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
-117.34
33.94
20
4,589
594
1,660
595
7.4141
236,500
INLAND
-117.36
33.18
26
5,550
1,153
2,372
1,058
2.5509
181,800
NEAR OCEAN
-121.03
37.66
31
887
217
614
199
2.1528
75,500
INLAND
-114.61
33.62
16
1,187
261
1,115
242
2.1759
61,500
INLAND
-118.47
34.06
45
3,030
433
916
399
9.4664
500,001
<1H OCEAN
-117.23
33.78
23
3,465
703
2,672
607
1.9767
81,500
INLAND
-118.9
34.14
35
1,503
263
576
216
5.1457
500,001
<1H OCEAN
-122.27
38.12
42
5,266
1,167
3,124
1,025
2.7375
120,000
NEAR BAY
-118.37
34.04
25
542
161
442
131
2.25
333,300
<1H OCEAN
-118.06
33.84
26
6,960
1,454
4,367
1,437
4.7953
210,900
<1H OCEAN
-118.09
33.92
31
1,983
419
1,157
390
3.5455
168,300
<1H OCEAN
-118.19
33.91
33
915
225
826
212
2.7708
117,400
<1H OCEAN
-117.92
33.77
28
3,614
960
3,282
889
3.522
190,300
<1H OCEAN
-117.34
34.16
31
1,606
354
1,049
335
2.1935
72,700
INLAND
-121.92
37.29
32
1,260
199
560
207
6.5858
346,700
<1H OCEAN
-121.87
38.02
52
2,264
439
1,403
476
2.7083
99,400
INLAND
-118.12
33.91
35
1,518
279
857
251
3.6917
197,500
<1H OCEAN
-118.74
34.27
23
2,493
522
1,488
505
4.18
215,000
<1H OCEAN
-122.23
38.12
49
2,715
435
1,006
429
4.2308
145,800
NEAR BAY
-122.24
37.49
38
4,105
950
2,561
909
3.8684
265,600
NEAR OCEAN
-121.02
37.6
33
1,009
238
1,027
246
2.5993
68,000
INLAND
-120.45
34.87
4
1,533
221
545
191
7.5696
328,700
<1H OCEAN
-118.12
34.7
7
4,915
885
2,833
874
4.3229
130,000
INLAND
-121.87
37.4
16
1,767
268
1,061
280
6.9584
351,600
<1H OCEAN
-122.01
36.98
27
2,820
730
1,511
745
2.589
242,400
NEAR OCEAN
-117.88
34.13
25
2,559
654
1,674
623
2.8547
155,600
<1H OCEAN
-122.1
37.63
18
9,963
2,031
5,613
1,946
3.8171
187,200
NEAR BAY
-118.52
34.18
42
1,611
410
879
386
3.1923
221,800
<1H OCEAN
-122.08
37.69
42
1,414
274
629
244
3.3478
184,900
NEAR BAY
-117.07
32.8
23
2,698
410
1,094
411
5.1782
195,100
<1H OCEAN
-118.37
34.07
50
2,519
null
1,117
516
4.3667
405,600
<1H OCEAN
-118.23
34.17
37
4,524
1,005
2,099
937
3.5781
366,700
<1H OCEAN
-118.48
34.02
22
1,249
483
1,106
481
2.5261
375,000
<1H OCEAN
-117.07
32.73
18
2,968
656
1,149
581
2.6452
154,200
NEAR OCEAN
-117.2
32.8
36
4,018
1,067
1,620
842
2.3599
168,400
NEAR OCEAN
-118.21
34.04
43
1,502
477
1,844
477
1.9405
152,500
<1H OCEAN
-117.29
33.13
4
617
105
224
105
3.9205
183,000
NEAR OCEAN
-121.95
37.33
36
1,683
286
740
324
4.7604
294,700
<1H OCEAN
-118.22
34.09
36
1,427
415
1,835
410
2.48
138,900
<1H OCEAN
-118.15
33.85
30
4,071
1,067
2,144
970
2.7268
218,100
<1H OCEAN
-118.36
34.09
33
3,463
1,170
1,845
1,134
2.0205
243,800
<1H OCEAN
-118.4
33.9
37
2,458
400
920
375
7.8924
500,001
<1H OCEAN
-119.27
36.39
17
2,076
350
998
340
4.3281
145,700
INLAND
-118.67
34.28
21
4,059
598
2,133
634
5.6949
235,300
<1H OCEAN
-118.27
34.15
25
3,018
806
2,205
742
3.0199
220,200
<1H OCEAN
-118.39
34.19
41
2,000
485
1,439
461
3.0491
192,000
<1H OCEAN
-117.93
33.91
24
1,698
297
676
273
5.2017
364,600
<1H OCEAN
-124.19
41.78
15
3,140
714
1,645
640
1.6654
74,600
NEAR OCEAN
-122.38
37.59
49
1,657
266
613
270
5.7837
378,100
NEAR OCEAN
-117.66
