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
-122.14
37.71
18
3,905
1,007
2,197
1,044
3.6932
166,800
NEAR BAY
-118.26
33.88
40
519
102
330
95
3.0972
108,500
<1H OCEAN
-121.47
38.55
48
968
310
706
274
0.9948
65,400
INLAND
-117.18
32.77
23
1,215
225
592
224
3.4
200,600
NEAR OCEAN
-117.9
34.12
33
1,788
456
1,787
361
2.6629
124,100
<1H OCEAN
-117.46
33.95
34
1,565
296
1,142
328
3.6979
99,600
INLAND
-121.82
37.73
47
127
23
51
21
4.3472
375,000
INLAND
-118.16
34.6
5
7,294
1,139
3,123
930
4.9904
154,100
INLAND
-118.1
33.93
33
1,474
325
1,205
335
3.1397
166,800
<1H OCEAN
-117.02
32.59
19
1,902
335
1,102
313
3.0365
98,100
NEAR OCEAN
-119.7
36.32
40
1,178
244
586
187
2.6477
43,500
INLAND
-118.11
33.8
35
1,034
180
444
177
5.4602
231,600
<1H OCEAN
-121.83
37.28
33
1,115
250
1,168
261
3.9009
178,600
<1H OCEAN
-118.35
34.16
45
1,390
281
538
270
4.2212
293,800
<1H OCEAN
-122.47
38.51
18
2,487
516
980
503
3.5506
187,500
INLAND
-119.82
36.32
18
942
193
424
174
2.0673
87,500
INLAND
-120.96
39.12
24
2,069
436
909
374
2.5326
139,100
INLAND
-118.04
34.04
32
1,619
323
1,492
342
3.5
165,100
<1H OCEAN
-122.11
37.64
31
1,487
280
854
301
5.2312
197,600
NEAR BAY
-117.25
34.13
33
2,898
503
1,374
487
3.6856
90,000
INLAND
-118.46
34.07
49
2,418
301
850
318
14.2867
500,001
<1H OCEAN
-122.04
38
16
3,077
733
1,447
709
3.2484
91,100
NEAR BAY
-117.19
33.64
12
1,481
265
757
243
3.235
210,700
<1H OCEAN
-118
33.66
16
2,809
708
1,260
638
3.2353
252,900
NEAR OCEAN
-122.41
37.8
52
1,724
416
1,016
395
3.3839
400,000
NEAR BAY
-121.69
36.8
19
2,164
410
1,309
426
3.338
185,300
<1H OCEAN
-118.07
33.8
34
3,486
507
1,311
503
7.1221
384,500
<1H OCEAN
-118.17
34.03
43
1,636
506
1,855
502
2.2902
152,400
<1H OCEAN
-118.43
33.96
16
14,891
3,984
6,270
3,595
5.1064
283,200
<1H OCEAN
-122.71
37.9
23
1,250
257
437
188
3.115
242,600
NEAR OCEAN
-121.91
37.29
36
945
149
371
158
5.6266
320,500
<1H OCEAN
-117.9
33.71
15
539
71
287
66
6.3427
305,200
<1H OCEAN
-115.9
32.69
18
414
86
98
54
1.5417
57,500
INLAND
-118.41
34.25
36
1,146
259
1,173
272
3.6016
153,800
<1H OCEAN
-117.78
33.69
16
3,400
501
1,575
488
6.0961
295,500
<1H OCEAN
-118.94
35.37
23
1,106
252
790
230
1.8523
59,700
INLAND
-117.37
33.98
43
2,862
772
1,878
675
2.1151
96,700
INLAND
-117.99
33.97
18
4,078
484
1,490
482
10.8034
500,001
<1H OCEAN
-117.95
33.76
29
1,829
366
1,703
343
4.1295
188,000
<1H OCEAN
-121.88
37.34
52
1,390
365
921
352
2.1442
188,900
<1H OCEAN
-118.19
33.84
24
1,228
320
537
273
2.25
192,000
NEAR OCEAN
-117.34
34.02
28
2,683
708
2,047
636
2.275
85,400
INLAND
-118.36
33.9
39
1,166
222
640
206
3.5313
230,400
<1H OCEAN
-118.32
33.85
42
3,146
770
1,859
740
3.5073
234,800
<1H OCEAN
-122.5
37.6
35
2,197
369
971
326
4.25
241,700
NEAR OCEAN
-117.35
34.11
34
2,104
388
1,578
365
3.0833
88,400
INLAND
-118.06
33.82
25
2,637
462
965
415
4.5833
190,900
<1H OCEAN
-117.07
32.64
38
1,486
269
745
295
4.6477
150,400
NEAR OCEAN
-117.92
33.62
35
1,821
335
727
316
6.5842
458,500
<1H OCEAN
-118.14
34.11
52
