| 11.055489
| 272.315202
| 23.739349
|
5
| 1,001.80442
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 9
| 96
| 2
| 3.719139
| 1.196104
| 106.226538
| 5.624209
| 133.8763
| 11.6708
|
6
| 393.457221
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 99
| 1
| 1.807549
| 1.902477
| 209.112909
| 11.071571
| 273.249193
| 23.82077
|
7
| 287.769784
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 10
| 88
| 1
| 3.14236
| 0.924408
| 206.253075
| 10.920156
| 238.290778
| 20.773236
|
8
| 909.474375
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 96
| 1
| 1.009929
| 0.917121
| 409.856504
| 21.700025
| 555.110938
| 48.392349
|
9
| 393.457221
|
Private room
| false
| true
| 2
| true
| 1
| 0
| 10
| 97
| 1
| 2.182714
| 1.590381
| 191.500826
| 10.139092
| 229.296954
| 19.98919
|
10
| 553.042908
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 8
| 87
| 1
| 2.933052
| 0.628065
| 214.922536
| 11.379164
| 269.62459
| 23.504792
|
11
| 553.042908
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 100
| 1
| 1.305492
| 1.342159
| 325.256779
| 17.220857
| 390.913162
| 34.078244
|
12
| 682.164366
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 98
| 1
| 2.172556
| 0.630255
| 260.324285
| 13.782979
| 336.246585
| 29.312631
|
13
| 233.637194
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 8
| 96
| 1
| 7.304534
| 3.720801
| 59.776199
| 3.164876
| 75.701118
| 6.59932
|
14
| 368.851499
|
Private room
| false
| true
| 2
| false
| 0
| 0
| 10
| 90
| 1
| 1.3278
| 0.119498
| 539.003467
| 28.537766
| 573.888184
| 50.029274
|
15
| 497.504277
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 9
| 96
| 1
| 1.791676
| 1.231854
| 392.591207
| 20.785907
| 438.080932
| 38.190141
|
16
| 1,106.320156
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 1
| 10
| 95
| 2
| 0.438689
| 0.652138
| 483.860262
| 25.618185
| 716.373179
| 62.450545
|
17
| 612.096642
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 99
| 1
| 1.814162
| 1.525855
| 307.062599
| 16.257559
| 372.182127
| 32.445347
|
18
| 858.153868
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 10
| 98
| 3
| 2.188362
| 1.530395
| 325.685373
| 17.243549
| 332.044687
| 28.946326
|
19
| 332.060085
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 98
| 1
| 2.491166
| 1.331647
| 170.634617
| 9.034322
| 212.939808
| 18.56324
|
20
| 203.875987
|
Private room
| false
| true
| 2
| true
| 1
| 0
| 10
| 96
| 1
| 4.230638
| 2.687134
| 92.213519
| 4.882284
| 116.217023
| 10.131335
|
21
| 269.022567
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 8
| 93
| 1
| 4.180817
| 2.808429
| 93.270711
| 4.938257
| 117.759576
| 10.265808
|
22
| 295.268671
|
Private room
| false
| true
| 2
| false
| 0
| 0
| 10
| 94
| 1
| 4.12729
| 0.839314
| 129.229258
| 6.842097
| 164.404354
| 14.332113
|
23
| 1,096.477867
|
Entire home/apt
| false
| false
| 4
| false
| 1
| 0
| 9
| 96
| 2
| 2.161619
| 1.424194
| 183.364663
| 9.708319
| 222.389462
| 19.387023
|
24
| 572.727486
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 1
| 9
| 89
| 1
| 1.126311
| 1.121054
| 386.370843
| 20.456567
| 462.811286
| 40.346034
|
25
| 599.910951
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 9
| 94
| 3
| 3.363599
| 0.697402
| 156.236374
| 8.272001
| 198.873306
| 17.336978
|
26
| 602.254353
|
Entire home/apt
| false
| false
| 3
| false
| 0
| 0
| 10
| 100
| 2
| 3.85629
| 0.72796
| 148.724131
| 7.874262
| 184.259537
| 16.063009
|
27
| 1,609.917278
|
Entire home/apt
| false
| false
| 6
| false
| 1
| 0
| 10
| 96
| 3
| 2.98859
| 1.75
| 207.952428
| 11.010129
| 241.778067
| 21.077244
|
28
| 331.825745
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 94
| 0
| 1.800627