35.63
33
2,579
564
1,155
431
2.0441
42,100
INLAND
-122.15
37.69
36
1,545
273
863
267
4.0109
192,900
NEAR BAY
-118.25
34.07
18
4,297
1,420
4,332
1,286
2.2545
192,500
<1H OCEAN
-122.16
37.45
50
196
41
76
42
7.6129
412,500
NEAR BAY
-122.81
38.46
28
3,580
611
1,634
567
4.745
248,600
<1H OCEAN
-118.59
34.21
26
2,335
669
1,986
645
2.9974
178,800
<1H OCEAN
-122.38
37.73
20
120
27
55
19
2.625
187,500
NEAR BAY
-118.36
33.93
30
1,132
347
1,433
341
2.68
170,000
<1H OCEAN
-118.22
33.81
38
1,486
359
1,345
326
3.3988
147,800
NEAR OCEAN
-121.54
39.33
27
720
150
359
138
2.5313
61,300
INLAND
-118.06
33.98
40
1,410
255
932
273
4.2206
178,000
<1H OCEAN
-118.52
34.21
36
1,328
287
823
273
4.5648
193,700
<1H OCEAN
-117.8
33.78
17
4,138
805
2,442
780
4.7804
242,000
<1H OCEAN
-118.31
33.99
44
1,703
358
789
249
1.7083
100,000
<1H OCEAN
-118.26
33.94
44
795
181
716
167
2
90,300
<1H OCEAN
-122.26
37.88
52
2,255
410
823
377
5.7979
415,300
NEAR BAY
-122.04
37.62
35
657
118
328
134
3.8125
204,200
NEAR BAY
-118.94
34.18
25
3,502
508
1,713
508
5.5181
242,100
<1H OCEAN
-117.66
34.06
39
1,405
339
1,489
336
1.608
91,800
INLAND
-121.36
38.69
13
6,850
1,400
4,251
1,421
3.6989
93,300
INLAND
-122.31
37.91
31
1,432
348
681
348
2.7243
218,100
NEAR BAY
-121.62
38.96
36
1,826
329
1,068
318
1.9797
118,800
INLAND
-122.03
37.35
16
1,156
198
455
216
7.2779
292,900
<1H OCEAN
-118.95
35.41
21
3,999
727
1,889
688
3.875
99,500
INLAND
-118.04
33.72
14
4,494
1,048
2,222
963
4.7821
169,400
<1H OCEAN
-118.56
34.22
35
1,843
329
1,041
317
4.4271
205,100
<1H OCEAN
-122.47
37.73
50
1,653
252
641
224
10.6605
500,001
NEAR OCEAN
-118.42
34.02
28
3,167
737
1,248
665
3.1941
394,700
<1H OCEAN
-122.32
40.58
2
1,937
350
756
274
3
114,200
INLAND
-121.55
39.44
31
1,434
283
811
289
1.7727
49,000
INLAND
-117.94
33.68
26
4,183
539
1,504
520
7.4056
374,200
<1H OCEAN
-117.79
34.12
16
2,426
426
1,319
446
4.8125
224,500
INLAND
-121.42
38.51
21
3,249
666
2,611
663
1.9423
87,800
INLAND
-117.05
32.8
16
1,561
378
574
350
3.0035
94,600
<1H OCEAN
-118.54
34.21
22
6,064
1,826
4,876
1,697
2.875
227,100
<1H OCEAN
-117.13
32.73
52
1,911
415
777
412
2.2429
221,100
NEAR OCEAN
-121.65
36.66
42
4,261
840
2,013
801
3.5288
221,000
<1H OCEAN
-119.71
34.42
49
1,560
436
1,041
411
2.925
246,900
<1H OCEAN
-118.36
34.12
26
3,902
610
1,468
632
8.5136
500,001
<1H OCEAN
-121.36
38.66
14
756
141
424
155
3.6953
116,100
INLAND
-121.97
37.24
35
2,553
533
1,117
498
4.4063
436,100
<1H OCEAN
-117.18
32.95
4
19,001
2,688
8,980
2,441
6.3237
260,900
<1H OCEAN
-117.81
33.71
16
2,666
387
1,227
347
7.3769
302,400
<1H OCEAN
-121.84
37.29
4
2,937
648
1,780
665
4.3851
160,400
<1H OCEAN
-117.81
34.12
23
7,063
1,176
3,100
1,112
4.8229
192,600
INLAND
-122.18
37.75
36
1,047
214
651
166
1.712
82,100
NEAR BAY
-118.35
34.04
45
1,579
357
713
335
2.1711
179,200
<1H OCEAN
-118.45
34.05
28
801
399
936
406
2.1875
181,300
<1H OCEAN
-118.34
34.08
52
2,756
542
971
510
5.5871
500,001
<1H OCEAN
-122.27
37.98
23
3,455
479
1,375
474
6.0289
218,600
NEAR BAY
-118.35
33.97
26
3,832
1,074
2,340
904
2.6734
143,400
<1H OCEAN