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
-119.18
34.19
19
2,393
null
1,938
762
1.6953
167,400
NEAR OCEAN
-118.41
34.02
35
1,728
442
1,161
420
3.725
310,000
<1H OCEAN
-116.93
33.93
13
7,804
1,594
3,297
1,469
2.0549
95,600
INLAND
-119.82
34.43
15
1,482
345
669
379
3.0773
112,500
NEAR OCEAN
-121.67
37.99
22
1,046
195
527
164
4.375
213,500
INLAND
-118.52
34.2
37
1,795
346
1,082
354
4.9102
207,200
<1H OCEAN
-122.04
38.25
37
1,176
291
648
271
2.7167
92,200
INLAND
-118.13
34.69
34
2,156
397
1,269
388
2.75
96,800
INLAND
-118.12
34.15
35
1,760
447
984
384
3.4167
198,200
<1H OCEAN
-121.33
37.97
43
1,511
292
721
320
3.5703
87,400
INLAND
-117.55
33.9
21
1,839
324
871
307
3.4459
198,800
INLAND
-118.11
33.86
36
2,750
487
1,386
458
4.9904
221,700
<1H OCEAN
-121.97
37.3
31
3,340
735
1,891
686
4.8542
275,000
<1H OCEAN
-117.25
32.72
36
2,632
450
2,038
419
6.5319
345,800
NEAR OCEAN
-117.9
34.04
15
11,989
2,185
6,652
2,081
4.5554
278,300
<1H OCEAN
-122.41
37.76
52
1,427
281
620
236
1.9944
262,500
NEAR BAY
-121.11
37.76
22
2,606
411
1,252
397
4.1833
192,100
INLAND
-119.11
35.38
37
2,044
394
894
359
2.9453
82,800
INLAND
-121.98
37.96
12
5,048
1,122
2,209
1,014
3.1573
126,700
INLAND
-120.38
36.15
17
2,279
448
1,200
420
2.7461
70,000
INLAND
-118.15
34.1
39
3,856
867
1,847
830
3.4559
364,900
<1H OCEAN
-121.84
39.73
52
677
152
379
154
1.6797
94,800
INLAND
-118.15
34.05
33
3,287
649
1,783
653
3.8472
293,300
<1H OCEAN
-121.01
37.63
41
2,764
639
2,122
600
1.9643
74,900
INLAND
-120.04
34.72
13
3,942
585
1,542
515
6.6054
500,001
NEAR OCEAN
-117.82
33.82
22
3,173
372
1,181
355
8.3637
500,001
<1H OCEAN
-122.27
37.85
47
1,375
307
843
319
1.3785
142,300
NEAR BAY
-117.24
32.74
43
2,216
375
918
388
5.5289
297,700
NEAR OCEAN
-120.97
38
27
1,683
288
873
258
4.7069
176,900
INLAND
-118.01
33.75
30
3,380
722
2,269
652
4.525
186,000
<1H OCEAN
-117.23
32.75
5
1,824
null
892
426
3.4286
137,500
NEAR OCEAN
-118.95
35.26
24
1,341
214
667
184
4
94,500
INLAND
-117.97
33.77
22
2,244
575
1,543
533
2.6618
179,600
<1H OCEAN
-117.91
34.09
20
4,327
1,037
2,296
963
3.0441
185,400
<1H OCEAN
-118.99
35.4
48
1,908
331
789
321
3.5714
84,600
INLAND
-122.49
38.22
33
1,486
290
781
274
3.5647
251,800
NEAR BAY
-121.86
36.58
20
6,332
991
2,668
955
5.7578
347,700
<1H OCEAN
-117.8
34.06
34
1,081
205
1,325
252
3.6298
108,500
INLAND
-120.29
38.01
12
3,014
560
1,424
485
3.0729
105,100
INLAND
-115.64
32.75
19
377
69
198
55
1.625
112,500
INLAND
-117.75
33.6
5
4,944
1,164
1,727
948
4.9
255,600
<1H OCEAN
-121.33
37.98
10
1,564
397
643
347
2.7031
150,000
INLAND
-116.97
32.75
28
3,519
583
1,720
590
4.7973
186,900
<1H OCEAN
-118.5
34.05
39
1,487
163
414
160
15
500,001
<1H OCEAN
-118.36
33.86
36
681
122
360
128
5.2799
332,600
<1H OCEAN
-122.34
37.99
42
1,531
326
1,271
377
2.6167
85,100
NEAR BAY
-121.35
38.66
24
3,313
769
1,631
681
2.5556
105,700
INLAND
-122.42
37.75
52
2,164
533
1,122
469
3.2632
306,000
NEAR BAY
-122.33
38.21
33
2,017
370
949
342
4.625
228,600
NEAR BAY
-118.31
33.96
47
2,005
392
1,134
415
