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
-121.88
38.03
52
1,225
250
725
231
2
101,400
INLAND
-118.57
34.17
31
1,950
383
870
357
3.1875
500,001
<1H OCEAN
-117.31
34.13
36
1,076
283
773
224
2.6307
66,400
INLAND
-122.39
37.6
34
707
null
381
156
4.375
340,900
NEAR OCEAN
-118.12
33.9
38
1,222
282
756
256
4.125
173,900
<1H OCEAN
-121.34
37.99
14
3,111
498
1,178
525
6.556
234,700
INLAND
-117.04
33.03
16
2,852
435
1,083
448
6.3761
296,200
<1H OCEAN
-121.27
37.98
43
1,005
200
492
172
2.6812
72,800
INLAND
-122.06
37.35
30
2,040
294
787
278
8.758
500,001
<1H OCEAN
-118.36
34.17
44
2,295
560
1,543
528
2.3851
194,100
<1H OCEAN
-122.3
37.9
15
5,083
1,212
2,420
1,146
4.5824
256,100
NEAR BAY
-118.11
33.91
36
1,088
231
617
211
3.8824
193,100
<1H OCEAN
-122.44
37.79
52
3,785
808
1,371
799
6.4209
500,001
NEAR BAY
-122.19
37.84
18
1,617
210
533
194
11.6017
392,600
NEAR BAY
-119.45
36.09
18
408
82
253
75
2.0313
112,500
INLAND
-119.98
36.74
26
1,453
251
896
260
3.4861
112,500
INLAND
-122.05
37.94
22
4,162
1,194
1,804
1,185
2.5459
179,300
NEAR BAY
-122.31
38.01
18
4,123
874
1,895
772
3.2759
195,000
NEAR BAY
-118.07
34.17
36
2,415
394
1,215
413
5.5418
326,100
INLAND
-120.66
39.72
15
3,763
784
717
348
2.2019
130,500
INLAND
-117.78
33.51
44
1,833
331
515
268
6.6178
500,001
<1H OCEAN
-118.05
33.78
25
3,112
435
1,098
401
6
353,500
<1H OCEAN
-118.35
33.9
13
2,887
853
2,197
800
2.8777
207,900
<1H OCEAN
-118.29
34.01
39
751
207
1,010
231
1.6036
137,500
<1H OCEAN
-117.81
33.89
13
3,252
583
1,546
557
5.8243
297,900
<1H OCEAN
-118.15
33.91
38
901
205
760
208
2.9643
147,400
<1H OCEAN
-122.22
38.08
37
2,811
null
1,574
516
3.1053
96,700
NEAR BAY
-119.17
34.29
18
3,932
724
1,896
680
5.2953
279,400
NEAR OCEAN
-121.9
36.58
31
1,431
null
704
393
3.1977
289,300
NEAR OCEAN
-118.75
34.27
20
3,495
449
1,629
428
5.8096
264,400
<1H OCEAN
-123.92
41.54
22
2,920
636
1,382
499
2.0202
71,100
NEAR OCEAN
-118.18
33.78
20
1,852
556
1,712
556
1.4565
152,500
NEAR OCEAN
-120.42
37.95
19
2,787
578
1,208
532
2.4922
98,700
INLAND
-122.09
37.35
37
1,795
285
791
261
7.5794
500,001
NEAR BAY
-121.54
40.06
17
858
262
47
27
2.4028
67,500
INLAND
-121.58
37.01
15
2,873
547
1,582
567
5.1519
264,700
INLAND
-122.43
37.64
42
4,091
757
1,861
771
4.207
272,700
NEAR OCEAN
-117
32.76
31
1,989
280
805
301
6.5645
189,100
<1H OCEAN
-118.23
34.07
35
1,335
440
1,586
445
1.9722
156,300
<1H OCEAN
-117.57
34.07
4
2,152
580
1,083
441
3.1458
118,800
INLAND
-117.99
34.12
37
1,527
331
1,504
324
3.2857
130,100
INLAND
-121.87
37.1
20
1,918
304
798
302
7.5755
402,300
<1H OCEAN
-118.4
33.99
36
1,280
240
704
217
5.9632
328,100
<1H OCEAN
-119.2
36.3
32
1,355
363
1,427
384
1.3444
45,600
INLAND
-118.19
33.83
30
2,246
552
1,032
548
3.5871
347,100
NEAR OCEAN
-121.36
38
17
4,535
762
1,562
743
5.3224
225,800
INLAND
-117.74
34.11
28
3,494
566
1,391
522
5.3637
214,700
INLAND
-122.1
37.63
29
2,172
435
1,377
408
3.7895
180,900
NEAR BAY
-118.24
33.93
19
325
74
354
87
2.75
90,600
<1H OCEAN
-121.32
38.02
26
2,851