2,742
422
1,153
414
8.1124
500,001
<1H OCEAN
-119.44
36.6
34
864
184
579
171
2.0417
72,500
INLAND
-121.26
37.98
41
1,633
433
885
413
0.9782
54,200
INLAND
-118.03
33.83
25
768
195
529
184
3.175
132,800
<1H OCEAN
-117.09
32.69
18
1,645
430
1,221
410
1.3269
108,000
NEAR OCEAN
-118.68
34.08
18
102
17
55
21
3.9934
500,001
NEAR OCEAN
-117.74
34.03
27
3,623
809
3,712
754
3.4609
123,300
INLAND
-118.36
33.87
22
2,114
541
1,300
538
3.4208
290,000
<1H OCEAN
-122.06
37.33
29
1,945
269
826
275
8.248
498,800
<1H OCEAN
-118.32
34.1
36
1,655
690
1,957
633
1.7325
221,900
<1H OCEAN
-121.84
37.4
25
1,866
271
840
275
6.8677
288,500
<1H OCEAN
-120.66
35.29
39
2,163
652
1,153
599
2.084
233,300
NEAR OCEAN
-119.77
36.8
24
3,748
770
1,827
719
2.7222
83,100
INLAND
-117.72
34.02
17
1,781
262
860
256
6.5958
236,800
INLAND
-121.53
39.52
30
1,030
161
448
159
2.4821
73,800
INLAND
-118.01
33.86
29
2,307
452
1,218
402
3.4306
194,200
<1H OCEAN
-122.42
40.44
16
994
null
495
181
2.1875
76,400
INLAND
-116.87
33.94
35
4,448
906
2,736
843
2.218
73,400
INLAND
-118.4
34.19
37
934
231
587
230
3.625
181,300
<1H OCEAN
-121.24
38.79
23
1,419
261
706
269
3.1875
110,200
INLAND
-122.01
38.44
12
2,344
354
1,035
321
4.9773
281,200
INLAND
-121.99
37.96
17
2,756
423
1,228
426
5.5872
200,600
INLAND
-121.01
37.65
52
178
53
152
62
0.4999
82,500
INLAND
-121.23
38.04
32
1,829
262
677
243
6.1805
247,900
INLAND
-118.18
33.83
45
1,535
274
591
276
4.2411
371,700
NEAR OCEAN
-121.38
38.61
27
2,375
537
863
452
3.0086
126,900
INLAND
-122.24
38.12
39
2,967
500
1,243
523
4.2902
152,400
NEAR BAY
-120.49
35.35
17
3,043
608
1,457
545
3.1641
158,600
<1H OCEAN
-118.08
33.77
26
2,013
551
664
510
2.2708
67,500
<1H OCEAN
-119.83
36.54
31
1,732
332
979
294
2.5208
60,000
INLAND
-119.67
36.73
27
2,845
417
1,219
460
4.9196
117,900
INLAND
-117.3
34.17
30
2,483
573
1,172
438
1.875
89,700
INLAND
-122.32
37.56
9
1,150
287
377
243
3.8317
237,500
NEAR OCEAN
-118.32
33.8
39
1,415
298
729
278
3.1648
244,800
<1H OCEAN
-122.04
37.97
26
2,470
626
1,174
573
2.9861
160,900
NEAR BAY
-118.49
34.2
35
1,109
206
515
202
5.2118
215,800
<1H OCEAN
-122.42
37.66
41
2,189
414
1,063
409
4.7361
302,600
NEAR OCEAN
-117.42
33.98
16
10,072
2,043
5,913
1,909
3.0606
119,500
INLAND
-117.02
33.76
20
1,317
203
453
158
2.8393
120,700
INLAND
-119.87
36.72
30
1,584
316
984
300
2.0658
67,900
INLAND
-118.3
34.05
39
993
506
1,765
464
1.2786
121,900
<1H OCEAN
-120.54
38.75
9
3,006
540
1,102
418
3.9812
136,600
INLAND
-119.01
35.38
36
790
224
426
208
1.4427
50,600
INLAND
-121.6
39.12
21
1,299
338
1,494
311
1.3348
225,000
INLAND
-117.43
34.08
13
4,563
1,187
2,475
1,019
2.1189
121,700
INLAND
-121.55
39.51
39
1,551
353
684
310
2.0357
57,600
INLAND
-117.95
33.67
25
1,611
383
554
327
3.0417
137,300
<1H OCEAN
-117.06
32.81
17
3,939
550
1,694
553
6.7927
234,700
<1H OCEAN
-118.27
33.83
28
2,152
415
1,623
429
4.35
200,500
<1H OCEAN
-116.32
34.14
18
1,880
487
994
425
1.69
54,200
INLAND
-122.1
37.36
32
1,433
199
498
201
9.3586
500,001
NEAR BAY