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
-117.06
32.78
31
2,485
436
942
448
4.8
220,800
NEAR OCEAN
-118.3
34
52
1,686
377
982
356
2.0958
116,400
<1H OCEAN
-117.45
34.11
7
6,356
1,244
4,052
1,164
2.9112
121,700
INLAND
-117.71
33.61
26
2,280
550
669
502
2.3438
72,300
<1H OCEAN
-122.07
37.57
8
8,647
1,407
5,019
1,379
6.5615
318,300
NEAR BAY
-117.08
33.14
11
1,430
292
921
294
4.2357
160,900
<1H OCEAN
-123.1
38.97
36
1,211
247
697
251
2.5761
94,900
<1H OCEAN
-122.46
37.71
44
364
102
339
98
2.483
214,300
NEAR OCEAN
-117.38
33.14
14
5,039
1,373
1,298
696
3.209
313,300
NEAR OCEAN
-118.3
34
52
1,743
421
1,206
384
1.6875
116,000
<1H OCEAN
-120.55
36.97
42
1,766
344
1,084
323
2.3295
74,400
INLAND
-122.28
37.55
17
4,199
629
2,020
630
6.1228
375,700
NEAR BAY
-118.68
34.28
17
6,488
1,102
3,199
1,070
5.0962
238,000
<1H OCEAN
-115.37
32.81
32
741
191
623
169
1.7604
68,600
INLAND
-118.22
33.99
24
1,402
482
1,976
466
2.6964
163,200
<1H OCEAN
-117.72
33.54
13
4,866
812
1,909
733
4.9821
244,800
<1H OCEAN
-117.27
34.13
40
1,298
254
793
268
3.0721
83,800
INLAND
-124.14
40.58
25
1,899
357
891
355
2.6987
92,500
<1H OCEAN
-121.49
38.49
26
1,557
301
986
300
2.6613
77,700
INLAND
-121.88
37.64
20
1,309
184
514
172
10.9506
475,800
INLAND
-118.27
34.08
35
1,147
365
1,016
296
2.3913
198,800
<1H OCEAN
-122.02
37.36
24
1,709
437
892
408
4.9671
335,200
<1H OCEAN
-118.28
34.11
45
1,607
331
633
332
3.1445
438,300
<1H OCEAN
-117.59
33.91
7
10,223
1,491
5,205
1,509
5.4872
203,400
INLAND
-118.37
34.08
52
2,946
695
1,258
650
3.9783
374,100
<1H OCEAN
-121.22
38.78
8
3,418
514
1,312
409
6.3914
218,000
INLAND
-118.56
34.42
2
966
270
233
169
1.9667
450,000
<1H OCEAN
-121.33
38.62
19
1,853
415
772
397
2.2574
135,800
INLAND
-118.14
33.8
43
2,506
531
1,230
543
3.4211
203,900
NEAR OCEAN
-118.47
33.99
41
1,146
310
833
270
2.5938
285,000
<1H OCEAN
-119.79
36.8
27
2,462
484
852
449
3.32
124,700
INLAND
-117.88
34.13
33
3,713
718
2,106
720
4.0023
185,500
<1H OCEAN
-118.18
33.95
39
2,121
579
1,991
528
2.9094
152,200
<1H OCEAN
-118.05
34.13
23
3,264
729
1,475
668
3.735
218,300
INLAND
-117.7
33.63
23
3,038
473
1,501
436
5.5584
241,700
<1H OCEAN
-121.35
37.97
33
3,656
681
1,698
671
3.1406
93,900
INLAND
-118.04
34.11
44
773
120
405
121
5
447,100
INLAND
-115.56
32.8
28
1,672
416
1,335
397
1.5987
59,400
INLAND
-120.41
37.88
16
744
141
311
122
4.4231
87,500
INLAND
-117.78
33.86
16
3,471
708
1,769
691
4.1064
246,100
<1H OCEAN
-117.18
32.83
31
1,772
353
1,090
350
3.9265
162,000
NEAR OCEAN
-119.18
34.22
15
4,615
1,008
2,549
973
3.9063
198,700
NEAR OCEAN
-116.96
33.62
8
1,003
167
388
140
4.2917
221,900
INLAND
-117.07
32.69
29
1,429
293
1,091
317
3.4609
118,000
NEAR OCEAN
-121.28
37.99
42
495
116
284
97
2.8854
55,700
INLAND
-118.34
34.04
42
2,010
494
1,203
427
1.9408
134,600
<1H OCEAN
-117.06
32.66
24
2,587
491
1,617
458
3.5066
133,400
NEAR OCEAN
-122.21
40.18
30
744
156
410
165
2.1898
63,200
INLAND
-119.8
36.78
50
1,818
374
737
338
2.2614
73,000
INLAND
-118.3
34
40
1,131
281
859
230
1.1806
134,600
