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
-117.04
34.04
30
3,474
735
1,674
691
2.5863
98,300
INLAND
-118.83
34.33
6
6,679
1,164
3,196
1,157
5.4493
242,600
<1H OCEAN
-119.1
36.43
24
1,039
190
643
193
2.6711
71,300
INLAND
-122.02
37.63
6
2,445
590
1,189
573
3.8958
301,100
NEAR BAY
-117.87
34.11
34
1,324
211
799
228
4.5234
192,200
<1H OCEAN
-118.22
33.89
26
266
75
252
59
2.1211
138,100
<1H OCEAN
-122.25
37.81
52
2,155
701
895
613
2.5795
350,000
NEAR BAY
-121.61
37.15
16
5,498
729
2,051
694
7.8601
416,300
<1H OCEAN
-122.02
37.3
32
2,134
328
903
322
6.359
341,900
<1H OCEAN
-122.04
36.97
30
2,695
424
1,098
420
5.3972
362,300
NEAR OCEAN
-116.57
33.94
29
551
166
224
107
1.1917
50,000
INLAND
-117.29
33.05
28
1,146
338
672
292
3.1667
300,000
NEAR OCEAN
-121.81
36.57
13
3,030
413
1,027
363
6.9615
500,001
<1H OCEAN
-118.48
34.28
35
1,511
274
873
254
5.5608
226,700
<1H OCEAN
-118.55
33.99
39
2,603
456
928
410
7.9096
500,001
NEAR OCEAN
-120.86
37.76
32
964
198
623
201
3.0917
88,900
INLAND
-122.24
37.76
49
2,428
525
1,110
492
3.6719
229,800
NEAR BAY
-122.36
37.59
20
2,638
854
1,352
718
3.5125
350,600
NEAR OCEAN
-122.5
38.4
36
1,860
364
777
339
4.1307
295,700
<1H OCEAN
-118.35
33.97
30
1,548
330
757
349
3.8056
323,800
<1H OCEAN
-122.14
39.65
33
419
77
190
67
3.6429
87,500
INLAND
-116.72
34.89
14
4,527
875
1,640
590
2.8594
81,700
INLAND
-117.26
33
31
2,695
491
1,059
451
4.7841
393,500
NEAR OCEAN
-118.42
34.03
44
904
176
358
158
3.3542
344,200
<1H OCEAN
-122.34
37.55
25
4,470
518
1,507
504
13.3913
500,001
NEAR OCEAN
-122.46
37.74
52
2,053
281
791
287
10.959
500,001
NEAR BAY
-118.2
34.08
41
1,807
429
1,699
424
2.2222
126,000
<1H OCEAN
-118.38
33.88
39
1,489
282
743
270
4.8611
456,100
<1H OCEAN
-121.08
40.19
11
919
199
69
43
1.6944
137,500
INLAND
-117.42
33.96
33
2,275
469
1,691
459
2.7452
98,100
INLAND
-122.33
37.99
4
3,999
1,079
1,591
887
3.911
112,500
NEAR BAY
-118.21
33.98
35
1,705
562
2,212
539
2.325
161,500
<1H OCEAN
-122.12
40.14
34
1,950
407
1,029
376
2.5197
82,300
INLAND
-117.57
33.88
39
679
164
769
179
2.3036
110,600
INLAND
-121.75
37.69
26
2,647
536
1,422
522
3.7212
183,800
INLAND
-118.37
33.91
35
1,742
283
812
282
5.6704
303,700
<1H OCEAN
-122.6
38.11
23
8,642
1,294
3,594
1,253
5.3962
301,500
<1H OCEAN
-116.86
34.31
19
1,649
328
382
151
4.0556
133,000
INLAND
-122.52
38.99
16
975
219
337
155
1.6607
77,800
INLAND
-122.27
38.29
36
1,446
306
678
295
2.8409
153,000
NEAR BAY
-119.18
34.2
21
494
127
489
106
2.6964
170,800
NEAR OCEAN
-120.99
38.67
8
4,913
744
2,005
723
5.4413
187,900
INLAND
-122.62
38.54
24
2,409
464
1,006
403
4.5167
265,200
<1H OCEAN
-118.09
34.17
36
2,875
552
1,131
458
4.3083
269,300
INLAND
-118.1
33.94
34
1,947
284
841
277
6.1814
453,600
<1H OCEAN
-120.18
39.17
18
1,703
360
354
163
3.6563
146,900
INLAND
-117.17
33.18
25
596
115
426
137
3.0221
214,300
<1H OCEAN
-121.92
36.55
52
2,616
483
582
313
3.275
500,001
NEAR OCEAN
-122.04
37.32
27
2,826
451
1,259
439
5.7528
431,400
<1H OCEAN
-121.51
38.55
46
1,485
278
531
291
2.7885
