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
-117.24
32.8
18
2,205
661
874
580
3.8018
112,500
NEAR OCEAN
-117.55
33.95
17
3,196
444
1,581
462
5.9333
229,400
INLAND
-122.28
37.51
33
4,719
null
1,980
757
6.1064
405,000
NEAR OCEAN
-117.11
32.75
34
2,131
594
1,373
562
2.113
102,100
NEAR OCEAN
-117.96
33.82
29
2,176
468
1,632
428
3.707
180,400
<1H OCEAN
-118.39
34.02
45
1,577
421
1,042
375
3.4375
314,500
<1H OCEAN
-118.38
33.88
33
1,313
244
561
217
5.2999
359,400
<1H OCEAN
-118.04
33.99
47
2,530
565
1,262
509
3.6475
197,100
<1H OCEAN
-117.23
32.8
22
2,981
873
1,751
745
2.3482
190,600
NEAR OCEAN
-117.85
33.81
26
4,186
767
2,447
777
4.9917
248,100
<1H OCEAN
-122.1
37.68
38
1,779
413
1,061
400
3.0962
180,900
NEAR BAY
-117.05
32.56
17
985
233
811
223
2.875
134,500
NEAR OCEAN
-122.9
41.46
31
1,277
263
600
241
1.7292
61,700
INLAND
-121.34
38.62
20
4,021
864
1,658
730
2.4537
153,000
INLAND
-122.41
38.07
20
4,536
708
1,812
701
6.0433
435,900
NEAR BAY
-118.27
34
43
1,638
434
1,213
390
1.3403
110,800
<1H OCEAN
-117.49
33.99
21
2,050
392
1,153
336
4.84
116,400
INLAND
-117.74
33.89
4
37,937
5,471
16,122
5,189
7.4947
366,300
<1H OCEAN
-118.41
34
38
324
70
268
73
2.55
271,400
<1H OCEAN
-119.61
36.94
14
863
151
315
135
4.2679
151,800
INLAND
-121.07
37.71
39
223
37
92
37
3.375
212,500
INLAND
-118.25
33.97
43
1,735
535
2,288
524
1.9119
98,800
<1H OCEAN
-117.02
34.03
19
4,415
648
1,627
619
4.2361
191,600
INLAND
-119.19
34.16
35
2,733
510
1,814
511
4.4187
183,400
NEAR OCEAN
-118.03
33.95
34
1,882
428
1,034
375
3.6509
173,200
<1H OCEAN
-120
36.7
33
1,902
370
1,168
358
2.6852
70,800
INLAND
-121.92
36.55
37
2,190
419
490
300
3.7852
465,800
NEAR OCEAN
-122.43
37.74
52
2,637
539
1,159
497
3.8846
333,100
NEAR BAY
-118.38
33.87
21
4,151
1,018
2,054
925
4.9821
292,900
<1H OCEAN
-118.11
33.83
36
1,726
287
820
288
5.5767
218,100
<1H OCEAN
-121.63
36.65
44
309
121
315
80
1.6071
112,500
<1H OCEAN
-122.45
37.81
52
1,375
322
287
184
3.9028
500,001
NEAR BAY
-121.4
38.63
31
1,540
452
1,079
444
1.8571
98,700
INLAND
-117.95
34.02
19
1,129
258
900
228
3.875
135,600
<1H OCEAN
-117.06
32.57
16
1,269
282
1,609
298
2.6985
156,500
NEAR OCEAN
-118.37
34.17
6
854
350
542
321
0.8198
325,000
<1H OCEAN
-118.14
33.84
44
3,043
619
1,316
607
4.4286
254,900
<1H OCEAN
-122.31
37.55
45
507
140
305
139
2.6159
272,900
NEAR OCEAN
-120.69
35.62
43
3,044
652
1,456
608
2.4567
140,000
<1H OCEAN
-117.89
34.49
12
3,449
598
1,502
540
3.7043
150,800
INLAND
-119.77
34.43
22
2,552
443
1,066
424
5.1271
342,500
NEAR OCEAN
-117.29
34.15
49
1,820
321
757
324
3.2976
102,600
INLAND
-119.75
36.83
15
2,793
436
1,411
441
4.9292
109,400
INLAND
-118.06
34.04
28
1,516
363
1,011
344
2.6288
160,300
<1H OCEAN
-117.66
33.51
18
2,626
null
1,302
522
4.0167
189,600
<1H OCEAN
-122.27
38.68
18
742
142
343
119
3.1563
98,400
INLAND
-121.12
37.73
35
1,107
227
573
210
2.3924
102,200
INLAND
-117.7
33.56
3
2,443
637
1,033
548
4.1379
183,300
<1H OCEAN
-118.29
33.89
32
2,355
583
1,605
571
4.2171
218,200
<1H OCEAN
-119.82
36.84
9
2,340
544
