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
-122.02
37.09
35
1,818
368
682
254
4.8611
240,000
NEAR OCEAN
-121.44
38.52
38
2,080
388
995
380
2.7697
76,600
INLAND
-117.03
33.12
25
3,142
446
1,286
419
5.4663
248,300
<1H OCEAN
-118.15
34.12
52
1,518
344
725
296
3.4018
204,500
<1H OCEAN
-117.88
34.12
35
1,574
276
1,088
289
4.0938
165,300
<1H OCEAN
-122.18
37.86
33
4,449
636
1,684
617
8.9571
399,700
NEAR BAY
-119.87
36.93
13
1,429
209
702
205
4.3625
111,800
INLAND
-122.46
37.72
45
2,399
419
1,225
399
4.0855
244,100
NEAR OCEAN
-120.54
37.68
18
335
76
189
67
1.2273
87,500
INLAND
-117.89
33.74
32
660
145
959
113
3.75
159,000
<1H OCEAN
-121.49
38.56
52
1,777
368
624
350
3.6729
137,800
INLAND
-122.46
37.88
35
2,492
409
812
373
8.8386
500,001
NEAR BAY
-121.8
37.35
27
2,358
415
1,562
383
5.2297
192,800
<1H OCEAN
-122.06
37.36
35
2,693
493
1,343
455
6.0777
327,500
<1H OCEAN
-121.89
36.59
32
784
112
262
114
6.918
500,001
NEAR OCEAN
-119.29
35.76
15
3,938
789
3,500
768
2.1295
59,800
INLAND
-118.24
34.15
19
4,852
1,465
3,171
1,332
2.5924
192,900
<1H OCEAN
-120.76
38.47
17
1,521
309
607
240
3.5
123,800
INLAND
-118.3
34.09
29
3,245
1,190
3,906
1,102
2.1927
253,300
<1H OCEAN
-118.4
34.41
22
4,443
560
1,573
496
10.0285
500,001
<1H OCEAN
-122.83
38.89
11
640
134
268
90
3.4514
100,000
<1H OCEAN
-122.14
37.47
37
3,373
815
2,909
705
2.8868
156,600
NEAR BAY
-121.95
37.28
52
777
148
362
144
4.0208
262,500
<1H OCEAN
-117.94
33.87
46
2,066
450
1,275
448
3.9375
187,000
<1H OCEAN
-121.4
36.86
36
1,256
270
910
255
1.9405
145,400
INLAND
-121.97
39.79
16
1,453
299
904
286
3.5735
89,600
INLAND
-122.03
37.94
21
5,541
776
2,214
737
5.5777
279,300
NEAR BAY
-117.56
33.94
29
266
42
136
40
1.625
164,300
INLAND
-118.39
34.06
37
2,975
705
1,291
654
5.3316
500,001
<1H OCEAN
-122.54
37.94
39
3,670
775
1,519
788
4.4081
435,200
NEAR BAY
-121.32
37.97
46
2,270
427
1,097
453
3.3235
87,800
INLAND
-122.28
37.75
20
1,156
365
583
326
3.1972
100,000
NEAR BAY
-122.2
37.47
40
2,959
389
985
365
9.9025
500,001
NEAR BAY
-117.67
33.61
24
3,859
661
1,972
624
5.7871
227,400
<1H OCEAN
-119.69
36.75
6
1,926
303
965
316
4.7463
93,100
INLAND
-118.41
34.18
35
2,785
663
1,631
614
3.9038
276,100
<1H OCEAN
-122.01
36.97
52
920
202
525
264
2.9444
232,800
NEAR OCEAN
-120.55
38.45
17
2,277
474
767
356
2.5208
99,100
INLAND
-116.25
33.75
33
278
91
375
81
2.025
50,000
INLAND
-118.24
33.89
34
1,479
332
1,166
322
2.6165
100,900
<1H OCEAN
-117.74
33.61
17
2,116
474
662
443
3.5625
180,800
<1H OCEAN
-117.14
32.71
52
800
313
1,337
282
1.5594
87,500
NEAR OCEAN
-118.31
33.74
36
2,464
472
1,111
457
4.5074
350,000
NEAR OCEAN
-118.64
34.19
33
3,017
494
1,423
470
5.6163
248,400
<1H OCEAN
-118.61
34.19
34
703
127
369
127
4.3125
210,100
<1H OCEAN
-121.45
38.48
24
1,766
340
1,028
372
3.5402
98,700
INLAND
-118.18
33.85
40
2,597
582
1,285
559
3.975
213,800
<1H OCEAN
-116.53
33.84
28
8,399
1,839
3,470
1,340
2.5885
159,000
INLAND
-121.64
40.9
24
2,237
434
834
318
1.7538
90,300
INLAND
-119.8
36.82
24
5,377
1,005
2,010
982
3.4542
121,200
