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
-118.09
33.71
19
1,397
271
491
197
8.7397
500,001
NEAR OCEAN
-117.2
34.14
18
1,920
333
890
323
5.159
144,800
INLAND
-121.28
37.96
28
1,942
724
1,618
638
0.9365
52,500
INLAND
-121.33
38.04
10
1,421
204
657
209
5.1878
153,900
INLAND
-118.26
34.05
52
58
52
41
27
4.0972
500,001
<1H OCEAN
-117.17
34.49
13
4,460
925
2,225
840
2.0136
94,100
INLAND
-118.11
33.84
36
1,463
257
722
260
4.8438
226,300
<1H OCEAN
-118.21
33.93
33
2,739
801
3,423
741
2.2847
132,700
<1H OCEAN
-124.06
40.86
34
4,183
null
1,891
669
3.2216
98,100
NEAR OCEAN
-118.09
34.12
38
2,638
432
1,284
433
5.4536
342,700
<1H OCEAN
-119.33
36.32
16
3,331
839
1,955
763
1.6148
86,600
INLAND
-117.95
34.08
37
1,137
203
672
226
3.2969
189,000
<1H OCEAN
-121.35
38.28
17
2,756
557
1,986
530
3.2234
82,000
INLAND
-119.71
36.76
28
2,675
527
1,392
521
2.3108
72,000
INLAND
-117.93
33.87
10
1,277
488
730
417
1.4803
137,500
<1H OCEAN
-122.01
37.94
23
3,741
null
1,339
499
6.7061
322,300
NEAR BAY
-119.71
36.81
19
1,648
368
557
354
1.7969
72,800
INLAND
-119.77
35.65
21
2,403
483
1,647
415
2.6066
80,000
INLAND
-117.87
33.88
24
2,655
702
1,519
708
3.3036
183,900
<1H OCEAN
-119.74
34.41
30
2,365
417
1,053
409
5.5959
346,200
NEAR OCEAN
-117.97
33.73
26
1,694
260
885
279
5.0875
224,200
<1H OCEAN
-122.55
38.42
24
2,220
411
894
365
4.2891
211,700
<1H OCEAN
-118.36
33.89
34
760
174
723
198
5.3169
227,600
<1H OCEAN
-118.78
34.27
20
2,743
685
1,798
613
3.6761
170,900
<1H OCEAN
-118.4
33.97
38
1,089
174
502
180
7.5953
434,800
<1H OCEAN
-117.44
34.1
43
1,614
400
926
349
2.075
95,100
INLAND
-118.32
33.75
37
1,080
135
366
142
11.6677
500,001
NEAR OCEAN
-120.85
37.77
20
651
157
421
151
2.0833
77,300
INLAND
-118.37
33.99
32
4,018
564
1,400
568
8.6718
439,100
<1H OCEAN
-121.93
37.25
32
1,555
287
779
284
6.0358
260,100
<1H OCEAN
-122.2
37.84
35
2,865
460
1,072
443
7.4882
319,300
NEAR BAY
-118.28
33.99
35
1,138
304
1,128
311
1.8818
100,000
<1H OCEAN
-121.27
37.96
43
948
221
749
208
1.962
52,700
INLAND
-118.35
33.94
36
2,225
601
2,755
610
2.5547
150,400
<1H OCEAN
-117.07
32.74
38
1,901
392
1,099
406
2.7661
113,900
NEAR OCEAN
-118.93
34.2
17
2,619
606
1,655
557
3.886
281,300
<1H OCEAN
-118.36
33.95
42
1,116
303
1,082
299
3.7237
170,800
<1H OCEAN
-118.46
34.04
17
2,729
897
1,404
758
3.1235
420,800
<1H OCEAN
-117.68
33.6
19
3,913
460
1,646
454
7.2147
303,900
<1H OCEAN
-117.76
33.71
15
1,010
350
470
342
3.2229
108,300
<1H OCEAN
-118.32
34.01
52
3,104
645
1,498
581
2.6667
128,000
<1H OCEAN
-118.48
34.2
23
2,850
864
2,249
777
2.6957
191,700
<1H OCEAN
-117.08
32.77
31
1,070
155
426
153
6.1628
219,200
NEAR OCEAN
-118.14
34.02
45
1,307
283
967
254
2.75
178,300
<1H OCEAN
-118.41
34.3
28
3,187
569
2,205
559
5.1668
187,400
<1H OCEAN
-122.47
37.65
27
8,103
1,655
5,023
1,605
4.6452
236,200
NEAR OCEAN
-119.73
36.8
24
1,316
249
781
260
3.7578
69,200
INLAND
-117.88
33.7
17
5,122
1,544
2,966
1,339
3.4835
116,700
<1H OCEAN
-122.37
37.95
35
215
45
100
34
1.6023
81,300
NEAR BAY
-122.2
39.53
22
3,265
658
