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
-117.29
33.18
17
821
176
436
168
3.1667
160,600
NEAR OCEAN
-122.05
37.59
15
6,243
1,273
3,163
1,274
3.7462
212,500
NEAR BAY
-122.45
37.71
50
1,441
283
1,159
286
4.5417
233,700
NEAR OCEAN
-122.69
38.34
15
3,091
697
1,602
682
4.0071
135,500
<1H OCEAN
-122.32
37.92
28
4,649
977
2,606
953
3.2674
129,100
NEAR BAY
-118.02
34.11
35
2,454
458
1,110
435
3.8029
414,800
INLAND
-118.03
33.9
36
1,143
193
826
188
5.3184
171,100
<1H OCEAN
-119.84
36.83
17
2,273
298
700
263
6.8645
195,900
INLAND
-118.3
34.07
26
2,107
757
2,660
740
2.3375
282,300
<1H OCEAN
-121.98
37.95
14
6,290
854
2,724
820
6.7371
267,400
INLAND
-121.82
37.34
23
7,609
1,446
6,034
1,414
4.8424
195,300
<1H OCEAN
-118.35
33.9
32
1,056
225
565
231
3.9485
230,000
<1H OCEAN
-117.69
33.55
3
1,618
266
710
246
6.0743
274,300
<1H OCEAN
-118.25
33.98
40
1,867
633
2,223
609
1.7207
105,100
<1H OCEAN
-119.02
36.07
39
1,173
269
702
232
1.6146
53,100
INLAND
-117.84
33.81
26
5,574
1,025
2,607
988
4.0324
244,900
<1H OCEAN
-119.08
35.34
16
1,535
238
768
236
5.4449
118,500
INLAND
-117.93
33.75
15
2,448
602
1,666
575
3.5967
141,600
<1H OCEAN
-122.14
37.75
36
690
105
299
109
4.0313
195,500
NEAR BAY
-119.01
36.07
44
2,450
575
1,330
508
1.6103
50,900
INLAND
-118.24
34.14
36
1,813
560
1,501
544
1.9125
238,000
<1H OCEAN
-122.16
37.75
44
617
131
378
135
2.5568
111,100
NEAR BAY
-117.8
33.55
35
2,067
428
724
377
5.8371
500,001
<1H OCEAN
-116.3
33.68
10
2,387
481
863
304
2.8882
137,500
INLAND
-118.37
33.83
35
1,207
207
601
213
4.7308
353,400
<1H OCEAN
-116.95
33.31
16
2,921
639
1,838
540
2.2393
117,000
<1H OCEAN
-118.21
34.05
45
2,146
607
2,868
625
2.121
144,000
<1H OCEAN
-117.21
33.17
16
1,787
361
1,446
362
3.75
163,800
<1H OCEAN
-121.77
38.01
13
2,983
534
1,417
510
3.9861
168,100
INLAND
-117.97
33.75
32
1,564
270
973
290
3.75
190,400
<1H OCEAN
-118.3
34.06
47
1,390
872
2,860
827
1.468
137,500
<1H OCEAN
-117.55
33.83
6
502
76
228
65
4.2386
500,001
INLAND
-117.85
33.76
33
1,866
327
1,053
371
4.5461
213,800
<1H OCEAN
-119.19
35.96
25
2,014
402
1,160
362
1.881
52,500
INLAND
-117.04
32.67
14
3,464
683
2,139
734
4.0668
137,500
NEAR OCEAN
-121.27
38.72
6
4,664
644
2,105
663
6.0804
198,700
INLAND
-121.4
37.74
20
2,706
477
1,236
474
4.15
322,400
INLAND
-119.02
35.33
26
3,691
826
2,072
827
2.1553
84,700
INLAND
-117.82
33.77
27
2,578
314
976
340
7.1882
359,200
<1H OCEAN
-121.38
38.55
23
2,790
430
1,407
460
4.3288
133,700
INLAND
-121.29
38.07
21
1,185
207
533
213
3.1917
204,500
INLAND
-121.33
38.66
15
4,371
908
1,842
818
2.7797
105,500
INLAND
-121.87
37.32
36
1,471
360
1,182
326
2.7031
175,800
<1H OCEAN
-114.98
33.82
15
644
129
137
52
3.2097
71,300
INLAND
-121
37.71
52
102
23
35
33
2.25
175,000
INLAND
-124.1
41.04
26
1,633
380
890
370
1.9741
97,900
NEAR OCEAN
-117.8
34.03
25
4,240
643
1,885
637
6.2384
247,600
<1H OCEAN
-117.94
34.07
25
1,814
404
1,187
363
3.3523
170,800
<1H OCEAN
-117.9
33.61
44
1,469
312
507
266
3.4937
500,001
<1H OCEAN
-121.42
38.49
17
