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
-119.69
36.69
36
1,432
269
836
237
2.1563
88,300
INLAND
-118.37
34.03
37
1,236
null
966
292
3.0694
122,200
<1H OCEAN
-118.08
33.91
18
1,573
396
1,200
365
2.895
146,900
<1H OCEAN
-121.6
39.77
23
2,263
497
1,138
455
2.3403
87,300
INLAND
-115.52
32.98
21
1,302
327
1,244
316
2.2054
66,400
INLAND
-117.06
33.01
24
2,618
485
726
443
3.5192
159,100
<1H OCEAN
-118.87
35.65
33
1,504
325
584
223
3.4792
94,600
INLAND
-116.36
33.88
11
12,557
3,098
2,453
1,232
1.7844
78,500
INLAND
-117.8
33.83
17
2,971
350
1,180
346
11.1228
500,001
<1H OCEAN
-122.46
37.72
39
2,254
null
1,388
404
2.9688
232,000
NEAR OCEAN
-122.04
38.24
22
2,761
757
2,612
641
1.6875
87,500
INLAND
-117.12
32.58
26
1,360
309
869
328
3.0217
131,600
NEAR OCEAN
-118.29
34
52
1,319
295
898
271
2.7727
128,600
<1H OCEAN
-118.39
33.87
19
3,303
584
1,329
569
7.521
340,400
<1H OCEAN
-118.4
33.88
36
3,022
482
1,278
494
7.2651
500,001
<1H OCEAN
-117.69
34.08
14
4,136
886
2,026
788
3.2344
128,200
INLAND
-117.91
34.13
34
1,540
328
1,037
317
2.2132
138,500
<1H OCEAN
-117.94
33.86
36
2,824
493
1,394
507
4.6477
194,700
<1H OCEAN
-122.43
37.76
52
3,771
1,017
1,575
921
3.5655
427,300
NEAR BAY
-117.95
34.14
33
1,943
440
1,526
353
3.038
137,500
INLAND
-118.35
34.1
16
2,930
1,038
1,648
980
2.6458
372,200
<1H OCEAN
-118.32
34.19
37
1,335
249
485
240
4.1731
352,100
<1H OCEAN
-117.76
35.22
4
18
3
8
6
1.625
275,000
INLAND
-118.17
33.79
30
1,349
519
2,646
552
1.9318
115,900
NEAR OCEAN
-118.19
34.11
40
1,266
348
1,032
315
2.1667
150,000
<1H OCEAN
-118.09
33.89
27
3,399
882
2,465
811
3.099
166,600
<1H OCEAN
-118.28
33.73
39
2,602
802
2,178
737
2.0469
234,500
NEAR OCEAN
-118.16
34.15
17
821
163
229
164
7.3715
263,000
<1H OCEAN
-120.07
36.74
19
2,627
502
1,295
441
3.087
88,200
INLAND
-122.48
37.78
48
2,835
728
1,674
684
3.129
375,000
NEAR BAY
-122.06
37.99
16
2,445
469
721
474
2.8043
87,500
NEAR BAY
-118.15
35.06
15
1,069
296
569
263
2.0441
73,300
INLAND
-117.58
34.02
4
5,998
1,092
3,182
1,042
5.2692
174,800
INLAND
-117.81
33.67
9
2,435
396
1,194
385
7.2025
275,000
<1H OCEAN
-118.43
34.01
27
3,133
1,021
2,242
1,002
2.697
412,500
<1H OCEAN
-118.29
34.04
48
1,353
488
1,945
487
2.4359
123,700
<1H OCEAN
-117.06
32.76
37
2,356
476
1,231
499
2.965
155,700
NEAR OCEAN
-121.35
38.03
16
3,158
515
1,596
528
4.1739
131,300
INLAND
-118.35
33.88
36
1,567
362
1,054
386
3.2594
233,900
<1H OCEAN
-121.44
38.73
25
1,287
224
727
236
4.7396
135,500
INLAND
-121.98
37.27
29
2,658
484
1,318
498
5.3561
298,900
<1H OCEAN
-118.06
33.97
39
1,639
300
988
309
3.9612
175,800
<1H OCEAN
-116.24
33.73
14
2,774
566
1,530
505
3.0682
104,100
INLAND
-119.18
34.17
32
2,388
467
1,746
483
3.9331
187,600
NEAR OCEAN
-118.24
34.01
30
405
86
376
68
1.7813
127,500
<1H OCEAN
-121.94
37.31
5
2,364
578
1,102
502
5.2642
246,400
<1H OCEAN
-121.48
38.61
18
1,511
315
1,062
304
2.3438
89,400
INLAND
-122.24
37.8
49
2,838
749
1,487
677
2.5238
169,300
NEAR BAY
-122.16
37.47
44
2,581
437
1,006
414
5.397
341,700
NEAR BAY
-121.92
38.02
8
2,750
