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
-122.25
37.52
14
1,472
291
876
292
4.3594
366,000
NEAR BAY
-120
38.87
12
1,437
268
395
144
4.225
127,600
INLAND
-120.95
38.79
12
3,247
579
1,459
517
4.3981
202,800
INLAND
-117.84
33.8
35
1,490
251
629
257
4.3661
222,100
<1H OCEAN
-121.78
36.92
19
1,515
253
975
266
4.3906
241,200
<1H OCEAN
-120.89
35.37
29
2,046
588
846
410
1.65
227,300
NEAR OCEAN
-121.84
37.29
24
3,403
656
2,829
612
4.775
191,900
<1H OCEAN
-118.16
33.94
32
2,210
456
1,270
484
4.7708
178,600
<1H OCEAN
-122.44
37.8
52
1,724
412
540
319
4.2857
500,001
NEAR BAY
-122.74
39.71
16
255
73
85
38
1.6607
14,999
INLAND
-116.2
33.7
26
2,399
625
2,654
535
2.2989
60,600
INLAND
-121.76
36.92
36
2,096
409
1,454
394
3.2216
238,300
<1H OCEAN
-122.06
37.35
31
1,795
281
872
282
8.0599
381,800
<1H OCEAN
-121.97
37.35
36
815
126
353
122
6.3191
258,300
<1H OCEAN
-122.7
38.33
26
1,887
381
1,060
364
3.0078
160,400
<1H OCEAN
-117.6
33.42
23
2,482
461
1,048
425
4.665
280,600
NEAR OCEAN
-117.94
33.93
33
1,770
370
1,346
366
4.0833
162,500
<1H OCEAN
-118.1
33.84
35
1,790
269
924
263
5.296
226,200
<1H OCEAN
-118.01
34.12
43
1,185
207
657
198
4.5491
214,800
INLAND
-118.33
33.87
36
2,219
406
1,219
403
4.2614
267,100
<1H OCEAN
-122.15
37.43
20
11,709
null
7,604
3,589
1.9045
375,000
NEAR BAY
-118.25
33.9
42
1,386
320
1,163
319
2.4271
89,500
<1H OCEAN
-122.53
38.01
16
1,495
292
472
284
3.4432
67,500
NEAR BAY
-119.69
34.43
30
1,273
343
1,082
325
2.5104
228,100
<1H OCEAN
-119.97
38.94
26
1,485
334
406
180
1.9667
84,600
INLAND
-119.63
36.18
23
207
45
171
50
2.4286
100,000
INLAND
-118.27
34.15
22
2,265
637
1,684
561
2.6729
217,100
<1H OCEAN
-120.46
34.65
14
885
223
533
224
2.5966
109,300
NEAR OCEAN
-118.2
33.99
30
1,474
459
1,844
464
2.551
160,000
<1H OCEAN
-118.28
34.18
52
2,602
418
1,137
419
5.3185
358,000
<1H OCEAN
-121
37.66
43
2,039
331
875
342
3.9844
152,000
INLAND
-122.26
37.77
52
1,704
371
663
340
4.226
275,000
NEAR BAY
-121.63
39.18
13
1,907
347
821
367
2.0978
134,000
INLAND
-122.47
37.66
18
4,172
806
3,226
790
5.7535
297,900
NEAR OCEAN
-117.04
32.79
23
2,491
350
863
348
6.7196
306,800
<1H OCEAN
-117.46
33.92
21
713
142
476
142
3.5208
121,100
INLAND
-118.27
34.07
32
1,657
579
2,071
598
2.1135
152,500
<1H OCEAN
-120.18
39.28
14
10,098
1,545
701
254
4.0819
141,300
INLAND
-121.77
36.96
20
4,228
816
2,389
844
3.525
229,100
<1H OCEAN
-121.26
38.65
17
2,655
421
991
384
4.6484
270,600
INLAND
-121.68
37.93
44
1,014
225
704
238
1.6554
119,400
INLAND
-122.18
37.7
35
2,562
554
1,398
525
3.3906
178,900
NEAR BAY
-117.23
33.89
5
11,775
2,031
6,686
1,911
4.1953
136,600
INLAND
-118.09
34.68
4
23,386
4,171
10,493
3,671
4.0211
144,000
INLAND
-121.37
37.77
19
2,610
474
1,290
452
4.1298
222,800
INLAND
-122.4
37.74
45
2,462
509
1,587
450
2.59
211,800
NEAR BAY
-122.11
37.71
36
4,569
824
1,950
819
4.65
206,800
NEAR BAY
-121.36
38.03
14
2,356
438
1,378
481
3.7375
138,800
INLAND
-122.35
37.96
34
1,428
335
1,272
319
2.5461
93,900
NEAR BAY
-119.78
36.33
16
1,006
212
