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
-117.66
34.04
16
2,081
348
1,332
356
4.7872
147,600
INLAND
-121.8
39.75
11
7,212
1,355
3,264
1,264
3.1125
122,600
INLAND
-118.28
34.25
35
2,045
450
1,166
407
3.5214
197,600
<1H OCEAN
-116.42
33.51
26
186
48
102
39
2.5625
103,100
INLAND
-117.09
32.74
42
1,986
472
1,472
475
2.1757
110,100
NEAR OCEAN
-122.42
37.66
26
3,253
932
2,246
855
2.6631
244,000
NEAR OCEAN
-122.24
37.47
35
2,283
491
1,148
436
4.5556
318,600
NEAR OCEAN
-117.97
34.05
36
1,299
206
763
216
3.5179
161,400
<1H OCEAN
-119.25
36.27
23
1,494
275
678
235
2.6875
69,100
INLAND
-119.35
36.33
14
1,195
220
568
229
3.1486
105,600
INLAND
-121.5
38.49
32
4,013
725
2,032
675
3.3689
83,400
INLAND
-122.46
37.71
52
1,642
351
1,138
340
4.1406
219,500
NEAR OCEAN
-118.18
33.95
42
2,608
610
2,062
616
3.5341
167,500
<1H OCEAN
-117.99
33.81
42
161
40
157
50
2.2
153,100
<1H OCEAN
-118.35
34.04
38
1,626
375
1,019
372
2.3687
146,800
<1H OCEAN
-119.75
36.8
25
2,718
504
1,257
465
2.3333
90,600
INLAND
-118.37
33.97
21
3,616
1,060
2,515
945
2.7464
153,100
<1H OCEAN
-118.47
34.19
41
1,104
196
495
196
5.0929
225,000
<1H OCEAN
-122.47
37.76
34
2,807
487
1,152
445
5.1893
420,300
NEAR BAY
-119.27
34.44
22
3,527
711
1,483
640
2.7019
234,700
<1H OCEAN
-118.06
33.89
26
2,483
412
1,538
449
5.1104
220,500
<1H OCEAN
-118.34
33.87
28
4,605
1,188
2,558
1,093
3.6988
266,600
<1H OCEAN
-121.4
38.55
19
2,497
494
748
442
2.925
142,400
INLAND
-121.85
38
24
2,269
584
1,239
542
2.0411
100,000
INLAND
-122.46
37.76
52
1,817
449
948
380
3.93
390,000
NEAR BAY
-121.84
38.13
33
596
105
212
94
4.2813
81,300
INLAND
-121.32
37.96
5
123
21
50
20
2.7656
50,000
INLAND
-121.36
38.66
22
2,878
599
1,362
541
2.7955
96,500
INLAND
-122.5
37.76
52
2,018
422
1,142
463
3.7083
307,700
NEAR OCEAN
-122.48
37.69
42
2,993
512
1,594
546
4.4821
252,400
NEAR OCEAN
-123.66
41.3
22
1,580
372
686
264
1.8065
62,700
<1H OCEAN
-118.06
34.15
37
1,980
226
697
226
15.0001
500,001
INLAND
-117.89
33.89
17
1,671
192
678
206
13.1107
467,600
<1H OCEAN
-117.96
33.66
19
5,925
744
2,302
729
7.5699
333,300
<1H OCEAN
-121.98
38.36
30
140
35
103
35
4.163
112,500
INLAND
-118.39
34.21
32
1,869
441
1,516
432
3.6845
178,500
<1H OCEAN
-119.28
36.32
29
2,274
514
1,234
521
1.9138
66,900
INLAND
-122.06
38.25
36
1,818
323
953
298
3.3153
99,000
INLAND
-117.98
33.93
27
3,142
509
1,520
503
6.2924
232,500
<1H OCEAN
-118.14
33.87
21
6,618
1,773
4,396
1,649
3.0989
171,400
<1H OCEAN
-118.96
35.39
23
5,624
1,148
2,842
1,042
3.1297
79,000
INLAND
-118.31
34.17
24
2,910
917
2,522
873
2.4074
219,400
<1H OCEAN
-118.53
34.23
32
4,039
984
2,675
941
3.0321
240,000
<1H OCEAN
-117.81
33.75
25
2,365
471
1,197
458
3.7031
227,800
<1H OCEAN
-118.16
33.97
32
1,347
434
1,756
438
1.9464
190,600
<1H OCEAN
-120.88
37.53
18
239
39
92
36
5.3168
175,000
INLAND
-119.56
36.71
37
1,609
374
1,173
344
2.181
59,900
INLAND
-121.27
38.12
44
2,356
482
1,043
443
2.4949
108,000
INLAND
-118.44
33.95
37
2,076
332
771
327
6.2551
500,001
<1H OCEAN
-118.4
33.96
43
2,416
454
1,028