13,180
2,444
7,235
2,335
3.363
103,000
INLAND
-119.8
36.72
19
1,334
336
1,171
319
1.0481
48,500
INLAND
-117.88
34.09
29
3,416
790
2,223
728
3.5109
186,000
<1H OCEAN
-118.23
33.95
27
504
142
789
167
0.9518
91,400
<1H OCEAN
-118.23
34.11
33
2,612
646
2,496
606
3.133
156,000
<1H OCEAN
-118.36
33.82
28
67
15
49
11
6.1359
330,000
<1H OCEAN
-117.11
32.8
17
3,890
586
2,791
595
3.2197
67,500
NEAR OCEAN
-120.26
39.32
24
6,012
1,227
780
358
3.0043
122,100
INLAND
-122.13
37.47
30
1,480
294
1,126
301
4.983
166,700
NEAR BAY
-117.28
34.13
44
2,469
568
1,363
517
1.8396
77,100
INLAND
-118.3
33.75
19
2,356
440
1,291
418
4.2308
416,100
<1H OCEAN
-115.4
32.7
19
583
113
531
134
1.6838
95,800
INLAND
-118.27
34.07
27
1,190
null
1,795
422
1.7016
160,000
<1H OCEAN
-118.13
34.15
18
1,665
477
1,095
390
2.6038
155,600
<1H OCEAN
-122.39
37.6
36
1,770
499
1,225
459
2.56
273,100
NEAR OCEAN
-117.32
34.11
38
1,462
337
1,208
324
2.2604
68,100
INLAND
-118.43
34.15
26
2,900
667
1,090
590
3.7125
447,400
<1H OCEAN
-122.42
37.74
52
2,713
624
1,370
594
4.6547
325,700
NEAR BAY
-121.65
38.03
28
3,144
694
1,095
482
3.4402
192,400
INLAND
-122.3
37.88
52
409
97
208
98
1.6971
138,800
NEAR BAY
-121.86
38
16
3,216
464
1,504
453
5.25
161,700
INLAND
-117.22
33.87
16
56
7
39
14
2.625
500,001
INLAND
-117.23
34.11
22
1,162
221
995
244
2.5875
81,300
INLAND
-118.15
33.94
37
1,594
321
1,003
323
3.3289
199,700
<1H OCEAN
-118
34.15
48
3,436
673
1,540
648
4.275
256,800
INLAND
-122.17
37.74
46
1,026
226
749
225
3.0298
107,600
NEAR BAY
-117.04
32.97
13
6,711
1,256
3,683
1,220
4.5746
175,700
<1H OCEAN
-117.22
34.54
8
12,526
2,495
6,133
2,324
2.9072
119,200
INLAND
-117.94
33.78
34
2,627
468
1,409
450
4.7731
199,200
<1H OCEAN
-122.09
37.64
36
1,885
307
853
271
4.1141
173,100
NEAR BAY
-118.31
33.98
50
1,985
454
1,090
410
1.825
106,600
<1H OCEAN
-117.44
34.09
12
3,598
828
2,588
781
2.375
113,800
INLAND
-117.12
32.72
36
6,096
1,285
3,093
1,229
3.37
159,100
NEAR OCEAN
-117.34
34.49
9
3,293
585
1,678
530
3.2941
98,300
INLAND
-121.04
37.6
27
958
184
580
177
2.1875
82,800
INLAND
-121.31
37.97
42
1,824
277
720
309
5.1915
183,700
INLAND
-118.98
35.4
34
813
171
440
170
2.8393
69,800
INLAND
-121.97
37.33
21
8,275
1,566
3,636
1,524
5.1506
302,100
<1H OCEAN
-122.28
37.87
52
589
132
288
131
3.5156
200,000
NEAR BAY
-121.31
37.44
33
69
28
47
14
0.536
112,500
INLAND
-118.23
34.21
36
2,988
719
1,357
657
3.5174
268,000
<1H OCEAN
-117.53
34.1
5
2,185
488
1,379
458
3.7917
103,000
INLAND
-117.31
34.04
29
2,481
383
1,188
385
4.7344
134,600
INLAND
-119.34
36.21
22
3,065
726
2,165
738
1.4792
54,400
INLAND
-122.63
38.94
25
661
144
192
93
1.7566
49,000
INLAND
-122.02
37.33
25
3,823
584
1,689
571
7.3693
373,600
<1H OCEAN
-122.84
38.4
15
3,080
617
1,446
599
3.6696
194,400
<1H OCEAN
-119.44
36.6
5
2,353
608
2,505
573
2.2863
69,200
INLAND
-121.48
38.46
8
10,505
1,777
6,002
1,694
4.0516
121,200
INLAND
-118.27
34.01
35
1,672
556
2,106
519
1.2206
129,200
<1H OCEAN
-118.37
34.09
24
630
172
257
147
5.5224
400,000
<1H OCEAN