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
-122.29
38.3
52
935
224
315
207
1.8287
146,900
NEAR BAY
-119.29
36.28
23
1,895
340
749
313
2.2333
120,100
INLAND
-122.41
37.6
31
4,424
834
1,915
817
4.1364
412,000
NEAR OCEAN
-121.75
36.91
52
1,211
447
1,102
392
1.6875
161,400
<1H OCEAN
-118.44
34.05
22
3,970
871
1,588
791
4.8618
500,001
<1H OCEAN
-122.31
38.33
21
1,922
344
1,051
342
3.6042
183,300
NEAR BAY
-117.03
34.07
16
3,784
577
1,615
525
4.2333
220,300
INLAND
-122.41
37.7
23
1,817
400
1,376
382
2.4113
214,200
NEAR BAY
-117.24
32.98
4
6,423
1,042
2,607
983
7.6348
337,000
NEAR OCEAN
-118.21
34.06
30
511
153
1,152
149
2.3611
156,800
<1H OCEAN
-122.23
40.2
17
762
138
322
139
4.2917
128,800
INLAND
-121.17
38.69
5
7,138
1,227
2,623
1,139
5.6902
243,200
INLAND
-118.4
33.87
45
2,181
505
965
471
5.3816
500,001
<1H OCEAN
-118.23
33.93
36
501
123
487
118
1.3
87,000
<1H OCEAN
-118.13
34.2
46
1,271
236
573
210
4.9312
240,200
INLAND
-120.46
39.83
18
3,406
673
1,567
617
2.2717
75,900
INLAND
-118.53
34.27
32
1,931
298
948
314
5.3847
329,200
<1H OCEAN
-117.1
32.72
5
1,615
387
1,094
394
2.2024
137,200
NEAR OCEAN
-121.28
38.14
37
3,278
623
1,431
575
3.3987
99,500
INLAND
-119.38
36.53
38
1,281
null
1,423
293
1.9602
51,400
INLAND
-118.09
33.92
36
847
185
713
194
4.8542
167,400
<1H OCEAN
-124.17
41.8
16
2,739
480
1,259
436
3.7557
109,400
NEAR OCEAN
-118.27
34.16
47
1,453
356
787
345
3.0114
255,500
<1H OCEAN
-118.18
34.02
43
887
219
965
217
2.625
133,900
<1H OCEAN
-118.13
33.92
36
984
183
615
206
4.1786
201,500
<1H OCEAN
-121.37
38.6
36
1,119
144
414
150
5.8336
283,300
INLAND
-118.42
34.03
44
629
131
326
156
4.5278
374,300
<1H OCEAN
-121.41
36.85
11
1,708
394
1,474
372
2.8839
145,900
INLAND
-119.31
36.31
18
3,860
760
1,643
664
2.0714
92,600
INLAND
-118.22
34.08
31
394
117
573
131
1.8173
154,200
<1H OCEAN
-122.55
37.91
48
1,283
278
567
255
3.2794
460,000
NEAR BAY
-121.19
38.67
16
1,754
284
773
277
4.817
147,000
INLAND
-119.71
36.8
17
1,415
267
861
293
3.25
81,400
INLAND
-118.46
35.13
19
3,109
640
1,457
620
2.6417
94,900
INLAND
-122.8
38.18
36
2,378
476
957
362
3.625
253,100
NEAR OCEAN
-117.26
32.98
12
3,900
977
1,690
892
4.125
226,900
NEAR OCEAN
-117.22
32.74
52
1,260
202
555
209
7.2758
345,200
NEAR OCEAN
-117.91
33.94
15
5,799
842
2,314
787
6.3433
350,500
<1H OCEAN
-117.39
34.12
7
5,059
780
3,253
801
4.9196
140,500
INLAND
-117.2
32.82
35
1,217
220
643
237
3.9464
171,600
NEAR OCEAN
-118.42
34.04
46
1,508
276
639
273
4.925
409,800
<1H OCEAN
-122.31
37.91
45
3,924
834
1,992
773
4.1146
177,800
NEAR BAY
-115.58
32.81
5
805
143
458
143
4.475
96,300
INLAND
-118.32
33.99
43
1,257
232
735
232
3.7167
108,900
<1H OCEAN
-118.34
34.12
41
3,257
679
1,237
638
4.2415
409,600
<1H OCEAN
-122.42
37.77
52
1,086
349
589
361
2.5186
250,000
NEAR BAY
-119.19
34.22
26
3,175
736
2,460
775
3.125
219,900
NEAR OCEAN
-121.86
37.27
17
4,393
709
2,292
692
5.6876
246,500
<1H OCEAN
-119.12
36.29
29
1,638
323
942
322
2.1731
66,200
INLAND
-120.98
37.67
33
1,433
298
824
302
2.7621
109,100
