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
-117.84
33.76
16
238
51
93
50
5.375
215,700
<1H OCEAN
-117.14
32.92
6
3,069
750
1,541
736
3.814
132,500
<1H OCEAN
-117.91
33.89
30
1,631
212
523
216
7.875
351,900
<1H OCEAN
-124.16
40.8
52
2,416
618
1,150
571
1.7308
80,500
NEAR OCEAN
-120.79
36.06
29
1,916
386
1,019
314
2.4881
87,500
<1H OCEAN
-117.27
34.14
35
1,517
257
658
245
4.4435
97,600
INLAND
-120.84
37.51
8
1,191
242
688
260
2.7243
138,400
INLAND
-121.98
38.32
45
19
5
7,460
6
10.2264
137,500
INLAND
-118.14
34.16
30
2,598
757
2,869
769
2.1377
142,300
<1H OCEAN
-120.88
38.45
25
1,374
297
657
288
2.5476
97,900
INLAND
-116.43
34.1
17
6,683
1,296
2,677
1,227
2.4828
84,000
INLAND
-118.04
33.76
16
2,070
263
878
297
7.0879
338,800
<1H OCEAN
-122.04
37.34
25
1,994
287
704
283
7.7799
447,300
<1H OCEAN
-118.9
35.41
6
4,656
971
2,320
935
3.0938
100,800
INLAND
-117.18
32.75
52
1,539
212
535
224
5.392
408,500
NEAR OCEAN
-122.06
37.58
15
8,112
1,376
4,576
1,348
5.6758
253,400
NEAR BAY
-122.66
38.48
16
2,697
490
1,462
515
4.2051
190,300
<1H OCEAN
-122.47
37.5
18
2,297
416
1,086
381
4.875
334,600
NEAR OCEAN
-117.17
32.71
7
2,493
693
951
641
4.2375
205,000
NEAR OCEAN
-122.18
37.72
45
1,498
313
1,003
305
3.8047
156,700
NEAR BAY
-117.18
32.76
8
3,694
997
1,297
807
3.6492
158,900
NEAR OCEAN
-119.27
36.34
7
3,433
626
1,793
626
3.5296
83,700
INLAND
-121.71
37.99
27
3,861
718
2,085
707
3.3558
129,700
INLAND
-118.21
34.04
52
846
271
1,153
281
2.1923
155,000
<1H OCEAN
-122.13
37.4
29
6,027
1,195
2,687
1,171
5.1335
461,200
NEAR BAY
-121.4
36.84
52
1,860
400
1,215
367
2.9554
136,500
INLAND
-117.24
32.95
18
1,591
268
547
243
5.9547
329,300
NEAR OCEAN
-120.9
39.95
20
1,349
238
601
203
3.5417
96,600
INLAND
-118.23
33.92
32
1,735
430
1,699
386
1.1793
103,800
<1H OCEAN
-118.46
34
36
1,392
260
679
247
4.7344
346,900
<1H OCEAN
-118.7
34.28
27
3,536
646
1,837
580
4.4964
238,300
<1H OCEAN
-118.49
34.43
15
8,244
1,409
4,453
1,357
5.4829
199,600
<1H OCEAN
-122.25
37.48
45
2,743
390
974
400
7.1621
500,001
NEAR OCEAN
-120.92
38.86
11
1,720
345
850
326
3.2027
128,600
INLAND
-119.83
36.77
23
2,168
503
1,190
425
2.625
71,600
INLAND
-120.58
39.27
15
4,126
903
723
266
3.0147
118,800
INLAND
-118.1
33.82
36
1,946
346
871
336
5.2155
254,800
<1H OCEAN
-118.27
33.95
34
987
248
902
221
2.3365
98,000
<1H OCEAN
-117.88
33.85
22
1,105
241
971
249
3.1667
113,900
<1H OCEAN
-117.71
34.05
20
2,281
444
1,545
481
2.5735
130,500
INLAND
-117.04
33.09
16
4,677
581
1,902
566
6.1834
335,600
<1H OCEAN
-118.01
33.77
32
1,771
296
995
272
5.8362
217,500
<1H OCEAN
-120.71
35.5
12
3,098
453
1,433
434
5.2508
292,900
<1H OCEAN
-118.3
34
52
1,296
246
853
238
3.05
111,600
<1H OCEAN
-117.3
33.22
4
14,960
2,988
6,666
2,612
3.7568
184,100
NEAR OCEAN
-122.52
38.67
35
1,705
321
708
253
3.4539
300,000
INLAND
-118.43
33.99
35
2,243
495
1,135
465
4.3281
324,000
<1H OCEAN
-118.08
33.92
39
1,631
322
1,034
328
4.5382
165,700
<1H OCEAN
-117.95
33.9
15
3,057
479
1,679
498
6.8429
372,600
<1H OCEAN
-118.35
34.07
48
890
255
434