INLAND
-117.87
33.73
45
2,264
null
1,970
499
3.4193
177,000
<1H OCEAN
-118.18
34.05
41
762
147
817
176
3.75
123,100
<1H OCEAN
-122.3
37.92
32
3,943
605
1,524
614
6.0677
321,600
NEAR BAY
-117.12
32.9
13
1,743
363
854
353
4.6667
138,200
<1H OCEAN
-122.23
37.76
52
3,011
542
1,303
535
5.1039
273,800
NEAR BAY
-118.32
34.06
52
955
100
457
120
15.0001
500,001
<1H OCEAN
-120.59
35.11
25
3,642
726
1,729
673
3.155
205,400
<1H OCEAN
-121.32
38.62
33
898
190
470
201
2.6897
148,300
INLAND
-122.21
37.43
23
5,741
1,012
1,843
888
5.7211
500,001
NEAR OCEAN
-118.28
33.94
32
1,381
375
1,268
354
1.1051
94,200
<1H OCEAN
-118.38
34.22
20
1,176
344
864
318
2.375
177,700
<1H OCEAN
-122.33
37.98
32
1,967
348
1,144
364
4.4135
150,100
NEAR BAY
-122.25
37.76
52
2,876
648
1,340
632
3.567
252,900
NEAR BAY
-118.2
33.98
43
1,091
320
1,418
316
2.1522
159,400
<1H OCEAN
-120.66
35.27
46
2,217
544
1,107
527
2.8009
192,600
NEAR OCEAN
-117.87
33.86
19
2,232
448
1,149
417
3.1534
324,400
<1H OCEAN
-121.06
37.7
7
9,374
1,847
4,827
1,722
3.462
151,900
INLAND
-121.88
38.03
10
2,769
619
1,045
469
4.1111
158,600
INLAND
-118.12
34.08
35
2,248
null
1,762
622
3
253,900
<1H OCEAN
-118.14
34.19
45
3,595
619
1,686
607
4.73
201,000
INLAND
-118.57
34.29
4
6,995
1,151
2,907
1,089
7.0808
341,200
<1H OCEAN
-118.3
34.08
34
1,562
651
1,774
559
1.5685
225,000
<1H OCEAN
-118.29
34.16
35
1,257
318
764
319
3.2083
238,000
<1H OCEAN
-117.01
32.83
17
15,401
3,280
7,302
3,176
3.3067
121,900
<1H OCEAN
-117.7
33.72
6
211
51
125
44
1.9659
500,001
<1H OCEAN
-117.12
32.75
13
2,795
773
1,869
690
2.1767
101,800
NEAR OCEAN
-118.24
34.07
27
223
80
249
82
1.6136
137,500
<1H OCEAN
-122.08
37.71
38
1,663
295
781
301
5.0519
227,000
NEAR BAY
-117.4
33.95
43
633
166
292
135
1.1601
121,400
INLAND
-121.84
37.32
22
3,015
581
2,491
530
4.3419
176,300
<1H OCEAN
-117.75
34.05
35
1,293
339
1,494
312
1.6645
93,300
INLAND
-118.42
34
45
1,807
355
883
371
5.0357
329,800
<1H OCEAN
-118.6
34.19
16
14,912
4,183
5,105
3,302
2.8312
213,900
<1H OCEAN
-118.27
34.1
41
3,729
740
1,364
707
5.7778
412,700
<1H OCEAN
-120.7
35.14
17
5,805
1,097
1,919
932
3.5352
357,800
NEAR OCEAN
-122.43
37.76
52
2,332
434
861
406
4.4318
437,500
NEAR BAY
-117.32
34.12
39
2,210
498
1,752
477
1.4066
66,400
INLAND
-119.46
36.91
12
2,980
495
1,184
429
3.9141
123,900
INLAND
-117.01
32.85
23
2,592
414
1,401
431
5.4903
151,400
<1H OCEAN
-122.04
38.25
38
1,214
244
632
254
2.8438
94,200
INLAND
-118.39
33.88
31
1,448
244
607
259
8.1513
500,001
<1H OCEAN
-118.45
34.19
11
2,479
900
2,466
855
2.2264
181,300
<1H OCEAN
-117.98
35.13
5
4,849
920
2,504
847
3.5391
81,900
INLAND
-118.4
34.16
45
1,176
250
471
228
2.3333
364,700
<1H OCEAN
-118.2
33.93
38
1,626
307
1,280
295
3.5313
146,500
<1H OCEAN
-116.27
34.13
37
452
109
184
59
3.7292
65,800
INLAND
-121.95
37.35
52
2,382
523
1,096
492
4.2656
236,100
<1H OCEAN
-122.47
37.7
45
3,290
693
2,466
666
3.6588
238,600
NEAR OCEAN
-118.34
33.86
35
1,936
343
1,008
346
5.4791
285,900
<1H OCEAN
-122.26
37.81
34
5,871
1,914
2,689
1,789
2.8406
335,700
NEAR BAY