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
-122.61
38.24
18
2,933
481
1,279
443
5.0849
188,500
<1H OCEAN
-118.38
33.84
25
5,775
1,149
2,637
1,117
5.4968
379,800
<1H OCEAN
-118.31
34.1
36
2,288
1,033
3,030
890
1.5328
250,000
<1H OCEAN
-115.56
32.8
25
1,311
375
1,193
351
2.1979
63,900
INLAND
-121.27
38.13
35
2,607
685
2,016
618
1.75
82,900
INLAND
-121.26
37.96
40
535
105
335
102
2.5234
62,800
INLAND
-118.11
33.9
35
1,323
269
1,084
240
5.0753
178,000
<1H OCEAN
-121.45
38.65
5
2,680
502
1,885
498
2.6369
110,000
INLAND
-117.98
33.79
35
2,356
478
1,659
480
4.1115
179,700
<1H OCEAN
-120.25
38.04
22
4,173
763
1,086
444
2.5562
136,200
INLAND
-117.28
33.72
11
1,161
235
640
210
2.1667
114,600
<1H OCEAN
-118.41
35.63
15
5,907
1,257
2,310
1,001
2.3125
96,900
INLAND
-121.41
38.57
16
4,429
1,124
1,538
960
3.2443
190,700
INLAND
-118.18
34.09
40
2,744
708
2,747
674
2.6226
148,800
<1H OCEAN
-118.17
33.83
45
2,019
363
880
339
4.1023
217,300
NEAR OCEAN
-118.35
34.17
44
2,572
613
1,280
570
3.5583
232,000
<1H OCEAN
-117.97
33.94
34
1,632
263
690
268
5.5608
255,800
<1H OCEAN
-121.22
37.81
20
1,811
352
1,191
327
4.0125
121,500
INLAND
-118.19
34.65
33
1,781
326
913
314
3.9963
126,800
INLAND
-117.41
34.11
12
6,758
1,550
3,204
1,279
2.5181
105,500
INLAND
-119.8
36.74
25
1,717
542
1,343
471
0.799
51,800
INLAND
-122.65
38.37
15
1,848
280
786
282
5.7204
344,100
<1H OCEAN
-120.27
38.31
13
3,297
662
267
97
3.075
108,300
INLAND
-121.25
36.32
12
4,776
1,082
4,601
1,066
2.9184
100,500
<1H OCEAN
-117.55
34
17
3,583
700
1,587
719
2.6979
75,000
INLAND
-119.95
38.95
21
2,046
580
952
353
1.7245
92,200
INLAND
-118.31
33.9
28
1,576
400
891
378
2.6312
171,300
<1H OCEAN
-121.97
37.31
25
5,775
1,225
3,580
1,138
3.9187
314,900
<1H OCEAN
-121.97
37.8
17
3,279
418
1,222
381
7.9168
356,000
<1H OCEAN
-121.87
37.33
37
3,137
685
2,048
651
3.0156
270,300
<1H OCEAN
-118.17
34.14
45
2,257
285
759
305
11.7894
500,001
<1H OCEAN
-120.48
39.66
32
1,516
289
304
131
1.8839
71,000
INLAND
-122.44
37.66
36
1,447
276
799
275
4.7639
265,600
NEAR OCEAN
-119.81
34.44
23
3,172
588
1,467
559
4.6806
288,900
NEAR OCEAN
-119.71
34.41
18
1,225
317
694
306
3.6823
255,000
NEAR OCEAN
-118.29
34.03
29
3,544
1,384
3,323
1,213
1.0219
258,300
<1H OCEAN
-122.47
37.75
45
2,399
426
911
423
4.4312
361,000
NEAR BAY
-115.93
35.55
18
1,321
272
754
226
3.4028
67,500
INLAND
-117.11
32.77
52
1,506
233
478
240
4.3875
300,000
NEAR OCEAN
-118.34
34.08
50
3,457
854
1,584
841
3.1078
346,700
<1H OCEAN
-118.35
33.93
31
2,746
697
1,973
598
3.5139
192,800
<1H OCEAN
-122.66
38.48
16
2,724
593
1,124
586
2.825
186,200
<1H OCEAN
-118.98
35.37
36
1,562
398
1,223
329
0.9675
47,100
INLAND
-120.32
37.29
38
576
null
478
112
2.3382
59,600
INLAND
-122.19
40.07
21
1,548
290
744
265
1.9773
55,000
INLAND
-117.14
34.07
3
5,542
828
2,506
806
5.5875
162,000
INLAND
-117.66
33.64
17
3,173
501
1,555
520
6.7079
250,800
<1H OCEAN
-121.29
38
12
4,038
1,074
3,440
942
1.9698
112,300
INLAND
-122.47
37.75
49
2,747
472
1,281
448
5.482
366,300
NEAR BAY
-117.77
33.7
