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
-117.25
33.36
6
3,725
960
2,833
915
2.3214
247,000
<1H OCEAN
-117.21
32.84
34
2,158
366
1,046
335
4.5402
182,100
NEAR OCEAN
-121.9
38.03
51
2,982
689
1,831
608
2.0034
87,700
INLAND
-118.42
34.12
27
2,089
303
654
270
12.3767
500,001
<1H OCEAN
-118.1
33.9
37
1,061
202
768
206
4.75
161,900
<1H OCEAN
-122.14
37.67
37
3,342
null
1,635
557
4.7933
186,900
NEAR BAY
-122.43
37.79
52
3,020
842
1,294
769
3.4375
500,001
NEAR BAY
-121.35
38.58
20
2,992
378
1,105
368
8.6572
320,200
INLAND
-117.62
33.42
23
2,656
515
998
435
4.0294
500,001
NEAR OCEAN
-118.27
33.96
38
1,126
270
999
265
0.5495
91,700
<1H OCEAN
-117.69
34.04
5
4,459
896
2,028
881
4.0096
182,600
INLAND
-118.16
33.91
28
2,922
739
3,013
673
2.9531
127,100
<1H OCEAN
-118.24
33.93
37
1,027
258
824
248
1.5132
86,300
<1H OCEAN
-122.29
37.85
52
477
119
218
106
2.5682
120,000
NEAR BAY
-118.2
33.92
45
1,283
null
1,025
248
3.2798
141,200
<1H OCEAN
-118.08
34.14
45
2,923
604
1,903
560
3.1729
218,700
INLAND
-119.82
36.77
36
2,252
468
1,117
442
2.9081
65,600
INLAND
-118.52
34.3
17
4,542
621
2,144
597
8.8467
450,700
<1H OCEAN
-121.2
38.68
9
2,200
422
938
369
3.4896
143,800
INLAND
-120.65
35.27
27
2,034
341
768
316
4.2411
258,900
NEAR OCEAN
-117.87
34.06
25
3,652
470
1,525
484
10.1248
428,500
<1H OCEAN
-117.87
33.63
9
6,163
1,004
1,912
903
10.8289
500,001
<1H OCEAN
-117.15
32.75
40
2,261
579
903
525
2.465
198,700
NEAR OCEAN
-121.42
38.65
21
2,274
495
1,157
445
2.098
49,800
INLAND
-119.28
34.42
23
4,763
828
2,198
771
4.8105
313,000
NEAR OCEAN
-118.4
33.87
34
3,145
786
1,352
727
5.0976
469,800
<1H OCEAN
-118.13
34.04
40
1,444
312
881
303
3.1083
220,500
<1H OCEAN
-124.02
40.8
22
2,588
435
1,198
442
3.9792
133,900
<1H OCEAN
-117.9
33.74
18
1,884
442
1,915
442
2.3783
166,700
<1H OCEAN
-119.57
36.7
7
1,761
309
974
308
3.7261
83,900
INLAND
-117.8
33.67
4
3,345
552
1,525
539
6.7962
329,100
<1H OCEAN
-120.26
37.99
12
2,726
517
1,351
474
3.5
107,100
INLAND
-121.3
38.67
20
1,234
208
649
211
4.8523
143,000
INLAND
-117.11
32.77
52
1,484
224
498
223
6.6053
331,400
NEAR OCEAN
-118.14
34.7
12
1,984
614
1,071
574
1.2532
102,100
INLAND
-117.26
34.24
10
4,750
844
1,220
428
4.5536
132,400
INLAND
-122.33
37.97
45
1,982
376
1,179
398
3.5463
130,800
NEAR BAY
-117.99
33.71
17
1,600
458
1,803
432
2.7865
216,700
<1H OCEAN
-117.96
33.86
32
2,366
505
1,283
477
3.3516
190,000
<1H OCEAN
-119.25
36.56
35
1,675
373
1,131
316
1.6722
59,100
INLAND
-119.18
34.16
12
460
101
405
103
5.2783
167,400
NEAR OCEAN
-120.15
39.2
14
1,382
242
141
66
4.1016
283,300
INLAND
-117.66
34.05
6
5,129
1,119
2,533
949
3.625
113,600
INLAND
-117.05
32.72
35
1,777
369
1,158
353
3.4107
117,000
NEAR OCEAN
-117.98
33.82
34
1,290
220
867
241
5.5486
218,100
<1H OCEAN
-121.28
38.64
19
3,574
669
1,373
643
3.6298
242,100
INLAND
-118.26
33.88
36
1,212
222
775
224
5.5591
136,500
<1H OCEAN
-117.86
34.1
23
2,535
490
1,327
466
3.5977
180,600
<1H OCEAN
-118.47
34.02
38
2,163
651
1,759
584
2.3382
297,500
<1H OCEAN
-117.11
32.75
20
1,667
469
