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
-118.14
33.97
36
1,407
385
1,763
350
2.6364
150,000
<1H OCEAN
-117.25
33.38
17
1,614
431
1,031
389
2.0956
134,400
<1H OCEAN
-118.27
34.06
25
1,714
1,176
3,723
1,036
1.3241
112,500
<1H OCEAN
-117.68
34
5
3,761
580
2,335
648
5.7338
225,400
INLAND
-118.26
34.01
47
1,269
323
1,628
325
1.5089
115,800
<1H OCEAN
-118.28
33.99
49
2,174
481
1,861
484
1.7159
95,000
<1H OCEAN
-122.25
37.39
33
370
42
153
53
10.6514
500,001
NEAR OCEAN
-122.84
38.39
16
1,688
292
793
280
4.4357
216,900
<1H OCEAN
-118.16
34.03
45
894
231
925
222
2.6042
145,000
<1H OCEAN
-118.02
34.02
21
5,992
986
2,647
969
5.2405
302,400
<1H OCEAN
-117.3
33.08
24
2,628
527
1,389
520
4
343,200
NEAR OCEAN
-116.62
32.86
18
4,115
847
2,032
745
4.0159
169,100
<1H OCEAN
-122.43
37.73
49
1,435
322
1,008
329
4
264,000
NEAR BAY
-117.38
33.67
17
10,145
2,306
4,776
1,749
2.2423
132,600
<1H OCEAN
-118.34
34.06
52
1,482
336
768
300
3.7167
327,300
<1H OCEAN
-118.28
34.05
44
1,273
474
1,754
460
1.6037
275,000
<1H OCEAN
-122.17
38.06
16
3,515
626
1,764
626
4.4397
187,100
NEAR BAY
-117.06
32.72
31
2,669
514
1,626
499
3.1923
116,900
NEAR OCEAN
-118.28
34.01
34
2,305
775
2,450
740
1.7143
132,000
<1H OCEAN
-117.62
33.43
27
3,858
1,062
2,321
873
3.3155
231,000
NEAR OCEAN
-122.59
38.58
18
3,753
752
1,454
668
3.7585
185,700
<1H OCEAN
-117.31
33.11
7
7,974
1,703
2,904
1,550
4.1282
188,100
NEAR OCEAN
-118.52
34.22
21
4,617
1,101
2,891
1,031
3.2289
318,100
<1H OCEAN
-120.65
35.48
19
2,310
471
1,341
441
3.225
166,900
<1H OCEAN
-117.96
34.14
33
1,994
405
993
403
3.766
163,900
INLAND
-117.96
33.77
32
4,398
905
2,777
884
4.1321
222,800
<1H OCEAN
-121.79
36.95
34
2,152
430
1,516
386
3.7863
192,200
<1H OCEAN
-117.88
34.08
30
6,132
1,538
3,147
1,449
2.7763
187,800
<1H OCEAN
-118.14
34.11
52
3,367
545
1,427
535
5.2292
444,500
<1H OCEAN
-120.98
37.66
10
934
null
401
255
0.9336
127,100
INLAND
-117.9
33.74
19
1,566
379
1,032
330
2.2105
180,400
<1H OCEAN
-117.37
33.22
35
2,204
482
1,435
462
3.676
125,600
NEAR OCEAN
-117.97
34.09
31
2,779
639
2,259
670
3.4032
143,400
INLAND
-117.93
33.92
34
2,271
437
1,393
433
4.2443
174,400
<1H OCEAN
-122.04
38.25
52
582
131
241
106
2.4
125,000
INLAND
-118.11
34.06
18
2,609
721
2,221
703
2.3224
192,300
<1H OCEAN
-121.06
39.25
17
3,127
539
1,390
520
3.9537
172,800
INLAND
-118.16
34.17
46
1,508
261
674
255
3.5909
155,400
<1H OCEAN
-122.17
37.76
41
1,594
367
1,074
355
1.9356
90,600
NEAR BAY
-117.5
33.93
19
4,741
835
2,903
796
4.3723
135,600
INLAND
-120.85
37.55
45
350
62
187
63
2.5938
275,000
INLAND
-119.72
34.43
27
984
299
777
313
2.5694
275,000
<1H OCEAN
-121.8
37.31
21
2,630
446
1,789
389
5.0543
232,000
<1H OCEAN
-118.42
34.04
52
1,358
272
574
267
5.6454
500,001
<1H OCEAN
-121.86
37.34
29
5,274
1,625
6,234
1,639
2.5947
177,300
<1H OCEAN
-118.02
33.98
23
1,995
306
707
293
8.6677
332,700
<1H OCEAN
-118.21
34.08
39
986
361
1,347
299
2.2907
133,900
<1H OCEAN
-117.01
32.72
12
2,914
734
2,104
703
2.3068
132,300
NEAR OCEAN
-120.62
37.35
18
874
203
572
190
1.6833
71,000
INLAND
-116.95
32.79