232
3.6111
450,000
<1H OCEAN
-118.19
33.85
30
3,533
1,061
2,678
1,033
2.2417
151,900
NEAR OCEAN
-121.07
38.92
15
5,301
884
2,335
831
4.515
164,000
INLAND
-122.28
37.88
52
957
188
403
172
3.2344
245,500
NEAR BAY
-121.94
37.33
36
1,893
359
797
360
3.6818
257,600
<1H OCEAN
-118.03
33.77
27
2,000
310
880
294
5.635
218,900
<1H OCEAN
-123.08
38.38
28
3,297
676
923
373
3.9167
232,600
NEAR OCEAN
-117.92
33.65
28
1,087
423
807
425
0.9702
225,400
<1H OCEAN
-117.24
33.94
15
1,569
423
1,123
369
1.6111
113,900
INLAND
-119.38
36.56
14
3,965
804
1,945
733
2.6906
95,300
INLAND
-120.56
35.07
14
6,788
1,216
2,866
1,036
3.3603
280,200
<1H OCEAN
-122.96
40.77
29
1,637
297
753
270
3.2891
93,100
INLAND
-118.4
34
10
1,526
339
705
268
5.8083
321,800
<1H OCEAN
-117.5
33.92
31
2,529
513
1,504
426
2.9821
115,600
INLAND
-118.19
33.95
41
1,368
309
1,244
312
3.0833
164,800
<1H OCEAN
-120.47
34.66
4
3,376
525
1,684
535
4.9237
166,600
NEAR OCEAN
-121.57
39.5
31
2,023
469
1,073
436
1.5714
56,100
INLAND
-118.2
34.05
43
1,165
317
1,279
303
1.9615
141,700
<1H OCEAN
-122.24
38.01
11
3,751
565
1,949
555
5.7862
269,400
NEAR BAY
-118.27
34
48
1,869
461
1,834
441
1.7052
107,400
<1H OCEAN
-119.32
34.35
16
52
16
51
15
2.475
225,000
NEAR OCEAN
-119.79
36.3
16
1,717
277
903
289
4.3438
93,100
INLAND
-119.32
36.19
11
1,281
291
861
313
1.0962
72,300
INLAND
-117.17
32.73
52
408
143
313
143
1.815
116,700
NEAR OCEAN
-122.08
37.38
25
830
228
368
174
3.3917
342,900
NEAR BAY
-122.09
37.91
18
9,576
1,455
3,486
1,380
7.0895
306,900
NEAR BAY
-122.05
38.25
39
199
36
101
38
6.2299
105,400
INLAND
-118.32
33.98
47
949
210
574
217
2.175
114,700
<1H OCEAN
-120.2
34.61
15
2,958
690
1,348
617
3.8582
215,200
NEAR OCEAN
-117.78
34.06
25
1,712
491
1,807
478
2.2258
114,800
INLAND
-117.98
33.76
28
3,215
652
2,066
636
4.0194
197,400
<1H OCEAN
-117.1
33.17
12
2,465
412
1,226
428
5.4819
183,800
<1H OCEAN
-117.44
33.93
33
1,371
236
715
227
4.375
129,900
INLAND
-117.23
32.81
22
3,205
429
1,083
410
8.1844
406,300
NEAR OCEAN
-117.95
33.99
25
1,075
138
451
132
6.8492
332,200
<1H OCEAN
-117.04
34.89
37
1,884
366
1,052
353
3.175
66,800
INLAND
-121.42
38.6
23
3,713
1,078
2,194
1,018
1.7451
89,600
INLAND
-118.14
34.15
41
1,256
407
855
383
1.9923
500,001
<1H OCEAN
-119.34
36.34
5
4,505
834
1,917
775
4.0144
126,600
INLAND
-121.67
36.67
24
3,071
544
1,477
560
3.9219
222,500
<1H OCEAN
-119.64
36.35
30
1,765
310
746
298
2.8125
70,200
INLAND
-118.15
33.87
33
2,373
552
1,673
571
3.0685
181,800
<1H OCEAN
-121.81
37.26
14
3,379
683
1,465
620
4.0547
236,200
<1H OCEAN
-120.79
37.49
44
1,186
225
687
234
3.4167
160,700
INLAND
-121.82
37.36
33
1,624
337
1,412
323
4.0385
167,600
<1H OCEAN
-118.38
34.04
36
3,005
771
2,054
758
2.0437
309,100
<1H OCEAN
-122.83
38.96
15
1,318
296
567
276
1.8692
93,800
INLAND
-122.62
38.4
10
9,772
1,308
3,741
1,242
6.5261
324,700
<1H OCEAN
-119.67
36.83
4
2,145
334
1,024
308
5.0864
113,700
INLAND
-118.43
34.28
27
862
280
1,243
267
2.3724
154,200
<1H OCEAN
-120.95
37.74
18
3,453
666
1,958
601
3.0043
156,500
INLAND