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
-122.4
38.41
20
4,867
1,015
1,725
1,015
2.5685
267,600
INLAND
-121.23
38.66
19
3,243
546
1,334
515
4.8088
169,500
INLAND
-120.06
36.97
38
1,542
364
1,220
334
1.625
52,800
INLAND
-118.07
33.86
28
1,789
352
1,347
330
3.425
189,700
<1H OCEAN
-121.88
37.43
17
3,469
896
2,762
808
3.3884
245,800
<1H OCEAN
-118.14
34.13
16
3,569
821
1,505
783
4.9167
251,100
<1H OCEAN
-119.71
34.44
52
1,837
343
711
355
4.1316
443,000
<1H OCEAN
-122.42
37.8
52
4,079
1,112
1,466
1,024
4.5913
500,001
NEAR BAY
-117.25
34.06
18
5,009
1,108
2,948
963
3.0042
106,500
INLAND
-118.97
34.18
18
7,338
1,020
3,419
1,058
7.0242
293,100
<1H OCEAN
-118.03
33.77
24
3,810
579
1,818
590
5.8053
255,900
<1H OCEAN
-118.97
35.39
38
2,121
433
1,547
441
2.774
59,500
INLAND
-122.05
37.38
23
3,200
907
2,029
866
3.5649
450,000
<1H OCEAN
-119.67
36.65
20
2,512
449
1,464
450
3.9211
92,300
INLAND
-122.59
38.56
43
2,088
379
721
293
4.65
245,000
<1H OCEAN
-118
33.94
37
903
158
444
158
3.75
174,400
<1H OCEAN
-122.21
37.78
44
1,729
414
1,240
393
2.3125
102,800
NEAR BAY
-118.12
34.68
12
5,319
875
2,439
779
4.6629
131,500
INLAND
-118.2
34.08
49
1,320
309
1,405
328
2.4375
114,000
<1H OCEAN
-121.31
38.67
26
1,387
226
807
244
4.1563
135,700
INLAND
-120.37
37.98
29
2,508
591
1,112
550
1.6021
91,400
INLAND
-121
39.23
15
2,809
450
1,267
408
4.0426
191,700
INLAND
-121.29
38.68
12
5,098
1,094
2,029
1,065
3.5444
132,500
INLAND
-117.22
34.26
16
8,020
1,432
1,749
540
4.9716
162,500
INLAND
-116.71
33.75
25
10,665
2,161
1,874
852
3.0625
150,500
INLAND
-117.11
32.76
19
2,188
616
1,304
607
2.0852
114,400
NEAR OCEAN
-118.21
33.92
28
2,949
1,003
4,551
930
1.9026
131,900
<1H OCEAN
-117.04
32.66
22
3,362
630
1,471
612
4.1442
303,900
NEAR OCEAN
-118.42
33.9
29
1,929
523
686
455
5.5347
500,001
<1H OCEAN
-117.04
32.9
6
6,525
826
3,146
806
9.2858
436,100
<1H OCEAN
-117.26
33.09
22
2,398
407
349
169
7.0423
500,001
NEAR OCEAN
-118.26
33.91
39
967
256
903
256
1.9038
93,100
<1H OCEAN
-119.03
35.36
41
1,944
363
977
388
3.9097
81,300
INLAND
-118.39
34.19
36
904
191
627
191
2.4167
192,900
<1H OCEAN
-118.3
34.25
44
1,442
285
859
292
4.5833
197,300
<1H OCEAN
-118.27
34.01
43
1,235
385
1,745
372
2.0817
113,300
<1H OCEAN
-118.1
34.09
42
1,460
289
829
273
4.875
227,300
<1H OCEAN
-117.37
34.13
17
2,681
470
1,621
459
3.875
118,500
INLAND
-117.75
34.07
52
2,550
586
1,246
576
1.6006
146,200
INLAND
-117.73
33.49
31
5,112
778
1,530
648
10.3983
500,001
<1H OCEAN
-117.62
34.08
22
2,626
631
1,678
557
3.125
111,800
INLAND
-121.79
37
28
2,715
451
1,154
386
4.8021
290,400
<1H OCEAN
-121.62
39.14
41
2,183
559
1,202
506
1.6902
61,500
INLAND
-118.41
34.19
42
779
145
450
148
3.9792
193,800
<1H OCEAN
-122.21
37.8
39
2,018
447
1,221
446
3.0757
151,000
NEAR BAY
-118.34
34.08
52
1,421
163
495
167
10.586
500,001
<1H OCEAN
-117.1
32.73
24
2,927
704
2,005
668
2.2375
102,900
NEAR OCEAN
-122.2
39.15
33
1,064
174
434
147
3.125
108,000
INLAND
-118.45
34.22
8
2,609
786
1,803
695
2.7714
185,700
<1H OCEAN
-117.16
34.06
17
2,285