533
1,544
499
3.5379
99,100
INLAND
-118.15
34.02
43
2,172
605
2,386
597
2.8239
150,600
<1H OCEAN
-117.72
34.09
33
4,979
934
2,575
874
3.7958
152,500
INLAND
-122.25
37.82
26
3,959
1,196
1,749
1,217
3.0233
255,000
NEAR BAY
-118.1
33.82
36
1,930
354
915
328
5.2713
244,400
<1H OCEAN
-117.07
33.72
16
4,928
960
2,132
853
2.7983
112,500
INLAND
-122.41
37.63
35
865
226
602
217
3
229,100
NEAR OCEAN
-118.26
34.11
47
2,183
510
1,445
503
3.6667
210,900
<1H OCEAN
-121.49
38.5
32
2,364
439
1,331
449
3.319
84,500
INLAND
-118.11
33.83
36
1,784
303
964
299
4.2703
220,900
<1H OCEAN
-119.26
36.3
18
3,578
720
1,540
640
2.425
84,600
INLAND
-117.99
33.9
30
1,677
372
1,021
332
3.5859
199,700
<1H OCEAN
-118.13
34.04
42
2,205
451
1,392
423
4.3646
211,400
<1H OCEAN
-118.36
33.9
41
1,355
349
655
329
2.9551
205,000
<1H OCEAN
-121.95
37.52
33
3,994
764
2,721
763
5.2308
196,900
<1H OCEAN
-119.01
35.38
44
434
110
274
86
1.1944
57,500
INLAND
-121.29
37.95
52
288
86
272
54
0.696
42,500
INLAND
-118.23
33.91
34
789
200
1,041
191
3.119
90,300
<1H OCEAN
-116.63
33.89
22
1,540
364
610
268
1.5227
71,000
INLAND
-118.18
33.99
35
1,230
407
1,512
364
2.152
170,800
<1H OCEAN
-118.25
33.94
37
1,002
270
1,092
273
1.6333
94,500
<1H OCEAN
-121.06
39.03
11
1,887
303
775
283
3.8417
187,200
INLAND
-121.49
38.58
52
2,151
664
1,146
603
1.4034
90,300
INLAND
-117.06
33.02
17
2,635
389
994
359
5.8966
261,500
<1H OCEAN
-118.03
34.13
33
2,352
373
995
359
4.9583
445,700
INLAND
-118.66
34.02
23
8,798
1,465
2,750
1,208
8.7364
500,001
NEAR OCEAN
-118.02
33.95
36
1,681
329
964
311
4.108
181,200
<1H OCEAN
-117.06
34
33
1,575
326
879
282
2.5357
94,400
INLAND
-118.31
34
52
1,542
309
939
276
1.6892
129,100
<1H OCEAN
-121.8
38
34
2,738
475
1,316
459
3.5368
122,500
INLAND
-124.1
40.5
42
2,380
553
1,300
504
1.7574
57,500
<1H OCEAN
-117.37
34
36
730
155
476
142
2.4306
88,900
INLAND
-118.42
34.28
34
1,999
427
2,391
439
2.8
144,300
<1H OCEAN
-118.06
34.02
25
3,548
639
2,653
664
5.2557
188,800
<1H OCEAN
-118.2
33.94
44
1,413
298
1,200
307
3.5125
169,300
<1H OCEAN
-118.26
34.23
33
1,805
303
838
301
5.4306
326,600
<1H OCEAN
-120.08
36.72
22
1,339
251
820
276
3.6
83,200
INLAND
-117.39
34.38
4
7,151
1,295
3,527
1,170
3.5696
129,700
INLAND
-118.29
34.03
42
907
378
822
288
1.2875
179,200
<1H OCEAN
-118.26
34.08
41
1,396
360
1,069
363
2.4375
203,300
<1H OCEAN
-119.34
36.23
12
4,965
872
2,191
804
3.5611
90,200
INLAND
-118
33.96
37
2,414
323
878
305
9.1541
453,800
<1H OCEAN
-117.06
32.79
17
2,524
332
771
317
8.7604
331,800
<1H OCEAN
-117.91
33.64
38
2,222
542
1,067
512
2.8553
307,600
<1H OCEAN
-118.09
34.1
40
1,904
393
1,183
364
3.6696
210,400
<1H OCEAN
-117.29
33.24
5
3,109
634
1,823
578
3.1875
153,800
<1H OCEAN
-122.25
37.51
45
989
174
504
180
4.8382
289,400
NEAR OCEAN
-120.44
34.88
9
3,124
415
1,169
407
6.7694
275,100
<1H OCEAN
-121.24
38.67
28
3,558
589
1,742
581
4.0182
131,700
INLAND
-117.99
33.77
15
2,081
531
1,617
561
3.4955
160,900
<1H OCEAN
-116.93
33.73
13
3,603
573
1,644
515
4.0433
132,300
INLAND