479
1,526
484
5.102
156,500
INLAND
-118.35
33.98
42
3,081
680
1,785
609
3.745
170,800
<1H OCEAN
-122.75
38.46
16
2,653
606
1,693
586
2.6384
146,900
<1H OCEAN
-118.27
34.22
34
8,206
1,186
3,141
1,150
7.2812
462,200
<1H OCEAN
-122.7
38.03
42
1,410
308
624
292
4.1379
309,100
NEAR OCEAN
-118.12
33.79
41
1,762
314
738
300
4.1687
240,700
<1H OCEAN
-122.82
38.39
22
1,288
243
593
220
3.625
233,700
<1H OCEAN
-121.29
37.98
42
625
143
533
159
2.625
65,400
INLAND
-118.22
34.09
40
1,081
282
970
263
1.875
150,000
<1H OCEAN
-121.2
39.23
9
2,802
447
955
418
5.2359
213,300
INLAND
-117.04
32.62
26
3,620
607
2,000
593
4.9962
156,000
NEAR OCEAN
-117.86
33.84
19
1,725
392
920
400
3.0087
159,400
<1H OCEAN
-117.23
33.2
21
2,284
360
999
356
4.8929
212,500
<1H OCEAN
-118.54
34.37
27
2,051
301
917
287
7.6059
323,700
<1H OCEAN
-118.23
33.89
36
2,598
514
1,872
514
3.1667
117,700
<1H OCEAN
-122.15
37.71
36
998
178
531
183
4.0208
191,500
NEAR BAY
-121.74
39.59
24
1,535
279
726
272
2.3833
95,100
INLAND
-119.26
35.5
38
2,536
409
1,133
430
4.2375
78,600
INLAND
-124.1
40.5
30
1,927
393
996
374
2.2357
72,300
<1H OCEAN
-118.32
34.04
47
1,989
532
1,430
519
1.8333
151,100
<1H OCEAN
-121.34
38.58
17
1,605
258
748
262
5.0917
134,100
INLAND
-121.91
37.23
27
4,866
668
1,956
659
7.3843
405,000
<1H OCEAN
-118.13
34.1
24
4,670
1,185
2,478
1,107
3.1975
252,400
<1H OCEAN
-120.43
37.35
15
1,613
203
673
213
5.9378
212,200
INLAND
-118.37
34.08
52
1,466
254
600
253
5.7524
393,600
<1H OCEAN
-118.32
33.82
22
2,508
402
1,254
395
7.0935
379,500
<1H OCEAN
-118.17
33.86
40
1,301
342
954
336
2.3804
158,000
<1H OCEAN
-122.27
37.99
16
4,921
737
2,312
725
5.8899
243,200
NEAR BAY
-122.36
37.56
32
4,684
540
1,512
511
15.0001
500,001
NEAR OCEAN
-116.92
32.82
34
1,765
284
772
282
5.0118
165,300
<1H OCEAN
-117.99
33.79
35
2,301
467
2,272
454
3.9566
167,800
<1H OCEAN
-118.27
34.06
33
1,416
686
2,013
614
1.9818
208,300
<1H OCEAN
-117.11
32.67
52
280
71
217
71
1.4844
83,300
NEAR OCEAN
-121.45
38.63
28
1,246
295
884
258
1.4397
51,700
INLAND
-117.8
33.67
5
2,487
388
1,147
397
8.284
302,500
<1H OCEAN
-118.48
33.96
16
895
181
237
149
12.0088
500,001
<1H OCEAN
-122.39
38.37
33
1,066
191
403
163
6.8
240,800
<1H OCEAN
-122.89
38.42
28
2,388
437
1,015
381
5.1512
268,300
<1H OCEAN
-119.01
36.05
27
1,127
294
839
276
1.3807
53,100
INLAND
-121.29
37.97
52
2,995
555
1,392
503
1.7794
98,800
INLAND
-121.95
37.94
27
1,469
216
578
219
5.9346
253,600
INLAND
-122.45
37.63
28
4,946
848
2,683
824
5.748
302,100
NEAR OCEAN
-117.2
32.83
36
1,089
240
623
226
2.5909
176,000
NEAR OCEAN
-117.97
33.73
18
3,698
574
2,046
614
6.2984
269,800
<1H OCEAN
-117.21
32.83
35
2,259
501
1,340
511
3.4482
162,500
NEAR OCEAN
-119.2
36.3
19
1,427
311
1,026
293
2.625
57,000
INLAND
-118.22
33.98
42
626
143
625
156
3.125
166,300
<1H OCEAN
-117.84
35.54
11
1,751
316
765
296
5.0762
98,000
INLAND
-117.87
33.89
25
1,142
162
486
150
7.1472
270,100
<1H OCEAN
-118.1
33.8
37
1,814
329
850
328
5.0574
240,800
<1H OCEAN
-117.74
33.62
16
4,134
740
2,103
745
5.6877
231,400
<1H OCEAN