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
-123.22
39.15
45
1,348
265
639
270
3.3667
115,200
<1H OCEAN
-118
33.76
14
1,120
319
982
307
2.9083
179,200
<1H OCEAN
-124.18
40.79
39
1,836
352
883
337
1.745
70,500
NEAR OCEAN
-118.34
34.26
37
1,776
301
702
265
5.2661
314,900
<1H OCEAN
-117.79
34.1
26
1,664
344
1,024
339
3.5192
190,500
INLAND
-118.3
34.06
43
1,366
740
942
672
1.6953
150,000
<1H OCEAN
-121.43
38.57
46
2,443
476
939
457
3.5893
142,000
INLAND
-117.18
33.51
13
270
42
120
42
6.993
500,001
<1H OCEAN
-121.3
38.02
16
2,717
621
3,343
643
2.5473
106,300
INLAND
-118
33.83
24
2,578
580
1,217
529
2.2401
212,500
<1H OCEAN
-121.82
38.01
47
1,265
254
587
247
2.6364
93,500
INLAND
-118.51
34.23
36
3,324
448
1,190
423
7.2772
477,200
<1H OCEAN
-118.07
33.9
39
2,502
546
1,849
518
3.8846
164,100
<1H OCEAN
-119.9
36.94
11
2,513
408
1,360
415
4.277
98,500
INLAND
-118.15
34.11
52
1,746
330
704
306
3.7895
364,800
<1H OCEAN
-118.15
34.12
49
1,789
288
848
311
6.0199
500,000
<1H OCEAN
-122.09
37.69
20
4,296
817
1,732
800
4.8036
188,300
NEAR BAY
-122.14
37.68
27
3,337
613
1,489
607
3.6364
219,200
NEAR BAY
-122.45
40.46
16
2,734
501
1,413
484
2.8085
105,700
INLAND
-121.8
37.34
20
2,686
414
1,507
405
5.8068
263,900
<1H OCEAN
-120.86
37.6
25
1,178
206
709
214
4.5625
133,600
INLAND
-117.07
32.77
38
1,130
228
699
241
2.65
167,600
NEAR OCEAN
-118.4
33.87
45
2,093
497
842
472
6.3231
500,001
<1H OCEAN
-122.14
37.73
38
1,723
394
711
353
3.0673
218,400
NEAR BAY
-118.14
34.16
38
1,843
565
1,449
524
2.2174
215,400
<1H OCEAN
-122.12
38.01
42
2,225
367
864
381
4.1189
172,400
NEAR BAY
-121.2
38.28
20
1,732
307
999
305
3.9808
160,200
INLAND
-118.43
34.17
35
2,922
507
1,130
485
5.451
341,800
<1H OCEAN
-122.39
37.78
5
1,405
515
725
392
3.6037
187,500
NEAR BAY
-118.06
33.97
37
1,645
308
1,077
320
4.3203
159,200
<1H OCEAN
-121.87
37.22
26
1,921
250
725
253
7.6933
405,900
<1H OCEAN
-121.31
38.03
24
3,050
568
1,743
549
3.7413
105,300
INLAND
-118.12
33.89
22
6,876
1,960
5,162
1,879
2.9293
170,800
<1H OCEAN
-121.65
39.76
31
1,599
318
794
303
3
96,700
INLAND
-119.31
34.7
19
961
218
479
138
3.3438
156,300
INLAND
-122.46
37.68
23
2,812
769
1,983
681
2.9413
229,400
NEAR OCEAN
-122.28
37.5
33
6,499
998
2,694
957
7.4787
431,300
NEAR OCEAN
-121.9
37.67
7
9,540
1,294
3,926
1,229
7.4353
389,800
<1H OCEAN
-121.67
39.14
22
2,264
390
1,056
403
3.6111
112,300
INLAND
-118.48
34.33
9
2,384
395
1,697
402
6.0891
270,100
<1H OCEAN
-122.05
37.95
20
563
107
246
123
5.4482
190,800
NEAR BAY
-122.27
37.9
52
1,803
240
572
236
6.174
358,800
NEAR BAY
-122.48
37.69
33
2,347
512
1,259
481
3.4492
264,300
NEAR OCEAN
-118.21
33.95
32
1,116
328
1,265
302
2.295
155,200
<1H OCEAN
-117.94
33.74
24
4,248
840
3,118
798
4.2222
207,200
<1H OCEAN
-119.12
36.54
30
2,747
515
1,368
453
2.9828
85,200
INLAND
-117.16
32.75
49
1,566
494
643
419
1.9637
137,500
NEAR OCEAN
-121.93
37.33
44
2,142
358
846
375
5.4273
421,000
<1H OCEAN
-117.16
32.8
22
2,259
634
1,213
601
2.5
177,800
NEAR OCEAN
-121.68
36.72
12
19,234
4,492
12,153
4,372
