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
-121.23
38.12
22
393
58
134
57
3.95
178,100
INLAND
-117.64
34.07
38
2,450
544
1,823
536
2.837
111,200
INLAND
-119.27
35.51
28
1,089
179
544
190
3.2279
95,800
INLAND
-118.05
33.65
5
7,017
935
2,427
867
10.1154
477,700
NEAR OCEAN
-120.59
37.39
16
4,717
1,119
3,589
1,017
2.1061
72,800
INLAND
-117.28
34.06
2
1,658
290
868
304
5.1365
136,700
INLAND
-122.03
37.38
21
2,667
798
1,433
727
3.8732
252,400
<1H OCEAN
-122.4
38.46
33
2,542
466
1,099
420
4.635
248,500
INLAND
-120.43
34.96
19
2,350
631
1,291
515
1.0349
130,800
<1H OCEAN
-121.29
37.98
49
2,501
565
1,171
550
2.5043
76,700
INLAND
-118.15
33.84
37
1,508
252
635
241
3.75
221,300
<1H OCEAN
-122.12
37.09
36
1,397
289
661
243
4.125
239,600
NEAR OCEAN
-117.11
32.68
36
26
14
58
23
1.9107
125,000
NEAR OCEAN
-121.34
38.69
16
2,686
516
1,553
529
3.7857
112,700
INLAND
-120.5
37.3
29
1,572
456
1,697
429
1.76
63,200
INLAND
-120.87
37.77
9
4,838
920
2,460
923
3.5959
142,700
INLAND
-117.82
33.76
33
2,774
428
1,229
407
6.2944
265,600
<1H OCEAN
-122.57
37.99
38
5,587
996
2,466
1,027
4.1711
336,900
NEAR BAY
-118.34
33.91
12
9,975
3,638
7,429
3,405
2.6689
192,300
<1H OCEAN
-121.83
36.98
19
4,431
705
1,764
679
4.3321
298,600
<1H OCEAN
-118.4
34.02
27
515
201
397
228
2.4135
184,400
<1H OCEAN
-117.05
32.59
26
1,919
345
1,326
341
4.2679
131,900
NEAR OCEAN
-120.64
37.38
19
2,256
449
1,469
435
2.5129
84,600
INLAND
-118.47
33.99
31
1,312
376
1,178
330
2.0714
300,000
<1H OCEAN
-117.7
33.48
6
16,590
2,696
6,223
2,357
6.3088
340,300
<1H OCEAN
-120.72
38.42
17
5,654
1,085
2,237
953
3.0465
144,100
INLAND
-119.37
36.19
24
1,306
266
889
276
2.4922
66,100
INLAND
-117.7
34.08
10
1,979
454
1,117
389
3.7802
107,300
INLAND
-118.43
34.25
35
1,447
335
1,630
306
2.9205
143,100
<1H OCEAN
-119.81
36.77
43
2,341
395
890
375
3.4265
85,000
INLAND
-118.25
34.13
52
322
88
229
89
2.125
243,800
<1H OCEAN
-118.19
33.91
35
2,695
748
2,935
706
2.0134
132,400
<1H OCEAN
-118.24
33.97
43
1,357
349
1,657
331
2.0819
111,800
<1H OCEAN
-122.09
37.41
8
1,480
414
856
445
2.8203
284,100
NEAR BAY
-117.25
33.37
8
1,755
530
1,687
511
1.995
146,900
<1H OCEAN
-122.4
37.8
52
2,094
568
920
503
4.2015
412,500
NEAR BAY
-118.04
33.83
20
1,488
312
972
283
4.055
201,900
<1H OCEAN
-119.8
36.78
43
2,382
431
874
380
3.5542
96,500
INLAND
-118.13
34.16
52
1,787
427
1,107
410
2.5664
215,000
<1H OCEAN
-118.08
33.98
36
1,492
282
1,041
270
4.0677
165,800
<1H OCEAN
-117.9
33.85
32
1,605
314
986
306
3.3375
186,200
<1H OCEAN
-122.17
37.76
33
1,280
307
999
286
2.5625
89,300
NEAR BAY
-121.99
36.96
42
1,275
272
451
200
4.7321
422,400
NEAR OCEAN
-117.89
33.88
27
2,091
336
1,037
332
5.7519
243,400
<1H OCEAN
-121.9
37.46
29
2,385
513
1,788
510
3.8421
220,700
<1H OCEAN
-122.22
37.82
42
2,991
335
1,018
335
13.499
500,001
NEAR BAY
-121.25
38.7
16
3,262
533
1,794
543
4.2464
144,400
INLAND
-118.24
33.78
24
574
173
784
162
2.25
152,300
NEAR OCEAN
-121.36
38.67
17
2,770
684
1,471
624
2.3683
82,500
INLAND
-122.23
40.4
18
2,102
377
1,059
384
3.0556
95,500
INLAND
-121.86
