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
-117.91
33.62
32
1,997
427
944
426
4.4063
500,001
<1H OCEAN
-122.47
37.78
52
2,635
587
1,302
577
3.7292
416,700
NEAR BAY
-117.33
34.12
38
1,703
385
1,356
363
2.0391
70,400
INLAND
-118.37
33.88
26
2,620
530
1,282
525
4.4828
340,700
<1H OCEAN
-122.2
37.77
43
2,430
502
1,537
484
2.898
121,400
NEAR BAY
-122.02
36.98
21
1,484
394
984
380
2.1734
187,500
NEAR OCEAN
-119.69
36.83
32
1,098
null
726
224
1.4913
54,600
INLAND
-119.04
35.32
20
37
11
34
8
1.2
50,000
INLAND
-117.84
33.79
34
2,590
603
1,658
608
2.378
199,600
<1H OCEAN
-120.11
36.96
17
3,344
570
1,624
536
3.8952
95,300
INLAND
-118.01
34.13
38
3,374
671
1,906
640
4.0729
212,300
INLAND
-121.04
37.3
6
2,657
486
1,409
392
3.3824
115,500
INLAND
-117.99
33.69
17
3,386
729
1,715
666
3.7479
213,000
<1H OCEAN
-117.92
34
36
116
30
193
35
3.8125
136,300
<1H OCEAN
-122.04
37.37
33
2,757
489
1,201
481
5.0453
311,600
<1H OCEAN
-121.44
38.53
37
1,951
432
1,089
411
2.3272
80,600
INLAND
-117.25
32.82
23
6,139
826
2,036
807
9.5245
500,001
NEAR OCEAN
-117.59
33.43
14
3,223
484
1,230
488
6.5964
358,800
NEAR OCEAN
-118.1
34.11
49
3,367
523
1,317
495
6.706
351,400
<1H OCEAN
-118.15
34.18
45
2,612
664
3,117
584
2.3029
148,800
<1H OCEAN
-122.02
37.6
36
1,633
345
1,382
338
3.694
159,600
NEAR BAY
-121.84
39.73
52
857
232
520
198
0.987
112,500
INLAND
-117.25
34.13
35
861
148
381
138
2.5234
88,200
INLAND
-117.62
33.47
4
1,812
255
661
211
6.487
294,200
NEAR OCEAN
-122.28
37.88
52
1,909
416
811
406
3.006
227,900
NEAR BAY
-122.18
38.49
15
1,743
366
655
264
3.3393
146,900
INLAND
-121.03
37.69
5
4,034
771
1,967
742
3.8065
146,000
INLAND
-117.25
32.75
32
3,551
1,037
1,731
935
2.2017
208,300
NEAR OCEAN
-121.83
38
15
6,365
1,646
3,838
1,458
2.5495
103,600
INLAND
-118.04
34.08
35
1,148
258
975
253
4.037
173,300
<1H OCEAN
-117.3
33.25
22
2,329
419
1,456
381
3.7933
131,000
<1H OCEAN
-118.15
34.04
39
1,099
263
787
269
3.7794
194,600
<1H OCEAN
-118.16
33.78
52
3,248
853
1,819
815
3.1739
222,900
NEAR OCEAN
-118.46
34.02
39
3,599
776
1,569
763
5.2571
405,400
<1H OCEAN
-118.25
34.07
47
2,059
618
2,033
544
1.9028
217,900
<1H OCEAN
-118.56
34.2
36
1,544
308
891
286
4.175
190,900
<1H OCEAN
-118.4
34.19
35
2,180
599
1,483
574
3.0395
191,300
<1H OCEAN
-122.14
37.67
36
1,487
249
641
243
4.0682
196,200
NEAR BAY
-117.07
33.12
21
4,578
927
2,818
900
3.1458
187,700
<1H OCEAN
-122.43
37.79
24
2,459
1,001
1,362
957
2.6782
450,000
NEAR BAY
-122.69
38.32
15
2,536
414
1,400
426
5.6613
172,400
<1H OCEAN
-122.48
37.71
29
1,048
150
455
152
6.1278
417,600
NEAR OCEAN
-117.17
32.75
28
1,514
384
540
352
2.1532
240,000
NEAR OCEAN
-122.71
38.46
42
1,574
376
844
369
2.314
169,400
<1H OCEAN
-122.49
37.92
26
2,170
347
849
318
6.2953
386,200
NEAR BAY
-119.72
34.44
50
3,265
509
1,256
443
6.3997
500,001
<1H OCEAN
-117.23
32.74
44
1,404
229
513
217
4.1806
263,800
NEAR OCEAN
-122.07
37.31
24
4,401
698
1,818
685
7.2986
500,001
<1H OCEAN
-117.69
33.55
9
3,856
571
1,646
576
6.8007
318,300
<1H OCEAN
-118.38
34.09
24
8,264
2,437
3,148
2,274