137,200
INLAND
-117.99
33.87
16
1,689
499
1,260
453
3.1205
174,000
<1H OCEAN
-121.98
37.34
33
3,570
776
1,922
761
4.9562
238,700
<1H OCEAN
-121.45
38.56
52
3,420
555
1,301
530
4.0417
173,800
INLAND
-120.84
37.5
47
2,310
484
1,126
447
2.2083
97,300
INLAND
-121.97
37.26
19
2,174
454
998
426
4.6827
255,100
<1H OCEAN
-120.97
37.66
21
2,760
632
1,260
576
2.0227
179,800
INLAND
-122.02
37.31
33
2,563
434
1,230
418
6.3197
340,100
<1H OCEAN
-117.23
34.51
9
5,756
807
2,158
758
5.5875
167,800
INLAND
-121.85
36.6
21
2,381
701
1,264
659
2.5372
218,000
<1H OCEAN
-119.48
36.5
32
3,451
625
1,968
574
2.9554
110,300
INLAND
-118.33
34.03
46
2,312
625
1,552
603
1.6429
125,000
<1H OCEAN
-117.11
32.74
25
2,846
644
2,272
632
2.2
98,700
NEAR OCEAN
-117.91
33.64
40
1,958
333
876
364
3.6406
326,100
<1H OCEAN
-121.44
37.74
25
456
116
370
106
3.1319
112,500
INLAND
-120.65
38.42
23
1,538
305
730
267
2.6078
116,700
INLAND
-121.68
39.13
17
1,969
297
717
268
3.4698
179,700
INLAND
-119.75
36.76
32
2,072
497
2,002
470
1.3278
44,500
INLAND
-121.35
38.51
29
2,337
391
1,054
352
4.2206
157,700
INLAND
-118.96
35.87
17
1,668
307
888
277
3.7794
96,200
INLAND
-122.43
37.81
52
4,309
942
1,297
798
4.6781
500,001
NEAR BAY
-121.93
38.02
13
1,524
286
940
308
5.1337
154,800
INLAND
-118.45
34.25
21
2,143
565
1,803
497
3.9833
162,500
<1H OCEAN
-118.56
34.19
34
2,579
561
1,237
517
4.433
235,100
<1H OCEAN
-121.46
38.66
3
3,438
603
1,602
554
3.9914
120,500
INLAND
-118.21
34.12
52
1,301
389
1,189
361
2.5139
190,000
<1H OCEAN
-115.38
32.82
38
1,892
394
1,175
374
1.9939
65,800
INLAND
-119.59
36.11
32
752
159
524
155
2.25
50,000
INLAND
-118
33.75
26
1,382
387
1,977
368
2.7589
137,500
<1H OCEAN
-118.04
33.86
21
2,870
437
1,671
470
7.2628
322,700
<1H OCEAN
-117.67
34.04
16
3,260
501
1,973
535
4.6563
162,000
INLAND
-118.18
33.98
30
1,735
573
2,237
545
2.3444
156,100
<1H OCEAN
-117.25
33.2
22
2,361
618
1,472
596
2.0625
124,500
<1H OCEAN
-118.48
34.19
36
2,058
423
1,132
423
3.8833
210,400
<1H OCEAN
-122.49
38.32
30
1,631
284
788
284
3.3098
195,500
<1H OCEAN
-117.25
34.49
4
2,372
361
1,017
322
5.1112
170,900
INLAND
-118.19
33.99
35
1,172
436
1,741
408
2.4596
154,700
<1H OCEAN
-119.54
36.52
16
2,703
415
1,106
372
4.2045
120,900
INLAND
-118.01
33.97
36
1,451
224
608
246
6.0648
290,800
<1H OCEAN
-121.79
37.38
22
3,650
527
1,637
520
5.3774
325,600
<1H OCEAN
-118.11
33.92
32
1,016
190
729
177
4.3
151,300
<1H OCEAN
-121.93
37.32
52
1,460
492
1,165
455
2.5833
167,500
<1H OCEAN
-118.35
34.05
33
2,880
836
1,416
736
2.6781
328,800
<1H OCEAN
-118.12
33.91
35
620
122
381
124
3.7917
183,900
<1H OCEAN
-118.34
34.01
35
1,359
359
655
341
2.5568
312,500
<1H OCEAN
-118.02
33.8
24
84
14
32
8
5.875
193,800
<1H OCEAN
-119.05
36.07
21
2,472
523
1,238
504
1.7756
62,900
INLAND
-116.38
33.73
10
11,836
2,405
3,811
1,570
4.0079
134,500
INLAND
-117.65
34.04
28
2,360
607
2,623
592
2.5048
100,000
INLAND
-119.15
34.83
6
8,733
1,600
2,006
736
4.5724
168,400
INLAND
-122.02
37.36
21
2,471
677
1,486
689
3.9038
243,800
<1H OCEAN