19
11,391
3,093
7,178
2,905
2.0326
123,200
<1H OCEAN
-118.37
33.9
32
332
103
177
102
3.3409
256,300
<1H OCEAN
-121.86
39.76
19
7,254
1,785
4,030
1,667
2.0094
87,300
INLAND
-120.44
34.94
29
1,877
516
1,634
492
1.6875
122,700
<1H OCEAN
-118.34
34.02
50
1,172
261
685
260
3.1442
130,300
<1H OCEAN
-115.9
33.34
19
1,210
248
329
155
1.7857
62,800
INLAND
-117.4
34.58
18
755
169
483
165
1.4196
64,700
INLAND
-117.1
32.75
17
871
379
955
351
1.4375
96,400
NEAR OCEAN
-118.15
33.86
34
2,403
413
1,385
386
4.4934
213,800
<1H OCEAN
-122.35
40.57
18
2,226
490
859
451
1.6821
69,400
INLAND
-118.46
34.04
25
2,142
718
1,390
699
3.0069
325,000
<1H OCEAN
-118.3
33.87
27
3,144
722
1,510
680
3.1597
214,700
<1H OCEAN
-117.21
34.28
16
3,326
569
527
192
5.7421
167,600
INLAND
-118.11
34.06
32
1,273
344
1,148
368
2.1061
214,700
<1H OCEAN
-122.08
37.38
33
2,771
659
1,496
581
3.4042
353,600
NEAR BAY
-117.14
32.93
14
1,946
463
1,205
390
4.2109
171,200
<1H OCEAN
-118.38
34.05
52
2,053
480
900
417
3.0707
417,900
<1H OCEAN
-121.47
38.55
29
1,303
308
861
263
1.0208
55,800
INLAND
-118.21
33.79
32
2,020
613
2,557
562
2.1397
145,300
NEAR OCEAN
-119.81
37.67
24
172
42
79
30
3.8333
93,800
INLAND
-118.12
34.14
25
3,420
977
1,718
947
3.1033
217,900
<1H OCEAN
-118.02
33.97
34
1,903
293
887
306
6.148
313,800
<1H OCEAN
-122.1
37.39
31
1,117
304
591
302
3.5909
353,100
NEAR BAY
-117.13
32.76
22
2,623
732
1,283
718
2.1563
127,100
NEAR OCEAN
-118.72
34.28
17
2,654
478
1,392
451
5.4459
223,900
<1H OCEAN
-118.2
33.99
33
1,134
375
1,615
354
2.1468
141,700
<1H OCEAN
-117.31
34.5
14
2,443
447
883
465
2.1111
116,700
INLAND
-118.36
34.07
52
2,046
451
944
435
3.4265
456,900
<1H OCEAN
-122.35
37.95
31
2,449
595
1,801
548
2.6328
110,300
NEAR BAY
-122.29
37.48
15
5,480
892
2,009
831
7.4678
500,001
NEAR OCEAN
-120.4
37.3
28
1,401
null
967
257
1.5917
89,400
INLAND
-120.12
41.4
33
2,820
515
976
403
2.6062
52,600
INLAND
-122.58
38.08
27
10,839
1,637
4,406
1,623
5.615
285,600
NEAR BAY
-117.85
33.74
26
2,589
1,003
5,756
983
2.1992
170,800
<1H OCEAN
-121.42
38.51
15
7,901
1,422
4,769
1,418
2.8139
90,400
INLAND
-121.79
36.68
22
6,912
1,513
3,794
1,455
3.0608
168,300
<1H OCEAN
-122.1
37.19
18
808
136
420
145
7.1831
273,300
NEAR OCEAN
-117.88
33.71
30
1,739
359
1,914
369
3.5551
185,200
<1H OCEAN
-122.2
38.1
5
9,567
1,729
4,620
1,580
4.4821
210,000
NEAR BAY
-117
32.72
10
3,817
943
2,352
875
2.1362
143,200
NEAR OCEAN
-121.51
38.69
28
800
149
450
158
2.1029
108,600
INLAND
-122.06
37.38
20
2,976
766
1,227
634
4.8625
262,500
NEAR BAY
-118.33
34.06
52
1,368
231
737
248
8.3617
433,800
<1H OCEAN
-117.98
34.05
33
1,560
315
1,467
313
4.1429
159,800
<1H OCEAN
-122.49
41.43
19
3,689
644
1,544
566
3.125
76,100
INLAND
-117.04
32.76
37
2,979
557
1,285
564
3.7368
152,200
NEAR OCEAN
-122.23
37.76
52
1,316
177
378
162
5.2915
333,000
NEAR BAY
-118.3
34.17
37
350
115
342
111
3.0687
200,000
<1H OCEAN
-118.1
33.83
36
2,000
343
956
352
5.3735
234,400
<1H OCEAN
-118.26
33.95
44
1,771
378
1,296
399
1.6389
96,700
<1H OCEAN
-118.32
34.04
44
1,008
223
544
223
2.8654
176,800
<1H OCEAN