| 0.409752
| 561.972553
| 29.753873
| 500.939267
| 43.669879
|
29
| 796.522391
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 10
| 94
| 2
| 2.854955
| 1.702606
| 202.845838
| 10.739758
| 271.47317
| 23.665944
|
30
| 540.622876
|
Private room
| false
| true
| 2
| false
| 0
| 0
| 9
| 96
| 1
| 6.411635
| 4.14323
| 67.215619
| 3.558759
| 83.998695
| 7.32267
|
31
| 344.480116
|
Private room
| false
| true
| 2
| false
| 0
| 1
| 10
| 95
| 1
| 0.540346
| 0.338643
| 558.621898
| 29.576472
| 816.904788
| 71.214488
|
32
| 479.46008
|
Private room
| false
| true
| 3
| false
| 0
| 1
| 10
| 94
| 1
| 0.514369
| 0.277217
| 589.26402
| 31.198832
| 873.365061
| 76.136468
|
33
| 716.612378
|
Entire home/apt
| false
| false
| 5
| true
| 0
| 0
| 10
| 96
| 2
| 3.695019
| 0.397527
| 116.72356
| 6.179978
| 147.251731
| 12.836816
|
34
| 350.338622
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 10
| 91
| 0
| 1.097898
| 0.956934
| 293.054039
| 15.51587
| 426.522029
| 37.182482
|
35
| 378.693788
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 9
| 95
| 1
| 4.025062
| 0.341014
| 120.489559
| 6.37937
| 153.872848
| 13.414019
|
36
| 299.018114
|
Private room
| false
| true
| 2
| true
| 0
| 0
| 9
| 94
| 0
| 4.224202
| 1.519307
| 108.746066
| 5.757606
| 138.786994
| 12.098894
|
37
| 381.03719
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 9
| 95
| 1
| 1.494007
| 1.634931
| 254.069724
| 13.451829
| 316.679621
| 27.606861
|
38
| 430.248635
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 96
| 1
| 3.019445
| 0.792404
| 144.550007
| 7.653261
| 182.76189
| 15.93245
|
39
| 344.480116
|
Private room
| false
| true
| 2
| false
| 0
| 1
| 9
| 95
| 1
| 0.363334
| 0.209644
| 1,238.473782
| 65.571516
| 755.133927
| 65.829552
|
40
| 406.814613
|
Private room
| false
| true
| 4
| true
| 0
| 0
| 9
| 98
| 1
| 5.036504
| 1.246615
| 87.204655
| 4.617087
| 109.095713
| 9.510527
|
41
| 749.654348
|
Entire home/apt
| false
| false
| 4
| true
| 0
| 0
| 10
| 98
| 2
| 2.147644
| 1.663573
| 198.665837
| 10.518446
| 246.150389
| 21.458405
|
42
| 491.880112
|
Private room
| false
| true
| 2
| false
| 0
| 1
| 9
| 98
| 1
| 0.375148
| 0.190385
| 1,888.737455
| 100
| 747.799897
| 65.1902
|
43
| 344.480116
|
Private room
| false
| true
| 2
| false
| 0
| 1
| 9
| 95
| 1
| 0.360491
| 0.22352
| 1,030.187746
| 54.543724
| 761.561063
| 66.389844
|
44
| 817.14433
|
Private room
| false
| true
| 4
| false
| 0
| 1
| 10
| 100
| 5
| 1.395558
| 0.857219
| 311.016728
| 16.466912
| 350.85611
| 30.586231
|
45
| 420.406346
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 9
| 90
| 1
| 1.483385
| 0.536218
| 334.973966
| 17.735338
| 370.017847
| 32.256674
|
46
| 255.665175
|
Private room
| false
| true
| 2
| true
| 1
| 0
| 10
| 100
| 1
| 3.528681
| 0.206183
| 159.498911
| 8.444737
| 200.964586
| 17.519288
|
47
| 798.865793
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 10
| 98
| 2
| 1.505905
| 0.175813
| 304.282542
| 16.110367
| 364.865913
| 31.807549
|
48
| 368.617158
|
Private room
| false
| true
| 4
| true
| 0
| 0
| 10
| 97
| 1
| 10.907081
| 0.644975
| 42.293106
| 2.239226
| 52.63423
| 4.588441
|
49
| 848.077239
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 10
| 98
| 3
| 1.26731
| 1.157982
| 363.996794
| 19.271964
| 480.586462
| 41.895603
|
50
| 768.167225
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 9
| 93
| 2
| 2.376328
| 0.213721
| 310.960804
| 16.463951
| 373.433694
| 32.554454
|
51
| 469.617791
|
Private room
| false
| true
| 2
| true
| 1
| 0
| 10
| 98
| 1
| 0.975065
| 1.105002
| 355.616234
| 18.828251
| 528.565206
| 46.078198
|
52
| 613.268343
|
Entire home/apt
| false
| false
| 4
| false
| 1
| 0
| 9
| 84
| 1
