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
-116.62
34.23
14
6,438
1,719
1,586
691
1.6136
67,400
INLAND
-116.99
32.72
14
1,771
301
1,046
284
4.775
143,300
<1H OCEAN
-117.02
32.81
27
1,950
317
950
320
4.0656
164,000
<1H OCEAN
-117.08
32.68
26
3,071
615
2,156
568
2.9318
112,400
NEAR OCEAN
-121.99
38.15
36
263
73
88
42
2.5313
162,500
INLAND
-118.29
33.93
31
3,894
1,017
3,590
962
2.0437
137,200
<1H OCEAN
-122.15
37.7
36
1,464
244
672
261
3.5547
194,700
NEAR BAY
-117.27
34.17
16
30
3
49
8
4.625
250,000
INLAND
-117.14
32.92
7
1,308
418
766
390
3.2151
106,300
<1H OCEAN
-122.45
37.73
52
2,510
438
1,153
407
5.1238
335,100
NEAR BAY
-117.7
33.5
4
2,351
445
834
397
5.5677
245,400
<1H OCEAN
-117.85
33.89
24
3,326
503
1,616
494
5.7457
240,600
<1H OCEAN
-120.16
37.12
29
1,995
392
1,261
354
1.9073
79,200
INLAND
-117.38
33.98
10
642
176
462
186
2.1528
162,500
INLAND
-117.16
34.9
16
1,579
327
934
298
2.7305
73,800
INLAND
-121.86
38.04
52
242
59
188
54
1.3958
67,500
INLAND
-117.16
32.75
23
2,474
594
1,107
536
2.9705
245,500
NEAR OCEAN
-118.28
33.97
40
2,180
642
2,464
631
1.5521
90,100
<1H OCEAN
-121.04
37.5
33
613
123
343
116
3.1875
129,200
INLAND
-118.15
34.11
39
2,618
582
1,314
532
3.5875
309,300
<1H OCEAN
-120.69
38.36
19
3,267
614
1,252
566
2.7236
109,900
INLAND
-120.93
37.65
1
2,254
328
402
112
4.25
189,200
INLAND
-117.65
33.48
6
1,638
188
572
174
13.0502
500,001
<1H OCEAN
-122.16
37.77
45
2,324
397
968
384
3.5739
176,000
NEAR BAY
-117.43
33.99
18
3,307
547
1,738
457
4.566
116,900
INLAND
-118.33
34.01
43
2,227
564
956
472
2.0217
187,500
<1H OCEAN
-122.38
41.43
45
2,245
448
1,155
421
1.6509
46,200
INLAND
-122.6
38.24
16
2,621
416
1,247
386
4.8603
198,400
<1H OCEAN
-117.62
33.43
27
1,835
413
1,221
377
3.2232
247,100
NEAR OCEAN
-119.31
36.39
32
2,293
466
1,538
468
1.9342
68,600
INLAND
-118.76
34.28
21
2,786
342
1,114
322
5.8578
266,300
<1H OCEAN
-118.49
34.28
31
3,508
585
1,957
588
6.6458
285,500
<1H OCEAN
-121.36
38.61
37
2,191
394
951
362
3.8882
159,500
INLAND
-117.08
33.11
31
1,356
324
1,301
331
2.5331
115,100
<1H OCEAN
-122.36
40.69
32
3,611
772
2,060
759
1.7427
60,600
INLAND
-122.42
37.78
19
4,065
1,645
2,079
1,470
3.1462
187,500
NEAR BAY
-117.15
34.04
14
2,845
420
1,172
377
7.5822
283,100
INLAND
-118.09
34.03
27
3,797
597
2,043
614
5.5
276,800
<1H OCEAN
-118.15
34.17
36
930
280
1,024
300
1.0846
146,400
<1H OCEAN
-117.19
34.08
5
4,458
751
2,392
773
4.5938
126,500
INLAND
-121.26
38.7
9
7,812
1,348
3,275
1,178
4.3826
146,600
INLAND
-117.68
33.63
16
5,218
1,187
2,701
1,125
3.929
143,100
<1H OCEAN
-122.38
40.58
36
1,808
384
807
383
1.8375
74,800
INLAND
-122.03
36.96
18
2,677
785
1,391
656
2.5067
232,600
NEAR OCEAN
-117.76
33.54
28
2,250
329
826
323
6.9257
466,400
<1H OCEAN
-116.38
33.71
17
12,509
2,460
2,737
1,423
4.5556
258,100
INLAND
-117.8
33.63
8
32
9
26
11
4.1944
270,800
<1H OCEAN
-117.98
33.68
24
4,177
null
1,704
606
6.2473
281,900
<1H OCEAN
-118.23
34.09
45
1,747
484
1,680
441
2.6051
155,500
<1H OCEAN
-118.26
34.16
17
2,943
769
1,312
656
3.1484
