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
-120.86
37.77
45
621
129
257
124
1.7188
109,400
INLAND
-118.21
34.02
52
22
7
55
7
7.5752
67,500
<1H OCEAN
-122.01
37.92
18
2,808
337
1,038
337
8.3956
353,600
NEAR BAY
-119.05
34.13
12
57
22
69
15
5.0066
275,000
NEAR OCEAN
-120.35
37.95
13
2,104
407
960
401
2.4
177,000
INLAND
-118.17
33.9
12
3,653
993
3,215
854
2.8681
114,200
<1H OCEAN
-118.08
33.86
29
3,260
783
1,969
737
3.5268
215,500
<1H OCEAN
-120.95
37.73
12
3,609
712
2,650
742
2.8565
92,700
INLAND
-122.37
37.96
37
1,572
402
1,046
350
0.7403
68,600
NEAR BAY
-122.08
37.9
32
1,075
170
486
173
5.0499
306,800
NEAR BAY
-122.23
37.8
52
2,033
486
787
459
3.1603
269,500
NEAR BAY
-118.43
34.42
13
3,600
580
1,799
576
6.2971
218,300
<1H OCEAN
-122.15
37.74
43
1,383
275
853
272
3.5083
122,000
NEAR BAY
-118.18
34.12
29
2,640
737
1,795
655
2.369
173,400
<1H OCEAN
-120.3
35.1
16
2,819
479
1,068
365
4.5461
270,800
<1H OCEAN
-118.19
34.67
8
11,275
1,822
5,731
1,692
5.0285
167,900
INLAND
-122.63
38.22
17
2,652
342
1,199
350
5.565
267,100
<1H OCEAN
-118.39
34.03
19
1,450
509
746
437
3.1415
55,000
<1H OCEAN
-122.47
37.5
25
950
259
404
195
3.1937
319,200
NEAR OCEAN
-122.59
38.01
35
8,814
1,307
3,450
1,258
6.1724
414,300
NEAR BAY
-117.86
33.62
17
2,975
371
1,247
398
10.1989
500,001
<1H OCEAN
-118.3
33.9
19
2,421
689
1,726
660
3.287
181,400
<1H OCEAN
-118.01
33.66
19
4,559
1,045
1,949
910
4.355
429,200
NEAR OCEAN
-117.9
34.06
34
2,956
469
1,488
464
5.3664
268,300
<1H OCEAN
-118.56
34.21
13
8,327
1,849
4,126
1,773
3.7313
189,800
<1H OCEAN
-117.84
33.79
37
2,733
460
1,378
476
5.3041
235,700
<1H OCEAN
-122.06
38.25
34
1,562
289
898
307
3.3598
107,200
INLAND
-121
37.61
36
2,647
604
2,045
550
2.273
62,900
INLAND
-122.08
37.88
24
2,059
462
410
294
2.3971
99,400
NEAR BAY
-121.64
36.7
32
4,089
735
2,927
713
4.1675
142,500
<1H OCEAN
-118.59
34.21
34
1,943
320
895
305
5.0462
227,700
<1H OCEAN
-118.24
33.94
30
940
211
1,071
204
1.2679
92,000
<1H OCEAN
-122.29
37.89
52
2,178
421
940
423
5.0551
232,200
NEAR BAY
-118.11
34.16
52
1,353
274
852
306
3.4583
239,900
INLAND
-118.14
33.88
41
1,531
343
1,119
341
4.3646
161,400
<1H OCEAN
-117.16
32.73
52
1,863
559
906
493
1.9203
195,800
NEAR OCEAN
-118.12
33.81
36
2,565
458
1,155
443
4.6087
224,600
<1H OCEAN
-122.09
37.42
23
4,874
1,251
2,699
1,163
3.8003
229,800
NEAR BAY
-118.84
34.16
18
6,075
1,056
2,571
1,018
5.22
399,400
<1H OCEAN
-120.06
39.09
30
2,979
583
316
124
2.1987
124,000
INLAND
-121.94
37.27
39
1,030
191
537
175
3.9265
236,900
<1H OCEAN
-118.28
34.03
41
1,933
791
3,121
719
1.8539
147,500
<1H OCEAN
-117.29
34.1
19
1,204
405
844
424
0.7235
71,300
INLAND
-117.11
33.23
13
5,819
919
2,228
866
4.9335
298,100
<1H OCEAN
-118.64
34.17
26
6,767
903
2,574
883
7.7846
409,000
<1H OCEAN
-117.15
33.02
4
15,029
2,279
5,613
1,696
7.2731
450,400
NEAR OCEAN
-119.93
36.32
25
8,363
1,636
7,679
1,580
2.0285
106,300
INLAND
-117.08
32.69
31
2,558
487
1,938
492
3.4875
117,000
NEAR OCEAN
-117.62
33.43
24
1,296
384
850
367
2.7545
231,300
NEAR OCEAN
-117.4
34.08
21
3,622
667
