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
-118.36
33.99
45
2,005
368
909
364
4.6406
268,900
<1H OCEAN
-117.05
32.58
25
2,185
370
1,558
369
5.3072
132,700
NEAR OCEAN
-117.33
34.12
33
933
219
838
211
1.3417
69,000
INLAND
-119.81
36.28
24
544
112
442
106
3.1071
56,100
INLAND
-118.38
33.88
34
1,830
315
822
307
5.0602
453,700
<1H OCEAN
-122.18
38.35
24
407
68
175
61
6.0266
216,700
INLAND
-118.5
34.16
34
3,547
523
1,187
500
7.139
424,000
<1H OCEAN
-117.81
33.66
16
1,414
191
635
230
10.0757
383,900
<1H OCEAN
-122.15
37.68
35
2,632
447
1,349
486
4.3864
205,200
NEAR BAY
-118.33
34.09
40
2,004
687
1,514
542
1.9911
220,000
<1H OCEAN
-116.93
32.85
15
3,273
895
1,872
842
2.5388
119,000
<1H OCEAN
-118.21
34.04
47
1,306
391
1,499
346
2.2788
139,600
<1H OCEAN
-117.94
33.79
24
4,179
784
1,902
733
4.7986
236,500
<1H OCEAN
-119.9
36.58
20
1,935
363
1,319
359
2.4814
74,600
INLAND
-121.87
36.95
7
3,703
679
1,375
608
4.9219
368,400
NEAR OCEAN
-119.29
36.32
27
1,513
374
839
350
1.2012
64,600
INLAND
-117.87
33.84
25
1,928
414
961
385
4.0724
231,400
<1H OCEAN
-117.17
32.69
19
2,802
802
1,159
597
4.7891
334,600
NEAR OCEAN
-117.68
33.55
5
2,262
427
1,016
402
6.065
315,500
<1H OCEAN
-118.34
33.89
36
2,392
444
1,346
445
6.0088
245,900
<1H OCEAN
-116.98
32.72
15
4,209
680
1,914
641
4.5135
158,300
<1H OCEAN
-122.02
37.35
26
2,785
418
1,221
422
8.1078
365,700
<1H OCEAN
-118.3
34.08
32
2,880
1,063
3,646
1,028
2.3846
258,300
<1H OCEAN
-119.75
36.72
22
3,247
859
4,179
881
1.3343
60,800
INLAND
-121.97
37.36
24
4,841
894
2,656
920
6.0573
254,500
<1H OCEAN
-122.32
40.57
15
2,524
449
1,374
467
3.3816
93,800
INLAND
-117.61
34.08
20
3,550
736
2,229
681
3.0199
128,800
INLAND
-122.16
37.69
36
1,480
278
796
283
4.3971
205,700
NEAR BAY
-122.72
38.46
35
1,445
309
795
308
2.9073
157,000
<1H OCEAN
-118.61
34.15
32
4,491
815
1,696
749
4.9102
319,100
<1H OCEAN
-122.26
37.77
52
1,210
168
411
172
3.3571
405,400
NEAR BAY
-121.27
38.67
15
1,701
346
723
352
3.8906
128,700
INLAND
-117.01
32.77
34
3,330
723
1,592
656
2.6678
164,200
<1H OCEAN
-122.44
37.71
46
1,230
247
895
257
5.3913
248,900
NEAR BAY
-122.6
38.11
19
1,752
328
873
336
3.8068
201,600
<1H OCEAN
-121.88
38
16
2,605
440
1,352
408
4.1947
140,300
INLAND
-119.46
36.61
13
1,348
258
719
246
3.625
108,300
INLAND
-121.98
38.25
4
2,487
440
1,545
452
4.9103
140,400
INLAND
-121.29
37.89
26
161
27
1,542
30
5.7485
162,500
INLAND
-119.36
36.21
18
1,082
202
793
213
2.4032
60,000
INLAND
-121.76
37.23
16
4,274
715
2,240
704
5.4218
233,900
<1H OCEAN
-118.19
33.86
42
1,999
431
1,060
399
3.7031
167,100
<1H OCEAN
-122.49
37.75
45
2,341
461
1,092
438
4.8036
297,800
NEAR OCEAN
-117.43
33.93
36
2,386
396
1,176
374
4.5122
113,300
INLAND
-122.42
38.27
25
3,282
566
1,244
483
4.5313
308,400
NEAR BAY
-117.27
32.83
39
1,877
426
805
409
3.875
410,000
NEAR OCEAN
-121.97
37.25
21
2,775
389
856
350
7.9135
496,400
<1H OCEAN
-117.7
33.62
16
9,653
2,000
4,732
1,922
3.7361
197,200
<1H OCEAN
-122.87
38.62
52
1,514
348
767
354
2.1903
160,000
<1H OCEAN
-120.58
40.37
16
3,412
667