4
2,446
622
1,315
560
3.7147
137,500
<1H OCEAN
-122.04
37.53
34
2,316
478
1,524
467
3.7364
190,400
NEAR BAY
-117.95
35.08
1
83
15
32
15
4.875
141,700
INLAND
-118.09
34.01
31
1,108
238
1,151
229
4.3333
149,500
<1H OCEAN
-119
35.36
40
850
227
764
186
0.9407
43,600
INLAND
-118.48
34.42
21
1,375
259
728
258
5.0166
229,000
<1H OCEAN
-119.83
34.45
24
2,168
373
934
366
5.4197
280,900
NEAR OCEAN
-122.01
36.99
28
1,321
240
652
239
4.9808
263,100
NEAR OCEAN
-118.26
34.1
52
1,310
263
689
208
4.0721
350,000
<1H OCEAN
-122.14
37.45
52
3,841
537
1,391
540
7.8647
500,001
NEAR BAY
-122.22
37.88
20
95
13
31
15
2.4444
475,000
NEAR BAY
-117.38
34.07
6
1,156
191
910
234
4.9091
122,400
INLAND
-120
38.92
17
1,106
207
466
180
3.3295
126,600
INLAND
-117.94
33.67
26
2,552
314
925
323
8.1839
367,000
<1H OCEAN
-117
32.67
16
2,238
307
1,002
303
6.6143
264,100
NEAR OCEAN
-121.21
39.24
7
4,194
673
1,355
566
4.3702
226,100
INLAND
-121.94
37.75
16
5,121
735
2,464
761
6.6204
296,100
<1H OCEAN
-118.46
34.02
29
2,329
833
1,953
800
2.6639
233,300
<1H OCEAN
-120.34
38.25
17
5,497
1,056
997
408
2.9821
111,500
INLAND
-119.37
36.21
35
2,228
476
1,567
449
1.4455
54,100
INLAND
-120.04
38.86
16
2,708
481
712
261
3.7891
117,700
INLAND
-121.06
38.25
13
651
102
301
104
3.6528
200,000
INLAND
-118.1
34.13
44
1,917
265
754
257
12.4237
500,001
<1H OCEAN
-120.86
38.75
15
1,533
300
674
287
2.5625
146,100
INLAND
-118.21
33.89
42
1,254
225
929
235
4.3646
116,200
<1H OCEAN
-118.09
33.79
36
4,210
657
1,911
631
5.8491
247,300
<1H OCEAN
-117.61
34.02
15
1,791
346
1,219
328
3.8125
170,300
INLAND
-121.37
38.64
27
1,672
299
757
282
3.6786
159,700
INLAND
-122.23
37.85
52
2,800
411
1,061
403
6.3434
373,600
NEAR BAY
-121.5
38.63
6
693
143
276
151
3.1944
117,000
INLAND
-117.1
32.76
52
2,606
426
883
380
4.2813
270,800
NEAR OCEAN
-122.37
41.41
28
1,729
419
929
370
1.27
53,100
INLAND
-117.19
34.06
37
1,467
348
1,316
339
1.448
72,800
INLAND
-122.06
37.6
17
5,159
832
3,174
817
5.8704
234,400
NEAR BAY
-118.22
33.92
43
1,195
256
1,251
262
3.4539
125,000
<1H OCEAN
-118.93
35.37
34
2,412
446
1,558
421
2.6903
62,800
INLAND
-121.86
37.37
15
8,162
2,124
8,793
2,086
3.3306
210,300
<1H OCEAN
-122.29
37.78
42
1,241
309
821
300
1.9427
102,200
NEAR BAY
-117.98
33.77
7
2,252
570
1,576
550
3.6333
169,800
<1H OCEAN
-119.03
34.24
25
3,655
545
1,776
544
5.687
238,100
<1H OCEAN
-123.35
39.42
18
1,619
346
904
295
2.1625
77,200
<1H OCEAN
-122.18
37.9
36
4,760
610
1,511
572
9.0064
500,001
NEAR BAY
-122.16
37.79
22
12,842
2,048
4,985
1,967
5.9849
371,000
NEAR BAY
-118.13
33.81
37
1,228
237
572
242
4.325
223,900
<1H OCEAN
-118.18
34.07
28
2,616
630
2,218
621
2.6842
156,000
<1H OCEAN
-118.15
33.78
13
3,056
861
1,600
824
3.3003
207,800
NEAR OCEAN
-118.48
34.25
35
1,865
335
1,074
337
5.1068
223,300
<1H OCEAN
-121.18
39.25
9
3,415
562
1,208
479
4.3646
185,900
INLAND
-118.12
33.79
43
1,471
301
767
311
4.3317
232,400
<1H OCEAN
-121.64
36.66
24
3,174
506
1,466
535
5.2285
248,100
<1H OCEAN
-118.17
33.91
39
1,157
273
877
305
3.1087
171,000
<1H OCEAN