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
-118.17
34.01
36
1,657
425
1,689
418
2.7799
149,300
<1H OCEAN
-119.87
36.79
8
2,875
548
1,718
551
3.6522
80,200
INLAND
-118.49
34.27
34
4,877
815
2,521
781
5.5714
225,900
<1H OCEAN
-119.32
36.33
18
2,603
478
1,158
423
4.5938
150,500
INLAND
-118.02
34.05
34
1,610
513
2,050
508
2.5562
156,300
<1H OCEAN
-121.98
37.36
35
1,440
267
743
259
5.0866
254,600
<1H OCEAN
-122.47
37.72
46
1,836
319
767
302
5.9114
399,000
NEAR OCEAN
-121.34
36.76
15
2,638
429
1,289
357
4.1528
336,800
INLAND
-117.83
33.79
29
1,454
236
724
262
4.8542
218,100
<1H OCEAN
-117.01
34.9
36
2,181
555
1,404
492
2.3077
55,500
INLAND
-122.04
37.62
32
1,540
324
793
302
3.2857
193,200
NEAR BAY
-121.88
36.58
29
4,910
871
3,438
904
4.0432
450,000
NEAR OCEAN
-116.88
34.24
13
4,137
796
573
218
4.6394
226,500
INLAND
-121.4
38.57
25
2,022
295
639
278
5.8416
297,600
INLAND
-119.17
34.2
40
1,083
319
1,843
349
2.3077
106,900
NEAR OCEAN
-118.12
33.99
26
2,296
534
1,777
507
2.5395
191,000
<1H OCEAN
-120.94
37.4
32
1,175
208
774
222
3
109,400
INLAND
-118.35
34.16
49
1,305
228
584
255
5.636
267,900
<1H OCEAN
-117.9
33.73
31
1,171
306
1,690
301
3.2639
155,200
<1H OCEAN
-122.3
37.98
25
3,807
806
1,821
792
3.6518
164,300
NEAR BAY
-118.32
33.81
27
2,113
380
1,109
360
4.7062
357,000
<1H OCEAN
-117.37
34.13
18
5,877
1,043
3,114
1,002
4.0294
133,200
INLAND
-117.1
32.9
16
2,994
445
1,047
437
5.149
184,300
<1H OCEAN
-118.15
33.95
35
2,753
702
1,592
614
2.7875
209,000
<1H OCEAN
-121.99
37.97
28
2,839
428
1,372
443
6.2135
217,200
INLAND
-117.19
34.06
21
6,107
1,559
2,805
1,444
2.5643
102,700
INLAND
-117.95
33.69
24
4,269
618
1,954
597
6.9261
284,600
<1H OCEAN
-121.97
37.28
25
4,707
695
1,995
642
6.6437
296,100
<1H OCEAN
-119.23
35.78
8
1,612
343
1,230
330
2.1806
67,200
INLAND
-116.89
33.92
10
2,653
621
1,967
598
2.6643
81,000
INLAND
-118.25
33.92
46
723
154
411
165
2.0893
96,500
<1H OCEAN
-118.09
33.85
19
8,120
1,371
5,026
1,345
6.3093
286,500
<1H OCEAN
-117.94
33.89
30
2,577
404
1,076
374
6.7528
459,600
<1H OCEAN
-121.18
37.99
31
2,450
559
1,459
478
2.4674
130,900
INLAND
-117.08
32.63
30
2,504
559
1,827
490
2.6146
159,400
NEAR OCEAN
-121.58
39.51
24
1,865
372
1,087
385
1.6389
56,700
INLAND
-122.49
37.74
48
1,186
213
487
207
3.8333
340,800
NEAR OCEAN
-122.19
39.74
39
4,179
814
2,111
809
2.3507
65,600
INLAND
-118.74
37.58
20
3,301
779
1,085
448
3.7315
159,300
INLAND
-118.91
34.4
30
2,861
613
2,065
586
3.2024
176,100
<1H OCEAN
-120.91
37.66
36
1,320
255
720
232
2.6523
76,300
INLAND
-121.91
36.59
31
2,034
335
966
322
4.6964
291,300
NEAR OCEAN
-122.2
37.77
49
2,272
498
1,621
483
2.4338
102,400
NEAR BAY
-120.16
39.14
21
2,484
460
309
144
3.9722
127,800
INLAND
-116.76
34.14
4
42
10
9
3
0.536
42,500
INLAND
-117.29
33.63
7
16,010
2,726
7,139
2,426
3.8056
162,200
<1H OCEAN
-118.75
34.27
25
3,371
502
1,717
506
6.1253
225,000
<1H OCEAN
-118.01
33.95
35
1,755
322
774
290
5.0861
296,700
<1H OCEAN
-121.87
37.32
39
1,839
471
1,528
456
2.6818
184,900
<1H OCEAN
-122.45
37.62
26
3,507
512
1,712
509
6.7206
344,600