187,500
<1H OCEAN
-117.68
34.08
21
5,662
1,185
3,067
1,055
3.3482
137,300
INLAND
-117.17
32.7
33
4,084
897
1,804
833
4.0488
409,700
NEAR OCEAN
-122.23
40.63
16
1,141
220
563
200
2.3287
130,700
INLAND
-118.25
34.06
52
174
66
249
57
1.7763
312,500
<1H OCEAN
-121.11
35.52
9
6,044
1,222
2,239
972
3.24
264,600
NEAR OCEAN
-116.99
32.78
29
1,114
163
385
154
5.4333
222,800
<1H OCEAN
-118.25
34.08
44
1,425
438
1,121
374
2.1108
200,000
<1H OCEAN
-117.93
33.69
19
2,602
439
1,156
424
5.01
263,800
<1H OCEAN
-118.11
33.84
36
1,523
263
717
278
4.875
218,900
<1H OCEAN
-118.45
34.3
27
2,676
null
2,661
623
4.3047
152,100
<1H OCEAN
-118.37
33.81
36
1,283
209
563
209
6.9296
500,001
NEAR OCEAN
-117.03
32.63
14
2,796
476
1,466
464
5.2489
213,700
NEAR OCEAN
-122.44
37.75
52
2,082
425
801
411
4.2708
368,900
NEAR BAY
-117.98
33.69
16
2,437
438
986
422
5.7117
247,200
<1H OCEAN
-118.35
34.08
52
2,088
388
908
375
3.8141
342,000
<1H OCEAN
-122.4
37.58
26
3,281
null
1,145
480
6.358
500,001
NEAR OCEAN
-122.11
37.67
32
3,028
811
2,037
703
3.0645
165,400
NEAR BAY
-119.02
35.34
35
1,650
390
1,145
343
1.5357
56,500
INLAND
-121.82
38
30
3,268
567
1,714
565
4.4583
131,000
INLAND
-118.85
34.14
16
4,109
543
1,409
560
8.1064
423,400
<1H OCEAN
-117.67
33.51
18
1,645
393
1,490
355
3.4792
126,400
<1H OCEAN
-116.56
33.05
15
1,985
361
536
209
4.125
148,200
INLAND
-117.87
33.6
35
1,598
398
782
411
5.1155
500,000
<1H OCEAN
-121.69
36.96
23
1,229
254
687
232
5.1433
305,600
<1H OCEAN
-118.3
33.88
26
1,221
312
807
330
4.0536
253,600
<1H OCEAN
-121.09
38.03
21
2,064
342
1,021
359
4.517
152,200
INLAND
-117.15
32.72
51
1,321
null
781
499
1.3071
250,000
NEAR OCEAN
-117.91
33.66
26
5,761
1,326
2,681
1,116
4.0341
243,300
<1H OCEAN
-121.38
38.6
36
1,249
159
362
143
6.8469
446,400
INLAND
-120.45
36.85
20
1,519
376
1,681
370
2.1759
58,100
INLAND
-121.61
37.86
30
1,428
287
989
287
3.691
154,400
INLAND
-117.9
33.65
24
4,496
877
1,928
855
4.6808
245,500
<1H OCEAN
-119.78
36.78
31
2,164
456
959
463
2.3293
73,400
INLAND
-118.43
34.03
26
1,706
516
894
435
3.1875
372,700
<1H OCEAN
-117.56
33.89
16
693
185
365
176
2.3417
191,700
INLAND
-118.34
34
49
2,863
411
1,108
406
5.8993
313,300
<1H OCEAN
-118.44
33.96
33
2,799
491
978
447
5.6435
500,001
<1H OCEAN
-120.54
38.41
21
1,435
294
668
267
2.5667
77,400
INLAND
-118.27
33.98
44
1,722
457
2,177
401
2.125
92,500
<1H OCEAN
-118.1
33.9
35
1,151
248
809
246
4.7813
160,000
<1H OCEAN
-116.99
34.88
23
6,060
1,165
2,920
1,072
3.1528
69,000
INLAND
-118.1
33.83
36
1,408
250
702
251
4.875
222,500
<1H OCEAN
-118.16
33.93
35
757
151
474
132
3.7361
179,800
<1H OCEAN
-122.3
37.84
14
7,355
2,408
3,100
2,051
4.0018
143,800
NEAR BAY
-121.42
38.47
11
5,665
1,507
3,422
1,299
2.3343
97,800
INLAND
-118.18
33.85
44
1,890
465
1,378
430
3.8819
143,200
<1H OCEAN
-121.02
37.7
16
3,476
650
2,126
665
3.3438
125,400
INLAND
-122.41
37.74
47
1,728
398
1,178
315
3.2813
229,600
NEAR BAY
-120.84
37.49
25
2,383
576
1,234
583
1.4529
86,100
INLAND
-121.4
38.59
25
2,228
534
1,130
481
2.5363
124,600
INLAND