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
-123.22
39.28
16
5,569
1,106
3,148
1,088
3.1455
142,900
<1H OCEAN
-117.98
33.98
27
2,275
346
1,039
333
6.2217
333,500
<1H OCEAN
-118.31
33.8
30
3,096
757
2,048
704
3.125
233,300
<1H OCEAN
-115.48
32.8
21
1,260
246
805
239
2.6172
88,500
INLAND
-122.13
37.69
34
1,131
278
560
237
2.875
161,700
NEAR BAY
-119.29
36.54
18
2,581
628
2,732
592
1.8429
58,300
INLAND
-121.01
37.66
36
3,679
613
1,366
581
4.5
151,400
INLAND
-122.11
37.87
33
3,398
500
1,351
457
6.5814
314,200
NEAR BAY
-122.49
37.76
52
1,792
305
782
287
4.0391
332,700
NEAR BAY
-116.86
33.84
18
521
118
174
74
2.7788
91,100
INLAND
-118.05
33.86
16
2,676
391
1,377
395
6.5513
350,400
<1H OCEAN
-119.03
35.34
34
2,221
436
1,131
408
3.0486
68,500
INLAND
-119.45
36.59
41
1,749
342
1,171
314
1.6875
66,100
INLAND
-117.19
34.1
5
2,167
384
1,174
358
4.0114
97,700
INLAND
-118.7
34.53
5
14,275
2,474
7,158
2,311
5.4284
236,300
INLAND
-117.97
34.06
34
3,580
684
2,786
636
4.0469
166,800
<1H OCEAN
-117.23
32.87
15
2,290
662
1,034
594
3.0104
204,200
NEAR OCEAN
-122.22
37.78
51
1,637
463
1,543
393
2.489
119,100
NEAR BAY
-119.86
36.45
19
2,439
462
1,416
469
2.4474
75,600
INLAND
-117.31
33.07
21
2,035
534
948
467
3.2984
369,400
NEAR OCEAN
-117.99
33.86
20
2,303
612
1,607
564
2.9
176,100
<1H OCEAN
-118.3
34.26
28
1,643
489
1,142
458
3.1607
200,600
<1H OCEAN
-121.95
37.74
19
1,127
170
518
167
6.3325
250,000
<1H OCEAN
-120.46
34.65
22
1,298
358
1,272
363
1.6488
117,500
NEAR OCEAN
-118.11
34.05
23
3,436
565
1,729
529
5.9941
266,700
<1H OCEAN
-122.22
38.1
40
2,549
478
1,275
494
2.9469
111,600
NEAR BAY
-119.82
36.81
25
3,305
551
1,149
500
5.0698
150,900
INLAND
-118.01
33.88
19
1,434
391
1,088
341
3.369
269,600
<1H OCEAN
-118.45
34
48
1,923
408
1,142
433
4.575
326,700
<1H OCEAN
-118.23
33.95
37
2,667
671
2,865
683
0.6831
87,500
<1H OCEAN
-117.98
33.87
29
1,310
332
937
294
3.8068
158,700
<1H OCEAN
-118.09
33.95
32
1,083
206
737
218
3.5583
170,800
<1H OCEAN
-118.29
34.17
12
2,238
682
1,882
611
2.9
208,300
<1H OCEAN
-122.29
37.94
20
7,578
1,426
3,637
1,362
4.4387
190,000
NEAR BAY
-123.8
39.46
35
1,718
345
698
299
2.9243
131,600
<1H OCEAN
-117.47
33.92
18
3,869
773
2,500
726
3.6583
126,100
INLAND
-122.69
38.44
35
1,356
241
620
216
3.5521
168,300
<1H OCEAN
-118.17
33.88
29
815
206
590
183
3.0052
166,700
<1H OCEAN
-122.46
37.71
39
2,076
482
1,738
445
3.1958
232,100
NEAR OCEAN
-118.35
33.99
48
2,741
439
1,115
459
5.0514
269,100
<1H OCEAN
-118.2
34.2
44
2,890
438
1,219
429
6.987
500,001
<1H OCEAN
-122.12
37.82
26
2,269
317
918
313
6.6657
364,500
NEAR BAY
-117.38
34.09
8
3,955
815
2,184
725
3.3438
127,600
INLAND
-116.99
32.83
20
6,696
1,326
3,687
1,291
3.1979
154,600
<1H OCEAN
-121.29
38.14
34
1,500
337
674
282
2.515
110,800
INLAND
-118.11
34.08
42
3,172
644
1,829
642
3.3966
243,200
<1H OCEAN
-122.48
37.77
52
2,556
595
1,202
568
3.8899
348,500
NEAR BAY
-119.77
36.74
51
1,454
235
729
252
3.3125
70,100
INLAND
-116.97
32.83
17
6,659
1,402
3,183
1,378
2.949
117,300
<1H OCEAN
-118.53
34.45
26
828