3.7143
140,300
<1H OCEAN
-118.18
34.1
8
1,116
267
435
235
4.9231
230,900
<1H OCEAN
-118.2
34.11
37
2,040
611
1,698
545
1.9355
166,300
<1H OCEAN
-116.96
32.9
16
3,047
495
1,507
499
5.3008
186,500
<1H OCEAN
-117.13
32.76
29
2,568
682
1,191
642
2.1094
162,500
NEAR OCEAN
-121.49
38.55
52
2,515
460
836
442
3.3844
151,100
INLAND
-119.34
36.32
14
1,204
227
633
247
3.925
83,800
INLAND
-118.42
34.01
29
1,996
489
960
449
3.6611
344,200
<1H OCEAN
-122.19
37.74
43
707
147
417
155
2.5139
83,400
NEAR BAY
-118.34
34.86
11
7,353
1,482
3,571
1,308
2.8097
130,000
INLAND
-118.32
33.9
37
1,664
401
1,316
409
3.0526
216,400
<1H OCEAN
-121.93
37.54
25
1,354
192
596
220
6.629
352,400
<1H OCEAN
-117.84
33.74
24
1,752
407
910
427
3.3611
134,600
<1H OCEAN
-122.49
37.73
37
1,399
224
530
235
3.9219
433,300
NEAR OCEAN
-122.42
37.74
52
1,674
346
734
335
3.8864
281,300
NEAR BAY
-118.31
34.1
34
399
141
482
134
1.625
67,500
<1H OCEAN
-117.69
33.52
3
7,374
1,444
3,214
1,279
4.538
278,200
<1H OCEAN
-121.85
37.4
23
1,793
319
1,145
310
5.5968
243,200
<1H OCEAN
-115.52
32.67
6
2,804
581
2,807
594
2.0625
67,700
INLAND
-122.4
40.51
20
1,750
352
834
340
2.485
100,600
INLAND
-121.59
37.01
16
6,637
1,171
3,575
1,162
4.3227
251,500
INLAND
-118.91
35.24
29
2,888
753
2,949
699
1.7716
45,500
INLAND
-122.25
40.42
17
1,429
265
692
245
2.8611
98,700
INLAND
-118.27
34.25
35
779
143
371
150
4.6635
230,100
<1H OCEAN
-122.36
37.96
39
246
57
316
52
0.716
104,200
NEAR BAY
-121.9
36.93
22
7,281
1,233
1,849
832
5.3276
335,500
NEAR OCEAN
-117.41
34.58
10
2,964
668
1,853
609
1.6047
73,400
INLAND
-120.85
38.69
18
5,928
1,097
2,697
1,096
3.4872
141,400
INLAND
-118.16
33.89
38
483
113
389
108
2.1859
143,800
<1H OCEAN
-121.3
38
23
3,706
1,106
3,785
1,019
1.7774
100,000
INLAND
-121.9
37.34
50
1,345
287
791
254
3.5966
245,800
<1H OCEAN
-120.69
39.12
19
1,048
262
493
184
2.2917
118,200
INLAND
-118.16
34.07
47
2,994
543
1,651
561
3.8644
241,500
<1H OCEAN
-118.24
34.13
45
1,971
439
1,245
430
4.0272
260,500
<1H OCEAN
-118.2
33.77
24
2,404
819
1,566
753
1.5076
145,800
NEAR OCEAN
-115.51
33.12
21
1,024
218
890
232
2.101
46,700
INLAND
-117.09
32.9
16
1,989
290
814
291
6.2715
255,100
<1H OCEAN
-122.46
37.78
52
2,632
542
1,364
544
3.4605
441,700
NEAR BAY
-119.73
34.42
25
2,024
312
907
335
5.4127
392,800
NEAR OCEAN
-119.12
36.05
27
1,575
321
1,063
317
2.1477
53,900
INLAND
-118.29
33.72
39
2,651
590
1,103
508
3.274
254,300
NEAR OCEAN
-121.14
37.52
37
1,358
231
586
214
3.1645
170,800
INLAND
-122
37.36
25
3,534
949
1,880
849
3.4238
337,000
<1H OCEAN
-118.19
33.77
31
1,711
691
1,092
568
1.0714
150,000
NEAR OCEAN
-118.02
34.08
31
2,402
632
2,830
603
2.3333
164,200
INLAND
-117.86
34.09
26
3,408
542
1,664
543
6.1498
239,100
<1H OCEAN
-119.8
36.83
17
1,560
261
709
258
4.3315
95,800
INLAND
-122.02
37.56
35
1,716
312
914
316
5.5737
214,500
NEAR BAY
-117.9
34.14
29
2,240
457
1,187
407
3.8365
184,200
<1H OCEAN
-118.3
33.81
17
5,544
1,068
3,008
1,038
5.322
282,700
<1H OCEAN
-118.03
33.95
37
1,772
321
934
326
4.1471
177,800
<1H OCEAN