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
-120.51
41.35
16
2,843
564
892
386
2.5074
69,100
INLAND
-122.32
37.55
46
1,437
266
607
263
4.8068
369,700
NEAR OCEAN
-122.26
37.9
37
2,220
335
903
362
7.8336
371,300
NEAR BAY
-119.68
36.77
21
1,260
182
583
205
6.0132
150,800
INLAND
-118.19
33.97
34
2,700
763
2,815
767
2.4196
178,400
<1H OCEAN
-117.96
33.71
19
1,624
221
782
228
4.5962
304,500
<1H OCEAN
-117.1
33
5
15,502
2,613
7,417
2,358
5.9094
261,100
<1H OCEAN
-118.19
34.03
31
525
136
627
145
2.6964
125,000
<1H OCEAN
-120.22
39.2
22
8,259
1,409
845
353
3.3699
244,000
INLAND
-118.42
34.16
28
4,664
1,040
1,963
961
3.9028
367,900
<1H OCEAN
-122.1
40.03
25
2,516
null
1,266
494
1.7566
58,400
INLAND
-122.87
38.62
18
2,721
557
1,667
539
3.1875
176,100
<1H OCEAN
-119.85
36.83
15
2,563
335
1,080
356
6.7181
160,300
INLAND
-119.79
36.79
26
1,700
423
909
386
2.256
64,500
INLAND
-121.3
37.97
52
2,259
417
766
385
2.2981
105,400
INLAND
-118.28
34.04
24
1,283
545
1,932
516
1.2969
160,200
<1H OCEAN
-118.33
33.98
30
3,112
931
2,739
841
1.6531
118,500
<1H OCEAN
-117.26
34.13
39
3,521
747
2,256
721
2.1375
87,500
INLAND
-117.26
33.19
2
2,629
509
1,044
522
4.2361
158,500
NEAR OCEAN
-117.95
33.89
17
1,665
247
755
254
6.5764
349,000
<1H OCEAN
-117.1
32.83
16
1,049
154
467
160
6.2047
248,100
<1H OCEAN
-119.12
35.33
4
8,574
1,489
4,250
1,444
5.1036
103,400
INLAND
-118.23
34
35
167
60
267
55
1.5227
350,000
<1H OCEAN
-118.2
34.03
52
1,754
452
1,849
445
2.3716
122,800
<1H OCEAN
-119.97
38.93
24
856
185
388
108
3.1806
107,200
INLAND
-118.3
34.09
36
2,332
993
3,155
927
2.2612
230,400
<1H OCEAN
-121.96
37.34
42
2,001
402
942
375
4.4453
255,400
<1H OCEAN
-122.66
38.47
20
2,806
477
1,369
460
4.75
190,500
<1H OCEAN
-121.8
38.01
44
3,184
581
1,399
548
2.7234
110,200
INLAND
-121.92
37.48
23
4,314
676
1,972
623
5.3813
264,400
<1H OCEAN
-117.16
33.73
10
2,381
454
1,323
477
2.6322
140,700
INLAND
-117.69
33.64
18
3,783
654
1,843
623
5.7559
215,800
<1H OCEAN
-118.1
34.02
33
1,143
172
508
174
4.9107
279,900
<1H OCEAN
-122.35
37.93
39
2,002
416
1,166
395
1.7257
91,500
NEAR BAY
-118.27
33.91
32
2,238
471
1,292
467
1.1705
110,600
<1H OCEAN
-117.98
33.82
34
1,038
175
578
174
4.9219
200,000
<1H OCEAN
-121.31
38.66
27
1,713
282
761
295
5.2081
136,400
INLAND
-122.19
37.47
44
1,371
263
589
301
4.8068
312,300
NEAR BAY
-121.66
36.7
33
3,252
630
2,010
641
3.4222
158,100
<1H OCEAN
-119.16
34.17
17
7,982
1,603
6,437
1,596
4.1279
223,900
NEAR OCEAN
-124.07
40.87
31
334
134
780
130
0.7684
153,100
NEAR OCEAN
-122.16
37.76
46
1,827
307
881
302
4.6696
164,300
NEAR BAY
-118.24
34.16
52
850
162
493
160
6.9408
298,800
<1H OCEAN
-122.05
37.9
24
4,125
1,020
1,699
873
2.9526
271,000
NEAR BAY
-121.3
37.85
35
1,034
206
604
192
2.2391
120,000
INLAND
-121.01
37.74
14
2,368
297
796
301
8.7783
435,000
INLAND
-114.66
32.74
17
1,388
386
775
320
1.2049
44,000
INLAND
-117.68
34.08
28
2,459
492
1,230
498
3.0978
137,200
INLAND
-116.98
34.07
21
739
125
199
82
4.8958
117,500
INLAND
-118.2
33.99
31
1,186
387
2,087
409