INLAND
-117.98
33.78
22
4,255
971
2,901
920
3.2636
180,200
<1H OCEAN
-118.42
34.05
38
4,888
1,126
1,698
937
4.8304
500,001
<1H OCEAN
-117.99
33.76
30
1,572
362
1,351
359
3.369
190,900
<1H OCEAN
-121.93
37.28
10
3,163
832
1,537
797
4.1674
214,000
<1H OCEAN
-117.62
34.02
9
4,265
587
2,280
589
5.5632
195,100
INLAND
-117.98
34.09
31
3,073
617
2,640
594
3.5
161,300
INLAND
-117.28
34.15
36
1,734
280
604
259
3.8292
122,200
INLAND
-117.35
33.17
36
1,977
423
812
387
3.625
198,000
NEAR OCEAN
-118.01
33.7
24
3,856
567
1,741
588
7.248
302,700
<1H OCEAN
-121.96
37.54
14
5,106
1,207
2,738
1,108
3.9909
236,000
<1H OCEAN
-122.15
37.69
39
1,670
308
957
335
5.1312
183,600
NEAR BAY
-119.84
36.8
19
3,244
776
1,463
710
2.0469
66,900
INLAND
-118.27
34.15
14
1,744
536
1,494
531
3.2171
230,800
<1H OCEAN
-122.08
37.36
31
2,717
376
1,001
381
9.281
500,001
NEAR BAY
-118.25
33.89
36
1,527
309
1,154
279
3.3095
105,500
<1H OCEAN
-120.31
37.11
38
1,696
301
985
278
2.4054
112,500
INLAND
-118.38
34.18
32
3,553
1,060
3,129
1,010
2.5603
174,200
<1H OCEAN
-122.82
38.44
23
1,551
236
555
243
4.6792
304,700
<1H OCEAN
-118.36
34.1
52
1,295
281
578
273
2.976
405,100
<1H OCEAN
-118.38
33.97
43
2,715
458
1,151
434
7.4897
362,600
<1H OCEAN
-118.03
34.05
36
1,359
317
1,557
370
2.7955
157,500
<1H OCEAN
-122.01
37.35
33
2,517
496
1,158
443
5.0785
289,500
<1H OCEAN
-118.48
34.21
25
2,879
723
2,077
649
3.3864
197,400
<1H OCEAN
-117.86
34.13
40
1,304
280
607
256
2.588
209,500
INLAND
-121.42
38.61
34
1,126
256
589
243
2.1776
84,400
INLAND
-118.43
34.09
27
1,613
200
497
197
7.9835
500,001
<1H OCEAN
-117.38
33.19
17
353
112
359
118
1.5625
162,500
NEAR OCEAN
-122.56
37.9
48
1,550
253
641
276
8.634
463,500
NEAR BAY
-122.66
38.48
21
2,066
393
919
395
3.267
176,200
<1H OCEAN
-121.84
39.74
43
2,976
599
1,181
560
2.2621
85,100
INLAND
-121.61
37.77
32
404
74
144
58
4.2083
125,000
INLAND
-120.93
37.72
18
391
71
247
71
4.3864
179,500
INLAND
-118.19
34.16
49
1,788
267
735
266
6.6009
375,700
<1H OCEAN
-121.45
38.54
47
1,159
250
810
244
2.7787
56,000
INLAND
-120.2
39.33
26
1,988
379
905
321
3.7841
109,500
INLAND
-118.36
34.04
48
1,769
429
993
405
2.3214
139,400
<1H OCEAN
-118.25
34.09
43
1,903
635
1,919
613
2.6336
174,300
<1H OCEAN
-117.34
34.39
8
3,579
672
2,216
630
3.4038
100,500
INLAND
-118.34
34.01
38
2,318
735
1,407
702
1.6187
266,700
<1H OCEAN
-117.64
33.62
16
3,970
771
1,202
734
3.4115
184,800
<1H OCEAN
-122.48
37.78
52
2,666
515
1,362
494
4.218
393,800
NEAR BAY
-122.48
38.48
29
2,278
397
765
322
4.6379
348,200
INLAND
-119.45
36.16
27
2,119
373
1,268
345
2.8152
106,900
INLAND
-118.04
33.71
12
4,014
868
1,605
769
6.0102
396,900
<1H OCEAN
-119.71
36.81
9
1,122
290
662
284
2.0536
55,000
INLAND
-121.27
38.66
15
2,642
520
1,032
475
4.1382
189,800
INLAND
-118.36
34.06
39
2,810
670
1,109
624
3.25
355,000
<1H OCEAN
-117.92
34.08
35
2,108
408
1,257
414
4.1312
185,200
<1H OCEAN
-118
33.9
35
1,942
332
1,127
325
4.5144
206,300
<1H OCEAN
-117.03
32.79
17
7,352
1,699
3,331
1,634
2.7006
166,300
<1H OCEAN