554
1,412
541
1.8152
94,300
INLAND
-116.97
32.56
23
1,262
294
5,176
275
2.5625
153,300
NEAR OCEAN
-122.26
37.77
52
2,097
444
915
413
2.9899
228,100
NEAR BAY
-120.08
36.34
18
1,524
414
2,030
356
2.1153
112,500
INLAND
-117.96
33.7
23
2,622
445
1,103
407
4.725
289,600
<1H OCEAN
-117.1
32.74
20
3,854
1,046
3,555
966
1.6747
100,000
NEAR OCEAN
-122.43
37.66
43
1,769
387
1,102
377
4.5493
281,500
NEAR OCEAN
-117.81
33.68
4
1,545
304
788
296
4.5469
500,001
<1H OCEAN
-119.01
35.44
20
3,458
651
1,465
621
2.5806
82,500
INLAND
-124.23
40.81
52
1,112
209
544
172
3.3462
50,800
NEAR OCEAN
-122.04
37.5
17
407
97
307
100
3.1696
156,300
NEAR BAY
-118.13
33.91
35
561
104
261
105
4.9375
183,800
<1H OCEAN
-121.87
37.28
21
3,305
749
2,459
701
3.9688
249,600
<1H OCEAN
-119.93
38.72
15
2,061
465
573
196
2.2417
97,900
INLAND
-120.45
34.88
15
2,143
286
929
315
5.7306
269,700
<1H OCEAN
-122.16
38.05
34
2,434
428
926
423
4.6776
208,300
NEAR BAY
-118.18
33.77
39
1,645
547
1,339
499
1.5536
155,000
NEAR OCEAN
-118.16
33.77
38
3,235
769
1,284
752
2.9384
304,100
NEAR OCEAN
-119.12
35.38
18
1,521
269
706
279
4.4196
121,000
INLAND
-118.38
33.83
20
2,270
498
1,070
521
4.4615
384,800
<1H OCEAN
-118.2
33.77
42
517
233
995
212
2.225
106,300
NEAR OCEAN
-118.4
34.21
45
972
181
554
187
4.8194
181,300
<1H OCEAN
-118.44
34.24
35
2,344
435
1,531
399
3.725
178,200
<1H OCEAN
-118.4
34
44
2,122
385
1,012
367
4.6687
344,300
<1H OCEAN
-120.43
34.9
30
2,388
393
1,117
375
4.1058
164,000
<1H OCEAN
-117.86
33.82
9
1,682
291
1,015
271
6.6603
230,900
<1H OCEAN
-117.01
32.8
20
2,705
545
1,198
497
3.7159
168,900
<1H OCEAN
-118.25
34.12
11
1,281
418
1,584
330
2.8889
153,100
<1H OCEAN
-118.1
33.89
34
2,242
436
1,483
443
4.4934
185,600
<1H OCEAN
-120.84
35.33
15
3,276
670
1,520
613
3.6412
207,800
NEAR OCEAN
-117.11
33.12
46
52
13
59
13
3.875
200,000
<1H OCEAN
-118.07
33.87
18
3,405
556
1,945
509
5.7652
299,100
<1H OCEAN
-121.34
37.98
8
2,628
428
1,158
393
5.3002
191,700
INLAND
-116.99
33.46
13
1,614
410
846
270
2.83
43,000
<1H OCEAN
-124.13
40.8
31
2,152
462
1,259
420
2.2478
81,100
NEAR OCEAN
-118.26
33.99
36
2,016
505
1,807
464
1.6901
103,500
<1H OCEAN
-121.87
37.41
17
3,719
588
2,089
561
6.7867
273,700
<1H OCEAN
-118.12
34.04
34
2,103
427
1,355
434
4.5795
235,300
<1H OCEAN
-117.97
34.14
33
1,328
348
903
329
3.1094
136,000
INLAND
-122.04
37.3
25
2,366
417
1,076
398
6.9238
345,900
<1H OCEAN
-118.28
33.93
52
117
33
74
45
0.4999
90,600
<1H OCEAN
-122.46
37.73
52
2,401
346
812
328
6.8322
394,100
NEAR BAY
-122.16
37.73
49
1,699
408
768
385
2.8301
171,600
NEAR BAY
-117.94
33.88
46
1,747
312
770
296
5.4217
256,000
<1H OCEAN
-122.18
37.76
43
2,018
408
1,111
367
1.8913
91,200
NEAR BAY
-118.26
33.97
46
1,086
249
880
250
1.5962
95,700
<1H OCEAN
-121.48
38.53
43
1,378
280
708
280
2.3542
103,900
INLAND
-121.91
37.71
25
4,377
668
2,038
671
5.7233
231,800
<1H OCEAN
-117.27
33
36
2,426
454
1,085
420
5.1523
387,800
NEAR OCEAN
-118.26
34.1
48
2,566
571
1,421
563
3.6579
318,600
<1H OCEAN
-121
37.64
52
530
177
325
158
1.1875
90,600
INLAND