37.29
14
6,160
1,222
2,472
1,204
4.1444
178,400
<1H OCEAN
-122.84
38.42
29
2,756
551
1,381
531
2.9625
237,300
<1H OCEAN
-117.85
34.07
32
761
101
295
95
11.1077
500,001
<1H OCEAN
-118.24
33.91
40
972
240
761
225
1.4688
88,200
<1H OCEAN
-117.89
33.98
5
3,088
711
1,415
641
2.5125
184,500
<1H OCEAN
-119.67
36.72
31
843
140
453
149
2.6875
153,800
INLAND
-117.06
32.68
41
2,665
515
1,664
512
2.375
113,500
NEAR OCEAN
-118.18
34.19
48
1,371
null
528
155
15.0001
500,001
<1H OCEAN
-118.22
34.22
39
2,686
417
1,094
402
7.0059
500,001
<1H OCEAN
-117.16
32.58
36
1,940
399
1,076
382
3.3906
147,800
NEAR OCEAN
-118.37
33.84
27
3,245
605
1,572
556
5.3773
379,000
<1H OCEAN
-117.61
33.45
6
950
184
426
186
4.7237
220,700
NEAR OCEAN
-122.04
36.96
44
1,294
269
645
259
3.2437
223,900
NEAR OCEAN
-120.44
34.91
12
3,189
463
1,200
442
5.299
226,800
<1H OCEAN
-122.48
37.78
50
2,159
437
1,111
417
3.5588
346,400
NEAR BAY
-121.87
37.31
6
3,797
984
2,437
904
3.6802
152,400
<1H OCEAN
-118.14
33.91
36
1,096
204
569
201
4.475
182,300
<1H OCEAN
-122.85
38.77
18
2,856
513
1,027
405
4.6953
241,700
<1H OCEAN
-118.31
34.05
26
1,809
640
2,543
640
2.3536
500,000
<1H OCEAN
-122.51
37.78
47
2,496
494
1,201
454
4.0353
342,200
NEAR BAY
-117.82
33.73
23
2,542
772
1,720
675
3.8703
137,000
<1H OCEAN
-122.12
37.41
33
2,892
617
1,250
581
5.3727
360,900
NEAR BAY
-121.84
36.59
34
3,852
733
1,661
696
4.3269
221,300
<1H OCEAN
-117.97
33.89
17
1,851
344
764
339
5.1315
181,800
<1H OCEAN
-122.08
37.59
16
1,816
365
1,367
355
4.235
156,300
NEAR BAY
-122.44
37.78
52
2,695
657
1,243
573
2.8569
372,200
NEAR BAY
-117.14
32.92
15
1,558
314
949
332
5.2864
174,400
<1H OCEAN
-118.19
34.77
16
2,035
370
704
330
2.1979
146,400
INLAND
-118.33
33.99
43
2,224
550
1,598
545
2.8274
122,500
<1H OCEAN
-122.23
37.78
52
986
258
1,008
255
1.4844
119,400
NEAR BAY
-118.37
33.82
36
2,463
447
1,125
424
6.0176
352,700
<1H OCEAN
-122.82
38.39
32
1,437
257
752
245
4.7422
240,900
<1H OCEAN
-118.32
33.96
47
1,453
247
721
276
5.5176
191,000
<1H OCEAN
-122.64
38.25
31
2,554
515
1,507
533
3.8
162,600
<1H OCEAN
-118.13
34.08
34
3,848
991
2,814
972
2.6716
227,100
<1H OCEAN
-119.77
36.31
14
3,677
863
2,191
785
2.6218
69,100
INLAND
-120.43
34.86
17
1,932
347
874
312
3.8203
141,500
<1H OCEAN
-118.11
34.07
19
3,215
907
3,072
870
2.3393
202,300
<1H OCEAN
-117.54
34.11
16
2,114
374
1,463
399
3.9241
131,500
INLAND
-118.21
33.84
28
822
205
627
192
3.4583
166,300
<1H OCEAN
-122.07
37.91
33
1,550
277
638
254
3.6833
292,500
NEAR BAY
-120.69
35.62
35
3,451
713
1,550
653
2.9167
161,700
<1H OCEAN
-115.53
32.99
25
2,578
634
2,082
565
1.7159
62,200
INLAND
-119.28
34.45
36
2,376
541
1,505
547
2.4595
197,600
<1H OCEAN
-118.18
34.08
33
1,369
408
1,475
377
2.3281
151,900
<1H OCEAN
-121.98
36.96
20
3,495
818
2,186
772
3.1167
258,300
NEAR OCEAN
-122.19
39.91
39
2,467
529
1,433
502
1.8571
53,500
INLAND
-117.87
33.74
16
1,243
365
1,925
376
2.7632
158,900
<1H OCEAN
-116.42
33.79
12
7,095
1,260
1,179
570
4.9444
285,000
INLAND
-122.42
37.77
52
2,185
656
1,266
626
2.7794
350,000
NEAR BAY