| 0.227262
| 0.459806
| 562.264031
| 29.769306
| 798.406079
| 69.601845
|
53
| 249.572329
|
Private room
| false
| true
| 2
| true
| 0
| 0
| 10
| 98
| 1
| 5.839414
| 3.833057
| 73.916534
| 3.913542
| 92.569612
| 8.069848
|
54
| 430.248635
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 97
| 1
| 3.029538
| 0.911224
| 139.934425
| 7.408887
| 176.923859
| 15.423513
|
55
| 403.06517
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 97
| 1
| 2.80441
| 1.705902
| 154.585326
| 8.184585
| 198.138406
| 17.272913
|
56
| 442.668666
|
Private room
| false
| true
| 2
| false
| 0
| 0
| 9
| 84
| 1
| 0.493142
| 0.122273
| 570.430189
| 30.201667
| 670.063539
| 58.413456
|
57
| 977.433037
|
Entire home/apt
| false
| false
| 4
| false
| 1
| 0
| 9
| 93
| 2
| 0.699257
| 0.608605
| 528.885754
| 28.002079
| 832.178322
| 72.545974
|
58
| 522.34434
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 9
| 96
| 2
| 3.845074
| 0.696826
| 149.945705
| 7.938938
| 181.649625
| 15.835487
|
59
| 1,179.902983
|
Entire home/apt
| false
| false
| 4
| false
| 1
| 0
| 10
| 99
| 3
| 1.502723
| 0.212069
| 483.853896
| 25.617848
| 488.382309
| 42.575214
|
60
| 583.741476
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 99
| 1
| 2.57283
| 1.472434
| 149.000014
| 7.888868
| 189.312459
| 16.503502
|
61
| 374.944344
|
Private room
| false
| true
| 4
| false
| 0
| 1
| 6
| 88
| 1
| 0.94451
| 0.727103
| 320.242468
| 16.955372
| 458.139313
| 39.938751
|
62
| 372.366602
|
Private room
| false
| true
| 2
| false
| 0
| 0
| 10
| 97
| 1
| 3.893262
| 0.65743
| 147.229243
| 7.795114
| 179.489678
| 15.647191
|
63
| 479.22574
|
Shared room
| true
| false
| 2
| true
| 0
| 0
| 10
| 96
| 1
| 1.377262
| 0.07791
| 549.519379
| 29.094535
| 555.052813
| 48.387281
|
64
| 454.854358
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 98
| 1
| 2.284973
| 1.827539
| 164.162523
| 8.691654
| 210.690265
| 18.367134
|
65
| 614.440044
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 97
| 1
| 5.248925
| 1.447324
| 83.971357
| 4.445899
| 104.786244
| 9.134845
|
66
| 493.989173
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 9
| 91
| 1
| 1.425142
| 0.133105
| 594.181139
| 31.459171
| 552.400993
| 48.156106
|
67
| 602.020013
|
Entire home/apt
| false
| false
| 2
| false
| 1
| 0
| 10
| 99
| 1
| 2.013315
| 1.804245
| 264.786523
| 14.019234
| 335.137879
| 29.215978
|
68
| 675.83718
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 9
| 94
| 1
| 1.632421
| 1.76049
| 236.51337
| 12.5223
| 295.374747
| 25.749588
|
69
| 399.550067
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 97
| 1
| 9.335532
| 0.380476
| 49.325594
| 2.611564
| 61.589372
| 5.369115
|
70
| 368.617158
|
Private room
| false
| true
| 2
| false
| 0
| 0
| 10
| 96
| 1
| 0.353096
| 0.495743
| 500.514497
| 26.499951
| 797.949269
| 69.562022
|
71
| 209.031472
|
Private room
| false
| true
| 2
| true
| 1
| 0
| 10
| 97
| 1
| 4.687709
| 3.632022
| 90.39515
| 4.786009
| 112.986575
| 9.849717
|
72
| 209.031472
|
Private room
| false
| true
| 2
| true
| 1
| 0
| 10
| 98
| 1
| 4.612481
| 3.625938
| 92.046519
| 4.873442
| 115.156769
| 10.038906
|
73
| 640.451808
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 9
| 96
| 1
| 1.732612
| 0.504428
| 386.059492
| 20.440082
| 430.870382
| 37.561554
|
74
| 165.912872
|
Private room
| false
| true
| 2
| true
| 0
| 0
| 10
| 97
| 1
| 11.195932
| 0.429203
| 40.89006
| 2.164941
| 50.823991
| 4.430632
|
75
| 209.031472
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 10
| 98
| 1
| 4.686892
| 3.59589
| 90.276167
| 4.77971
| 112.802271
| 9.83365
|
76
| 934.080097
|
Private room
| false
| true
| 4
| false
| 1
| 0
| 10
| 96
| 1
| 1.119898
