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
-117.78
34.07
18
3,610
772
2,899
765
3.9784
113,500
INLAND
-121.82
38.46
10
6,331
1,181
3,419
1,110
3.7083
154,800
INLAND
-122.26
37.88
52
2,551
417
894
404
6.2425
391,800
NEAR BAY
-121.2
37.8
37
311
61
171
54
4.0972
101,800
INLAND
-118.54
34.17
34
2,458
433
1,034
373
5.6738
443,600
<1H OCEAN
-117.99
33.79
33
2,064
324
1,384
315
4.5263
169,000
<1H OCEAN
-118.33
33.86
38
914
176
519
174
6.0335
255,400
<1H OCEAN
-117.02
32.66
19
771
null
376
108
6.6272
273,600
NEAR OCEAN
-122.7
38.36
11
5,817
878
2,538
876
4.221
227,100
<1H OCEAN
-117.92
33.88
32
1,632
244
575
235
5.3986
318,700
<1H OCEAN
-119.2
34.25
18
3,208
643
1,973
614
3.8162
235,000
NEAR OCEAN
-118.1
33.74
32
2,035
null
934
512
4.2287
500,001
NEAR OCEAN
-117.87
33.86
28
2,292
531
2,197
509
3.4856
142,800
<1H OCEAN
-124.16
40.8
52
2,167
480
908
451
1.6111
74,700
NEAR OCEAN
-121.05
37.62
37
1,043
196
555
197
3.4125
125,000
INLAND
-122.04
37.67
29
1,694
251
690
242
6.0501
254,200
NEAR BAY
-122.27
37.9
52
2,079
273
684
275
7.9556
374,400
NEAR BAY
-121.96
37.84
29
7,479
977
2,744
943
7.5139
398,200
INLAND
-117.77
33.54
28
3,404
497
1,134
466
7.2217
500,001
<1H OCEAN
-119.82
36.83
14
2,982
412
1,408
423
5.3241
123,000
INLAND
-121.43
37.74
52
876
170
426
179
3.0865
119,800
INLAND
-120.37
36.13
10
2,522
533
1,335
493
3.2639
86,400
INLAND
-117.88
33.64
16
3,615
570
1,209
559
8.5574
392,200
<1H OCEAN
-117.96
33.68
26
1,374
234
731
244
6.0905
224,800
<1H OCEAN
-120
38.92
26
529
116
191
83
3.5
103,600
INLAND
-117.64
33.64
11
2,422
429
810
395
6.1935
293,200
<1H OCEAN
-118
33.76
29
1,982
503
1,426
502
3.0263
194,200
<1H OCEAN
-118.31
34.06
31
2,827
1,084
3,107
993
2.0278
360,000
<1H OCEAN
-122.07
37.71
36
2,879
480
1,235
455
4.9801
241,500
NEAR BAY
-117.1
32.64
29
1,578
460
1,236
461
2.5658
134,700
NEAR OCEAN
-118.12
33.99
27
2,316
559
2,012
544
2.8155
176,800
<1H OCEAN
-122.03
37.37
30
1,269
290
556
266
3.8125
325,000
<1H OCEAN
-118.29
33.94
38
2,407
630
1,774
562
1.5615
108,600
<1H OCEAN
-117.27
34.16
32
2,894
427
1,151
446
6.2236
159,700
INLAND
-118.3
33.97
50
2,270
451
1,000
412
2.1221
119,400
<1H OCEAN
-118.44
34.21
41
1,440
325
1,014
322
2.875
168,600
<1H OCEAN
-120.98
37.71
22
434
89
195
86
2.4211
268,800
INLAND
-122.25
40.6
16
2,753
494
1,414
459
3.8323
128,300
INLAND
-118.44
34.25
35
1,583
324
1,481
351
3.7
176,000
<1H OCEAN
-122.23
37.82
52
3,242
366
1,001
352
12.2138
500,001
NEAR BAY
-118.44
34.29
32
1,260
382
1,434
342
2.0286
122,900
<1H OCEAN
-117.73
33.61
16
590
130
178
121
4.8611
186,800
<1H OCEAN
-119.85
36.8
14
4,177
914
2,300
867
2.9565
73,000
INLAND
-117.17
34.51
15
5,151
942
2,896
897
3.4875
90,800
INLAND
-117.92
33.63
39
1,469
226
553
225
7.8496
490,800
<1H OCEAN
-117.88
33.74
16
1,444
446
2,329
441
3.1691
159,400
<1H OCEAN
-117.95
33.92
32
1,661
312
1,201
302
4
178,200
<1H OCEAN
-119.55
36.51
46
55
11
26
5
4.125
67,500
INLAND
-120.92
37.6
12
4,485
805
2,445
832
3.7611
123,100
INLAND
-122.28
37.88
52
1,193
200
506
