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
-118.52
34.21
36
2,394
424
1,490
427
4.3261
206,700
<1H OCEAN
-121.08
37.69
19
6,473
1,212
3,559
1,123
3.2246
129,300
INLAND
-122.25
37.86
52
1,709
318
719
295
5.0463
456,300
NEAR BAY
-121.79
36.93
19
2,512
509
1,856
537
3.1815
189,100
<1H OCEAN
-118.92
35.37
17
3,589
701
1,746
640
2.4919
75,700
INLAND
-117.66
34.07
36
2,072
408
964
395
2.8702
137,000
INLAND
-117.67
34.06
26
1,592
429
1,182
365
2.4583
110,400
INLAND
-119.71
36.79
34
1,891
323
966
355
3.6681
82,000
INLAND
-118.84
34.11
12
7,508
1,058
2,484
965
5.8788
500,001
NEAR OCEAN
-122.2
37.35
17
3,095
442
1,173
424
13.2986
500,001
NEAR BAY
-117.31
34.05
6
7,423
2,111
4,092
1,789
2.7002
88,300
INLAND
-118.99
35.24
40
282
59
213
71
2.35
91,700
INLAND
-118.32
34.02
48
1,949
308
823
340
3.3906
189,700
<1H OCEAN
-118.23
33.91
34
661
146
742
143
2.1734
88,200
<1H OCEAN
-122.11
37.69
42
1,472
310
768
309
3.4643
160,900
NEAR BAY
-120.2
39.12
15
2,146
361
197
76
4.1316
200,000
INLAND
-122.28
37.52
27
2,958
655
1,285
577
4.0801
397,800
NEAR OCEAN
-118.23
34.66
25
2,627
387
1,059
338
3.6382
138,200
INLAND
-118.19
33.78
24
225
72
439
71
2.8533
137,500
NEAR OCEAN
-118.12
34.71
26
4,230
823
2,789
793
2.5179
104,000
INLAND
-118.04
33.8
33
2,685
466
1,359
476
5.0261
245,100
<1H OCEAN
-118.42
34.18
31
2,887
646
1,626
637
3.6745
335,500
<1H OCEAN
-120.24
39.35
8
4,195
725
291
115
3.4792
180,800
INLAND
-118.21
34.22
39
3,008
386
1,240
370
9.2463
500,001
<1H OCEAN
-119.2
34.15
27
2,076
681
1,904
647
1.4773
160,800
NEAR OCEAN
-121.86
37.41
16
1,603
287
1,080
296
6.1256
266,900
<1H OCEAN
-121.23
37.94
20
268
78
77
49
1.125
150,000
INLAND
-118.34
34.15
40
3,068
756
1,190
695
3.5637
497,400
<1H OCEAN
-117.92
34.06
35
2,894
467
1,420
479
5.184
224,900
<1H OCEAN
-117.11
32.82
16
4,241
892
1,771
864
4.375
166,500
NEAR OCEAN
-117.65
34.14
16
2,196
287
949
289
8.6573
354,000
INLAND
-117.07
32.8
36
2,028
349
820
352
3.9828
168,900
<1H OCEAN
-118.29
33.99
46
2,198
530
2,067
497
2.0542
103,400
<1H OCEAN
-118.32
33.8
29
3,254
717
1,593
680
4.0536
285,800
<1H OCEAN
-117.33
33.98
52
1,417
353
881
300
1.9531
162,500
INLAND
-121.74
36.79
16
3,841
620
1,799
611
4.3814
245,300
<1H OCEAN
-117.73
33.57
5
11,976
2,495
4,327
2,009
4.8488
194,400
<1H OCEAN
-121.92
37.33
52
2,125
382
930
387
5.2831
299,500
<1H OCEAN
-119.74
36.71
17
5,872
1,250
5,034
1,224
2.1905
61,800
INLAND
-122.11
37.37
22
1,477
195
520
187
10.3329
500,001
NEAR BAY
-118.33
33.96
42
2,084
517
1,062
451
2.0057
198,200
<1H OCEAN
-122.67
38.43
17
2,007
400
895
403
3.2813
202,700
<1H OCEAN
-120.08
38.8
34
1,988
511
36
15
4.625
162,500
INLAND
-115.55
32.82
34
1,540
316
1,013
274
2.5664
67,500
INLAND
-122.53
37.96
35
908
194
413
197
3.9917
290,800
NEAR BAY
-119.32
37.06
15
3,111
651
276
107
5.1314
179,200
INLAND
-122.41
37.8
52
3,260
1,535
3,260
1,457
0.9
500,001
NEAR BAY
-118.25
33.95
35
1,405
326
1,086
273
1.0375
89,800
<1H OCEAN
-119.81
36.8
38
2,252
325
777
314
6.1575
160,100
INLAND
-122.24
38.31
38
1,938
301
823
285
