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
-117.2
34.13
14
3,998
711
1,509
665
3.4138
126,700
INLAND
-118.46
34.04
19
3,522
1,036
1,820
977
3.2663
337,500
<1H OCEAN
-122.24
37.8
52
1,591
373
1,118
347
2.1563
128,600
NEAR BAY
-118.28
33.98
19
883
313
726
277
0.9809
121,400
<1H OCEAN
-121.81
37.25
12
2,070
587
1,216
532
4.1926
244,500
<1H OCEAN
-119.27
34.27
52
1,577
343
836
335
3.5893
206,600
NEAR OCEAN
-121.84
37.37
15
3,315
1,042
2,749
1,059
2.3199
140,100
<1H OCEAN
-121.27
38.87
16
2,094
358
1,092
357
4.4769
191,400
INLAND
-122.56
37.92
37
1,926
290
721
298
8.9248
500,001
NEAR BAY
-121.29
38.02
12
2,006
426
1,849
396
2.5437
99,000
INLAND
-121.94
37.34
29
3,377
853
1,674
792
3.4233
229,300
<1H OCEAN
-119.09
34.22
8
40
10
309
16
4.0208
52,500
NEAR OCEAN
-117.24
33.11
10
3,487
545
1,410
557
6.0336
240,300
NEAR OCEAN
-119.96
35.99
25
1,047
270
1,505
286
2.0976
47,700
INLAND
-117.94
33.85
26
1,888
429
1,550
458
3.3393
168,600
<1H OCEAN
-121.22
37.96
31
1,484
314
1,163
336
2.625
72,100
INLAND
-121.92
37.29
34
943
135
378
139
5.1765
344,600
<1H OCEAN
-122.28
37.89
52
1,225
169
412
168
5.7912
327,100
NEAR BAY
-118.46
34.07
42
2,564
460
913
414
9.2225
500,001
<1H OCEAN
-122.36
40.62
11
3,896
886
1,902
843
2.2905
94,200
INLAND
-117.67
33.49
15
2,782
579
983
525
2.1935
183,300
<1H OCEAN
-122.13
37.46
31
2,247
573
1,711
511
3.2642
185,600
NEAR BAY
-118.24
33.91
36
1,446
316
1,286
314
2.7083
103,600
<1H OCEAN
-120.47
34.98
6
5,762
1,115
2,551
919
3.0723
137,300
<1H OCEAN
-121.92
36.62
52
1,410
303
578
285
2.5625
235,400
NEAR OCEAN
-118.33
33.91
39
1,224
312
1,106
333
3.3491
181,800
<1H OCEAN
-118.29
33.71
31
2,809
666
1,316
633
4.5606
303,800
NEAR OCEAN
-118.26
33.97
44
1,246
308
1,031
295
1.9556
96,300
<1H OCEAN
-122.03
36.97
36
337
69
223
68
3.2404
225,000
NEAR OCEAN
-118.29
33.94
47
1,782
338
1,003
329
2.5398
105,700
<1H OCEAN
-122.44
37.76
35
1,581
422
580
388
4.05
423,100
NEAR BAY
-119.09
36.21
38
1,901
453
1,613
400
1.8828
44,600
INLAND
-118.42
33.92
41
1,621
279
756
277
5.0594
346,000
<1H OCEAN
-119.4
36.04
39
915
199
580
175
1.8894
112,500
INLAND
-117.95
34.04
36
1,044
200
982
205
4.7679
153,900
<1H OCEAN
-117.82
33.89
24
2,168
421
1,050
397
4.6172
238,300
<1H OCEAN
-116.52
33.81
12
12,396
2,552
2,548
1,265
3.4394
162,200
INLAND
-118.32
33.77
37
627
95
259
106
6.887
500,001
<1H OCEAN
-117.2
33.29
12
6,358
1,182
2,778
1,020
4.0357
295,900
<1H OCEAN
-124.17
40.78
39
1,606
330
731
327
1.6369
68,300
NEAR OCEAN
-117.45
34.13
16
5,058
965
3,388
878
3.6417
119,000
INLAND
-118.96
35.41
29
3,548
729
1,542
659
2.947
87,100
INLAND
-117.06
32.99
16
1,306
196
713
222
6.2683
180,700
<1H OCEAN
-122.22
37.46
37
2,586
495
1,208
502
4.3214
342,700
NEAR OCEAN
-118.44
34.03
30
1,039
303
606
274
3.125
343,800
<1H OCEAN
-122.29
37.54
39
1,459
285
761
291
5.0081
298,100
NEAR OCEAN
-121.91
37.3
43
828
151
446
145
4.4375
327,600
<1H OCEAN
-123.16
39.13
33
1,320
303
1,048
303
1.7813
94,700
<1H OCEAN
-121.89
37.38
3
4,778
1,047
2,522
990
5.7695
271,400
<1H OCEAN
-117.29
33.19
18
6,235
1,233
4,127
