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
-122.76
40.4
22
2,153
461
903
314
2.125
123,200
INLAND
-117.05
34.02
21
3,098
646
1,351
614
2.598
106,700
INLAND
-121.8
36.72
14
2,493
407
1,296
418
5.4508
190,000
<1H OCEAN
-118.47
34.14
36
2,873
420
850
379
8.153
500,001
<1H OCEAN
-119.03
36.07
26
3,210
646
1,908
642
2.4167
77,600
INLAND
-120.84
37.53
14
3,643
706
2,070
697
3.1523
141,800
INLAND
-118.48
33.43
29
716
214
422
173
2.6042
287,500
ISLAND
-117.4
33.76
8
1,954
330
973
321
4.4875
249,100
INLAND
-117.86
33.71
21
1,795
406
2,246
400
3.152
152,800
<1H OCEAN
-117.06
33.14
27
3,819
674
2,447
717
3.8185
137,200
<1H OCEAN
-122.16
37.74
44
1,097
239
609
215
2.0227
103,100
NEAR BAY
-118.12
34.01
33
1,956
478
1,472
464
1.9867
166,300
<1H OCEAN
-117.89
33.61
45
1,883
419
653
328
4.2222
500,001
<1H OCEAN
-118.25
33.93
42
657
147
526
132
2.5
110,200
<1H OCEAN
-120.63
35.27
23
1,630
253
704
263
5.156
251,300
NEAR OCEAN
-117.05
32.97
17
9,911
1,436
4,763
1,414
5.5882
194,300
<1H OCEAN
-118.45
34.02
41
2,956
700
1,212
645
3.4583
421,900
<1H OCEAN
-119.72
34.44
43
1,781
342
663
358
4.7
293,800
<1H OCEAN
-122.41
37.63
39
4,220
1,055
2,720
1,046
2.639
242,500
NEAR OCEAN
-121.98
36.97
21
3,349
737
1,952
718
3.7273
251,900
NEAR OCEAN
-121.48
38.58
52
2,501
757
1,081
708
1.5872
157,500
INLAND
-122.3
37.97
35
1,811
377
911
340
3.375
149,700
NEAR BAY
-117.69
33.47
13
2,020
378
679
290
5.756
305,600
<1H OCEAN
-117.78
34.05
39
2,933
590
1,886
550
3.9224
131,300
INLAND
-121.89
37.26
25
3,319
531
1,560
502
5.8479
263,300
<1H OCEAN
-120.95
37.61
17
4,054
654
2,034
667
4.6833
142,200
INLAND
-118.3
33.74
28
1,065
215
887
217
3.9375
270,500
NEAR OCEAN
-120.99
37.65
44
2,848
623
1,408
576
2.1487
86,600
INLAND
-121.43
38.52
30
3,657
945
2,925
899
1.3927
78,300
INLAND
-118.11
34.17
50
3,374
598
1,484
569
4.99
261,600
INLAND
-122.41
37.8
52
1,866
748
2,957
710
1.8295
243,800
NEAR BAY
-118.47
34.05
22
5,215
1,193
2,048
1,121
4.7009
500,001
<1H OCEAN
-122.22
37.79
44
1,487
314
961
272
3.5156
109,500
NEAR BAY
-119.62
36.59
17
2,287
390
1,330
393
4.0197
88,000
INLAND
-121.99
36.97
15
3,044
786
1,306
693
2.1771
213,200
NEAR OCEAN
-118.77
34.24
6
16,222
2,309
6,700
2,080
6.4963
308,100
<1H OCEAN
-116.57
35.43
8
9,975
1,743
6,835
1,439
2.7138
22,500
INLAND
-118.04
34.13
39
2,485
382
1,072
342
6.0878
430,200
INLAND
-118.16
34.18
48
568
145
559
135
2.4135
135,700
<1H OCEAN
-122.58
37.98
52
3,675
649
1,553
639
4.6905
316,300
NEAR BAY
-117.91
34.11
20
3,158
684
2,396
713
3.525
153,000
<1H OCEAN
-118.15
33.79
25
4,013
1,097
2,297
969
3.0453
185,900
NEAR OCEAN
-121.69
38.16
46
2,292
472
970
431
2.2888
94,900
INLAND
-117.91
33.61
36
3,082
455
771
365
11.216
500,001
<1H OCEAN
-119.72
34.41
26
1,648
378
954
405
3.2895
335,000
NEAR OCEAN
-121.49
38.56
35
1,521
457
987
455
1.9013
86,900
INLAND
-122.41
40.55
19
3,753
761
1,952
738
3.0954
86,500
INLAND
-116.92
32.76
7
1,659
237
862
242
5.2741
249,400
<1H OCEAN
-117.67
34.13
10
2,846
362
1,221
355
7.7234
304,100
INLAND
-119.72
34.77
35
2,469