| 0.382395
| 373.360655
| 19.767737
| 414.24983
| 36.112641
|
77
| 234.574555
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 9
| 88
| 1
| 2.478897
| 1.333442
| 172.830918
| 9.150606
| 215.363959
| 18.774568
|
78
| 227.310009
|
Private room
| false
| true
| 2
| false
| 0
| 0
| 9
| 94
| 1
| 6.058969
| 1.748146
| 77.949366
| 4.127062
| 96.976218
| 8.453998
|
79
| 489.302369
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 10
| 91
| 1
| 0.792251
| 0.733847
| 362.754751
| 19.206203
| 522.436684
| 45.543938
|
80
| 410.564057
|
Private room
| false
| true
| 2
| false
| 1
| 0
| 8
| 80
| 1
| 0.925002
| 0.781813
| 327.095992
| 17.318235
| 478.715908
| 41.732536
|
81
| 987.040986
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 10
| 97
| 2
| 5.902066
| 1.940545
| 78.757272
| 4.169837
| 97.756673
| 8.522035
|
82
| 217.70206
|
Private room
| false
| true
| 2
| true
| 0
| 0
| 10
| 93
| 1
| 7.017894
| 0.218242
| 68.855069
| 3.645561
| 86.898073
| 7.575426
|
83
| 946.500129
|
Entire home/apt
| false
| false
| 4
| true
| 0
| 0
| 10
| 98
| 2
| 0.374285
| 0.167833
| 1,375.923839
| 72.848867
| 743.149963
| 64.784838
|
84
| 1,557.42507
|
Entire home/apt
| false
| false
| 4
| true
| 0
| 0
| 9
| 98
| 2
| 0.750401
| 0.808689
| 834.237867
| 44.169075
| 603.655756
| 52.624291
|
85
| 317.062311
|
Private room
| false
| true
| 2
| true
| 0
| 0
| 10
| 99
| 1
| 3.400894
| 1.512658
| 112.415561
| 5.951889
| 140.578062
| 12.255032
|
86
| 594.521126
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 10
| 97
| 3
| 10.058948
| 0.220248
| 46.117575
| 2.441714
| 57.570177
| 5.018737
|
87
| 1,290.511565
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 10
| 96
| 2
| 0.72865
| 0.448983
| 494.653233
| 26.189624
| 827.653348
| 72.151504
|
88
| 1,043.516978
|
Entire home/apt
| false
| false
| 4
| true
| 0
| 0
| 9
| 96
| 2
| 2.846566
| 0.726772
| 209.032515
| 11.067315
| 275.86097
| 24.048455
|
89
| 1,044.688679
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 98
| 1
| 3.003044
| 1.634457
| 146.790387
| 7.771879
| 189.399621
| 16.511101
|
90
| 310.969465
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 9
| 94
| 1
| 3.5714
| 2.61974
| 118.862676
| 6.293234
| 151.68152
| 13.222987
|
91
| 295.268671
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 9
| 92
| 1
| 4.665437
| 2.977481
| 84.344908
| 4.465677
| 105.922899
| 9.233934
|
92
| 414.3135
|
Entire home/apt
| false
| false
| 2
| false
| 1
| 0
| 10
| 93
| 1
| 2.3744
| 0.362917
| 222.183038
| 11.763574
| 292.256574
| 25.477758
|
93
| 307.220022
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 7
| 82
| 0
| 4.15705
| 0.101229
| 118.848679
| 6.292493
| 151.47919
| 13.205349
|
94
| 3,005.413259
|
Entire home/apt
| false
| false
| 4
| false
| 0
| 0
| 9
| 95
| 4
| 1.615325
| 1.402561
| 216.665575
| 11.47145
| 283.611972
| 24.724156
|
95
| 539.451175
|
Entire home/apt
| false
| false
| 2
| false
| 0
| 0
| 10
| 98
| 1
| 3.781321
| 0.920247
| 138.154148
| 7.31463
| 173.63874
| 15.13713
|
96
| 491.645771
|
Entire home/apt
| false
| false
| 3
| true
| 0
| 0
| 10
| 98
| 1
| 2.31895
| 0.129231
| 315.073002
| 16.681673
| 413.615301
| 36.057326
|
97
| 1,376.748764
|
Entire home/apt
| false
| false
| 4
| true
| 0
| 1
| 10
| 93
| 2
| 1.930702
| 1.585828
| 185.070236
| 9.798622
| 248.416326
| 21.65594
|
98
| 415.485201
|
Entire home/apt
| false
| false
| 4
| true
| 1
| 0
| 10
| 98
| 1
| 5.039213
| 1.730474
| 78.495685
| 4.155987
| 97.633394
| 8.511288
|
99
| 467.040049
|
Entire home/apt
| false
| false
| 2
| true
| 0
| 0
| 10
| 97
| 1
| 1.974691
| 0.227901
| 436.827755
| 23.128029
| 498.804253
| 43.483757
|
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