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
-118.38
33.88
36
2,501
443
1,031
422
4.75
442,100
<1H OCEAN
-122.02
38.37
16
2,495
331
1,118
338
6.4894
198,000
INLAND
-122.29
38.3
52
144
54
89
48
1.0096
162,500
NEAR BAY
-119.23
34.17
18
6,171
1,490
2,164
1,210
3.6875
500,001
NEAR OCEAN
-117.76
33.71
14
4,321
582
2,025
578
8.3634
355,100
<1H OCEAN
-117.08
32.74
33
3,260
673
1,784
666
3.5078
126,500
NEAR OCEAN
-121.91
36.98
16
1,957
408
865
369
2.6875
233,300
NEAR OCEAN
-118.22
33.98
18
1,781
765
1,913
702
1.2059
255,000
<1H OCEAN
-118.36
34.06
52
2,130
455
921
395
2.9605
500,001
<1H OCEAN
-116.11
33.64
20
1,273
354
1,548
355
2.0871
84,700
INLAND
-117.89
33.61
16
2,413
559
656
423
6.3017
350,000
<1H OCEAN
-118.26
34.14
51
902
320
650
334
1.5417
268,800
<1H OCEAN
-118.58
34.2
35
1,323
228
756
216
4.233
221,300
<1H OCEAN
-117.91
33.84
26
1,156
393
1,880
400
2.2716
350,000
<1H OCEAN
-117.07
32.67
35
3,200
725
1,723
610
1.8977
95,600
NEAR OCEAN
-122.42
37.73
52
3,230
654
1,765
611
3.3333
292,300
NEAR BAY
-121.91
38.02
15
2,966
558
1,687
527
3.4817
129,800
INLAND
-118.08
33.93
34
1,558
375
1,179
337
3.2188
165,100
<1H OCEAN
-119.6
36.57
42
2,311
439
1,347
436
2.5556
69,700
INLAND
-118.48
34.05
36
2,143
434
751
396
6.7496
500,001
<1H OCEAN
-117.74
33.73
18
328
68
391
60
4.1167
87,500
<1H OCEAN
-122.44
37.79
52
1,726
384
614
356
3.6812
500,000
NEAR BAY
-122.07
37.98
12
6,915
1,639
2,940
1,468
4.0154
186,100
NEAR BAY
-121.56
38.44
43
1,485
270
653
251
3
141,700
INLAND
-118.26
34.02
38
1,091
349
1,786
340
2.131
136,500
<1H OCEAN
-118.33
33.93
38
694
112
412
119
6.0718
156,000
<1H OCEAN
-117.56
34.12
4
5,351
1,210
2,988
1,101
3.7973
181,300
INLAND
-120.85
35.37
21
1,033
195
588
187
2.8173
226,900
NEAR OCEAN
-117.9
33.83
33
3,065
611
2,204
606
3.8456
211,800
<1H OCEAN
-122.08
37.94
44
2,185
357
943
366
4.725
232,100
NEAR BAY
-122.12
37.85
18
5,252
686
1,870
657
8.0074
454,100
NEAR BAY
-122.12
38.01
50
1,738
355
837
363
3.609
135,700
NEAR BAY
-122.41
37.79
52
2,161
544
904
431
3.5066
350,000
NEAR BAY
-118.25
33.92
44
1,137
235
747
225
2
92,600
<1H OCEAN
-122.31
37.54
49
1,340
281
660
284
4.163
393,800
NEAR OCEAN
-121.91
37.47
13
5,377
744
2,759
760
6.868
337,300
<1H OCEAN
-118.08
33.92
34
2,118
437
1,414
442
3.7238
166,800
<1H OCEAN
-118.54
34.38
18
2,096
309
1,044
328
6.8299
262,100
<1H OCEAN
-118.14
33.87
44
1,607
271
799
283
5.084
214,100
<1H OCEAN
-118.28
33.99
38
1,454
323
1,098
297
1.5109
104,000
<1H OCEAN
-118.28
33.98
39
1,306
345
1,332
331
1.9564
92,200
<1H OCEAN
-119.69
36.86
20
1,676
263
786
240
4
164,600
INLAND
-117.66
33.48
22
809
180
334
157
2.3846
500,001
<1H OCEAN
-117.75
34.09
36
3,094
556
1,672
545
4.2143
146,900
INLAND
-121.22
37.79
36
1,052
221
712
212
1.7228
105,000
INLAND
-119.75
36.75
50
1,515
294
852
297
1.9955
54,200
INLAND
-118.47
34.01
27
1,782
471
837
422
3.7727
413,000
<1H OCEAN
-122.13
37.72
26
2,862
394
1,030
397
7.912
367,300
NEAR BAY
-120.16
39.01
16
1,463
264
54
26
4.975
206,300
INLAND
-122.36
37.57
35
1,774
205
588
207
10.7339
500,001