207
4.1912
254,500
NEAR BAY
-116.01
33.41
20
1,996
515
659
295
2.8684
62,800
INLAND
-121.78
37.69
35
2,853
588
1,761
572
4.3533
168,400
INLAND
-118.44
34.28
32
527
146
582
143
1.7708
138,800
<1H OCEAN
-119.53
36.55
34
2,065
343
1,041
313
3.2917
111,500
INLAND
-121.91
36.61
30
2,755
597
1,519
554
3.2952
234,600
NEAR OCEAN
-118.26
33.95
44
1,513
369
1,088
344
1.2969
94,400
<1H OCEAN
-117.85
33.84
26
2,095
280
793
261
6.6719
271,700
<1H OCEAN
-117.88
33.66
26
6,017
1,244
2,673
1,135
3.5426
295,400
<1H OCEAN
-120.03
38.19
26
7,005
1,358
416
189
2.125
132,500
INLAND
-118.06
34.13
40
4,307
918
1,769
845
3.6341
391,500
INLAND
-118.32
34.08
52
1,137
304
754
297
3.37
330,300
<1H OCEAN
-116.71
33.94
12
549
109
209
90
3.0208
66,300
INLAND
-117.12
32.58
34
2,003
466
1,226
443
3.0613
136,700
NEAR OCEAN
-118.04
33.98
28
1,617
507
1,158
486
1.9688
165,600
<1H OCEAN
-122.5
37.78
50
1,922
427
1,049
443
3.5833
348,500
NEAR BAY
-121.18
38.73
16
1,584
264
613
226
6.0302
273,100
INLAND
-120.56
38.39
20
1,326
307
563
237
2.6667
86,600
INLAND
-118.21
34.02
43
1,811
513
2,123
487
1.3615
133,300
<1H OCEAN
-117.78
33.81
23
1,986
278
826
260
7.7752
380,000
<1H OCEAN
-122.02
36.97
29
2,568
747
1,743
659
1.9286
195,300
NEAR OCEAN
-121.42
36.86
41
440
106
389
94
2.6818
225,000
INLAND
-118.21
34.07
47
1,346
383
1,452
371
1.7292
191,700
<1H OCEAN
-118
33.82
24
3,002
644
1,495
634
3.1087
202,800
<1H OCEAN
-115.55
32.8
23
666
142
580
160
2.1136
61,000
INLAND
-118.49
34.22
30
1,756
314
899
288
5.0325
238,200
<1H OCEAN
-121.96
37.35
37
1,755
325
699
321
3.925
251,300
<1H OCEAN
-122.5
37.77
52
2,739
569
1,312
531
3.5833
322,900
NEAR BAY
-121.89
37.69
4
6,159
1,510
2,649
1,241
3.62
139,300
<1H OCEAN
-119.76
36.75
35
1,607
383
1,407
382
2.19
53,400
INLAND
-119.73
36.72
15
2,246
456
1,190
403
2.0294
70,400
INLAND
-122.34
37.97
19
2,237
580
1,438
551
2.3382
120,700
NEAR BAY
-122.27
41.23
40
1,958
386
725
331
2.1898
65,500
INLAND
-117.93
33.77
36
3,157
582
1,842
561
4.5833
190,700
<1H OCEAN
-117.21
34.08
5
5,749
1,385
2,382
1,088
3.0587
143,100
INLAND
-120.85
37.77
10
423
110
295
94
1.3583
85,200
INLAND
-119.09
36.42
15
1,517
361
1,275
343
1.5875
55,800
INLAND
-118.72
34.28
17
3,051
null
1,705
495
5.7376
218,600
<1H OCEAN
-119.5
36.62
34
1,440
267
1,018
265
2.2206
63,400
INLAND
-122.29
37.41
30
6,373
854
2,149
798
10.6868
500,001
NEAR OCEAN
-122.14
37.72
45
1,397
253
555
248
2.983
202,700
NEAR BAY
-118.18
34.17
43
4,269
591
1,467
582
9.0702
500,001
<1H OCEAN
-121.91
36.62
40
1,292
271
504
230
2.475
258,300
<1H OCEAN
-119.77
36.76
43
1,623
294
781
272
1.869
56,000
INLAND
-118.93
35.44
13
1,439
237
557
227
6.1563
204,200
INLAND
-121.92
36.63
40
1,076
193
406
180
3.4943
311,100
<1H OCEAN
-118.2
34.21
42
1,493
237
665
224
6.7571
443,900
<1H OCEAN
-119.76
36.83
22
2,803
438
1,234
457
4.5179
99,600
INLAND
-122.25
37.79
50
629
188
742
196
2.6458
125,000
NEAR BAY
-118.15
34.07
44
1,626
383
1,063
334
2.4348
220,700
<1H OCEAN
-121.38
38.4
15
4,155
637
1,722
616
4.8831
154,400
INLAND