3.2652
152,800
<1H OCEAN
-118.01
34.05
37
682
172
813
173
3.8125
138,000
<1H OCEAN
-119.39
36.54
34
1,590
422
1,272
407
1.8068
59,000
INLAND
-117.65
33.49
16
2,223
454
628
382
4.3603
248,800
<1H OCEAN
-122.75
39.01
17
4,162
967
889
414
3.4187
200,500
INLAND
-119.32
36.3
14
1,680
343
931
350
2.7336
89,200
INLAND
-118.35
34.02
27
3,358
1,069
2,415
956
1.4589
87,500
<1H OCEAN
-119.19
34.17
35
4,276
767
3,295
708
4.2583
187,300
NEAR OCEAN
-117.91
33.84
25
1,021
252
975
258
3.125
168,100
<1H OCEAN
-116.89
33.73
15
2,094
316
937
277
5.3623
201,300
INLAND
-118.29
33.97
43
2,660
672
2,133
588
1.7734
107,300
<1H OCEAN
-118.34
34.2
41
2,860
682
1,516
621
3.0431
262,900
<1H OCEAN
-118.06
33.83
22
5,290
1,054
2,812
1,021
4.53
226,400
<1H OCEAN
-117.21
33.03
20
3,370
433
1,020
408
11.0911
500,001
NEAR OCEAN
-121.01
38.73
7
6,322
1,046
2,957
1,024
4.7276
197,500
INLAND
-120.19
38.07
43
102
19
44
13
0.4999
162,500
INLAND
-122.02
37.92
26
5,077
640
1,872
636
7.4713
351,200
NEAR BAY
-118.11
33.89
34
2,508
594
1,549
545
3.2069
236,500
<1H OCEAN
-117.8
33.74
33
2,890
453
1,300
452
6.5616
290,200
<1H OCEAN
-118.39
34.05
42
1,467
203
577
204
6.6368
500,001
<1H OCEAN
-118.08
33.8
29
3,675
613
1,457
591
6.0553
369,400
<1H OCEAN
-118.37
34.08
52
1,234
223
543
213
6.0338
423,700
<1H OCEAN
-121.94
36.98
21
3,520
831
1,486
753
3.0905
264,300
NEAR OCEAN
-116.87
33.91
37
1,858
361
1,632
310
2.7536
73,100
INLAND
-117.12
32.76
26
1,221
331
620
296
2.4821
123,600
NEAR OCEAN
-121.68
37
19
3,754
588
1,692
550
6.7644
412,600
<1H OCEAN
-116.57
33.64
10
489
82
183
74
6.2702
345,500
INLAND
-117.71
33.58
2
2,530
562
1,066
510
4.6336
187,500
<1H OCEAN
-118.17
34.87
9
1,507
293
761
278
3.0184
87,900
INLAND
-120.66
38.61
19
2,715
596
1,301
473
2.5042
126,400
INLAND
-122.13
37.39
27
3,385
427
1,248
409
12.0372
500,001
NEAR BAY
-118.37
33.87
23
1,829
331
891
356
6.5755
359,900
<1H OCEAN
-118.36
33.82
26
5,166
1,313
2,738
1,239
3.3565
360,800
<1H OCEAN
-117.06
32.69
9
521
111
491
110
5.1305
158,900
NEAR OCEAN
-120.55
38.12
10
1,566
325
785
291
2.5
116,100
INLAND
-118.16
33.94
25
5,675
1,224
3,317
1,119
3.9352
232,900
<1H OCEAN
-117.69
34
28
707
154
561
129
2.5781
111,600
INLAND
-117.99
35.16
15
2,180
416
960
370
2.875
87,800
INLAND
-117.66
34.12
16
3,853
541
1,726
497
6.1195
251,100
INLAND
-117.83
33.82
23
1,100
285
940
267
3.6953
150,000
<1H OCEAN
-122.21
37.83
34
5,065
788
1,627
766
6.8976
333,300
NEAR BAY
-122.06
37.67
22
3,882
816
1,830
743
4.2733
180,700
NEAR BAY
-116.34
33.36
24
2,746
514
731
295
3.3214
176,400
INLAND
-118.47
34.06
26
6,577
1,789
2,937
1,652
4.801
500,001
<1H OCEAN
-118.32
33.83
51
2,399
516
1,160
514
3.8456
318,900
<1H OCEAN
-118.17
33.91
37
1,499
288
1,237
344
3.9333
162,300
<1H OCEAN
-119.28
36.35
7
3,598
701
2,080
678
3.1111
72,400
INLAND
-118.24
33.9
38
2,055
442
1,518
425
2.3382
103,000
<1H OCEAN
-118.31
33.95
44
1,558
333
1,095
316
4.0043
133,500
<1H OCEAN
-118.28
33.83
28
880
168
717
142
4.5469
175,700
<1H OCEAN
-121.42
38.5
24
7,740
1,539
4,333
1,397
3.025
87,900
INLAND