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
-117.52
33.83
22
2,397
400
1,347
403
4.46
189,800
INLAND
-121.53
39.49
19
1,537
329
617
274
1.5313
50,300
INLAND
-119.26
34.27
36
1,972
382
1,029
411
3.7337
209,000
NEAR OCEAN
-120.82
37.54
20
707
114
282
86
6.1324
164,800
INLAND
-120.52
35.24
5
4,413
804
2,003
725
5.0267
253,300
<1H OCEAN
-118.3
33.98
44
1,597
388
902
321
1.9556
93,300
<1H OCEAN
-120.68
35.29
37
1,354
293
753
290
3.25
225,000
NEAR OCEAN
-122.27
37.73
31
5,785
1,379
2,973
1,312
3.2689
231,000
NEAR BAY
-117.22
33.21
19
4,400
828
1,901
735
3.6375
198,800
<1H OCEAN
-119.1
35.35
5
4,597
1,071
1,916
870
4.0327
131,000
INLAND
-121.54
38.49
6
9,104
1,535
3,759
1,481
5.1442
174,500
INLAND
-118.31
34.01
48
2,544
532
1,357
498
2.5263
121,000
<1H OCEAN
-118.53
34.44
19
3,013
507
1,356
484
5.1163
233,200
<1H OCEAN
-121.41
38.69
28
1,601
308
848
305
3.6429
105,200
INLAND
-122.43
37.8
52
1,006
251
349
233
3.2235
500,000
NEAR BAY
-121.59
39.86
14
1,527
269
665
261
2.8657
119,600
INLAND
-118.52
34.32
18
7,498
976
3,189
955
8.1248
374,000
<1H OCEAN
-118.75
34.26
26
1,767
265
1,040
250
5.4787
198,100
<1H OCEAN
-118.44
34.07
35
1,973
332
1,257
296
8.9565
500,001
<1H OCEAN
-121.57
38.19
36
1,395
264
700
244
2.4353
162,500
INLAND
-121.25
38.69
17
3,050
481
1,490
489
4.5562
134,500
INLAND
-122.47
37.77
52
2,241
443
1,042
377
4.1635
398,400
NEAR BAY
-122.13
37.43
32
4,398
878
1,799
792
4.7375
431,900
NEAR BAY
-118.25
34.25
34
3,150
518
1,392
480
4.9355
336,900
<1H OCEAN
-122.25
37.8
42
4,120
1,065
1,715
1,015
2.9345
225,000
NEAR BAY
-122.41
40.53
28
1,127
245
538
208
2.037
72,000
INLAND
-121.45
41.04
33
2,029
378
936
343
2.67
77,500
INLAND
-122.03
36.98
37
2,817
716
1,341
662
2.1553
255,400
NEAR OCEAN
-122.42
37.78
26
812
507
628
445
2.3304
500,001
NEAR BAY
-118.46
34.29
24
3,668
890
3,151
810
3.0526
183,300
<1H OCEAN
-122.15
37.47
38
1,560
301
1,331
316
3.0521
151,500
NEAR BAY
-119.01
35.36
36
2,658
626
1,490
529
1.2157
57,000
INLAND
-117.23
34.15
17
5,036
817
2,084
833
4.6445
137,200
INLAND
-117.27
33.2
34
1,852
322
978
332
4.3542
156,900
<1H OCEAN
-117.32
33.25
7
8,206
1,523
4,399
1,423
3.6301
170,900
<1H OCEAN
-118.21
33.8
41
1,251
279
1,053
278
3.2778
150,800
NEAR OCEAN
-118.07
34.16
39
1,804
265
730
276
6.4761
397,500
INLAND
-119.57
34.38
22
2,512
426
919
341
5.759
425,000
<1H OCEAN
-117.07
32.65
12
4,131
891
2,272
840
3.4701
204,900
NEAR OCEAN
-118.02
33.92
35
2,075
424
1,312
396
3.7969
164,800
<1H OCEAN
-117.22
34.12
30
2,512
597
1,390
523
2.3725
77,200
INLAND
-118.26
34.01
43
2,179
682
2,624
609
1.8641
108,200
<1H OCEAN
-117.06
32.57
17
2,252
378
1,776
365
4.6364
141,100
NEAR OCEAN
-117.58
34.14
7
11,818
1,745
5,499
1,600
5.3678
231,700
INLAND
-119.29
34.31
25
1,092
190
702
215
3.9063
192,700
NEAR OCEAN
-117.91
33.66
21
1,708
505
1,099
434
3.225
193,800
<1H OCEAN
-117.18
32.76
17
711
254
327
227
2.6493
67,500
NEAR OCEAN
-117.32
34.16
9
711
139
316
152
4.0156
131,000
INLAND
-117.24
33.17
4
9,998
1,874
3,925
1,672
4.2826
237,500
<1H OCEAN
-118.03
33.82
17
2,178
477
1,077
