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
-118.1
34.14
45
3,066
659
1,287
625
3.5804
324,400
<1H OCEAN
-117.64
34.04
21
1,801
507
2,556
484
2.4716
102,500
INLAND
-117.88
34.12
34
912
165
522
150
4.0417
178,000
<1H OCEAN
-122.06
37.32
30
3,033
540
1,440
507
6.2182
380,800
<1H OCEAN
-119.85
34.44
28
1,765
301
1,173
297
6.0256
276,800
NEAR OCEAN
-121.93
37.04
36
1,522
230
677
206
5.8642
363,500
<1H OCEAN
-117.65
33.46
19
7,034
1,139
2,824
1,068
6.0873
277,300
<1H OCEAN
-117.26
34.15
33
2,271
389
1,100
380
3.5978
88,300
INLAND
-120.43
34.86
17
3,172
506
1,538
473
4.3125
168,100
<1H OCEAN
-118.09
34.11
36
2,966
527
1,231
482
4.6442
316,800
<1H OCEAN
-122.04
37.63
33
952
172
369
159
3.2331
226,700
NEAR BAY
-117.13
32.9
15
2,785
644
1,798
630
3.7156
175,200
<1H OCEAN
-118.01
34.15
52
2,234
472
986
439
3.9125
265,500
INLAND
-118.84
34.15
17
3,785
494
1,527
507
8.4443
358,500
<1H OCEAN
-121.06
38.88
17
7,635
1,284
3,096
1,227
4.2917
184,300
INLAND
-121.89
37.29
36
2,959
529
1,125
520
4.2614
268,800
<1H OCEAN
-117.49
33.64
3
8,874
1,302
3,191
1,027
6.8588
302,000
<1H OCEAN
-116.29
33.72
5
3,584
760
1,097
470
3.1771
167,400
INLAND
-117.25
32.8
32
1,601
468
731
429
2.5568
258,300
NEAR OCEAN
-117.15
32.91
14
1,259
238
889
247
4.9464
174,800
<1H OCEAN
-121.88
39.74
12
14,631
3,298
7,517
3,262
1.6785
153,100
INLAND
-118.14
33.97
31
2,064
612
2,461
573
2.0524
160,800
<1H OCEAN
-115.49
32.67
24
1,266
275
1,083
298
1.4828
73,100
INLAND
-117.89
34.12
35
1,470
241
885
246
4.9239
168,800
<1H OCEAN
-122.18
37.8
23
2,317
336
955
328
6.7527
285,800
NEAR BAY
-117.3
34.12
34
1,127
275
971
249
2.0583
64,800
INLAND
-121.91
37.26
32
3,983
876
1,989
794
3.5625
255,200
<1H OCEAN
-118.47
34.15
7
6,306
1,473
2,381
1,299
4.642
457,300
<1H OCEAN
-118.2
34.14
51
1,941
378
1,012
371
3.9375
217,000
<1H OCEAN
-118.4
34.16
34
2,638
580
1,150
551
4.2989
364,700
<1H OCEAN
-117.1
32.57
14
5,058
1,299
3,662
1,193
2.3253
133,700
NEAR OCEAN
-122.88
38.46
25
1,563
314
737
305
2.5687
249,200
<1H OCEAN
-117.96
33.89
24
1,332
252
625
230
4.4375
334,100
<1H OCEAN
-121.82
36.95
16
2,599
430
1,417
445
4.6611
349,300
<1H OCEAN
-117.73
34.1
37
3,457
null
1,344
530
5.8891
226,000
INLAND
-117.35
34.16
36
1,717
348
1,054
279
2.4444
73,400
INLAND
-119.61
36.31
25
1,847
371
1,460
353
1.8839
46,300
INLAND
-122.47
37.79
52
437
105
194
87
2.8125
500,001
NEAR BAY
-121
37.67
27
2,278
479
995
449
2.5148
110,200
INLAND
-120.65
35.32
20
626
212
3,574
261
1.0298
300,000
NEAR OCEAN
-119.97
36.57
17
1,497
308
1,425
247
2.0313
69,400
INLAND
-117.13
32.72
9
2,436
720
1,780
653
1.8299
137,500
NEAR OCEAN
-122.04
37
52
3,365
644
796
333
2.9712
116,600
NEAR OCEAN
-117.87
34.08
33
4,518
716
2,037
764
5.6015
267,200
<1H OCEAN
-117.96
33.68
18
2,594
539
817
485
2.3674
219,200
<1H OCEAN
-116.22
33.74
26
4,120
858
2,918
815
3.3107
69,400
INLAND
-118.24
33.93
32
1,063
282
992
253
0.8984
88,700
<1H OCEAN
-117.38
33.21
31
1,502
367
1,514
342
2.6442
103,300
NEAR OCEAN
-122.48
37.75
52
2,074
401
1,136
409
4.7703
331,000
NEAR BAY
-117.91
34.02
17
5,973