860
520
3.3229
119,300
INLAND
-119.1
36.4
23
1,885
363
1,056
338
3.2159
92,800
INLAND
-122.02
38.26
8
2,894
602
1,566
572
3.6335
131,600
INLAND
-117.89
33.82
24
1,268
210
700
224
5.0605
216,200
<1H OCEAN
-118.36
33.92
46
1,231
231
793
256
4.1023
226,800
<1H OCEAN
-118.91
36.79
19
1,616
324
187
80
3.7857
78,600
INLAND
-117.87
33.7
21
3,648
654
2,266
628
5.0956
246,000
<1H OCEAN
-122.19
40.2
30
2,750
476
1,296
464
3.5305
73,600
INLAND
-116.99
32.8
34
3,657
538
1,513
562
5.2907
195,800
<1H OCEAN
-117.05
32.74
34
2,178
455
1,193
446
3.1719
115,300
NEAR OCEAN
-122.23
37.42
16
1,945
320
512
300
7.4542
500,001
NEAR OCEAN
-118.02
33.92
34
1,478
251
956
277
5.5238
185,300
<1H OCEAN
-120.35
36.14
9
2,671
647
1,484
541
1.7075
60,400
INLAND
-118.4
33.88
36
1,543
214
474
187
9.3399
500,001
<1H OCEAN
-118.31
33.73
36
1,725
295
799
306
5.0874
368,500
NEAR OCEAN
-118.21
34.05
47
722
235
930
226
2.5455
114,300
<1H OCEAN
-122.45
37.75
36
2,303
381
862
371
6.0274
349,000
NEAR BAY
-121.22
38.58
25
394
94
155
83
2.233
55,000
INLAND
-117.99
33.73
20
3,182
884
1,770
817
3.1912
220,800
<1H OCEAN
-118.43
34.2
20
4,090
1,271
2,824
1,053
2.773
140,500
<1H OCEAN
-122.43
37.77
52
1,760
366
742
318
4.445
400,000
NEAR BAY
-122.47
37.76
39
3,200
689
1,391
618
3.6346
338,000
NEAR BAY
-118.73
34.27
25
3,409
493
1,699
484
5.653
225,800
<1H OCEAN
-117.93
34.09
35
782
153
499
163
4.2062
161,300
<1H OCEAN
-118.13
33.79
45
2,317
448
1,057
428
4.375
234,800
NEAR OCEAN
-119.17
34.26
10
3,654
541
1,638
551
6.1885
267,300
NEAR OCEAN
-120.99
37.64
50
683
189
459
195
1.8162
70,000
INLAND
-116.54
33.79
18
9,374
1,780
1,678
919
3.9737
235,600
INLAND
-117.09
32.76
29
1,650
496
882
445
2.2287
140,000
NEAR OCEAN
-119.77
36.8
32
3,461
665
1,507
649
2.9244
84,600
INLAND
-118.08
34
35
1,188
342
1,373
332
2.9107
150,900
<1H OCEAN
-121.28
38.7
14
5,827
1,246
2,578
1,038
3.0212
112,900
INLAND
-118
34.16
42
1,020
156
398
157
6.101
311,800
INLAND
-119.75
36.71
38
1,481
null
1,543
372
1.4577
49,800
INLAND
-117.98
34.06
36
2,391
407
1,967
398
4.0274
160,700
<1H OCEAN
-118.85
34.04
21
3,837
578
1,509
509
8.4476
500,001
NEAR OCEAN
-118.04
33.87
18
4,626
822
2,794
763
5.6917
275,100
<1H OCEAN
-119.26
34.27
42
918
204
394
204
4.0069
214,300
NEAR OCEAN
-117.08
33.03
15
3,023
623
1,283
559
3.3724
137,900
<1H OCEAN
-121.25
37.97
41
855
189
716
206
2.0375
75,000
INLAND
-121.4
38.61
33
3,512
825
1,515
782
1.9908
118,800
INLAND
-117.15
32.71
52
402
183
557
172
1.3125
87,500
NEAR OCEAN
-117.94
33.94
26
1,962
540
1,236
520
2.2156
145,000
<1H OCEAN
-117.01
32.8
17
1,558
479
803
431
2.6934
160,200
<1H OCEAN
-120.45
36.86
34
673
173
539
182
2.3523
66,000
INLAND
-118.25
34.13
22
2,340
773
2,226
754
2.5417
217,500
<1H OCEAN
-118.96
35.36
35
2,285
497
1,738
480
2.4848
54,000
INLAND
-122.7
38.39
16
4,922
1,211
2,557
1,088
2.0915
168,100
<1H OCEAN
-118.15
33.78
12
4,436
1,133
2,176
1,002
3.5812
198,600
NEAR OCEAN
-118.1
34.15
14
1,442
369
782
343
2.7431
177,500
INLAND
-123.23
39.33
20
804
121
448
140
3.9632
147,100
<1H OCEAN