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
-121.94
37.28
18
4,356
1,334
1,968
1,245
3.6294
240,000
<1H OCEAN
-120.99
37.62
37
2,014
505
1,787
515
1.5515
54,100
INLAND
-117.33
33.03
31
1,171
321
603
267
2.8611
314,300
NEAR OCEAN
-122.23
38.15
33
1,253
238
753
236
1.756
86,400
NEAR BAY
-118.61
34.31
4
1,949
458
868
398
5.0151
285,200
<1H OCEAN
-122.07
37.39
37
1,169
239
589
249
5.0131
330,300
NEAR BAY
-121.21
37.5
34
294
49
147
47
3
162,500
INLAND
-117.13
32.69
36
1,469
400
1,271
340
1.043
90,100
NEAR OCEAN
-121.47
38.48
25
2,969
551
1,745
487
2.6382
76,200
INLAND
-117.13
32.71
42
1,145
314
1,114
307
1.2614
87,500
NEAR OCEAN
-117.29
34.11
35
2,014
677
1,714
612
0.7075
78,800
INLAND
-117.7
34.06
7
732
145
431
132
2.9107
95,300
INLAND
-122.24
37.48
40
4,459
1,027
2,080
982
3.5322
361,900
NEAR OCEAN
-118.38
34.08
48
1,226
288
370
264
3.9375
450,000
<1H OCEAN
-117.6
33.94
26
2,925
575
1,921
501
3.1859
153,100
INLAND
-117.99
33.83
25
3,434
835
1,749
657
3.2539
199,000
<1H OCEAN
-118.5
33.97
52
709
329
388
313
2.2643
350,000
<1H OCEAN
-117.01
32.78
20
2,616
597
1,532
579
2.9896
235,600
<1H OCEAN
-117.82
33.84
25
1,788
203
676
217
10.1299
454,300
<1H OCEAN
-118.01
34.09
29
3,402
747
2,331
690
3.6094
179,200
INLAND
-118.29
34.06
9
1,554
815
1,704
761
2.0185
141,700
<1H OCEAN
-122.42
37.73
50
3,426
769
2,261
671
2.888
246,400
NEAR BAY
-117.18
32.75
36
2,282
534
918
531
2.7222
284,700
NEAR OCEAN
-118.2
33.98
32
1,403
399
1,506
375
2
172,700
<1H OCEAN
-121.95
37.35
36
832
211
545
211
3.2813
244,400
<1H OCEAN
-117.26
33.06
11
2,660
352
1,226
366
7.6832
319,800
NEAR OCEAN
-117.53
33.83
7
2,191
324
1,156
310
5.5362
195,600
INLAND
-117.34
33.46
14
1,902
338
848
304
5.5395
273,300
<1H OCEAN
-122.02
37.97
36
2,342
436
1,191
416
4
171,000
NEAR BAY
-117.16
34.26
27
9,285
1,621
1,135
410
2.5446
135,200
INLAND
-121.51
38.53
36
2,603
408
966
419
5.3135
216,600
INLAND
-122.48
37.67
14
3,395
1,059
2,258
945
2.964
319,700
NEAR OCEAN
-117.98
33.86
26
1,240
285
781
315
4.1287
205,800
<1H OCEAN
-118.11
33.87
33
1,379
254
795
297
4.6713
231,800
<1H OCEAN
-121.78
38
8
2,371
375
1,094
396
5.3245
174,500
INLAND
-122.17
37.75
37
1,379
287
835
259
2.4962
91,800
NEAR BAY
-118.04
33.85
24
2,233
347
1,162
355
5.6094
279,200
<1H OCEAN
-118.26
34.08
45
2,225
827
2,699
792
1.9209
179,200
<1H OCEAN
-117.02
32.64
5
260
41
157
42
6.5151
281,700
NEAR OCEAN
-115.38
32.81
35
1,263
262
950
241
1.8958
67,500
INLAND
-118.07
33.83
17
4,822
1,168
3,868
1,117
2.5978
142,900
<1H OCEAN
-118.09
34.06
38
3,230
840
3,485
827
2.629
171,600
<1H OCEAN
-115.75
35.23
5
208
78
132
56
2.5333
75,000
INLAND
-121.47
38.48
24
2,359
462
2,048
476
3.2702
67,300
INLAND
-121.9
36.6
33
2,461
649
1,234
601
2.8727
225,000
NEAR OCEAN
-122.43
37.78
49
2,246
587
1,277
546
2.9792
350,000
NEAR BAY
-119.32
36.62
15
1,070
256
1,070
243
1.5642
51,500
INLAND
-121.78
39.71
8
140
28
84
29
2.125
179,200
INLAND
-119.55
36.51
46
1,889
390
971
403
2.2132
76,600
INLAND
-117.14
33.15
17
1,149
182
702
192
5.5696
168,400