409
5.6732
330,700
<1H OCEAN
-118.32
34.04
42
1,766
404
1,117
367
2.0259
168,800
<1H OCEAN
-120.94
37.63
43
244
52
176
60
1.425
69,400
INLAND
-122.34
37.93
30
2,515
481
1,327
428
2.1287
95,000
NEAR BAY
-117.92
33.73
14
5,147
1,182
3,171
1,126
3.9929
225,800
<1H OCEAN
-122.9
38.28
52
1,275
218
627
185
2.3482
163,500
NEAR OCEAN
-120.94
37.59
16
3,964
824
2,622
766
2.3152
111,300
INLAND
-122.03
38.25
35
1,940
384
1,177
403
3.1389
101,100
INLAND
-118.17
34.08
33
851
231
936
228
3.375
147,500
<1H OCEAN
-117.9
33.8
23
1,368
397
1,940
358
3.0789
350,000
<1H OCEAN
-122.38
37.91
18
3,507
711
1,224
676
5.0524
269,800
NEAR BAY
-121.34
38.01
17
2,033
452
1,114
446
3.2872
175,000
INLAND
-118.22
34.08
34
1,709
562
2,105
503
1.9704
152,100
<1H OCEAN
-117.94
33.81
33
1,891
334
932
343
4.2759
238,000
<1H OCEAN
-117.88
33.89
18
1,616
532
866
496
3.6435
119,100
<1H OCEAN
-119.33
36.22
29
1,735
323
805
293
3.5039
89,900
INLAND
-122.23
40.15
14
2,297
573
1,637
551
1.787
51,600
INLAND
-121.62
36.43
20
1,335
290
717
243
4.7891
230,600
<1H OCEAN
-118.37
33.84
32
1,751
328
819
323
6.7105
339,000
<1H OCEAN
-122.11
37.7
19
2,693
789
1,765
724
2.4206
137,500
NEAR BAY
-121.36
38.56
20
1,232
332
667
288
1.8288
32,500
INLAND
-122.53
37.66
25
7,778
1,493
4,674
1,451
5.4694
272,400
NEAR OCEAN
-121.28
38.61
23
2,547
504
1,235
469
2.4722
103,300
INLAND
-122.26
37.86
52
2,888
604
1,253
538
3.3893
241,700
NEAR BAY
-121.93
37.49
5
1,150
311
648
245
3.5714
300,000
<1H OCEAN
-117.1
33.07
16
2,402
336
1,080
365
8.6803
347,300
<1H OCEAN
-118.94
35.39
13
3,137
417
1,318
397
7.7751
194,100
INLAND
-117.97
33.84
34
874
153
549
153
4.8667
186,800
<1H OCEAN
-118.23
34.05
52
346
270
346
251
2.5313
225,000
<1H OCEAN
-122.2
37.79
44
1,621
452
1,354
491
2.619
134,700
NEAR BAY
-121.99
37.98
23
2,293
411
969
399
4.4536
184,000
INLAND
-121.47
38.53
43
3,215
725
2,400
625
1.4625
54,400
INLAND
-122.58
38.46
15
2,936
517
1,182
501
3.3981
246,900
<1H OCEAN
-118.18
33.8
42
2,301
621
2,114
561
2.0579
132,700
NEAR OCEAN
-121.77
37.99
4
5,623
780
2,429
716
5.4409
205,100
INLAND
-119.71
34.45
35
2,183
363
988
351
5.5922
384,400
<1H OCEAN
-118.33
34.11
48
1,601
464
784
461
3.0642
342,900
<1H OCEAN
-121.23
37.8
11
2,451
665
1,155
533
2.2254
130,800
INLAND
-118.04
33.92
34
1,995
417
1,573
407
3.4907
153,500
<1H OCEAN
-117.69
35.63
5
3,151
482
1,335
428
5.5773
109,000
INLAND
-118.25
33.96
43
2,015
419
1,543
399
1.8672
98,100
<1H OCEAN
-121.95
37.31
27
4,140
null
2,135
893
3.6292
264,600
<1H OCEAN
-118.17
34.66
9
1,561
253
731
233
5.7049
173,200
INLAND
-117.36
33.97
32
1,625
335
1,212
327
2.7596
82,200
INLAND
-121.02
37.62
30
1,721
399
1,878
382
2.5363
83,900
INLAND
-118.39
34.04
45
2,089
312
834
305
7.3028
500,001
<1H OCEAN
-119.67
36.89
15
2,373
364
1,280
386
5.308
167,500
INLAND
-119.7
34.41
52
1,526
458
1,633
449
2.2069
226,500
NEAR OCEAN
-122.09
38.02
37
1,742
339
1,128
345
3.8824
113,700
NEAR BAY
-119.74
36.15
21
1,548
308
1,137
306
2.4688
61,300
INLAND
-121.54
39.47
14
1,724
315
939
302
2.4952
53,900
INLAND