longitude
float64
-124.35
-114.31
latitude
float64
32.5
42
housing_median_age
float64
1
52
total_rooms
float64
2
39.3k
total_bedrooms
float64
1
6.45k
population
float64
3
35.7k
households
float64
1
6.08k
median_income
float64
0.5
15
median_house_value
float64
15k
500k
ocean_proximity
stringclasses
5 values
-122.43
37.75
52
2,155
468
962
490
3.775
325,900
NEAR BAY
-117.95
33.77
38
989
246
691
204
3.2632
180,900
<1H OCEAN
-117.8
33.87
16
5,954
1,281
3,107
1,209
4.2566
206,100
<1H OCEAN
-121.98
37.36
35
1,293
223
701
216
7.8543
281,900
<1H OCEAN
-122.33
37.95
46
1,543
339
777
322
4.0927
142,600
NEAR BAY
-121.38
38.62
41
774
144
356
150
3.5625
115,300
INLAND
-118.17
34.09
33
2,907
797
3,212
793
2.2348
146,600
<1H OCEAN
-119.27
34.17
15
11,403
2,131
3,327
1,585
4.3693
423,300
NEAR OCEAN
-117.03
34.03
26
3,501
664
1,860
681
3.0403
113,500
INLAND
-121.97
37.57
21
4,342
783
2,172
789
4.6146
247,600
<1H OCEAN
-119.19
34.17
31
1,872
434
1,511
405
3.2314
186,800
NEAR OCEAN
-120.95
37.67
15
3,062
584
1,624
538
4.3864
137,600
INLAND
-121.83
37.3
16
5,684
1,386
4,203
1,318
3.1964
185,800
<1H OCEAN
-118.27
34.09
44
3,646
912
1,783
861
2.9709
225,000
<1H OCEAN
-121.97
37.4
17
2,937
558
1,662
533
5.8792
255,500
<1H OCEAN
-119.34
36.22
38
2,708
460
1,260
455
3.0905
78,200
INLAND
-121.33
37.96
20
1,727
386
730
342
2.5195
92,600
INLAND
-121.41
38.64
41
1,578
317
897
333
2.3214
66,800
INLAND
-119.81
36.76
51
2,419
486
1,284
426
2.2029
54,200
INLAND
-122.97
38.53
48
3,939
860
1,257
571
2.1165
98,700
<1H OCEAN
-121.86
39.78
12
7,653
1,578
3,628
1,494
3.0905
117,800
INLAND
-117.99
33.73
17
5,239
1,045
2,440
985
4.375
248,100
<1H OCEAN
-122.18
37.73
42
909
215
646
198
2.9063
80,000
NEAR BAY
-121.29
37.87
29
488
108
308
115
2.6563
103,100
INLAND
-118.31
33.89
37
2,278
508
1,257
498
3.7639
220,600
<1H OCEAN
-118.26
34.08
45
2,174
627
1,992
557
2.5428
167,800
<1H OCEAN
-122.23
39.75
16
2,026
396
1,031
382
1.9375
73,100
INLAND
-118.71
34.29
21
2,751
493
1,432
483
5.2067
221,200
<1H OCEAN
-122.45
40.56
17
1,712
307
963
329
3.9375
148,700
INLAND
-121.45
38.58
44
2,314
415
796
388
3.4914
153,900
INLAND
-116.31
33.67
15
2,214
410
1,152
350
2.9187
93,400
INLAND
-118.24
34.04
52
116
107
171
92
1.0769
112,500
<1H OCEAN
-121.65
36.66
30
3,745
767
1,762
748
3.2355
214,200
<1H OCEAN
-122.3
41.31
29
4,059
787
1,700
702
2.4526
97,100
INLAND
-117.06
32.77
18
2,269
682
1,329
581
1.7951
161,800
NEAR OCEAN
-121.57
39.48
15
202
54
145
40
0.8252
42,500
INLAND
-119.74
34.38
32
1,479
287
830
288
5.345
322,600
NEAR OCEAN
-121.27
37.95
43
557
165
573
144
1.7212
59,000
INLAND
-122.11
37.39
36
1,660
261
655
249
6.3967
500,001
NEAR BAY
-118.56
34.19
35
782
144
425
140
5.4548
201,400
<1H OCEAN
-118.44
34.01
41
1,309
221
534
228
5.1708
418,800
<1H OCEAN
-122.42
37.79
48
4,506
1,342
1,980
1,239
4.0156
500,001
NEAR BAY
-117.97
33.84
35
793
128
589
137
5.25
190,200
<1H OCEAN
-117.14
33.18
11
5,546
974
2,300
970
3.7109
199,800
<1H OCEAN
-117.91
33.65
14
2,598
759
1,584
703
4.0417
180,900
<1H OCEAN
-118.07
34.56
5
10,264
1,821
5,871
1,790
4.2329
145,500
INLAND
-122.14
37.43
18
2,060
563
1,144
600
4.0686
378,600
NEAR BAY
-122.06
37.54
20
6,483