149
508
158
5.2374
185,500
<1H OCEAN
-122.3
37.87
10
503
118
228
100
2.1705
150,000
NEAR BAY
-118.34
34.03
48
1,426
331
784
356
1.6581
118,800
<1H OCEAN
-116.47
33.77
26
4,300
767
1,557
669
4.4107
122,500
INLAND
-122.09
37.71
35
2,663
387
1,086
367
5.1498
266,400
NEAR BAY
-118.07
33.88
17
2,407
539
1,422
524
4.2619
139,700
<1H OCEAN
-116.88
33.02
16
3,204
541
1,818
529
5.2596
171,500
<1H OCEAN
-121.43
38.66
35
1,814
367
1,076
372
2.7179
81,100
INLAND
-116.98
32.72
4
1,078
158
571
184
4.6667
223,300
<1H OCEAN
-120.98
39.08
20
4,570
906
2,125
815
3.0403
148,000
INLAND
-117.93
34.09
35
1,891
353
1,093
382
4.0167
165,500
<1H OCEAN
-118.35
34.15
52
1,680
238
493
211
9.042
500,001
<1H OCEAN
-118.27
34.08
43
962
253
658
244
3.2386
185,000
<1H OCEAN
-122.06
37.71
36
3,541
570
1,478
529
4.635
248,600
NEAR BAY
-121.93
37.3
16
2,111
485
1,285
499
5.0477
292,500
<1H OCEAN
-117.84
35.35
28
1,913
486
858
371
1.9962
50,800
INLAND
-122.03
37.28
29
3,752
468
1,320
471
9.8937
500,001
<1H OCEAN
-117.9
33.97
23
7,353
1,255
4,014
1,124
5.4155
213,200
<1H OCEAN
-118.2
33.85
33
2,557
731
2,286
700
2.3041
149,100
<1H OCEAN
-122.41
37.66
40
1,294
308
1,177
301
3.6667
218,800
NEAR OCEAN
-118.22
33.9
38
796
159
679
167
3.6607
110,400
<1H OCEAN
-121.28
37.94
48
1,766
444
1,406
421
1.7039
52,700
INLAND
-117.1
32.71
25
939
247
1,003
240
1.75
87,900
NEAR OCEAN
-121.11
37.43
42
412
75
227
75
2.5
74,200
INLAND
-118.54
34.15
26
10,111
1,295
3,599
1,257
10.2292
500,001
<1H OCEAN
-114.57
33.64
14
1,501
337
515
226
3.1917
73,400
INLAND
-121.94
37.27
23
1,932
552
997
482
3.662
211,900
<1H OCEAN
-118.32
34.07
52
2,156
306
861
311
8.8062
500,001
<1H OCEAN
-117.14
32.76
35
2,539
661
1,308
629
2.6777
146,400
NEAR OCEAN
-118.07
33.9
45
1,776
353
1,180
337
4.6406
169,200
<1H OCEAN
-117.15
32.8
41
1,413
261
1,070
259
2.3578
166,700
NEAR OCEAN
-117.32
33.22
15
4,784
1,039
1,810
986
2.4375
108,900
NEAR OCEAN
-116.44
34.16
19
1,867
361
758
321
2.8929
98,100
INLAND
-122.41
37.75
52
3,065
622
1,405
606
3.7813
275,900
NEAR BAY
-122.44
37.76
52
2,509
496
855
478
5.0731
405,400
NEAR BAY
-118.14
34.69
48
1,379
327
696
304
2.1167
94,900
INLAND
-117.23
32.8
31
1,403
388
724
371
2.6403
216,100
NEAR OCEAN
-117.3
33.17
6
7,880
1,533
3,760
1,460
4.1807
182,600
NEAR OCEAN
-117.7
33.6
26
1,021
230
301
208
2.625
80,600
<1H OCEAN
-122.01
36.97
35
1,605
392
743
382
2.5368
240,000
NEAR OCEAN
-119.7
36.81
32
2,623
528
1,570
492
2.7159
68,000
INLAND
-121.97
38.03
17
3,685
685
1,939
649
3.7043
139,800
INLAND
-119.83
36.37
25
1,549
269
819
272
2.7159
101,400
INLAND
-122.13
37.46
37
1,576
334
1,385
323
2.5294
159,400
NEAR BAY
-118.27
33.95
34
1,261
315
1,027
303
2.2946
88,800
<1H OCEAN
-118.85
35.2
17
2,783
678
2,566
641
1.9907
51,200
INLAND
-118.08
34.13
46
1,238
147
377
145
8.4546
500,001
INLAND
-118.22
34.07
35
1,504
477
2,059
498
2.0133
145,800
<1H OCEAN
-117.34
33.19
23
3,546
553
1,533
518
5.276
224,500
NEAR OCEAN
-119.81
36.73
50
772
194
606
167
2.2206
59,200
INLAND
-120.45
34.86
23
3,415
778
1,492
633
2.2791
114,800
NEAR OCEAN