NEAR OCEAN
-118.21
33.79
39
1,598
458
1,691
399
2.3605
141,800
NEAR OCEAN
-118.86
34.19
27
1,931
261
736
244
6.7805
392,900
<1H OCEAN
-118.29
34.07
19
3,013
1,118
2,465
1,008
2.5386
290,600
<1H OCEAN
-121.87
39.82
11
5,103
825
2,456
810
4.5032
159,700
INLAND
-121.66
39.66
17
3,502
655
1,763
613
2.9625
101,200
INLAND
-118.5
34.2
42
1,558
322
884
334
2.2304
203,800
<1H OCEAN
-121.88
37.44
26
1,471
348
1,089
320
5.3057
226,400
<1H OCEAN
-117.97
33.83
16
2,035
564
1,118
503
3.2546
187,500
<1H OCEAN
-118.35
34.1
18
7,432
2,793
3,596
2,270
2.8036
225,000
<1H OCEAN
-118.27
33.91
37
3,018
547
1,720
512
2.7269
124,100
<1H OCEAN
-117.92
34.08
35
1,860
323
1,011
305
3.5536
207,000
<1H OCEAN
-118.53
34.2
26
2,221
662
1,998
603
2.8701
191,100
<1H OCEAN
-118.25
33.88
37
1,027
217
1,042
254
2.2121
98,600
<1H OCEAN
-118.29
33.88
36
1,751
438
1,175
419
3.0739
218,600
<1H OCEAN
-117.25
32.79
37
1,467
442
651
354
2.375
340,400
NEAR OCEAN
-118.31
33.95
43
1,823
358
1,065
342
3.2708
131,000
<1H OCEAN
-118.15
34.1
52
4,325
823
1,927
795
3.9485
419,100
<1H OCEAN
-117.86
33.63
17
3,095
551
1,175
534
5.3099
500,001
<1H OCEAN
-115.55
32.98
33
2,266
365
952
360
5.4349
143,000
INLAND
-121.08
38.93
14
4,239
824
1,729
794
2.4278
167,700
INLAND
-119.56
36.09
14
1,267
290
1,077
279
1.85
52,300
INLAND
-121.48
38.62
23
7,709
1,279
4,147
1,262
3.8272
96,600
INLAND
-122.42
37.75
52
1,609
510
1,155
439
2.2328
250,000
NEAR BAY
-117.51
33.97
35
352
62
184
57
3.6691
137,500
INLAND
-122.55
37.99
34
3,306
555
1,398
585
4.8993
319,900
NEAR BAY
-118.36
34.08
52
1,965
480
794
451
3.2824
304,800
<1H OCEAN
-120.94
35.42
18
3,418
686
970
453
3.7738
279,400
NEAR OCEAN
-117.93
33.71
10
2,775
717
1,581
633
4.1366
158,800
<1H OCEAN
-120.95
37.62
11
4,981
814
1,934
686
3.7041
174,800
INLAND
-117.13
32.75
23
3,999
1,182
2,051
1,130
2.1292
135,000
NEAR OCEAN
-119.7
36.75
11
3,626
779
1,819
731
2.4956
87,500
INLAND
-118.1
34.1
52
1,788
313
792
294
3.75
280,000
<1H OCEAN
-119.45
35.16
34
3,437
696
1,783
608
2.3912
52,900
INLAND
-116.53
33.78
18
2,547
463
411
214
2.5489
220,500
INLAND
-117.2
32.79
34
757
212
409
222
3.2312
192,200
NEAR OCEAN
-118.5
33.99
22
3,484
975
1,268
952
3.2609
500,001
<1H OCEAN
-119.03
35.42
45
1,628
352
754
334
2.5703
62,400
INLAND
-117.97
33.69
21
4,112
580
1,886
581
6.799
292,000
<1H OCEAN
-121.85
37.36
18
1,525
485
1,705
448
3.7198
128,600
<1H OCEAN
-117.33
33.17
11
10,923
2,041
4,773
1,858
4.0791
281,300
NEAR OCEAN
-118.27
33.77
26
2,272
694
2,567
595
1.9964
150,600
NEAR OCEAN
-116.91
33.75
13
10,886
2,127
4,266
1,955
2.3169
123,400
INLAND
-124.3
41.8
19
2,672
552
1,298
478
1.9797
85,800
NEAR OCEAN
-120.97
37.62
7
8,489
1,673
5,807
1,575
2.9451
127,800
INLAND
-121.23
38.11
48
561
81
240
69
3.6312
202,800
INLAND
-122.35
37.58
52
2,495
458
1,081
471
4.0855
410,800
NEAR OCEAN
-117.28
34.17
26
3,106
603
1,396
576
3.1736
122,200
INLAND
-121.35
38.6
27
4,314
611
1,662
575
5.0997
170,100
INLAND
-117.05
32.58
22
2,101
399
1,551
371
4.1518
136,900
NEAR OCEAN
-122.3
38.29
25
1,701
427
1,021
399
3.0404
142,100
NEAR BAY