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
-118.12
33.76
45
3,035
516
1,127
527
7.0796
500,001
NEAR OCEAN
-115.96
33.3
27
322
81
112
57
1.125
54,400
INLAND
-122.46
37.76
52
2,236
545
1,186
532
3.4531
414,300
NEAR BAY
-118.12
34.02
32
1,789
528
1,429
517
1.8906
224,500
<1H OCEAN
-117.12
32.95
4
9,018
1,572
4,438
1,498
4.988
263,700
<1H OCEAN
-117
32.8
33
1,816
325
768
316
4.5662
150,300
<1H OCEAN
-117.46
34.1
7
1,759
473
1,064
328
1.9583
108,800
INLAND
-118.53
34.03
40
4,350
763
1,551
665
7.0318
500,001
<1H OCEAN
-122.28
37.89
52
2,315
408
835
369
4.5893
290,100
NEAR BAY
-118.33
33.91
8
10,731
3,335
7,211
3,028
2.455
192,700
<1H OCEAN
-120.15
37.69
13
866
252
369
165
2.875
70,200
INLAND
-120.06
36.98
12
2,710
575
1,724
516
1.4712
60,400
INLAND
-119.15
34.17
22
1,612
334
1,431
335
4.8125
194,400
NEAR OCEAN
-122.02
38.27
20
2,237
464
1,169
425
3.2115
99,100
INLAND
-118.14
34.15
17
1,896
674
971
652
0.8438
175,000
<1H OCEAN
-122.52
37.93
34
2,782
502
1,219
507
5.0779
333,900
NEAR BAY
-117.19
34.03
20
856
124
395
145
10.8634
381,800
INLAND
-118.29
33.87
32
1,700
340
864
317
4.381
238,700
<1H OCEAN
-118.2
33.85
46
1,854
462
1,360
429
2.4844
158,200
<1H OCEAN
-118.22
33.83
42
1,370
299
1,018
328
4.4474
160,200
<1H OCEAN
-122
39.94
27
852
176
464
148
1.7125
58,200
INLAND
-119.58
36.1
21
1,382
327
1,469
355
1.3967
46,500
INLAND
-120.02
39.24
22
2,309
571
919
342
3.0057
93,600
INLAND
-122.22
37.36
34
1,559
243
600
242
8.7382
500,001
NEAR OCEAN
-115.73
33.09
27
452
103
258
61
2.9
87,500
INLAND
-121.85
38.43
2
790
135
235
87
5.0862
166,500
INLAND
-117.16
33.76
11
4,934
929
2,508
840
2.625
155,400
INLAND
-116.8
32.8
11
3,874
565
1,672
546
6.1481
274,600
<1H OCEAN
-117.96
34.08
28
2,831
552
2,330
557
3.9741
173,100
<1H OCEAN
-118.24
34.14
20
3,196
994
2,929
983
3.0206
219,500
<1H OCEAN
-117.18
34.06
28
699
180
432
168
2.1875
81,900
INLAND
-122.04
37.54
26
2,145
369
1,285
377
4.9464
223,800
NEAR BAY
-120.83
38.74
17
3,685
775
1,714
734
2.2269
128,300
INLAND
-118.47
34.1
32
8,041
1,141
2,768
1,106
11.1978
500,001
<1H OCEAN
-118.12
33.94
33
2,394
576
1,166
548
2.7317
264,700
<1H OCEAN
-122.2
37.79
29
1,640
376
939
340
2.8321
150,000
NEAR BAY
-122.43
37.77
52
2,714
779
1,438
733
3.6031
275,000
NEAR BAY
-118.18
33.82
52
2,618
472
943
440
3.7895
254,000
NEAR OCEAN
-117.75
34.06
44
477
135
502
117
2.0156
112,500
INLAND
-122.27
37.85
50
1,279
300
675
255
1.9028
150,800
NEAR BAY
-122.14
37.42
46
206
44
134
51
4.15
265,000
NEAR BAY
-122.45
37.7
16
6,457
1,336
4,375
1,231
5.1788
267,000
NEAR OCEAN
-122.49
37.5
21
1,209
309
801
259
4.5625
500,000
NEAR OCEAN
-117.11
32.75
18
1,943
587
1,329
522
1.7696
103,100
NEAR OCEAN
-122.09
37.41
14
753
193
421
153
4.2463
266,700
NEAR BAY
-117.4
34.18
16
1,769
254
1,778
251
5.3671
181,800
INLAND
-121.38
36.84
6
3,769
669
2,061
648
4.1875
217,600
INLAND
-118.18
33.9
34
1,248
320
1,960
338
3.1012
140,400
<1H OCEAN
-117.9
34.08
32
2,068
356
976
370
5.212
201,200
<1H OCEAN
-117.91
33.78
33
2,729
549
2,223
535
4.0362