6.1089
280,800
NEAR BAY
-118.32
34.05
42
3,343
1,183
3,480
1,146
1.9923
250,000
<1H OCEAN
-121.95
38.03
5
5,526
null
3,207
1,012
4.0767
143,100
INLAND
-119.77
36.83
16
2,360
355
1,034
359
5.0635
108,500
INLAND
-117.97
33.92
32
2,620
398
1,296
429
5.7796
241,300
<1H OCEAN
-118.35
33.93
34
617
189
810
180
1.9766
162,500
<1H OCEAN
-121.94
38.36
2
4,953
735
1,791
562
5.0346
205,100
INLAND
-117.02
33.95
5
1,822
367
798
313
2.8783
105,200
INLAND
-117.87
33.6
34
3,415
779
1,275
718
4.498
482,900
<1H OCEAN
-118.44
34.21
37
1,665
335
1,011
343
4.8703
185,100
<1H OCEAN
-121.34
38
32
3,877
687
1,642
647
4.0444
129,200
INLAND
-118.24
33.95
37
441
125
390
98
1.6513
90,200
<1H OCEAN
-122.38
40.56
23
2,281
408
1,164
420
3.5347
101,200
INLAND
-122.47
37.78
52
2,169
522
1,220
505
3.1989
446,900
NEAR BAY
-118.08
33.9
42
1,768
372
1,155
368
3.558
161,100
<1H OCEAN
-122.13
37.15
39
2,854
613
1,338
518
3.9423
180,300
NEAR OCEAN
-119.15
34.3
21
2,475
502
1,269
505
2.98
259,200
NEAR OCEAN
-118.3
34
52
1,420
355
1,080
353
1.5179
116,100
<1H OCEAN
-118.45
34.02
45
1,230
201
565
219
6.3521
493,400
<1H OCEAN
-117.87
33.82
26
2,435
346
1,088
350
5.9397
249,400
<1H OCEAN
-122.24
37.49
19
322
112
191
102
2.5833
500,001
NEAR OCEAN
-117.94
33.88
35
2,159
343
833
335
5.3738
365,100
<1H OCEAN
-122.41
37.66
34
1,075
318
906
294
3.0052
242,500
NEAR OCEAN
-118.27
33.95
39
1,529
358
1,154
357
1.2091
97,900
<1H OCEAN
-115.59
32.96
17
841
146
473
154
3.1979
113,500
INLAND
-117.44
34.09
24
3,477
831
2,541
753
2.3682
97,400
INLAND
-122.22
37.47
28
5,956
1,612
3,571
1,549
3.1864
272,800
NEAR OCEAN
-122.4
38.34
33
1,408
273
520
212
3.5781
242,500
<1H OCEAN
-118.16
34.08
43
1,523
378
1,338
352
3.2031
144,600
<1H OCEAN
-117.14
32.72
45
1,140
310
840
339
1.6156
156,300
NEAR OCEAN
-117.65
34.09
33
2,446
396
1,209
412
4.3958
145,600
INLAND
-117.3
34.07
34
567
143
387
138
1.7981
73,300
INLAND
-117.63
34.12
4
4,323
775
1,479
663
6.0758
226,800
INLAND
-117.39
34.1
12
7,184
1,516
4,862
1,235
2.4492
103,800
INLAND
-121.89
37.82
4
11,444
1,355
3,898
1,257
13.2949
500,001
INLAND
-119.31
36.06
20
2,236
434
1,405
412
1.8827
48,700
INLAND
-122
37.27
33
1,664
271
759
272
5.7876
415,800
<1H OCEAN
-117.91
33.91
32
1,530
301
666
276
4.125
230,200
<1H OCEAN
-117.7
33.63
16
4,428
745
1,525
682
5.2325
286,800
<1H OCEAN
-117.25
32.79
27
848
300
455
298
3.0774
275,000
NEAR OCEAN
-117.11
32.64
23
1,619
447
1,025
415
1.858
67,500
NEAR OCEAN
-122.4
37.62
32
3,586
921
2,249
911
3.1058
253,000
NEAR OCEAN
-117.91
33.63
32
1,122
233
557
223
3.5388
407,000
<1H OCEAN
-117.34
33.71
10
2,591
486
1,255
425
3.1513
154,300
<1H OCEAN
-121.32
38.7
16
3,592
642
1,740
629
3.0703
126,000
INLAND
-122.09
37.37
27
1,269
186
464
182
6.8374
500,001
NEAR BAY
-118.44
34.28
37
944
244
1,107
235
1.9688
144,100
<1H OCEAN
-117.43
33.98
21
2,634
421
1,376
406
4.2589
152,200
INLAND
-122.69
38.44
40
1,449
281
636
295
2.7222
161,200
<1H OCEAN
-114.64
34.83
10
2,502
573
1,152
481
1.7062
86,800
INLAND
-122.06
36.96
52
65
17
24
10
4.5
258,300
NEAR OCEAN