NEAR OCEAN
-121.89
37.29
38
1,568
351
710
339
2.7042
286,600
<1H OCEAN
-117.99
33.87
17
2,334
537
1,662
535
3.0147
217,000
<1H OCEAN
-117.94
33.64
24
1,097
307
470
333
1.6389
225,000
<1H OCEAN
-122.14
37.74
52
1,071
201
440
192
4.0662
204,200
NEAR BAY
-117.16
32.82
28
2,291
371
1,098
382
4.6875
188,000
NEAR OCEAN
-117.13
32.8
15
1,606
375
784
342
3.7237
108,300
NEAR OCEAN
-117.92
34.11
24
2,838
695
2,151
645
3.2202
126,200
<1H OCEAN
-121.4
36.85
50
2,666
613
1,768
555
2.6598
157,300
INLAND
-122.27
37.77
52
2,252
388
1,033
434
5.5337
372,000
NEAR BAY
-117.71
34.02
17
12,689
2,426
7,343
2,230
3.6361
157,700
INLAND
-118.32
34.17
45
3,448
690
1,562
643
4.0648
258,800
<1H OCEAN
-119.28
36.52
19
1,402
324
1,327
316
2.25
53,200
INLAND
-118.35
34.04
36
1,956
601
1,672
546
1.8685
150,700
<1H OCEAN
-116.47
33.81
7
10,105
2,481
6,274
2,095
2.4497
90,900
INLAND
-119.72
36.82
16
2,627
613
1,054
623
1.9483
112,500
INLAND
-118.52
34.05
45
1,814
325
709
311
4.825
500,001
<1H OCEAN
-119.7
34.43
37
1,462
306
678
322
5.1545
418,400
<1H OCEAN
-121.85
37.34
27
1,481
409
1,505
391
2.5769
137,500
<1H OCEAN
-121.46
38.48
8
3,593
659
1,710
530
3.5227
93,100
INLAND
-122.13
37.67
40
1,748
318
914
317
3.8676
184,000
NEAR BAY
-122.03
37.97
45
1,613
338
865
336
3.25
151,100
NEAR BAY
-122.05
39.6
34
2,051
342
958
322
2.8466
95,300
INLAND
-117.91
33.93
21
2,578
363
1,207
350
6.2452
291,700
<1H OCEAN
-118.35
33.95
45
1,076
213
781
238
3.95
164,000
<1H OCEAN
-121.96
37.81
12
6,488
778
2,404
765
8.3188
403,400
<1H OCEAN
-121.23
39.27
11
1,265
224
573
205
3.3603
162,500
INLAND
-122.25
37.77
52
1,038
220
482
215
3.1771
210,200
NEAR BAY
-117.93
33.87
29
1,221
371
1,822
326
1.7935
162,500
<1H OCEAN
-118.35
34.06
48
1,354
279
716
309
3.7167
385,000
<1H OCEAN
-118.39
34.17
28
2,790
748
1,351
697
3.2052
283,600
<1H OCEAN
-118.78
34.16
9
30,405
4,093
12,873
3,931
8.0137
399,200
NEAR OCEAN
-118.24
33.96
34
1,724
432
1,876
416
2.1078
100,600
<1H OCEAN
-122.22
37.47
23
7,740
1,943
4,124
1,743
3.3268
322,800
NEAR OCEAN
-117.89
33.74
34
1,759
353
2,083
330
3.2292
160,600
<1H OCEAN
-120.47
34.71
21
2,535
383
1,012
368
5.6177
183,800
NEAR OCEAN
-118.05
33.9
36
1,047
227
975
239
3.1897
155,000
<1H OCEAN
-121.04
38.81
11
3,522
623
1,456
544
3.93
163,400
INLAND
-118.43
34.43
5
21,113
4,386
9,842
3,886
4.2037
194,600
<1H OCEAN
-121
38.58
12
3,425
549
1,357
451
5.3344
217,500
INLAND
-122.09
37.63
36
1,570
274
992
249
5.3644
168,800
NEAR BAY
-118.3
33.73
40
2,582
606
1,304
588
3.5694
276,400
NEAR OCEAN
-117.71
33.57
6
3,673
881
1,846
768
4.877
144,300
<1H OCEAN
-120.1
36.96
20
2,100
317
910
274
4.8187
90,900
INLAND
-118.32
33.86
32
3,485
678
1,715
649
4.6563
291,700
<1H OCEAN
-118.35
33.87
28
2,319
579
1,369
564
3.6169
257,000
<1H OCEAN
-117.38
34.14
11
10,804
1,493
5,221
1,482
5.246
161,400
INLAND
-118.43
34.27
36
1,002
250
1,312
249
3.024
148,000
<1H OCEAN
-117.96
34.14
27
2,221
542
1,328
523
2.5275
151,700
INLAND
-118.22
33.89
41
990
228
776
207
2.125
120,200
<1H OCEAN
-121
37.63
49
2,051
500
1,525
467
1.59
80,900
INLAND