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
-116.96
34.94
20
2,355
467
1,198
428
3.9934
88,500
INLAND
-119.83
36.82
14
1,087
165
365
176
7.2909
155,600
INLAND
-118.04
33.82
26
4,105
637
2,072
648
5.844
273,900
<1H OCEAN
-118.59
35.72
28
1,491
408
98
48
1.4205
90,000
INLAND
-122.01
37.99
28
1,900
401
918
351
3.7841
144,900
NEAR BAY
-118.43
34.22
34
2,300
429
1,447
455
4.2656
233,700
<1H OCEAN
-119.02
34.24
24
4,650
748
2,374
702
5.8838
232,600
<1H OCEAN
-121.23
38.69
19
5,268
849
2,357
849
3.9226
148,700
INLAND
-118.38
34.05
52
1,241
210
526
214
4.4191
334,100
<1H OCEAN
-117.31
34.09
34
1,336
345
1,009
311
1.608
73,700
INLAND
-123.35
40.99
23
141
59
47
23
1.125
66,000
INLAND
-116.9
34.52
20
3,481
840
1,694
587
1.4
77,700
INLAND
-121.7
36.6
19
3,562
530
1,607
505
5.0162
283,100
<1H OCEAN
-120.17
39.33
18
1,046
204
486
179
4.119
110,900
INLAND
-117.51
33.88
24
3,044
602
2,541
564
4.131
123,800
INLAND
-123.8
39.44
33
2,024
459
1,019
422
1.9208
93,600
<1H OCEAN
-120.41
34.96
16
2,299
403
1,245
395
4.2125
148,300
<1H OCEAN
-117.16
32.71
5
2,508
827
2,066
761
1.3092
325,000
NEAR OCEAN
-119.75
34.5
26
3,563
579
1,479
575
5.9522
438,400
<1H OCEAN
-118.3
34.26
42
2,186
423
1,145
439
4.81
191,900
<1H OCEAN
-117.05
33.26
14
3,103
569
1,704
539
3.7644
264,700
<1H OCEAN
-117.96
33.93
15
2,014
419
839
390
4.7446
175,400
<1H OCEAN
-118.27
34
46
1,748
428
1,707
409
2.148
103,800
<1H OCEAN
-122.72
40.17
16
396
78
188
72
1.3889
87,500
INLAND
-117.94
33.92
28
639
179
1,062
169
3.0588
145,200
<1H OCEAN
-118.17
34.01
30
1,228
358
1,603
323
3.0225
130,800
<1H OCEAN
-118.16
34.19
44
2,195
449
1,377
417
3.5887
153,500
<1H OCEAN
-122.04
37.97
39
1,323
245
705
261
3.1968
151,000
NEAR BAY
-118.99
35.35
32
1,293
317
1,109
286
1.1786
45,600
INLAND
-122.13
37.75
30
414
54
137
50
4.975
311,100
NEAR BAY
-118.22
34.03
45
554
214
888
218
1.8125
139,600
<1H OCEAN
-121.31
37.98
47
3,386
663
1,228
619
3.0625
141,500
INLAND
-122.35
37.58
26
854
246
396
231
2.8393
375,000
NEAR OCEAN
-122.43
37.78
24
2,037
696
1,371
585
0.9355
112,500
NEAR BAY
-118.33
34.27
29
3,034
732
1,776
702
3.1349
230,200
<1H OCEAN
-121.94
37.34
42
2,174
420
1,304
464
3.1429
286,500
<1H OCEAN
-121.4
38.47
4
20,982
3,392
10,329
3,086
4.3658
130,600
INLAND
-117.21
34.49
14
2,125
348
1,067
360
3.6333
116,200
INLAND
-117.35
33.16
22
1,331
305
580
193
3.975
500,001
NEAR OCEAN
-119.12
35.37
13
4,527
713
2,170
671
4.8266
146,200
INLAND
-118.46
34.06
46
1,302
215
482
226
7.0674
500,001
<1H OCEAN
-121.83
37.28
17
3,057
606
2,030
602
5.2166
230,900
<1H OCEAN
-122.62
38.92
13
520
115
249
109
1.8417
84,700
INLAND
-122.43
37.75
52
2,285
509
839
456
4.7946
355,600
NEAR BAY
-121.93
37.28
34
2,422
370
1,010
395
5.6494
376,200
<1H OCEAN
-117.26
33.18
9
4,540
793
2,235
746
4.5781
225,600
NEAR OCEAN
-117.93
33.93
37
1,128
273
931
234
2.8
137,500
<1H OCEAN
-117
32.74
17
2,357
599
1,423
510
1.8856
118,800
<1H OCEAN
-118.33
34.02
42
2,043
378
869
416
3.5
181,100
<1H OCEAN
-117.05
33.01
19
3,558
588
1,439
578
4.625