1,162
3.0704
151,600
NEAR OCEAN
-117.66
34.13
17
3,229
405
1,289
407
6.3842
307,100
INLAND
-118.21
33.99
39
47
16
51
23
3.2188
112,500
<1H OCEAN
-117.67
33.54
15
2,423
435
1,366
423
4.8906
181,800
<1H OCEAN
-118.09
34.04
24
1,543
257
824
271
6.4385
272,600
<1H OCEAN
-118.54
34.18
17
7,214
1,994
4,100
1,823
3.0943
174,500
<1H OCEAN
-122.28
37.78
29
5,154
null
3,741
1,273
2.5762
173,400
NEAR BAY
-119.35
36.32
10
3,817
719
1,686
714
3.8235
94,600
INLAND
-121.48
38.55
52
2,508
360
832
345
7.1035
228,700
INLAND
-117.52
33.99
14
13,562
2,057
7,600
2,086
5.2759
182,900
INLAND
-119.23
36.39
39
1,660
349
1,061
306
1.4812
53,500
INLAND
-122.34
37.53
27
3,339
481
1,354
458
7.3081
464,600
NEAR OCEAN
-118.33
34.2
43
1,325
254
613
248
3.6071
289,000
<1H OCEAN
-122.42
37.74
52
1,651
351
973
366
3.4583
240,900
NEAR BAY
-120.43
34.95
50
1,966
413
985
403
2.3506
136,100
<1H OCEAN
-117.12
32.77
48
2,012
422
893
394
2.7928
175,000
NEAR OCEAN
-116.09
34.15
13
9,444
1,997
4,166
1,482
2.6111
65,600
INLAND
-117.92
33.79
29
3,692
969
2,683
881
3.1726
198,700
<1H OCEAN
-118.35
34.06
52
1,368
322
617
303
5.3819
440,900
<1H OCEAN
-116.99
33.76
12
7,626
1,704
2,823
1,554
2.1722
69,400
INLAND
-117.85
34.13
31
1,959
318
1,021
303
4.3145
233,000
INLAND
-118.94
34.24
5
10,018
1,233
4,253
1,120
8.9063
500,001
<1H OCEAN
-121.8
39.75
28
2,551
378
1,011
374
4.3309
125,200
INLAND
-118.39
34.14
34
4,624
781
1,572
719
6.5533
500,001
<1H OCEAN
-119.08
35.36
12
6,442
1,116
2,966
1,092
4.5791
123,400
INLAND
-117.12
33.14
16
1,710
272
1,025
267
4.1641
163,600
<1H OCEAN
-118.13
33.9
35
1,458
261
686
236
3.9038
202,700
<1H OCEAN
-118.98
35.36
15
1,482
338
1,059
279
1.2617
42,700
INLAND
-120.69
35.49
16
2,666
450
1,203
429
4.1375
222,400
<1H OCEAN
-120.43
36.18
29
579
116
218
99
2.1458
104,200
INLAND
-121.62
39.5
18
2,105
416
974
385
1.6346
63,300
INLAND
-117.9
33.77
35
2,002
378
1,726
387
3.9613
182,300
<1H OCEAN
-118.47
34.03
29
3,287
882
1,523
823
3.7381
290,600
<1H OCEAN
-117.07
32.64
32
5,135
1,025
2,152
944
4.1325
172,800
NEAR OCEAN
-116.98
33.94
27
3,459
640
1,760
654
3.4545
89,800
INLAND
-118.49
34.25
33
2,088
383
960
362
4.3333
232,900
<1H OCEAN
-120.46
34.64
16
686
217
614
200
0.8106
83,300
NEAR OCEAN
-117.51
33.95
12
9,016
1,486
4,285
1,457
4.9984
169,100
INLAND
-119.86
36.78
7
2,232
490
1,274
499
2.9853
74,700
INLAND
-117.93
33.95
31
3,600
468
1,382
435
7.4597
500,001
<1H OCEAN
-122.29
38.29
52
3,217
742
1,670
671
2.4398
163,100
NEAR BAY
-118.03
34.1
38
2,301
416
1,079
398
4.4236
233,600
INLAND
-121.89
37.3
46
2,639
448
938
424
5.0662
331,600
<1H OCEAN
-118.26
34.02
46
1,249
357
1,607
331
2.0703
114,800
<1H OCEAN
-121.84
37.26
5
1,808
340
825
339
5.0509
184,800
<1H OCEAN
-121.29
37.8
6
110
26
69
24
3.7292
475,000
INLAND
-116.97
32.76
26
2,460
313
838
299
5.9878
270,700
<1H OCEAN
-118.31
33.91
31
1,415
339
874
289
3.8173
177,900
<1H OCEAN
-120.46
37.29
30
2,972
635
1,940
590
2.3594
72,300
INLAND
-117.98
33.89
18
2,939
437
1,278
435
7.1425
393,700
<1H OCEAN
-117.02
32.74
12
3,301
963
2,000
879
1.8594
119,200
NEAR OCEAN