1,068
3,526
1,060
5.0838
248,200
NEAR BAY
-122.49
37.79
52
2,488
281
805
295
10.7058
500,001
NEAR BAY
-118.3
34.04
35
1,090
345
1,605
330
2.1518
152,800
<1H OCEAN
-119.48
35.17
36
116
20
39
18
3.125
37,500
INLAND
-119.21
36.3
23
951
235
806
222
1.7734
41,400
INLAND
-117.78
33.89
7
9,729
1,210
4,160
1,214
8.9088
415,300
<1H OCEAN
-119
34.19
5
3,634
718
1,317
743
4.2917
227,900
<1H OCEAN
-119.3
35.87
20
1,934
377
1,341
336
2.1434
62,600
INLAND
-119.85
36.82
9
3,995
778
1,691
712
3.3239
91,300
INLAND
-122
38.36
34
2,735
539
1,390
491
2.7262
118,800
INLAND
-121.89
37.31
40
1,844
340
719
305
3.3682
235,200
<1H OCEAN
-118.02
33.72
22
8,844
1,706
4,404
1,594
4.4453
267,800
<1H OCEAN
-117.89
34.1
35
3,185
544
1,858
564
3.8304
175,900
<1H OCEAN
-117.8
33.63
15
3,236
451
1,289
416
11.1121
493,000
<1H OCEAN
-119.17
34.29
28
731
155
285
162
3.2917
225,000
NEAR OCEAN
-121.9
37.4
16
2,998
603
1,606
615
3.7622
150,000
<1H OCEAN
-119.82
34.45
24
3,592
533
1,683
528
6.7247
333,800
NEAR OCEAN
-121.26
38.68
13
4,256
619
1,948
622
5.2051
167,400
INLAND
-118.31
33.82
26
2,345
408
1,195
377
5.4925
361,700
<1H OCEAN
-121.93
37.13
37
1,150
203
511
179
5.7415
398,500
<1H OCEAN
-122.17
37.73
43
1,473
371
1,231
341
2.1587
86,500
NEAR BAY
-118.44
34.28
47
843
194
800
180
3.3687
151,700
<1H OCEAN
-121.47
38.95
34
2,129
350
969
314
2.7039
106,300
INLAND
-118.48
34.19
20
5,699
1,594
3,809
1,381
2.8646
221,100
<1H OCEAN
-118.42
34.16
25
2,769
566
1,201
545
3.6641
386,100
<1H OCEAN
-119.08
35.34
18
4,070
512
1,580
540
10.5941
245,800
INLAND
-122.02
37.94
19
3,192
612
1,317
594
4.125
267,100
NEAR BAY
-118.29
34.04
41
659
291
1,224
290
2.0817
132,500
<1H OCEAN
-121.59
36.97
16
865
123
403
130
5.7396
308,700
INLAND
-117.09
32.58
12
2,565
567
1,785
545
3.0273
135,300
NEAR OCEAN
-118.24
33.95
36
2,316
543
1,938
507
1.25
97,400
<1H OCEAN
-117.82
33.67
15
1,010
274
649
261
2.5197
350,000
<1H OCEAN
-118.54
34.19
33
2,205
453
1,242
419
4.1319
203,700
<1H OCEAN
-122.32
38.32
26
2,710
498
1,439
484
5
175,200
NEAR BAY
-122.19
37.82
32
1,835
264
635
263
8.317
365,900
NEAR BAY
-118.13
34.13
39
2,099
397
1,500
380
4.8304
493,200
<1H OCEAN
-117.25
32.74
36
1,830
430
755
419
2.9904
286,800
NEAR OCEAN
-121.44
38.55
46
1,698
383
726
386
2.9821
97,000
INLAND
-118.22
33.9
30
1,007
260
1,112
238
1.7262
115,600
<1H OCEAN
-122.41
37.75
52
1,678
386
1,220
357
2.5809
255,300
NEAR BAY
-122.53
37.89
35
4,127
689
1,596
707
5.9073
400,400
NEAR BAY
-119.38
36.56
25
1,180
222
611
212
2.0729
84,700
INLAND
-117.28
33.1
13
2,644
422
1,197
399
6.5338
267,900
NEAR OCEAN
-122.15
37.67
35
2,472
398
1,171
390
5.5797
198,100
NEAR BAY
-121.8
37.23
18
2,581
358
1,284
377
6.7385
272,400
<1H OCEAN
-118.03
33.93
22
3,382
800
2,688
784
3.875
164,700
<1H OCEAN
-118.15
34.18
46
2,230
488
1,985
456
2.2328
142,100
<1H OCEAN
-116.72
33.56
13
3,166
682
1,250
475
2.355
122,900
INLAND
-122.17
37.72
42
3,008
659
1,817
664
3.371
165,000
NEAR BAY
-117.32
34.1
27
2,053
461
1,737
463
3.1213
78,800
INLAND
-122.18
37.41
21
1,034
117
323
117
10.7237
500,001
NEAR OCEAN
-121.15
38.21
18
4,176
700
2,164
699
4.0365
174,200
INLAND
-119.42
35.19
26
890
172
483
170
4.15
68,200
INLAND