2,503
720
3.8531
105,400
INLAND
-116.95
32.78
33
2,432
443
1,147
427
3.3906
138,100
<1H OCEAN
-122.51
37.76
43
2,345
624
1,439
614
2.8448
268,900
NEAR OCEAN
-117.88
33.84
26
1,499
290
755
277
3.5893
238,500
<1H OCEAN
-118.03
34.09
29
1,219
338
1,152
323
2.8029
180,900
INLAND
-118.32
34.1
28
1,759
716
1,463
620
1.7306
450,000
<1H OCEAN
-122.4
37.81
12
1,349
349
536
334
7.7852
250,000
NEAR BAY
-122.51
37.78
45
2,564
499
1,056
460
4.7328
351,100
NEAR BAY
-122.25
38.11
49
2,365
504
1,131
458
2.6133
103,100
NEAR BAY
-117.17
34.28
13
4,867
718
780
250
7.1997
253,800
INLAND
-121.98
36.96
31
3,209
723
1,489
692
3.6619
245,100
NEAR OCEAN
-121.26
38.68
4
3,080
827
1,195
683
2.7477
133,000
INLAND
-120.08
34.62
11
3,478
588
1,693
582
4.6554
272,300
NEAR OCEAN
-118.54
34.22
35
1,664
300
1,000
309
4.6731
224,100
<1H OCEAN
-121.98
37.36
32
1,199
229
814
238
4.6719
252,100
<1H OCEAN
-124.18
40.62
35
952
178
480
179
3.0536
107,000
NEAR OCEAN
-117.31
34.35
9
2,404
390
1,074
359
5.0198
151,900
INLAND
-117.05
32.8
25
1,905
250
865
253
6.4797
249,000
<1H OCEAN
-122.94
38.49
37
3,169
719
777
344
2.7072
117,100
<1H OCEAN
-121.14
37.7
29
1,343
223
751
225
3.2391
187,500
INLAND
-121.35
38.62
28
4,175
796
2,032
830
3.4299
164,000
INLAND
-117.34
34.1
14
11,827
2,445
6,640
2,299
2.4878
103,800
INLAND
-122.01
37.94
18
2,077
298
937
292
6.3809
273,600
NEAR BAY
-120.32
37.91
16
108
18
54
22
4.375
100,000
INLAND
-118.44
34.03
25
2,059
659
1,349
588
3.2396
352,400
<1H OCEAN
-122.24
37.84
52
3,529
574
1,177
555
5.1773
389,500
NEAR BAY
-116.93
32.79
23
5,759
1,258
3,108
1,202
3.0927
140,600
<1H OCEAN
-117.94
34.06
34
1,921
422
1,230
447
3.6648
193,900
<1H OCEAN
-122.42
37.66
36
725
121
335
140
4.125
327,600
NEAR OCEAN
-118.33
33.93
37
4,916
1,134
3,533
1,035
3.2862
152,300
<1H OCEAN
-120.87
38.37
28
3,998
765
1,614
698
2.8125
113,400
INLAND
-121.96
36.98
16
4,907
1,117
2,265
1,048
2.6757
229,200
NEAR OCEAN
-122.32
37.69
48
592
122
340
143
5.966
315,200
NEAR BAY
-118.02
33.73
26
3,711
610
1,902
597
5.5599
234,100
<1H OCEAN
-117.65
34.09
46
1,214
281
701
294
2.7083
116,300
INLAND
-118.01
33.83
24
4,639
1,374
3,093
1,257
2.5577
202,300
<1H OCEAN
-122.01
37.98
25
1,476
336
777
297
3.5179
165,500
NEAR BAY
-118.26
33.96
40
1,475
347
1,222
298
1.5303
95,300
<1H OCEAN
-118.15
33.98
37
1,184
290
1,320
276
2.3
165,600
<1H OCEAN
-119.98
38.92
28
1,408
312
522
221
2.0708
89,600
INLAND
-118.36
34.19
11
2,921
685
1,512
664
4.1445
176,400
<1H OCEAN
-122.12
37.44
33
1,509
303
748
268
4.875
373,400
NEAR BAY
-117.12
32.75
15
2,671
724
1,800
646
2.1394
106,700
NEAR OCEAN
-119.73
34.43
35
2,703
654
1,383
631
4.5278
340,400
NEAR OCEAN
-122.34
40.57
24
1,610
307
748
307
2.6591
82,800
INLAND
-122.08
37.87
26
2,405
564
680
531
2.4896
73,400
NEAR BAY
-122.52
38.53
35
1,227
236
548
207
4.875
336,700
INLAND
-118.13
34.68
28
718
124
347
121
4.025
102,600
INLAND
-122.5
37.51
11
749
137
355
124
8.2364
371,800
NEAR OCEAN
-121.13
36.2
16
1,868
443
1,323
436
2.9559
163,200
<1H OCEAN
-118.53
34.19
32
2,618
692
1,961
633
2.625
192,300
<1H OCEAN