1,873
590
2.2661
61,800
INLAND
-122.01
36.99
41
2,548
508
1,290
488
3.6902
233,000
NEAR OCEAN
-121.26
38.69
17
3,917
638
1,809
564
5.2586
137,000
INLAND
-122.69
38.44
31
1,808
315
691
280
3.8583
193,200
<1H OCEAN
-121.24
38.68
20
1,402
236
676
236
3.7426
135,500
INLAND
-118.35
34.04
41
1,617
423
1,110
375
2.4635
169,400
<1H OCEAN
-122.25
37.89
37
3,000
457
987
450
7.5385
350,000
NEAR BAY
-121.27
38.62
13
2,321
539
1,066
497
2.7652
95,600
INLAND
-117.06
32.6
25
1,075
238
434
234
1.7472
94,600
NEAR OCEAN
-116.89
33.86
2
6,900
1,238
1,950
980
3.0417
146,300
INLAND
-122.08
38.3
2
6,718
858
2,012
654
6.8872
305,200
INLAND
-118.44
34.22
39
1,529
344
913
314
3.325
178,200
<1H OCEAN
-121.49
38.54
37
1,655
393
841
355
1.6932
78,400
INLAND
-120.31
37.29
36
969
206
732
175
1.5938
57,600
INLAND
-116.98
34.13
16
2,098
449
342
143
4.0333
133,900
INLAND
-120.89
37.48
27
1,118
195
647
209
2.9135
159,400
INLAND
-121.88
36.96
18
6,355
1,100
2,304
972
6.0281
321,100
NEAR OCEAN
-118.21
33.94
34
892
318
1,443
341
2.1903
162,500
<1H OCEAN
-118.35
33.85
35
1,248
206
551
185
5.6426
348,200
<1H OCEAN
-121.23
37.96
44
2,204
473
1,277
435
1.5539
59,200
INLAND
-119.81
36.83
19
6,789
1,200
2,325
1,109
4.049
126,000
INLAND
-117.84
33.77
26
3,350
581
1,314
550
3.5195
249,100
<1H OCEAN
-118.09
34.02
28
1,984
313
1,099
343
4.5526
250,200
<1H OCEAN
-118.43
34.07
34
3,203
483
949
439
10.3467
500,001
<1H OCEAN
-118.18
33.98
24
1,880
642
2,646
605
2.1836
162,000
<1H OCEAN
-117.94
33.93
34
1,475
319
698
293
3.8194
186,000
<1H OCEAN
-122.72
38.43
31
2,020
476
1,408
437
2.5735
131,100
<1H OCEAN
-121.89
37.34
46
1,197
416
898
370
2.1714
190,600
<1H OCEAN
-122.45
37.71
45
2,253
431
1,382
392
4.2562
221,600
NEAR OCEAN
-122.17
37.88
32
3,633
508
1,393
506
7.6917
401,800
NEAR BAY
-119.21
34.19
15
5,614
989
2,754
994
5.035
242,900
NEAR OCEAN
-119.47
35.13
44
4,599
877
2,140
831
2.9952
63,800
INLAND
-118.31
34.16
37
2,144
446
860
435
3.9464
315,000
<1H OCEAN
-117.28
32.84
21
2,455
660
1,015
597
3.7596
381,300
NEAR OCEAN
-122.02
37.35
22
3,219
756
1,479
667
4.1473
354,400
<1H OCEAN
-119.03
34.25
25
3,344
502
1,483
496
6.196
340,600
<1H OCEAN
-118.15
34.07
40
1,072
204
940
200
3.125
242,700
<1H OCEAN
-118.34
33.9
36
1,158
219
628
253
4.7426
242,700
<1H OCEAN
-118.3
33.97
46
1,425
317
1,140
304
3.375
98,500
<1H OCEAN
-118.21
33.96
39
2,265
628
2,323
599
2.1522
155,300
<1H OCEAN
-123.34
39.5
15
2,342
535
1,064
433
1.8967
96,600
INLAND
-117.22
32.83
31
2,558
512
1,164
492
3.4318
200,400
NEAR OCEAN
-121.01
37.64
36
1,981
507
1,998
468
1.9013
69,900
INLAND
-121.52
38.5
19
4,900
805
2,519
855
4.8497
184,400
INLAND
-118.46
34
39
614
174
538
159
2.3542
235,700
<1H OCEAN
-117.38
34.13
23
1,326
300
722
263
2.1856
107,800
INLAND
-122.64
38.96
29
883
187
326
136
1.7273
58,200
INLAND
-121.64
36.74
30
2,628
444
1,372
432
4.1696
175,000
<1H OCEAN
-117.44
33.88
5
2,589
351
1,109
360
6.8089
334,100
INLAND
-117.85
33.75
27
2,311
632
2,936
609
2.5651
171,400
<1H OCEAN
-121.77
36.87
37
424
65
266
64
3.3472
293,800
NEAR OCEAN