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
-118.24
33.97
37
1,053
263
1,354
292
2.5833
112,500
<1H OCEAN
-117.08
33.16
11
6,341
1,030
2,697
977
4.8554
206,700
<1H OCEAN
-118.95
35.4
23
4,483
894
2,136
883
3.6875
101,700
INLAND
-122.14
38.02
44
1,625
432
825
385
2.0523
133,900
NEAR BAY
-117.09
33.1
21
2,876
539
1,387
499
3.8292
177,000
<1H OCEAN
-124.16
41.02
23
1,672
385
1,060
390
2.1726
75,500
NEAR OCEAN
-118.31
34.02
43
2,255
533
1,568
470
1.6955
115,200
<1H OCEAN
-117.87
34.12
34
1,004
220
772
217
3.8571
174,500
<1H OCEAN
-118.13
34.21
36
1,449
235
621
210
6.1824
274,100
INLAND
-122.44
37.8
52
3,149
719
1,145
658
4.625
500,001
NEAR BAY
-116.91
34.24
23
6,379
1,636
1,350
568
1.6336
124,500
INLAND
-117.89
33.82
18
3,197
809
1,894
726
3.6761
140,500
<1H OCEAN
-117.23
34.12
18
1,439
319
699
310
2.1071
73,500
INLAND
-120.43
36.99
16
1,027
199
673
193
2.9688
63,800
INLAND
-120.84
37.43
32
2,892
521
1,580
484
3.7784
164,500
INLAND
-117.25
33.01
16
3,892
520
1,454
524
7.7317
396,000
NEAR OCEAN
-122.27
37.78
45
1,169
263
723
286
3.9444
212,900
NEAR BAY
-121.2
38.73
11
4,897
636
1,931
616
7.7499
334,800
INLAND
-118.09
34.09
36
1,068
246
949
250
2.3462
188,500
<1H OCEAN
-118.29
34.05
18
3,585
1,661
5,229
1,534
1.847
250,000
<1H OCEAN
-117.96
33.85
36
1,951
365
1,254
358
4.8438
185,700
<1H OCEAN
-117.08
34.02
20
3,111
563
1,453
538
3.3365
122,800
INLAND
-118.21
33.98
37
788
215
883
221
2.6818
164,600
<1H OCEAN
-121.95
37.25
30
3,298
634
1,532
602
5.0863
332,000
<1H OCEAN
-122.17
39.92
16
1,566
306
652
287
1.9038
60,800
INLAND
-117.94
34.03
35
1,499
289
1,112
268
3.83
149,000
<1H OCEAN
-116.44
33.93
17
5,293
1,266
1,201
599
1.6849
88,400
INLAND
-122.02
36.98
44
1,153
238
657
219
3.2368
212,500
NEAR OCEAN
-121.43
38.56
50
1,533
288
532
257
2.5417
125,900
INLAND
-121.75
36.76
32
1,740
399
1,563
389
2.7694
132,400
<1H OCEAN
-118.18
33.91
36
1,138
238
878
224
2.0625
134,400
<1H OCEAN
-117.61
34.02
8
63
9
25
7
7.7197
275,000
INLAND
-122.23
37.78
43
1,420
472
1,506
438
1.9338
112,500
NEAR BAY
-120.41
34.96
21
1,774
263
724
237
4.65
152,500
<1H OCEAN
-117.28
34.68
28
1,932
421
1,156
404
1.8958
55,600
INLAND
-122.29
37.92
32
1,736
234
602
231
6.516
401,000
NEAR BAY
-119.74
34.43
26
3,119
562
1,459
562
5.0434
340,400
NEAR OCEAN
-120.02
39.24
32
1,347
444
825
303
1.8269
225,000
INLAND
-121.8
37.26
16
1,868
285
995
284
5.9053
260,500
<1H OCEAN
-118.97
35.37
41
2,396
602
1,781
543
1.8819
58,000
INLAND
-121.62
39.11
5
2,320
502
1,245
489
3.2465
97,200
INLAND
-121.51
38.26
52
910
212
429
212
1.6458
52,800
INLAND
-118.33
33.87
44
724
133
373
133
3.9167
265,600
<1H OCEAN
-120.45
34.95
32
1,574
447
1,772
463
1.8625
90,200
<1H OCEAN
-121.92
36.56
40
2,124
449
643
341
5.5164
369,100
NEAR OCEAN
-117.59
33.44
3
5,813
1,264
2,363
1,041
4.3897
341,300
NEAR OCEAN
-117.98
34.02
32
2,945
651
2,044
652
3.1979
183,900
<1H OCEAN
-117.65
33.63
16
3,388
425
1,395
427
8.4471
351,300
<1H OCEAN
-122.5
37.75
45
1,620
null
941
328
4.3859
270,200
NEAR OCEAN
-121.84
37.99
13
4,545
952