1,384
4,349
1,229
3.2799
199,300
<1H OCEAN
-122.52
38.27
18
2,405
390
872
367
5.2155
248,300
<1H OCEAN
-119.8
34.44
27
2,674
419
1,176
416
5.0294
280,200
NEAR OCEAN
-122.42
37.76
52
4,001
1,084
2,129
1,037
3.5052
391,200
NEAR BAY
-122.47
37.79
52
2,383
477
990
464
3.9688
483,300
NEAR BAY
-121.28
38.6
25
1,122
198
564
213
3.1654
111,600
INLAND
-121.35
38.04
12
6,217
1,019
3,771
961
3.7206
146,000
INLAND
-118.25
34.16
24
5,131
1,436
2,690
1,371
2.5668
280,000
<1H OCEAN
-118.45
34.26
35
1,724
311
992
315
4.8359
195,600
<1H OCEAN
-117.73
33.49
17
2,168
290
654
279
9.8321
500,001
<1H OCEAN
-117.5
34.12
2
11,965
1,802
4,436
1,296
5.285
191,700
INLAND
-117.01
32.67
17
2,319
348
1,125
337
5.551
266,900
NEAR OCEAN
-117.61
34.01
25
352
41
99
34
3.9696
500,000
INLAND
-116.92
32.81
23
2,668
528
1,510
524
3.3669
158,900
<1H OCEAN
-122.1
37.4
19
1,085
288
1,009
305
3.9091
276,000
NEAR BAY
-118.28
34.06
14
1,787
853
2,251
763
1.1642
400,000
<1H OCEAN
-122
38.25
7
11,768
1,893
6,657
1,874
4.9222
142,900
INLAND
-117.97
34.15
33
2,474
472
1,268
437
6.4576
500,001
INLAND
-122.3
37.52
38
2,769
387
994
395
5.5902
417,000
NEAR OCEAN
-118.86
34.07
16
1,409
244
970
172
8.0144
500,001
NEAR OCEAN
-122.46
37.72
47
1,723
389
1,216
399
3.3208
238,600
NEAR OCEAN
-118.17
33.77
36
2,933
881
2,077
838
2.2538
181,300
NEAR OCEAN
-116.57
34
20
260
67
69
50
3.5208
76,600
INLAND
-122.41
37.79
52
1,436
738
1,688
662
1.5156
237,500
NEAR BAY
-117.98
33.94
36
4,297
717
2,038
700
5.2851
258,800
<1H OCEAN
-122.04
37.97
21
6,445
1,839
3,621
1,735
2.5841
112,500
NEAR BAY
-119.8
36.02
20
156
39
171
37
3.05
225,000
INLAND
-118.43
34.03
45
1,740
311
788
306
5.2099
373,600
<1H OCEAN
-118.97
35.38
35
1,673
426
1,041
413
1.375
57,500
INLAND
-118.1
34.08
24
4,510
1,296
3,985
1,240
2.6884
204,600
<1H OCEAN
-122.75
38.43
36
1,599
345
1,086
314
2.6667
149,100
<1H OCEAN
-122.1
37.68
37
1,352
342
691
324
3.4032
196,900
NEAR BAY
-117.16
32.73
52
1,218
471
821
429
1.9597
200,000
NEAR OCEAN
-118.2
34.04
18
796
227
547
218
1.0333
135,400
<1H OCEAN
-117.49
33.91
17
5,364
1,020
3,754
936
3.2857
139,100
INLAND
-119.35
36.22
29
2,051
351
915
343
3.1944
106,800
INLAND
-122.14
38.03
42
118
34
54
30
2.5795
225,000
NEAR BAY
-120.24
37.96
34
1,747
395
935
362
1.625
79,400
INLAND
-122.66
38.2
39
2,889
517
1,351
489
4.3056
251,300
<1H OCEAN
-120.75
37.37
32
1,656
317
1,037
286
2.4964
88,800
INLAND
-118.08
33.76
26
1,967
577
692
538
1.6111
54,300
<1H OCEAN
-117.33
33.23
15
1,905
416
1,258
388
3.33
127,900
NEAR OCEAN
-117.95
33.7
17
5,781
924
2,585
915
5.343
231,900
<1H OCEAN
-122.19
37.79
28
3,144
761
1,737
669
2.9297
140,500
NEAR BAY
-118.22
33.96
36
1,542
458
1,711
468
1.9028
164,200
<1H OCEAN
-122.33
40.47
30
2,502
523
1,296
481
2.125
66,100
INLAND
-117.09
32.75
30
1,899
546
1,620
493
1.6034
84,400
NEAR OCEAN
-117.07
33.12
32
2,474
499
1,224
461
2.7216
146,300
<1H OCEAN
-119.42
36.35
20
1,469
303
1,031
259
1.6645
48,000
INLAND
-118.33
34.08
52
1,777
454
671
439
3.5083
500,001
<1H OCEAN
-117.27
33.55
4
6,112
890
2,088
712
5.5351
429,000
<1H OCEAN