<1H OCEAN
-121.7
37.91
17
1,962
291
825
267
4.8958
187,100
INLAND
-122.02
38.02
44
1,465
247
817
237
4.8693
156,900
NEAR BAY
-117.83
34.11
29
2,671
437
1,484
445
4.9844
203,000
INLAND
-116.98
32.85
12
3,570
713
3,321
666
4.0882
134,500
<1H OCEAN
-118.13
33.77
37
4,365
926
1,661
868
5.3046
360,700
NEAR OCEAN
-122.69
38.27
32
2,344
434
1,066
384
4.0313
285,000
<1H OCEAN
-118.98
35.38
28
1,171
299
1,193
273
0.8639
49,400
INLAND
-118.39
34.1
30
6,310
957
1,776
880
8.944
500,001
<1H OCEAN
-118.56
34.41
4
17,313
3,224
6,902
2,707
5.6798
320,900
<1H OCEAN
-117.65
34.08
40
1,609
258
624
242
5.4689
158,200
INLAND
-122.19
37.77
45
1,852
393
1,132
349
2.7159
101,400
NEAR BAY
-118.15
34.59
33
2,111
429
1,067
397
3.7344
111,400
INLAND
-121.05
37.93
17
2,474
480
1,649
453
3.275
156,500
INLAND
-122.1
37.65
31
1,797
327
796
319
4.4427
204,500
NEAR BAY
-118.33
34.09
30
1,679
682
1,445
579
2.1403
200,000
<1H OCEAN
-118.03
34.1
30
2,773
634
1,376
540
2.7857
201,700
INLAND
-118.4
33.99
39
1,613
380
1,113
356
2.825
276,700
<1H OCEAN
-121.3
38.26
19
1,403
276
901
290
3.215
104,600
INLAND
-117.32
34.08
46
1,308
276
576
244
3.1875
84,000
INLAND
-118.4
33.87
40
1,679
372
719
385
6.435
479,500
<1H OCEAN
-117.91
33.62
35
2,426
359
937
387
9.2175
500,001
<1H OCEAN
-122.72
38.35
16
3,049
609
1,675
618
2.4117
162,500
<1H OCEAN
-118.77
34.27
7
3,074
794
1,816
654
2.7137
196,400
<1H OCEAN
-118.43
34
37
1,340
358
1,008
340
3.7614
314,300
<1H OCEAN
-117.86
33.62
23
3,166
411
1,092
345
7.9367
500,001
<1H OCEAN
-115.57
32.8
17
1,492
426
1,595
428
1.7188
69,900
INLAND
-118.32
34.07
25
2,740
707
1,420
664
3.5909
404,500
<1H OCEAN
-120.59
35.13
8
6,638
1,054
2,710
966
4.6776
295,500
<1H OCEAN
-122.15
37.74
49
1,494
316
611
288
2.2
187,500
NEAR BAY
-121.83
37.38
31
3,633
843
2,677
797
3.2222
184,800
<1H OCEAN
-118.35
34.05
52
1,971
414
1,065
409
3.6435
195,800
<1H OCEAN
-115.55
32.98
24
2,565
530
1,447
473
3.2593
80,800
INLAND
-121.51
37.02
19
2,372
394
1,142
365
4.0238
374,600
INLAND
-122.24
37.77
52
1,711
386
885
373
3.6417
206,300
NEAR BAY
-122.53
39.5
25
1,231
240
658
211
2.4861
71,900
INLAND
-122.45
38.58
34
2,517
483
1,324
464
3.0938
189,400
INLAND
-121.46
38.57
52
810
172
326
151
3.1583
140,000
INLAND
-118.19
33.89
31
886
224
1,154
247
2.1071
99,500
<1H OCEAN
-121.77
37.67
20
8,068
1,217
3,489
1,259
5.7907
264,200
INLAND
-118.05
34.04
33
1,348
null
1,098
257
4.2917
161,200
<1H OCEAN
-117.89
34.07
35
1,439
261
804
271
3.9808
188,600
<1H OCEAN
-121.94
37.25
16
3,942
749
1,894
737
5.2894
332,800
<1H OCEAN
-117.99
33.93
27
3,708
718
1,921
721
4.375
210,400
<1H OCEAN
-121.82
38.01
50
1,120
281
625
239
1.5988
96,400
INLAND
-116.24
33.71
10
9,033
2,224
5,525
1,845
2.7598
95,000
INLAND
-118.23
34.16
31
3,105
582
1,359
547
5.1718
429,100
<1H OCEAN
-120.47
34.63
23
2,441
463
1,392
434
3.7917
142,200
NEAR OCEAN
-122.15
37.44
52
1,945
293
708
275
6.1655
500,001
NEAR BAY
-118.35
34.02
52
427
92
233
116
3.25
134,700
<1H OCEAN
-117.86
33.73
30
2,651
572
3,249
552
3.7202
182,100
<1H OCEAN