2,188
901
3.3625
126,100
INLAND
-120.82
37.51
17
1,664
253
736
254
4.4083
165,800
INLAND
-117.02
34.9
37
1,199
351
782
296
1.6515
61,600
INLAND
-118.13
34.03
42
2,203
467
1,470
488
2.8385
192,200
<1H OCEAN
-121.94
37.73
22
6,719
1,068
2,843
994
6.1265
260,300
<1H OCEAN
-119.22
34.27
11
4,695
955
2,065
982
3.2158
223,600
NEAR OCEAN
-121.78
37.66
25
1,947
418
900
354
3.8523
193,000
INLAND
-121.99
37.54
18
3,584
715
1,673
661
3.9444
240,100
<1H OCEAN
-116.95
33.79
20
2,399
546
1,726
542
1.8845
77,700
INLAND
-116.92
32.82
17
2,492
494
1,278
439
2.8875
155,700
<1H OCEAN
-117.29
34.13
44
2,337
563
1,238
467
1.5156
75,800
INLAND
-118.36
33.8
38
2,553
400
1,042
393
6.9742
500,001
NEAR OCEAN
-122.48
37.51
22
1,564
278
761
270
4.7578
318,500
NEAR OCEAN
-122.02
37.36
25
2,074
387
1,273
383
4.7609
378,000
<1H OCEAN
-122.36
40.55
21
2,500
466
1,428
502
2.6513
113,300
INLAND
-122.01
39.21
50
1,592
372
781
307
2.2679
69,100
INLAND
-122.13
37.71
44
1,613
339
776
346
3.1103
188,900
NEAR BAY
-121.52
39.49
30
1,217
238
677
233
2.6563
63,600
INLAND
-117.41
33.95
37
1,586
283
675
305
2.9583
132,100
INLAND
-119.67
36.35
10
1,090
164
470
158
4.9432
118,800
INLAND
-118.06
33.98
42
1,342
243
615
208
5.4381
186,900
<1H OCEAN
-117.25
32.84
19
1,759
214
659
195
10.7751
500,001
NEAR OCEAN
-121.33
37.99
15
4,472
1,079
1,837
976
2.5
175,900
INLAND
-118.28
34.06
52
1,261
616
2,309
581
1.6184
225,000
<1H OCEAN
-117.99
33.83
35
1,484
252
916
248
5.2657
191,400
<1H OCEAN
-118.28
34.07
24
3,247
1,281
2,642
1,182
2.4632
216,700
<1H OCEAN
-118.87
34.18
21
5,661
1,369
3,188
1,308
3.4676
212,800
<1H OCEAN
-119.55
36.37
26
1,912
339
1,002
311
3.0375
126,300
INLAND
-118.24
34.14
28
1,843
554
1,402
512
2.462
254,000
<1H OCEAN
-118.27
33.86
26
1,097
167
701
188
6.5799
196,600
<1H OCEAN
-121.81
38.45
24
1,951
341
1,140
338
3.7061
128,500
INLAND
-121.48
38.52
36
1,824
357
906
356
2.9911
96,400
INLAND
-120.88
38.58
8
3,417
604
1,703
623
4.0827
170,700
INLAND
-121.46
38.7
32
965
183
568
188
3.8611
93,900
INLAND
-119.4
36.55
19
3,000
628
2,202
590
2.5141
67,400
INLAND
-117.67
35.65
18
2,737
589
1,128
533
2.8
72,000
INLAND
-117.79
33.76
25
2,037
252
796
249
11.0546
487,200
<1H OCEAN
-118.33
33.77
33
4,244
595
1,534
557
9.8214
500,001
NEAR OCEAN
-122.5
37.77
52
2,433
454
1,070
420
4.125
359,500
NEAR BAY
-117.11
32.71
29
1,040
291
1,054
297
1.1818
83,200
NEAR OCEAN
-122.04
36.97
52
1,901
335
955
301
3.8259
253,100
NEAR OCEAN
-117.31
34.12
37
1,412
343
1,127
351
1.1667
70,900
INLAND
-118.3
33.99
44
1,458
326
1,159
283
1.1645
98,200
<1H OCEAN
-119.34
36.62
26
1,922
339
1,148
332
2.6058
92,200
INLAND
-121.34
38.59
22
3,273
480
1,151
463
8.05
380,000
INLAND
-118
33.82
21
2,253
580
1,536
500
3.2326
204,700
<1H OCEAN
-118.04
33.94
31
3,808
670
2,430
660
4.625
173,900
<1H OCEAN
-118.26
34.07
40
680
273
995
249
2.2607
165,600
<1H OCEAN
-117.77
34.07
29
2,976
662
2,452
633
3.0638
113,600
INLAND
-118.43
34.14
44
1,693
239
498
216
10.9237
500,001
<1H OCEAN
-121.53
38.56
39
2,438
483
1,103
472
2.9375
86,600
INLAND