3.5659
281,300
<1H OCEAN
-117.94
33.82
29
1,422
409
1,057
390
2.3347
208,100
<1H OCEAN
-121.03
37.55
32
946
198
624
173
1.9728
97,900
INLAND
-121.14
37.48
6
1,772
332
1,011
331
3.7045
128,100
INLAND
-121.94
36.55
30
2,722
584
628
384
3.4048
487,100
NEAR OCEAN
-119.16
34.28
11
5,330
1,056
2,801
1,028
4.763
232,700
NEAR OCEAN
-122.04
38.26
34
3,082
702
1,795
703
2.7885
105,900
INLAND
-117.35
33.96
25
2,396
316
951
314
8.2405
235,200
INLAND
-117.98
33.92
27
3,700
null
1,793
552
5.3668
219,800
<1H OCEAN
-122.08
37.71
38
3,716
657
1,784
652
4.8237
220,900
NEAR BAY
-119.8
34.43
27
3,143
537
1,760
570
4.6957
271,500
NEAR OCEAN
-118.36
34.18
31
1,109
354
1,119
334
2.3056
200,000
<1H OCEAN
-122.43
37.75
52
2,700
595
1,181
575
3.575
396,800
NEAR BAY
-117.95
34
34
2,376
468
1,858
449
4.1328
176,300
<1H OCEAN
-121.8
37.26
26
1,394
238
990
315
4.8862
195,000
<1H OCEAN
-118.31
33.79
38
1,601
352
711
304
3.3958
250,000
<1H OCEAN
-117.78
34.06
33
1,056
272
964
300
2.4464
128,700
INLAND
-122.22
37.8
52
2,286
464
1,073
441
3.0298
199,600
NEAR BAY
-121.18
38.69
7
7,104
970
2,772
920
6.3528
274,500
INLAND
-118.3
33.79
13
3,569
924
2,159
880
3.163
224,200
<1H OCEAN
-117.62
34.15
16
13,556
1,704
5,669
1,668
6.5138
311,500
INLAND
-122.05
37.33
17
3,674
824
1,364
694
6.3131
436,400
<1H OCEAN
-122
37.98
31
2,030
337
867
341
5.0915
193,200
INLAND
-118.06
33.98
50
1,146
238
579
213
2.9583
172,600
<1H OCEAN
-117.16
32.74
52
852
262
389
249
2.6042
225,000
NEAR OCEAN
-122.3
37.9
37
2,125
489
912
462
2.9219
217,200
NEAR BAY
-118.3
33.74
20
2,625
673
1,184
606
3.9167
285,200
NEAR OCEAN
-117.7
33.51
2
5,261
763
1,460
599
6.8279
279,000
<1H OCEAN
-122.1
37.89
21
3,282
653
1,398
601
5.2079
310,300
NEAR BAY
-117.01
32.79
33
4,015
663
1,864
664
4.3152
159,300
<1H OCEAN
-122.29
37.51
35
3,040
520
1,374
518
6.1004
426,400
NEAR OCEAN
-122.5
37.76
48
1,408
295
891
269
3.8333
296,300
NEAR OCEAN
-119.24
35.68
21
1,885
398
1,539
388
2.5208
58,500
INLAND
-118.09
34.05
22
1,764
357
1,379
363
3.5357
199,000
<1H OCEAN
-118.83
34.17
17
4,668
628
1,917
624
8.1397
353,900
<1H OCEAN
-122.23
37.48
33
3,108
805
1,895
717
3.3015
267,700
NEAR OCEAN
-117.34
34
27
321
64
214
67
3.175
101,600
INLAND
-117.34
34.18
7
2,914
481
1,584
499
4.6312
124,900
INLAND
-122.56
38.06
19
15,622
2,721
6,109
2,615
5.0965
295,300
NEAR BAY
-117.8
33.69
14
1,800
362
874
373
4.2083
251,000
<1H OCEAN
-118.18
34.05
41
389
102
455
107
2.7031
109,200
<1H OCEAN
-118.35
34.22
41
1,560
374
1,668
389
3.025
154,300
<1H OCEAN
-119.06
36.15
20
1,282
273
852
247
1.6354
49,000
INLAND
-116.48
33.79
14
9,425
2,020
1,711
1,000
2.6298
145,200
INLAND
-122.3
38
34
1,712
317
956
341
4.4394
162,000
NEAR BAY
-118.24
34.13
37
1,644
395
959
383
3.3636
257,700
<1H OCEAN
-120.85
37.06
31
2,609
645
1,796
629
1.5479
82,000
INLAND
-116.99
33.77
7
10,352
2,007
3,559
1,689
2.2925
113,100
INLAND
-121.3
38.58
19
2,653
680
1,419
579
2.3787
91,300
INLAND
-121.96
37.36
16
5,040
1,325
3,150
1,196
4.2837
264,500
<1H OCEAN
-121.93
38.01
9
2,294
389
1,142
365
5.3363
160,800
INLAND