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
-122.29
37.88
52
1,650
395
841
380
3.556
179,300
NEAR BAY
-118.31
33.88
32
2,421
671
1,491
587
3.5644
242,300
<1H OCEAN
-120.26
37.11
33
1,097
254
627
253
1.2794
50,700
INLAND
-122.23
37.8
52
783
184
488
186
1.9375
126,600
NEAR BAY
-117.07
32.77
34
2,245
394
1,849
429
3.5446
185,500
NEAR OCEAN
-118.04
33.87
17
2,358
396
1,387
364
6.299
285,800
<1H OCEAN
-117.96
34.05
32
1,993
388
1,385
380
3.7258
181,900
<1H OCEAN
-120.83
39.02
15
1,117
242
551
229
2.6319
97,700
INLAND
-117.6
34.08
15
2,700
460
1,432
449
4.9063
159,800
INLAND
-117.07
33.02
17
2,863
665
715
467
2.6048
148,200
<1H OCEAN
-120.64
40.41
50
1,741
424
987
383
1.5066
59,300
INLAND
-120.98
37.69
18
3,176
468
1,296
471
5.5684
185,100
INLAND
-117.06
32.77
34
1,730
373
730
350
2.0284
161,800
NEAR OCEAN
-117.88
33.75
10
1,823
590
2,176
548
1.5026
151,800
<1H OCEAN
-121.27
38.13
40
2,402
509
1,197
486
2.1771
98,200
INLAND
-118.08
33.86
17
2,259
383
1,378
386
5.8733
287,000
<1H OCEAN
-118.03
33.94
34
1,748
386
917
378
3.4792
169,000
<1H OCEAN
-120.48
37.3
49
2,919
719
1,956
679
1.5427
88,500
INLAND
-122.04
37.99
32
1,504
279
749
267
3.2
134,500
NEAR BAY
-118.55
34.21
35
2,592
490
1,427
434
5.0623
246,400
<1H OCEAN
-118.31
33.98
44
222
54
234
77
5.1136
111,700
<1H OCEAN
-122.35
37.58
30
5,039
1,564
2,129
1,536
3.3469
345,000
NEAR OCEAN
-121.92
37.26
33
1,306
259
762
237
4.5208
230,700
<1H OCEAN
-118.46
34.42
25
2,988
525
1,884
513
4.7007
169,500
<1H OCEAN
-117.25
32.78
36
1,527
427
710
312
2.7857
291,700
NEAR OCEAN
-122.2
37.79
40
1,060
256
667
235
4.1739
169,600
NEAR BAY
-117.24
33.2
26
1,701
404
989
367
2.5119
171,700
<1H OCEAN
-117.34
33.98
10
17,286
4,952
9,851
4,616
1.7579
103,400
INLAND
-118.16
34.14
27
1,551
254
816
233
8.2435
500,001
<1H OCEAN
-121.92
37.27
33
3,280
569
1,583
559
4.5625
253,500
<1H OCEAN
-121.12
39.2
9
1,431
254
681
221
3.045
170,400
INLAND
-120.68
35.14
34
3,100
617
1,155
542
3.0938
245,900
NEAR OCEAN
-118.16
33.72
29
2,743
708
1,059
651
3.625
500,000
NEAR OCEAN
-122.25
38.17
34
778
137
406
136
4.2955
121,300
NEAR BAY
-117.97
33.76
28
1,386
272
901
294
4.7464
187,500
<1H OCEAN
-118.32
34.18
49
192
41
83
38
3.0179
118,800
<1H OCEAN
-117.31
34.08
40
2,011
495
1,528
469
1.9375
69,900
INLAND
-119.46
35.13
46
2,745
543
1,423
482
2.1955
26,900
INLAND
-123.81
39.34
17
1,981
371
773
325
3.1563
277,000
<1H OCEAN
-118.98
35.36
29
1,244
266
933
227
1.6981
49,400
INLAND
-122.09
37.36
37
1,550
238
805
250
5.0222
500,001
NEAR BAY
-118.22
34.06
52
48
6
41
10
10.2264
112,500
<1H OCEAN
-118.31
34.02
44
1,555
324
931
265
1.4712
105,800
<1H OCEAN
-117.95
33.69
26
1,417
264
817
261
4.875
230,400
<1H OCEAN
-119.1
36.19
17
1,564
396
713
362
1.6186
77,100
INLAND
-117.09
34.01
37
106
18
27
12
4.0556
131,300
INLAND
-119.75
36.73
39
2,290
539
1,685
536
1.6325
52,100
INLAND
-121.3
38.69
13
2,135
429
779
432
3.6995
134,900
INLAND
-118.28
33.74
44
1,853
556
2,090
539
1.8584
248,100
NEAR OCEAN
-117
32.73
17
6,050
1,143
3,424
1,131
3.7647