1.9132
154,600
<1H OCEAN
-121.83
37.32
26
1,125
210
943
214
4.825
181,000
<1H OCEAN
-118.3
33.88
30
1,348
333
885
322
3.2574
195,300
<1H OCEAN
-118.19
33.99
37
2,073
614
2,544
598
2.9054
156,300
<1H OCEAN
-118.31
33.99
48
2,235
433
1,363
433
1.6559
101,400
<1H OCEAN
-117.11
32.9
16
2,043
388
705
352
4.4766
161,500
<1H OCEAN
-118.64
34.25
47
1,315
290
581
268
5.4024
253,000
<1H OCEAN
-117.34
34.13
29
331
85
341
107
0.7069
70,300
INLAND
-118.08
34
32
1,165
358
997
361
0.9817
166,300
<1H OCEAN
-118.37
34.04
43
888
170
514
161
3.1827
202,800
<1H OCEAN
-117.7
33.47
21
2,208
534
1,423
482
3.5915
305,600
<1H OCEAN
-120.69
35.34
16
164
30
542
32
1.6563
42,500
NEAR OCEAN
-122.27
37.24
30
2,762
593
1,581
502
5.1002
319,400
NEAR OCEAN
-115.52
32.98
32
1,615
382
1,307
345
1.4583
58,600
INLAND
-124.09
40.88
50
921
187
420
187
2.2188
105,800
NEAR OCEAN
-122.16
37.45
19
2,207
810
1,304
775
2.1406
402,500
NEAR BAY
-118.5
34.2
18
4,249
933
2,047
909
4.1304
229,100
<1H OCEAN
-122.1
37.93
20
10,212
1,424
4,083
1,374
8.039
382,200
NEAR BAY
-121.49
38.49
26
4,629
832
2,902
816
2.735
74,600
INLAND
-121.79
37.67
26
2,163
339
947
346
6.0797
211,000
INLAND
-118.16
34.01
40
1,552
null
1,919
427
2.2596
137,500
<1H OCEAN
-119.68
36.32
28
1,325
276
873
240
2.5833
54,400
INLAND
-118.1
34.1
41
1,379
315
1,249
309
2.6553
183,100
<1H OCEAN
-117.9
33.69
13
9,947
1,675
4,071
1,582
5.422
316,600
<1H OCEAN
-116.56
33.83
36
1,765
399
451
264
2.6083
321,900
INLAND
-117.22
33.22
15
1,430
343
704
322
1.9571
162,500
<1H OCEAN
-118.02
33.77
7
586
118
232
107
5.2077
181,300
<1H OCEAN
-122.01
37.27
28
3,825
473
1,415
480
10.675
500,001
<1H OCEAN
-117.92
33.83
36
1,072
193
639
196
5.0275
179,300
<1H OCEAN
-117.93
34.08
36
1,788
317
1,139
320
4.125
185,800
<1H OCEAN
-121.3
38.67
23
2,145
340
1,022
349
4.2037
125,400
INLAND
-120.87
37.5
7
4,966
985
2,431
904
3.1042
122,500
INLAND
-120.99
37.66
30
1,718
395
914
400
1.933
107,000
INLAND
-118.6
34.02
36
2,043
467
606
326
8.4331
500,001
NEAR OCEAN
-122.33
37.94
42
1,695
345
719
334
3.9417
139,100
NEAR BAY
-118.43
34.03
39
1,733
429
855
387
3.2308
340,800
<1H OCEAN
-123.5
39.67
22
2,124
450
1,122
446
2.1793
71,500
INLAND
-117.14
32.7
40
1,227
330
1,199
316
1.2188
92,500
NEAR OCEAN
-118.35
33.9
31
981
222
734
239
4.875
232,400
<1H OCEAN
-118.61
34.21
33
2,609
431
1,208
406
5.4527
227,100
<1H OCEAN
-121.9
37.35
52
1,034
239
531
223
2.7411
227,100
<1H OCEAN
-119.72
36.8
23
2,128
442
1,047
450
2.625
71,500
INLAND
-122.26
38.15
16
3,921
727
2,830
680
4.5053
123,700
NEAR BAY
-120.97
37.69
14
5,514
909
2,819
970
3.8598
174,400
INLAND
-121.84
37.18
6
9,176
1,201
3,637
1,138
8.3837
473,400
<1H OCEAN
-118.46
34.17
24
2,814
675
1,463
620
4.1875
309,300
<1H OCEAN
-118.32
34.03
35
3,189
935
2,221
801
2.1046
114,000
<1H OCEAN
-117.08
32.65
17
2,633
712
1,487
694
2.5392
147,000
NEAR OCEAN
-118.26
33.92
42
3,320
682
2,105
632
1.9809
104,600
<1H OCEAN
-122.27
37.85
47
2,077
400
719
326
2.2431
172,700
NEAR BAY
-121.03
37.32
42
2,905
561
1,457
551
2.2566
82,100
INLAND