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
-122.39
37.72
52
135
34
93
26
2.1484
181,300
NEAR BAY
-121.83
37.37
43
821
149
370
135
4.25
209,100
<1H OCEAN
-122.43
37.76
52
2,250
566
1,051
562
2.8458
350,000
NEAR BAY
-122.39
37.74
45
1,462
308
924
302
2.1767
185,300
NEAR BAY
-118.21
34.07
42
902
318
1,312
323
1.9375
168,800
<1H OCEAN
-117.38
33.2
26
1,427
386
974
317
1.3903
184,400
NEAR OCEAN
-121.3
38.12
11
1,792
252
767
263
7.6889
229,300
INLAND
-122.55
37.9
34
1,431
224
503
220
7.9606
453,400
NEAR BAY
-121.02
36.94
33
1,541
313
880
272
2.5074
117,700
INLAND
-118.08
33.78
30
2,879
403
1,109
414
6.9324
364,700
<1H OCEAN
-121.23
37.95
36
811
168
514
152
2.625
89,200
INLAND
-117.25
34.16
35
2,707
481
1,595
479
3.9018
91,500
INLAND
-116.06
34.15
15
10,377
2,331
4,507
1,807
2.2466
66,800
INLAND
-118.37
34.18
42
1,140
300
643
252
3.3958
178,400
<1H OCEAN
-117.86
34.02
19
6,300
937
3,671
943
5.9716
262,100
<1H OCEAN
-117.86
34.14
36
3,097
667
1,484
634
3.1905
235,300
INLAND
-118.28
34
43
713
245
880
237
1.2065
103,600
<1H OCEAN
-121.49
38.47
26
6,121
1,185
4,224
1,105
2.3496
68,000
INLAND
-121.96
37.22
35
4,709
723
1,866
694
8.492
500,001
<1H OCEAN
-118.39
37.37
25
3,295
824
1,477
770
1.8325
105,800
INLAND
-122.08
37.4
23
806
158
373
156
5.9291
284,600
NEAR BAY
-118.36
33.91
41
2,048
439
1,191
429
3.8
222,500
<1H OCEAN
-118.12
33.84
37
2,143
382
1,047
377
4.4423
216,000
<1H OCEAN
-122.16
37.69
36
1,118
219
625
228
3.7813
192,200
NEAR BAY
-122.53
37.91
37
2,524
398
999
417
7.9892
500,001
NEAR BAY
-122.03
37.39
22
3,280
933
1,842
795
4.4107
232,700
<1H OCEAN
-118.17
34.11
26
4,971
996
2,370
932
4.9676
381,400
<1H OCEAN
-117.23
34.49
9
4,055
536
1,458
478
5.4201
170,600
INLAND
-119.69
34.43
44
2,440
485
1,011
442
4.149
443,600
<1H OCEAN
-121.99
37.29
32
2,930
481
1,336
481
6.4631
344,100
<1H OCEAN
-118.23
34.14
25
2,864
844
1,745
803
2.9167
224,300
<1H OCEAN
-118.34
34.17
52
1,133
212
545
222
4.875
249,500
<1H OCEAN
-118.2
33.98
38
867
243
950
235
1.8929
163,100
<1H OCEAN
-121.27
38.64
22
1,597
280
657
273
4.3098
213,500
INLAND
-122.2
37.4
30
2,612
338
980
324
10.0481
500,001
NEAR OCEAN
-123.02
38.81
45
1,717
389
916
367
3.2425
138,800
<1H OCEAN
-117.13
32.75
24
1,877
519
898
483
2.2264
112,500
NEAR OCEAN
-118.26
34.08
46
945
250
910
252
3.5039
187,500
<1H OCEAN
-122.26
38.29
10
969
160
482
180
6.5799
218,100
NEAR BAY
-117.09
32.98
23
1,125
273
687
308
2.3182
268,800
<1H OCEAN
-117.94
33.65
15
2,016
443
1,015
419
5.2732
209,700
<1H OCEAN
-117.82
33.78
25
4,977
645
2,061
646
6.58
318,500
<1H OCEAN
-119.98
36.9
26
1,284
239
820
254
2.5833
62,300
INLAND
-121.92
36.62
52
728
161
313
142
3.4327
254,500
NEAR OCEAN
-118.14
33.89
33
2,867
786
1,774
705
2.9292
183,400
<1H OCEAN
-118.37
34.14
23
1,883
512
774
478
3.5096
396,400
<1H OCEAN
-122.42
37.75
52
1,564
396
1,162
374
3
275,000
NEAR BAY
-122.47
37.76
52
4,001
809
1,886
756
3.3239
350,000
NEAR BAY
-121.94
38.02
29
5,765
1,170
3,266
1,131
2.7907
113,900
INLAND
-121.99
38.34
16
1,470
261
748
256
4.0433