1,292
445
2.0893
101,100
NEAR OCEAN
-122.44
37.78
37
1,235
314
481
297
3.6875
492,300
NEAR BAY
-124.15
40.78
41
2,127
358
911
349
3.1711
104,200
NEAR OCEAN
-122.4
37.6
52
1,380
203
530
210
6.221
420,300
NEAR OCEAN
-121.47
41.12
22
2,737
512
1,168
442
2.83
88,700
INLAND
-120.79
38.54
34
1,133
254
495
187
2.05
68,900
INLAND
-118.25
33.92
44
1,737
363
1,184
343
2.5363
95,900
<1H OCEAN
-117.17
34.12
2
3,867
573
1,275
433
5.4138
164,400
INLAND
-122.36
40.57
31
431
90
231
78
2.184
77,300
INLAND
-118.41
34.14
33
778
143
258
130
5.738
497,600
<1H OCEAN
-118.47
34.03
31
2,642
681
1,303
625
3.5987
340,500
<1H OCEAN
-118.29
33.72
25
2,469
584
1,253
535
3.1932
257,500
NEAR OCEAN
-118.14
33.95
44
1,812
338
822
314
6.7744
294,100
<1H OCEAN
-118.28
33.79
28
1,895
420
1,422
389
4.3816
191,300
<1H OCEAN
-122.04
37.9
20
5,467
1,044
2,310
963
5.6986
275,800
NEAR BAY
-118.02
33.65
38
2,548
646
755
399
2.8352
408,300
NEAR OCEAN
-121.91
37.24
24
5,046
1,001
2,449
968
4.7118
274,600
<1H OCEAN
-122.03
37.37
41
2,123
425
1,032
435
4.6957
284,800
<1H OCEAN
-121.8
37.35
15
2,781
498
1,389
475
5.614
223,300
<1H OCEAN
-122.17
37.72
5
1,692
398
814
328
3.663
158,300
NEAR BAY
-117.88
33.7
24
534
88
249
74
5.3254
240,500
<1H OCEAN
-116.96
32.79
19
3,008
693
2,341
689
2.6087
123,800
<1H OCEAN
-118.86
34.19
29
1,326
185
586
187
6.5474
422,900
<1H OCEAN
-122.29
38.31
45
3,075
754
1,635
723
2.2721
139,800
NEAR BAY
-117.99
33.84
31
2,982
547
1,895
570
4.9115
255,500
<1H OCEAN
-118.49
34.04
50
2,597
340
964
339
13.3036
500,001
<1H OCEAN
-120.45
34.65
27
2,215
578
1,544
527
1.9257
135,300
NEAR OCEAN
-118.75
34.33
27
534
85
243
77
8.2787
330,000
<1H OCEAN
-121.31
38
35
2,097
351
977
358
4.3958
108,400
INLAND
-118.1
34.01
23
1,724
576
1,336
542
1.3365
183,300
<1H OCEAN
-118.43
34.3
33
2,443
498
1,601
484
4.0223
146,000
<1H OCEAN
-121.62
36.71
24
4,195
706
2,200
647
4.3451
177,800
<1H OCEAN
-118.75
34.42
28
1,000
206
545
154
2.4167
191,700
<1H OCEAN
-117.06
33.01
9
2,470
417
904
427
4.4219
209,200
<1H OCEAN
-122.71
38.91
20
41
18
94
10
1.375
55,000
INLAND
-122.26
37.46
26
5,067
750
1,996
728
7.0001
500,001
NEAR OCEAN
-122.18
37.79
41
1,411
233
626
214
7.0875
240,700
NEAR BAY
-117.32
34.09
30
1,129
251
1,034
237
2.3917
78,600
INLAND
-117.86
33.76
34
3,153
561
1,679
532
4.7083
205,300
<1H OCEAN
-121.06
37.73
5
2,256
420
1,246
397
4.9236
155,900
INLAND
-118.41
34.24
38
490
101
402
100
3.125
175,900
<1H OCEAN
-122.07
37.58
16
1,644
251
1,033
267
6.5116
244,300
NEAR BAY
-117.06
33.17
4
5,465
974
2,844
950
4.4477
174,800
<1H OCEAN
-117.26
32.85
42
1,761
329
480
255
5.3787
500,001
NEAR OCEAN
-122.47
37.75
46
3,238
544
1,293
470
6.1592
381,700
NEAR BAY
-118.1
33.9
40
1,880
377
1,229
378
4.4167
174,600
<1H OCEAN
-118.21
33.92
41
1,722
363
1,432
326
3.2976
151,200
<1H OCEAN
-115.6
33.2
37
709
187
390
142
2.4511
72,500
INLAND
-117.43
33.93
15
4,836
1,368
3,012
1,240
2.1865
129,300
INLAND
-124.08
40.94
18
1,550
345
941
335
2.3147
70,100
NEAR OCEAN
-118.28
33.96
42
1,206
304
1,167
250
1.615
101,300
<1H OCEAN