457
3.6815
245,300
<1H OCEAN
-117.95
34.05
35
1,309
276
1,113
253
4.375
156,500
<1H OCEAN
-121.32
38.13
5
3,136
501
1,327
467
5.5942
186,900
INLAND
-117.81
34.01
12
9,197
1,642
4,332
1,554
4.9589
282,100
<1H OCEAN
-122.25
38.03
15
3,338
532
1,834
520
5.6293
197,600
NEAR BAY
-122.25
37.77
52
1,527
320
825
264
3.4531
208,800
NEAR BAY
-121.45
38.61
32
2,436
612
1,509
618
1.0424
81,400
INLAND
-117.89
34.11
36
806
147
446
153
4.5221
151,300
<1H OCEAN
-118.45
34.22
24
3,442
1,168
4,625
1,097
2.0699
183,000
<1H OCEAN
-118.12
34.02
25
2,655
558
1,466
525
3.0529
265,800
<1H OCEAN
-122.22
37.77
52
391
128
520
138
1.6471
95,000
NEAR BAY
-118.25
33.98
39
1,553
461
2,271
437
1.7378
121,900
<1H OCEAN
-119.19
34.25
12
232
37
79
35
4.1667
214,600
NEAR OCEAN
-122.86
38.1
44
2,602
509
691
343
4.3125
261,500
NEAR OCEAN
-122.48
38.51
49
1,977
393
741
339
3.1312
247,600
INLAND
-121.47
38.57
39
1,360
368
589
338
2.1691
150,000
INLAND
-116.61
33.93
35
321
71
157
61
2.8056
68,100
INLAND
-118.67
34.3
5
6,123
825
2,440
736
7.9013
393,000
<1H OCEAN
-119.21
34.18
13
6,103
1,319
2,986
1,212
3.9718
215,200
NEAR OCEAN
-120.89
37.52
42
1,200
221
647
192
2.5402
157,500
INLAND
-119.07
37.8
12
1,736
352
330
123
3.5294
160,700
INLAND
-117.9
34.13
5
1,126
316
819
311
1.5
139,800
<1H OCEAN
-118.14
34.08
24
3,988
1,098
2,909
1,034
2.7036
170,000
<1H OCEAN
-122.19
37.79
50
968
195
462
184
2.9844
179,900
NEAR BAY
-118.64
34.18
33
3,808
623
1,784
615
5.1641
263,400
<1H OCEAN
-120.72
35.63
31
3,476
644
1,476
567
3.3472
195,200
<1H OCEAN
-118.26
33.96
37
1,625
383
1,243
350
1.3971
89,800
<1H OCEAN
-118.27
33.86
33
1,685
333
1,484
318
4.3527
167,000
<1H OCEAN
-119.5
36.74
20
1,089
208
531
212
4.5938
106,900
INLAND
-122.49
37.73
39
1,937
336
742
307
5.1991
369,400
NEAR OCEAN
-121.72
37.98
5
7,105
1,143
3,523
1,088
5.0468
168,800
INLAND
-118.03
33.84
28
3,857
857
2,328
830
4.0156
196,000
<1H OCEAN
-118.2
33.8
45
2,456
495
1,300
450
3.9792
210,200
NEAR OCEAN
-118.24
33.99
41
1,425
372
1,803
353
1.6731
88,200
<1H OCEAN
-117.29
34.15
42
1,811
345
856
352
2.9667
97,000
INLAND
-118.22
33.98
34
2,225
753
2,980
736
1.6685
128,800
<1H OCEAN
-118.34
34.07
52
3,421
598
1,203
564
4.1618
500,001
<1H OCEAN
-119.08
35.32
8
11,609
2,141
5,696
2,100
5.0012
106,300
INLAND
-118.34
34.1
24
1,996
791
1,215
672
1.5429
325,000
<1H OCEAN
-117.82
33.71
9
5,206
992
4,660
978
2.885
162,500
<1H OCEAN
-121.36
38.62
34
2,447
503
1,077
456
3.058
133,000
INLAND
-117.86
33.85
17
1,131
236
622
244
4.9306
158,500
<1H OCEAN
-122.06
37.91
15
5,393
1,422
2,133
1,288
4.1612
232,800
NEAR BAY
-118.91
35.27
29
1,401
317
1,344
306
2.0921
61,400
INLAND
-119.72
37.38
16
2,131
424
989
369
2.6071
103,700
INLAND
-118.08
33.91
36
1,551
297
1,100
322
5.1187
168,100
<1H OCEAN
-117.8
33.68
14
2,635
516
1,150
499
4.4391
306,700
<1H OCEAN
-118.15
34
32
3,218
739
2,368
730
3.1406
175,300
<1H OCEAN
-122.16
37.71
37
1,507
242
632
253
4.5553
191,000
NEAR BAY
-117.83
33.74
23
1,818
522
958
485
2.6771
131,500
<1H OCEAN
-118.37
34.16
6
6,526
2,007
3,298
1,790
2.7231
250,000
<1H OCEAN