<1H OCEAN
-120.12
35.99
7
2,049
482
1,387
422
2.25
56,200
INLAND
-118.11
33.82
37
1,987
347
1,095
357
4.3203
232,800
<1H OCEAN
-121.96
37.99
2
3,129
707
1,606
698
2.9591
210,100
INLAND
-117.94
33.8
28
2,914
489
1,500
499
4.9429
254,800
<1H OCEAN
-119.13
36.13
28
1,673
385
1,434
371
2.0586
40,900
INLAND
-122.93
40.78
20
3,758
798
1,685
757
2.3667
91,200
INLAND
-118.19
33.87
27
4,701
1,359
2,571
1,216
2.5417
184,100
<1H OCEAN
-122.44
37.78
52
2,911
753
1,696
676
2.5721
475,000
NEAR BAY
-120.02
37.72
17
2,806
600
990
410
2.3818
88,100
INLAND
-118.88
34.02
19
15,990
2,611
5,175
2,173
7.7848
500,001
NEAR OCEAN
-117.08
32.64
43
1,005
230
548
252
1.8672
145,800
NEAR OCEAN
-118.13
34.2
46
2,676
427
1,022
395
6.4288
295,500
INLAND
-118.58
34.25
23
4,883
769
2,119
725
5.521
280,800
<1H OCEAN
-121.91
37.3
31
616
131
185
107
3.625
265,000
<1H OCEAN
-117.74
34.07
42
2,504
553
1,550
509
3.0294
135,700
INLAND
-121.31
38.75
7
4,185
750
2,147
706
4.0519
129,200
INLAND
-118
33.84
30
1,549
325
885
299
4.0039
195,100
<1H OCEAN
-121.38
38.68
35
1,643
298
831
305
4.0673
84,200
INLAND
-117.45
34.1
6
5,571
1,316
4,048
1,154
2.0308
91,100
INLAND
-121.35
38.04
5
4,303
613
2,206
621
5.5842
159,100
INLAND
-121.23
37.95
32
2,081
472
1,342
411
2.7958
59,000
INLAND
-120.47
34.64
16
1,912
406
1,009
417
3.4063
138,000
NEAR OCEAN
-122.16
37.86
36
3,359
493
1,298
483
8.1586
404,300
NEAR BAY
-118.54
34.26
22
5,303
838
2,372
807
5.6912
311,800
<1H OCEAN
-120.42
34.96
20
1,678
307
840
316
4.4342
160,700
<1H OCEAN
-116.99
34.89
24
2,741
577
1,551
522
3.474
70,500
INLAND
-121.99
37.56
20
6,462
1,294
3,288
1,235
4.3393
231,200
<1H OCEAN
-118.92
35.26
20
3,815
924
3,450
920
2.0174
63,700
INLAND
-122.31
37.57
42
3,157
676
1,603
629
3.7422
292,600
NEAR OCEAN
-119.86
34.41
24
1,576
580
1,630
531
1.24
325,000
NEAR OCEAN
-118.33
34.17
44
1,934
375
750
365
2.473
251,800
<1H OCEAN
-121.85
37.25
20
3,773
624
1,965
607
5.4939
241,200
<1H OCEAN
-124.16
41.74
15
2,715
569
1,532
530
2.1829
69,500
NEAR OCEAN
-117.94
33.81
25
1,731
482
1,127
455
3.256
214,300
<1H OCEAN
-118.39
34.05
47
1,621
314
724
311
5.7509
474,100
<1H OCEAN
-118.95
35.38
30
2,594
478
1,419
480
3.725
83,100
INLAND
-117.08
33.11
28
2,094
585
1,556
563
2.2
127,700
<1H OCEAN
-121.3
38.65
36
1,665
293
846
306
3.5852
121,600
INLAND
-121.46
38.55
40
2,077
435
1,454
385
2.0074
57,000
INLAND
-118.19
33.77
21
2,103
727
1,064
603
1.6178
137,500
NEAR OCEAN
-118.7
34.3
23
2,831
406
1,284
393
6.1383
244,100
<1H OCEAN
-119.67
34.43
39
1,467
381
1,404
374
2.3681
241,400
<1H OCEAN
-119.33
36.19
27
418
163
332
141
1.0714
63,800
INLAND
-118.38
34.06
52
1,311
217
578
205
7.6771
500,001
<1H OCEAN
-120.64
35.47
8
416
121
936
97
2.1154
117,200
<1H OCEAN
-117.71
34.15
17
17,715
2,370
7,665
2,312
7.9068
349,100
INLAND
-119.18
34.18
31
2,636
638
2,695
614
3.2196
175,800
NEAR OCEAN
-123.08
40.4
10
365
102
140
49
1.7969
37,500
INLAND
-122.85
38.37
16
1,762
293
810
297
4.4437
305,000
<1H OCEAN
-121.38
38.59
38
1,839
287
685
276
4.5313
189,400
INLAND