553
1,168
427
2.4583
62,100
<1H OCEAN
-117.07
33
4
9,153
1,866
3,775
1,698
4.955
241,500
<1H OCEAN
-122.67
38.33
4
8,072
1,606
4,323
1,475
3.9518
220,300
<1H OCEAN
-124.08
41.36
29
1,029
239
509
196
2.0156
62,800
NEAR OCEAN
-122.04
37.66
23
2,419
348
1,066
384
6.3501
350,000
NEAR BAY
-122.42
37.8
52
2,797
685
1,156
651
4.3472
500,001
NEAR BAY
-119.25
36.36
16
3,245
469
1,471
450
5.8673
154,800
INLAND
-117.95
33.93
25
3,445
801
2,400
750
3.4702
161,900
<1H OCEAN
-122.19
37.48
45
886
165
492
173
4.2708
267,000
NEAR BAY
-121.02
39.17
17
2,277
459
1,149
476
3.2303
149,500
INLAND
-118.21
33.92
35
1,669
445
1,870
412
3.0417
117,300
<1H OCEAN
-122.22
38.07
4
15,654
2,394
7,025
2,168
5.8171
225,200
NEAR BAY
-121.3
37.96
52
1,354
314
679
311
1.7788
97,400
INLAND
-122.81
38.08
19
1,615
366
815
337
3.4609
238,800
NEAR OCEAN
-118.31
34.09
37
773
null
835
312
1.8576
193,800
<1H OCEAN
-118.03
33.85
16
1,831
390
1,347
389
3.8426
344,400
<1H OCEAN
-118.17
34.04
39
563
138
682
137
2.75
150,000
<1H OCEAN
-118.48
34.26
36
1,770
296
938
304
5.749
238,000
<1H OCEAN
-118.41
33.96
32
1,044
219
567
222
4.1471
284,400
<1H OCEAN
-118.8
34.19
4
15,572
2,222
5,495
2,152
8.6499
500,001
<1H OCEAN
-117.29
34.12
40
2,198
612
1,517
531
1.0951
65,800
INLAND
-117.61
33.44
17
2,036
272
713
265
6.5954
346,200
NEAR OCEAN
-122.38
40.54
36
1,216
240
647
228
2.6944
75,300
INLAND
-121.83
37.95
17
1,133
244
716
235
2.875
162,500
INLAND
-118.21
34.07
31
1,453
404
1,486
389
2.3859
153,100
<1H OCEAN
-118.43
34.24
36
1,379
265
896
246
4.6827
183,800
<1H OCEAN
-122.15
37.46
42
1,995
412
794
374
5.6234
379,600
NEAR BAY
-116.89
33.93
29
4,549
916
2,494
912
2.0976
72,600
INLAND
-117.23
33.23
13
2,899
657
1,946
579
2.9875
172,000
<1H OCEAN
-121.7
36.77
21
2,294
478
1,306
430
3.0347
227,200
<1H OCEAN
-121.61
39.14
44
2,035
476
1,030
453
1.4661
65,200
INLAND
-117.05
32.61
31
4,033
715
2,585
715
3.5096
139,900
NEAR OCEAN
-118
34.08
23
1,627
318
1,279
289
4.6467
185,100
INLAND
-117.92
33.84
38
1,316
263
671
278
3.2969
220,000
<1H OCEAN
-118.47
34.2
25
4,590
1,477
2,723
1,195
2.7118
281,700
<1H OCEAN
-118.35
34.19
45
903
190
557
204
4.0313
209,100
<1H OCEAN
-122.07
37.41
26
1,184
225
815
218
5.7657
322,300
NEAR BAY
-119.35
36.19
6
958
226
734
230
1.0349
67,800
INLAND
-121.45
38.52
37
1,705
325
827
326
2.6288
71,200
INLAND
-121.98
37.53
26
3,179
703
2,142
639
4.1947
222,700
<1H OCEAN
-117.3
34.12
43
1,018
261
736
215
2.6
66,900
INLAND
-118.98
35.38
24
1,807
465
1,460
410
1.4786
54,800
INLAND
-121.38
38.68
35
1,565
290
861
277
2.4844
77,000
INLAND
-118.99
36.07
21
983
165
672
169
2.975
63,900
INLAND
-117.7
34.08
33
4,674
791
2,769
784
4.1448
137,300
INLAND
-121.92
37.28
27
3,028
486
1,284
498
4.5833
308,800
<1H OCEAN
-119.19
35.64
29
1,476
220
902
205
2.6726
83,300
INLAND
-122.12
37.38
34
1,443
218
504
200
8.4709
500,001
NEAR BAY
-117.82
33.75
30
2,910
535
1,270
489
4.6161
236,500
<1H OCEAN
-123.12
40.54
23
1,091
217
539
201
1.8696
61,500
INLAND
-117.39
33.96
49
2,527
461
1,344
451
4.0833
114,400
INLAND