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
-117.9
34.13
37
1,801
422
1,564
425
3.1597
133,000
<1H OCEAN
-117.28
34.14
40
2,364
438
968
416
3.4906
93,300
INLAND
-122.04
37.3
25
3,807
600
1,678
600
6.6818
411,300
<1H OCEAN
-122.4
37.71
47
1,649
328
1,183
356
3.3625
223,700
NEAR BAY
-118.09
33.77
26
5,359
1,508
1,829
1,393
1.7675
61,300
<1H OCEAN
-122.02
37.99
37
2,247
416
1,237
397
4.45
161,900
NEAR BAY
-118.3
33.98
48
2,010
445
1,208
404
1.6611
95,800
<1H OCEAN
-119.08
36.13
21
2,271
376
1,145
372
3.1528
113,700
INLAND
-121.69
36.81
18
2,837
522
1,454
458
4.5272
221,000
<1H OCEAN
-117.25
32.81
32
2,402
551
1,020
532
3.3942
307,400
NEAR OCEAN
-122.17
37.74
34
1,223
281
824
280
2.2917
92,500
NEAR BAY
-116.86
33.97
11
658
131
376
120
2.3977
58,000
INLAND
-121.17
38.68
37
1,252
267
686
256
3
121,900
INLAND
-119.85
36.43
23
1,824
354
1,146
362
2.8913
60,900
INLAND
-120.45
34.64
30
2,330
422
1,255
449
3.8512
134,600
NEAR OCEAN
-118.05
34.08
34
572
154
752
182
2.0433
138,800
<1H OCEAN
-120.78
38.74
28
4,236
877
2,008
881
2.1603
111,300
INLAND
-123.2
39.15
27
990
238
592
225
2.0074
96,200
<1H OCEAN
-118.34
34.04
35
2,345
607
2,042
565
2.5955
139,700
<1H OCEAN
-118.31
34.01
50
1,463
354
912
293
1.7386
109,400
<1H OCEAN
-118.49
34.28
27
2,535
389
1,071
386
6.8695
319,400
<1H OCEAN
-118.43
34.04
52
1,782
308
735
307
5.2954
485,100
<1H OCEAN
-121.06
37.42
52
504
96
295
97
3.5
73,500
INLAND
-122.28
37.86
52
2,031
450
958
445
1.9327
169,900
NEAR BAY
-117.9
33.66
22
3,568
938
1,952
938
3.1667
161,000
<1H OCEAN
-120.04
36.74
14
3,182
730
2,298
721
1.6168
71,800
INLAND
-122.08
37.34
23
2,597
335
922
338
10.5142
500,001
<1H OCEAN
-119.63
36.35
4
1,684
343
920
324
4.2396
90,600
INLAND
-117.23
32.73
36
2,052
287
699
265
7.5557
441,400
NEAR OCEAN
-117.28
33.18
16
3,002
591
842
538
2.1205
157,300
NEAR OCEAN
-117.4
33.96
51
1,806
322
709
298
3.575
125,500
INLAND
-117.94
33.76
27
2,512
506
1,861
511
4.2386
184,200
<1H OCEAN
-121.83
37.32
21
4,559
1,163
5,124
1,124
3.2052
179,000
<1H OCEAN
-121.95
38.02
9
3,360
833
2,041
810
2.1013
100,700
INLAND
-118.42
34.24
35
1,507
281
1,025
286
4.5833
177,200
<1H OCEAN
-118.43
34.02
38
2,172
437
830
368
3.9091
500,001
<1H OCEAN
-118.99
34.23
9
10,618
1,617
4,830
1,606
6.6246
284,200
<1H OCEAN
-117.19
33.34
15
3,310
488
1,104
460
6.1009
314,400
<1H OCEAN
-118.29
33.91
28
1,501
446
1,028
418
2.3043
177,500
<1H OCEAN
-118.46
34.01
46
1,379
239
688
269
6.8901
500,001
<1H OCEAN
-122.64
41.73
36
3,319
664
1,492
631
1.8694
71,200
INLAND
-118.31
33.96
48
2,015
356
1,020
338
4.0625
138,700
<1H OCEAN
-118.33
34.01
44
1,762
463
786
445
1.9231
188,500
<1H OCEAN
-119.77
36.44
26
1,727
289
802
259
3.2083
75,000
INLAND
-121.91
37.31
46
3,052
587
1,373
590
4.7287
340,000
<1H OCEAN
-118.34
33.83
34
1,761
329
965
329
5.399
358,500
<1H OCEAN
-122.3
38.29
48
2,278
477
1,219
453
2.9643
154,000
NEAR BAY
-120.86
37.77
28
1,208
232
535
232
2.3523
94,700
INLAND
-122.42
37.6
34
3,562
565
1,542
563
5.8783
405,100
NEAR OCEAN
-121.29
38.03
16
4,356
881
1,629
818