211,100
<1H OCEAN
-118.94
36.32
10
2,271
398
986
358
4.0703
147,100
INLAND
-118.29
33.79
10
3,708
1,016
2,855
948
2
165,400
<1H OCEAN
-118.16
33.79
26
3,061
844
2,135
769
2.875
164,000
NEAR OCEAN
-118.82
34.15
9
655
110
222
109
7.8528
337,500
NEAR OCEAN
-120.02
38.86
19
2,429
459
883
300
3.017
97,600
INLAND
-117.12
32.75
25
2,222
634
1,025
568
1.64
130,000
NEAR OCEAN
-117.89
33.78
16
6,352
1,747
5,085
1,649
2.8835
193,800
<1H OCEAN
-122.33
37.57
43
2,543
621
1,301
606
3.1111
318,400
NEAR OCEAN
-120.47
34.7
24
2,387
385
1,051
382
4.4595
152,700
NEAR OCEAN
-121.28
38.13
48
1,892
333
804
352
4.0625
143,200
INLAND
-118.69
34.21
10
3,663
409
1,179
371
12.542
500,001
<1H OCEAN
-122.42
37.73
48
1,474
308
998
330
4.0781
250,300
NEAR BAY
-117.95
33.68
26
2,249
344
1,311
373
5.0287
265,000
<1H OCEAN
-122.1
37.38
37
4,167
612
1,577
597
7.5655
500,001
NEAR BAY
-118.44
34.06
13
4,833
1,119
1,649
807
6.2389
500,001
<1H OCEAN
-121.27
38.71
16
4,082
666
1,912
652
4.4609
142,900
INLAND
-116.2
33.63
23
1,152
273
1,077
235
2.5
96,300
INLAND
-120.33
38
14
1,944
330
822
314
3.5
170,700
INLAND
-122.3
37.9
35
1,102
308
688
303
2.3946
141,700
NEAR BAY
-120.46
34.74
15
2,185
386
827
336
5.3765
223,100
NEAR OCEAN
-118.46
34
37
388
83
248
84
5.1664
326,700
<1H OCEAN
-118.13
33.9
36
1,814
350
886
347
3.4868
208,400
<1H OCEAN
-122.2
39.51
37
2,358
413
1,060
424
2.8333
69,700
INLAND
-122.8
38.37
26
1,634
315
909
317
4.1731
257,200
<1H OCEAN
-118.49
34.03
32
3,851
900
1,456
836
4.5208
442,100
<1H OCEAN
-117.24
33.22
20
1,962
334
1,173
349
4.1316
162,500
<1H OCEAN
-121.93
37.24
26
2,574
414
1,096
428
6.0738
335,900
<1H OCEAN
-117.59
33.66
3
1,206
256
563
287
5.1589
167,800
<1H OCEAN
-122.17
37.76
40
1,685
343
949
342
1.8426
94,800
NEAR BAY
-122.12
37.7
19
2,495
635
1,571
579
2.5833
159,900
NEAR BAY
-121.86
39.74
13
3,494
843
1,571
784
1.1019
120,200
INLAND
-117.95
33.71
20
2,781
407
1,242
408
6.1092
306,500
<1H OCEAN
-122.04
37.53
25
4,458
922
2,998
890
3.9667
218,500
NEAR BAY
-117.18
32.81
19
6,823
1,509
3,784
1,509
3.1032
179,500
NEAR OCEAN
-117.15
32.7
50
475
172
483
120
1.3657
162,500
NEAR OCEAN
-120.27
34.72
14
1,289
277
693
237
3.2569
230,800
<1H OCEAN
-121.29
37.95
52
107
79
167
53
0.7917
22,500
INLAND
-120.82
37.64
20
3,375
630
1,505
598
2.69
201,300
INLAND
-121.96
37.95
7
3,418
740
1,583
676
3.6133
196,100
INLAND
-118.28
33.93
45
529
112
448
120
3.5833
90,600
<1H OCEAN
-121.96
37.31
26
4,310
678
1,819
686
7.0469
365,500
<1H OCEAN
-119.14
36.23
22
2,935
523
1,927
530
2.5875
70,400
INLAND
-122.45
37.72
47
1,773
345
1,083
315
4.475
221,200
NEAR BAY
-118.32
33.33
52
2,127
512
733
288
3.3906
300,000
ISLAND
-117.17
33.34
15
3,313
679
1,022
564
2.7986
189,900
<1H OCEAN
-120.07
36.98
12
1,790
379
1,399
397
2.5388
59,600
INLAND
-118.17
33.92
36
2,447
503
1,532
498
4.3667
171,800
<1H OCEAN
-117.59
33.4
22
3,167
743
1,797
642
4.0076
252,100
NEAR OCEAN
-122.41
37.73
41
2,115
378
1,168
365
4.0642
272,500
NEAR BAY
-118.15
34.09
52
2,203
430
1,238
403
4.4306
225,800
<1H OCEAN