132,200
INLAND
-117.93
33.85
31
2,149
465
966
302
3.875
183,900
<1H OCEAN
-117.13
34.17
17
1,181
271
248
114
5.5762
150,000
INLAND
-119.02
35.37
44
2,687
620
1,521
549
1.7213
61,600
INLAND
-117.12
34.1
40
96
14
46
14
3.2708
162,500
INLAND
-117.12
32.9
14
3,249
937
1,929
838
2.8588
92,500
<1H OCEAN
-117.68
33.49
16
3,084
724
2,557
690
2.8357
106,300
<1H OCEAN
-118.01
33.74
25
8,110
1,264
3,613
1,232
6.0609
264,900
<1H OCEAN
-116.21
33.66
19
1,596
295
1,201
282
3.8846
100,900
INLAND
-116.99
33.01
11
1,412
185
529
166
7.7517
500,001
<1H OCEAN
-119.21
34.19
15
3,797
692
2,216
675
4.7443
229,500
NEAR OCEAN
-116.69
33.5
13
1,187
255
442
179
1.9107
155,700
INLAND
-121.49
38.57
49
1,334
492
634
421
1.7568
93,800
INLAND
-118.15
34.04
44
647
142
457
143
3.6875
162,500
<1H OCEAN
-122.39
37.74
52
126
24
37
27
10.2264
225,000
NEAR BAY
-116.93
33.74
15
3,757
666
1,693
654
3.6806
112,800
INLAND
-117.98
34.13
29
2,110
460
1,890
448
3.6806
130,500
INLAND
-120.45
34.97
25
1,920
380
1,434
388
3.0368
129,300
<1H OCEAN
-121.85
37.72
43
228
40
83
42
10.3203
400,000
INLAND
-122.19
37.78
52
1,070
193
555
190
3.7262
166,900
NEAR BAY
-118.4
33.78
24
4,787
562
1,653
548
12.9758
500,001
NEAR OCEAN
-122.16
37.46
32
2,663
661
1,403
733
4.2667
410,200
NEAR BAY
-123
38.33
8
3,223
637
851
418
5.6445
364,800
NEAR OCEAN
-117.99
34.18
38
2,981
432
1,063
437
6.5254
365,000
INLAND
-118.2
33.87
42
1,482
310
1,052
317
3.9469
158,200
<1H OCEAN
-122.47
37.78
52
2,042
378
1,153
408
4.1856
404,700
NEAR BAY
-117.2
33.72
16
5,373
1,079
1,573
933
1.9912
98,600
<1H OCEAN
-118.42
34.18
30
1,323
353
856
333
3.3594
202,200
<1H OCEAN
-117.13
32.73
52
1,148
214
481
215
5.454
240,900
NEAR OCEAN
-121.79
37.99
10
4,156
609
1,878
586
5.6506
178,600
INLAND
-119.27
35.87
12
972
269
1,134
286
1.63
49,500
INLAND
-117.96
34.1
35
4,036
904
3,878
846
3.2957
141,600
INLAND
-117.09
32.76
43
3,889
711
1,466
663
3.5529
223,000
NEAR OCEAN
-118.61
34.25
16
8,295
1,506
3,903
1,451
5.5111
276,600
<1H OCEAN
-122.38
37.59
31
3,052
844
1,581
788
3.0744
457,700
NEAR OCEAN
-120.8
37.52
13
2,920
481
1,602
490
3.9286
145,800
INLAND
-118.37
34.05
52
2,346
437
1,121
400
4.0583
444,300
<1H OCEAN
-118.02
34.13
32
3,308
718
1,803
667
3.9464
273,600
INLAND
-117.11
33.15
14
8,374
1,407
2,916
1,295
4.7019
191,100
<1H OCEAN
-118.25
33.89
41
1,476
286
1,086
278
2.4632
111,700
<1H OCEAN
-117.31
34.41
14
3,019
643
1,639
582
1.5288
103,400
INLAND
-117.49
33.93
26
2,970
576
2,156
558
3.9522
124,600
INLAND
-118.31
33.84
5
3,559
869
2,965
794
2.6491
216,700
<1H OCEAN
-119.16
36.28
18
2,377
414
1,359
424
4.4
79,300
INLAND
-120.97
37.69
16
2,793
476
1,279
477
3.4667
160,900
INLAND
-118.06
33.98
38
1,862
319
975
305
4.7266
177,600
<1H OCEAN
-118
33.68
12
5,241
985
2,048
943
6.4858
285,400
<1H OCEAN
-118.38
34.28
22
4,428
825
3,152
836
4.7932
166,300
<1H OCEAN
-118.05
33.72
17
1,875
472
900
406
5.2589
226,100
<1H OCEAN
-118.05
33.98
41
1,694
413
1,222
387
2.8311
155,300
<1H OCEAN
-122.19
37.43
39
2,392
420
937
406
6.6136
472,800
NEAR OCEAN