2.2672
91,100
INLAND
-118.35
34.17
42
1,604
326
814
329
4.4408
216,000
<1H OCEAN
-117.17
32.78
42
1,104
305
892
270
2.2768
145,200
NEAR OCEAN
-119.85
37.39
14
2,744
555
1,153
474
2.753
111,100
INLAND
-120.99
37.69
25
2,773
384
1,060
381
6.4788
199,400
INLAND
-121.31
38.01
22
2,101
514
1,304
511
2.8348
101,600
INLAND
-117.12
32.74
52
1,969
389
877
424
3.79
163,400
NEAR OCEAN
-118.33
34.2
23
7,179
1,985
4,757
1,924
3.1051
206,500
<1H OCEAN
-121.23
37.87
49
98
24
59
26
3.65
162,500
INLAND
-119.55
36.6
18
2,379
448
1,638
436
2.309
57,100
INLAND
-122.06
37.7
37
1,893
310
821
315
4.6005
231,600
NEAR BAY
-118.19
34.05
46
1,051
302
1,435
305
1.6667
133,600
<1H OCEAN
-116.99
33.92
26
503
69
293
59
3.7083
147,500
INLAND
-117.31
34.1
52
1,457
415
1,238
341
2.0089
68,100
INLAND
-118.31
33.94
43
2,104
393
1,132
394
3.0682
142,000
<1H OCEAN
-118.19
34.05
42
1,291
345
1,535
332
1.9083
119,200
<1H OCEAN
-122.35
37.97
43
2,178
482
1,545
471
2.5863
112,200
NEAR BAY
-121.67
36.58
11
5,892
837
2,327
812
6.1551
291,800
<1H OCEAN
-118.55
34.19
31
1,856
370
990
360
4.3654
223,800
<1H OCEAN
-117.96
33.8
30
729
131
488
139
4.7667
195,200
<1H OCEAN
-117.89
34.14
15
4,644
967
2,855
867
3.3654
222,100
<1H OCEAN
-122.71
38.34
22
1,249
335
699
308
2.6033
121,600
<1H OCEAN
-122.21
37.46
48
2,560
322
921
301
10.8758
500,001
NEAR OCEAN
-115.54
32.79
23
1,712
403
1,370
377
1.275
60,400
INLAND
-120.55
41.61
22
9,047
1,831
4,276
1,622
2.0802
47,900
INLAND
-122.26
37.85
52
3,618
768
1,508
755
3.2619
309,600
NEAR BAY
-118.44
34.21
20
5,756
1,477
4,031
1,369
3.2448
221,200
<1H OCEAN
-117.02
32.81
14
3,173
599
1,451
585
3.7292
182,200
<1H OCEAN
-118.61
34.22
24
5,256
758
2,474
780
7.3252
333,700
<1H OCEAN
-118.16
33.88
30
1,694
398
1,181
383
2.9779
169,500
<1H OCEAN
-119.51
34.4
15
1,112
256
411
245
2.0625
314,300
NEAR OCEAN
-118.17
33.96
25
3,297
1,066
5,027
1,041
2.2817
164,200
<1H OCEAN
-117.81
33.73
19
5,471
1,345
2,828
1,247
3.5719
252,800
<1H OCEAN
-117.37
33.97
40
1,166
250
976
244
1.95
84,800
INLAND
-117.71
33.54
7
4,907
577
1,883
556
10.4415
453,800
<1H OCEAN
-122.11
37.37
49
1,068
190
410
171
7.2045
500,001
NEAR BAY
-119.88
36.83
2
4,055
735
1,730
654
4.2132
96,500
INLAND
-117.25
34.11
32
2,910
641
2,011
614
2.7473
70,800
INLAND
-119.86
34.38
26
1,626
375
1,580
359
2.1471
187,500
NEAR OCEAN
-121.27
37.93
24
1,451
320
1,413
283
2.125
61,200
INLAND
-121.42
38.54
29
2,358
493
1,071
470
2.925
94,300
INLAND
-117.06
34.17
21
2,520
582
416
151
2.712
89,000
INLAND
-121.84
37.25
25
5,939
989
3,275
954
5.6488
234,600
<1H OCEAN
-118.25
34.14
37
584
260
552
235
1.8235
275,000
<1H OCEAN
-117.04
32.58
14
2,355
406
1,883
401
5.0311
152,100
NEAR OCEAN
-116.17
33.66
22
639
203
664
153
1.9306
47,500
INLAND
-122.07
37.34
33
1,208
198
495
216
5.4659
500,001
<1H OCEAN
-118.32
33.9
36
1,741
412
1,245
423
4.1344
210,300
<1H OCEAN
-118.45
34.06
20
3,367
1,264
2,667
1,131
2.2444
500,000
<1H OCEAN
-121.92
36.95
29
3,457
699
1,327
563
3.6597
252,300
NEAR OCEAN
-121.99
36.98
40
1,104
224
669
215
4.3409
256,300
NEAR OCEAN