1,647
594
2.3566
71,000
INLAND
-121.81
37.23
17
2,319
324
1,076
338
6.4664
278,300
<1H OCEAN
-121.22
38.68
10
6,262
1,278
2,954
1,169
3.4506
139,000
INLAND
-117.08
33.08
23
3,400
501
1,383
488
4.9844
249,100
<1H OCEAN
-117.36
33.2
26
2,447
482
1,405
486
3.2917
150,800
NEAR OCEAN
-122.21
37.84
44
3,424
597
1,358
597
6.0194
292,300
NEAR BAY
-120.51
36.55
20
1,193
263
1,274
241
1.9417
38,800
INLAND
-117.16
33.92
12
3,236
502
1,610
502
4.7568
143,500
INLAND
-120.97
37.73
19
3,725
543
1,412
463
5.7476
248,600
INLAND
-118.22
33.89
37
797
190
485
166
2.7434
95,200
<1H OCEAN
-121.02
37.68
25
3,262
588
1,834
578
3.996
114,500
INLAND
-121.62
39.15
36
2,321
455
1,168
489
3.0962
74,000
INLAND
-118.28
34.08
52
2,465
773
2,328
746
2.6178
203,100
<1H OCEAN
-121.28
38.55
35
7,088
1,279
4,885
1,272
2.6981
112,500
INLAND
-121.47
38.55
24
979
287
546
291
1.186
67,000
INLAND
-116.96
32.8
25
3,421
803
1,681
742
3.369
134,400
<1H OCEAN
-116.98
34.05
6
2,290
312
957
274
7.2708
316,700
INLAND
-121.47
38.5
17
1,895
424
620
417
1.7188
137,500
INLAND
-122.25
38.11
52
2,846
705
1,519
620
2.1976
97,900
NEAR BAY
-120.93
37.66
10
7,566
1,348
3,227
1,199
4.744
148,100
INLAND
-117.38
34
45
2,881
514
1,470
515
3.3687
123,800
INLAND
-117.71
34.08
26
2,744
494
1,411
465
4.2639
154,200
INLAND
-121.13
38.47
16
2,574
441
1,041
428
3.6645
203,400
INLAND
-118.11
33.95
34
2,319
334
941
356
6.4319
452,300
<1H OCEAN
-118.2
34.02
49
1,098
317
1,411
301
2.75
146,000
<1H OCEAN
-118.41
33.96
44
1,802
306
753
282
6.0286
356,000
<1H OCEAN
-118.45
33.99
52
1,829
472
779
424
3.1607
339,000
<1H OCEAN
-119.29
34.37
41
1,408
311
793
264
2.5441
161,200
NEAR OCEAN
-117.57
34.15
3
12,806
2,219
4,249
1,499
5.485
343,100
INLAND
-120
38.52
16
3,045
543
202
102
3.15
140,600
INLAND
-121.83
37.99
23
1,970
296
935
279
4.4853
145,900
INLAND
-118.73
34.27
23
4,550
762
2,301
744
4.556
205,300
<1H OCEAN
-122.43
37.75
52
3,521
767
1,415
687
4.875
362,200
NEAR BAY
-118.39
33.88
34
1,973
367
843
345
6.077
472,700
<1H OCEAN
-119.61
36.59
10
2,842
620
1,443
576
2.2727
92,700
INLAND
-122.04
37.33
22
4,011
963
2,206
879
4.5721
351,200
<1H OCEAN
-118.35
34.02
34
5,218
1,576
3,538
1,371
1.5143
118,800
<1H OCEAN
-118.32
34.08
52
2,370
473
1,053
434
4.1429
380,300
<1H OCEAN
-121.24
36.34
33
1,691
308
792
262
2.6648
164,600
<1H OCEAN
-118.28
34
46
1,650
463
1,992
458
2.3403
114,100
<1H OCEAN
-117.11
33.75
17
4,174
851
1,845
780
2.2618
96,100
INLAND
-117.18
32.84
32
1,351
237
823
269
4.2768
167,800
NEAR OCEAN
-120.94
40.14
31
3,127
664
1,345
580
1.5774
58,000
INLAND
-117.99
33.95
30
2,217
284
851
291
10.4835
498,600
<1H OCEAN
-117.66
35.6
14
1,740
391
850
317
2.5812
91,700
INLAND
-122.41
37.76
52
351
81
308
75
2.6667
325,000
NEAR BAY
-117.87
33.88
28
3,333
752
2,026
722
3.5667
190,700
<1H OCEAN
-118.29
33.99
46
2,608
636
1,766
596
1.5846
114,800
<1H OCEAN
-117.99
33.92
27
5,805
1,152
3,106
1,144
4.061
222,700
<1H OCEAN
-121.07
38.94
14
1,710
294
839
297
4.7143
150,700
INLAND
-119.16
34.15
23
3,204
644
2,295
614
3.9485
196,600
NEAR OCEAN