127,600
<1H OCEAN
-120.93
35.76
11
8,997
1,698
1,825
756
3.23
154,300
<1H OCEAN
-117.18
34.07
14
1,258
245
752
264
3.3924
97,400
INLAND
-118.34
33.98
45
1,298
294
1,064
268
3.7067
136,600
<1H OCEAN
-118.31
33.82
39
2,198
425
1,160
436
4.1406
323,700
<1H OCEAN
-117.02
32.76
15
1,204
326
543
326
1.0278
154,200
<1H OCEAN
-117.08
32.76
27
1,221
254
606
259
3.0833
155,400
NEAR OCEAN
-119.42
35.4
24
2,585
480
1,442
424
2.8452
104,700
INLAND
-122.22
37.44
32
4,281
501
1,318
484
15.0001
500,001
NEAR OCEAN
-122.17
37.77
39
1,612
342
912
322
3.3958
141,900
NEAR BAY
-122.44
37.8
52
3,830
null
1,310
963
3.4801
500,001
NEAR BAY
-121.19
39.05
14
1,131
193
520
178
3.9
180,400
INLAND
-116.96
33.79
21
2,990
691
2,108
660
2.0135
83,000
INLAND
-121.84
37.38
33
835
181
781
169
5.1082
195,800
<1H OCEAN
-117.28
32.84
41
1,420
338
640
314
2.9306
360,300
NEAR OCEAN
-118.16
33.97
30
2,419
715
3,208
719
2.1743
176,000
<1H OCEAN
-122.33
37.89
42
1,342
291
551
266
4.5268
207,400
NEAR BAY
-122.2
37.78
50
1,867
403
1,128
378
2.5401
129,100
NEAR BAY
-118.19
34.14
46
2,387
488
1,181
456
3.6058
257,900
<1H OCEAN
-117.82
33.9
25
1,137
170
524
164
7.5744
259,300
<1H OCEAN
-120.59
37.35
15
3,249
613
1,569
595
3.5393
88,000
INLAND
-122.24
37.75
27
4,051
753
1,499
797
4.8711
286,600
NEAR BAY
-121.39
38.58
41
2,577
365
913
339
6.3406
448,300
INLAND
-122
37.28
32
2,782
495
1,092
455
5.4103
335,900
<1H OCEAN
-122.45
37.77
52
3,939
852
1,737
797
4.5052
500,001
NEAR BAY
-117.72
34.08
34
2,742
491
1,761
496
3.2481
128,800
INLAND
-121.88
37.33
41
395
164
549
184
2.375
175,000
<1H OCEAN
-122.25
40.17
19
3,182
630
1,741
642
1.9727
64,900
INLAND
-117.79
33.75
26
2,893
345
983
326
13.466
500,001
<1H OCEAN
-117.39
34.07
15
1,966
331
1,118
323
3.8558
122,700
INLAND
-118.32
34.09
27
210
98
332
112
2.5556
175,000
<1H OCEAN
-120.48
35.02
17
2,721
477
1,672
492
2.9798
204,800
<1H OCEAN
-121.81
37.99
22
2,331
359
1,086
340
5.1435
150,800
INLAND
-118.09
33.78
26
2,146
298
852
296
6.6137
342,700
<1H OCEAN
-122
37.37
16
1,434
372
804
361
3.7045
178,100
<1H OCEAN
-119.76
36.73
46
1,347
282
854
267
1.8723
52,600
INLAND
-117.96
34.06
31
2,017
462
1,462
457
2.067
167,300
<1H OCEAN
-118.42
33.78
36
2,093
303
802
300
8.0957
500,001
NEAR OCEAN
-117.97
33.84
18
1,063
209
462
223
2.8348
219,000
<1H OCEAN
-119.75
34.4
31
1,997
299
826
301
6.8927
500,001
NEAR OCEAN
-120.76
37.65
25
3,214
682
2,319
640
2.0385
84,300
INLAND
-122.02
38.38
16
808
137
371
145
6.0767
216,400
INLAND
-122.19
37.46
34
5,419
1,183
2,002
1,138
4.1985
500,001
NEAR BAY
-118.29
34
44
1,753
387
1,165
380
2.1354
105,800
<1H OCEAN
-120.43
34.9
27
2,019
354
1,029
346
3.5391
144,700
<1H OCEAN
-118.14
33.84
36
3,002
484
1,322
471
4.933
228,900
<1H OCEAN
-118.01
33.94
36
1,921
329
969
327
4.9191
188,700
<1H OCEAN
-121.97
36.97
15
2,849
668
1,546
582
2.7587
228,600
NEAR OCEAN
-118.17
33.79
32
2,171
672
3,002
648
2.375
139,700
NEAR OCEAN
-121.48
38.59
43
987
240
1,253
237
0.9204
82,100
INLAND
-122.34
37.59
44
1,395
269
736
288
5.6206
386,400
NEAR OCEAN