515
200
3.2386
112,500
INLAND
-121.97
37.35
30
1,955
null
999
386
4.6328
287,100
<1H OCEAN
-117.93
34.57
5
5,613
1,060
3,569
999
3.1946
132,700
INLAND
-121.4
36.84
40
2,352
536
1,430
535
3.0912
155,300
INLAND
-118.3
34.09
40
3,058
1,215
3,953
1,223
1.8156
218,800
<1H OCEAN
-118.3
33.95
50
1,843
326
892
314
3.1346
120,000
<1H OCEAN
-117.17
32.77
35
1,399
274
695
281
3.767
166,800
NEAR OCEAN
-121.6
39.68
15
1,677
345
844
330
2.3958
111,200
INLAND
-118.33
34.05
44
1,574
390
1,323
404
2.5284
226,300
<1H OCEAN
-116.92
32.8
33
1,518
268
857
272
3.5586
160,400
<1H OCEAN
-120.27
37.12
36
1,219
258
639
245
1.9464
57,000
INLAND
-118.27
34.17
48
1,560
280
825
269
5.5118
354,700
<1H OCEAN
-118.13
34.13
52
2,826
381
924
365
7.9976
500,001
<1H OCEAN
-122.15
37.75
40
1,445
256
849
255
3.8913
126,300
NEAR BAY
-118.22
33.93
30
443
170
903
189
2.1964
125,000
<1H OCEAN
-119.36
35.55
29
510
84
236
73
2.7
125,000
INLAND
-116.92
32.78
21
4,192
752
2,101
710
4.4306
159,100
<1H OCEAN
-122.13
39.74
20
1,401
280
668
250
2.2569
94,300
INLAND
-118.35
33.88
36
1,583
411
1,097
350
4.0737
238,200
<1H OCEAN
-119.29
36.35
15
1,740
319
1,332
308
2.5743
60,200
INLAND
-120.97
37.68
16
2,349
446
1,302
392
3.1625
130,300
INLAND
-118.04
34.09
34
2,001
388
1,461
397
3.8304
183,000
INLAND
-119.67
34.38
28
1,814
526
849
420
3.1625
364,300
<1H OCEAN
-122.63
38.94
18
3,844
969
1,832
845
1.125
81,800
INLAND
-121.79
38
34
3,090
593
1,588
566
3.6118
124,700
INLAND
-122.56
41.53
29
1,729
355
848
328
2.2024
60,900
INLAND
-117.21
32.75
15
1,716
702
914
672
1.0612
300,000
NEAR OCEAN
-116.83
34.25
15
8,948
1,985
1,316
514
2.7375
90,800
INLAND
-122.13
37.69
17
2,380
769
1,216
643
3.395
271,300
NEAR BAY
-121.01
37.33
17
1,926
410
1,054
321
1.6214
71,500
INLAND
-121.01
37.62
35
568
150
622
145
1.8167
79,500
INLAND
-122.42
37.8
52
4,985
1,355
1,848
1,255
4.9211
500,001
NEAR BAY
-119.18
34.16
27
1,832
415
1,480
414
3.9643
186,000
NEAR OCEAN
-119.59
34.43
28
2,718
542
1,066
442
4.2059
500,001
<1H OCEAN
-118.4
34.03
36
1,831
296
871
269
8.1484
500,001
<1H OCEAN
-122.89
39.11
10
1,588
333
585
254
2.2551
71,100
INLAND
-117.25
32.77
35
2,494
690
1,126
624
4.0313
385,300
NEAR OCEAN
-118.36
33.81
26
1,575
300
881
309
5.1778
359,900
<1H OCEAN
-118.15
34.2
46
1,505
261
857
269
4.5
184,200
INLAND
-117.8
33.64
8
4,447
713
1,680
705
8.8693
450,400
<1H OCEAN
-118.07
33.72
32
1,179
250
369
209
5.1824
500,001
NEAR OCEAN
-122.27
37.87
30
1,465
439
862
425
1.7778
268,800
NEAR BAY
-120.47
37.34
9
2,934
511
1,227
501
3.6742
117,200
INLAND
-121.88
37.31
28
3,085
552
1,277
512
4.5795
262,800
<1H OCEAN
-122.26
38.16
23
2,840
491
1,586
466
4.0337
130,400
NEAR BAY
-119.69
36.83
8
943
189
475
155
4.9327
89,500
INLAND
-121.84
37.33
28
1,535
330
1,937
317
4.1146
160,100
<1H OCEAN
-117.65
34.1
44
1,526
337
831
326
3.0284
115,800
INLAND
-122.27
37.97
10
15,259
2,275
7,266
2,338
6.0666
272,400
NEAR BAY
-122.28
37.47
44
863
114
281
99
6.8879
500,001
NEAR OCEAN
-118.24
33.92
44
1,079
210
601
182
2.2411
106,400
<1H OCEAN