177,900
<1H OCEAN
-117.83
33.66
16
1,574
385
515
363
5.3423
291,700
<1H OCEAN
-121.43
37.74
52
994
258
623
264
1.725
111,500
INLAND
-119.27
34.28
50
1,710
412
915
380
3.1757
206,300
NEAR OCEAN
-121.27
38.67
16
3,185
886
1,550
802
2.5199
149,000
INLAND
-117.07
32.62
19
5,016
1,173
2,750
1,081
2.7838
155,900
NEAR OCEAN
-121.22
37.81
17
2,879
542
1,802
530
3.6378
126,100
INLAND
-118.28
33.97
38
1,819
497
2,110
499
1.6027
97,300
<1H OCEAN
-117.85
33.87
15
5,078
806
2,569
759
5.6549
301,900
<1H OCEAN
-119.23
34.15
18
6,213
1,188
2,679
1,000
3.748
380,400
NEAR OCEAN
-118.41
34.15
33
4,032
868
1,695
869
4.3468
425,900
<1H OCEAN
-118.27
33.99
30
504
140
529
123
1.9531
100,000
<1H OCEAN
-119.01
35.37
33
821
181
579
172
1.2469
46,700
INLAND
-118.15
33.97
33
1,903
469
1,882
435
2.4071
170,500
<1H OCEAN
-118.27
33.94
38
1,314
318
1,080
285
1.5872
89,800
<1H OCEAN
-119.69
34.43
43
1,257
311
671
263
2.875
280,600
<1H OCEAN
-123.21
39.15
31
2,685
675
1,367
626
1.6571
108,900
<1H OCEAN
-120.81
37.53
15
570
123
189
107
1.875
181,300
INLAND
-119.09
35.41
12
3,449
522
1,754
551
5.6235
130,600
INLAND
-118.37
34.24
40
1,283
246
594
236
4.1121
229,200
<1H OCEAN
-117.37
34.1
44
2,087
447
1,270
423
2.3889
86,100
INLAND
-121.37
38.69
35
1,851
327
1,007
286
3.2361
84,000
INLAND
-122.26
37.56
23
7,283
1,342
3,399
1,298
5.6683
391,000
NEAR BAY
-121.38
38.61
34
2,888
496
1,168
479
3.6053
148,600
INLAND
-118.28
34.03
40
2,118
796
2,195
658
1.7976
164,600
<1H OCEAN
-117.87
33.78
21
2,487
573
1,515
494
4.3039
168,500
<1H OCEAN
-117.98
33.65
22
3,592
527
1,598
523
6.5501
294,900
<1H OCEAN
-119.98
38.94
23
1,564
298
339
147
4.0417
99,300
INLAND
-117.19
32.75
52
1,495
230
459
190
8.1548
500,001
NEAR OCEAN
-122.23
37.84
47
3,175
454
1,098
485
5.2868
347,600
NEAR BAY
-121.48
38.57
38
1,145
324
596
288
1.78
114,300
INLAND
-121.62
39.16
16
2,037
464
1,267
451
2.4556
97,100
INLAND
-121.83
36.6
30
2,748
502
1,491
535
4.3472
185,000
<1H OCEAN
-117.12
33.14
12
2,363
408
1,211
396
3.8967
172,600
<1H OCEAN
-118.42
34.22
29
1,807
323
1,234
310
5.3767
233,000
<1H OCEAN
-121.53
38.6
25
5,154
1,105
3,196
1,073
2.7566
80,200
INLAND
-121.3
37.94
40
452
109
412
97
1.3417
60,800
INLAND
-121.3
38.13
27
1,004
192
470
192
2.8942
116,700
INLAND
-117.23
33.21
34
544
108
348
127
4.125
164,600
<1H OCEAN
-119.25
35.78
35
1,927
386
1,371
414
2.2981
69,900
INLAND
-122.6
38.24
16
1,410
209
741
229
4.725
204,500
<1H OCEAN
-121.2
37.8
28
3,264
576
1,512
567
3.7546
135,300
INLAND
-117.34
33.16
24
1,006
277
610
246
2.25
187,500
NEAR OCEAN
-122.98
38.44
29
4,450
939
1,328
590
3.1
162,100
<1H OCEAN
-124.18
40.79
40
1,398
311
788
279
1.4668
64,600
NEAR OCEAN
-117.86
33.89
22
4,386
593
1,915
592
6.6897
289,800
<1H OCEAN
-117.4
34.15
4
12,156
1,864
5,020
1,524
4.7909
149,200
INLAND
-118.21
34.22
37
2,260
322
941
303
8.3695
500,001
<1H OCEAN
-118.45
34.15
10
1,091
260
517
266
4.1727
332,600
<1H OCEAN
-117.18
34.06
52
954
233
533
239
1.3021
100,000
INLAND
-119.02
34.26
40
1,498
292
707
249
3.7974
228,700
<1H OCEAN