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
-118.07
34.09
40
1,745
370
1,293
357
2.5474
198,100
<1H OCEAN
-122.23
37.49
11
840
329
1,338
345
2.3333
241,700
NEAR OCEAN
-118.35
33.86
28
2,075
463
1,216
446
3.9732
281,500
<1H OCEAN
-118.01
33.77
33
1,387
238
890
264
5.422
204,100
<1H OCEAN
-118.07
34.1
28
676
177
543
185
3.2361
187,500
<1H OCEAN
-122.44
37.8
52
3,161
472
842
410
7.9761
500,001
NEAR BAY
-121.93
37.05
14
679
108
306
113
6.4214
340,600
<1H OCEAN
-118.52
34.23
35
1,471
210
735
219
8.3841
472,200
<1H OCEAN
-122.02
37.55
33
1,325
274
909
267
4.5687
177,200
NEAR BAY
-118.04
34.17
52
1,885
401
764
373
4.0385
265,700
INLAND
-117.76
34.04
36
2,242
448
2,052
447
3.4464
113,000
INLAND
-122.14
37.38
26
2,859
343
951
336
10.4277
500,001
NEAR BAY
-122.65
38.23
52
1,923
393
910
345
3.45
200,600
<1H OCEAN
-117.09
33.15
13
3,958
865
1,981
840
3.4764
137,500
<1H OCEAN
-117.25
32.96
18
4,773
743
1,970
716
6.6199
406,200
NEAR OCEAN
-118.51
34.22
36
1,952
387
1,156
392
4.185
209,200
<1H OCEAN
-117.66
34.1
26
1,855
553
1,109
536
2.2429
150,000
INLAND
-117.64
33.88
13
8,010
1,366
3,920
1,309
5.536
204,800
<1H OCEAN
-122.53
37.97
44
3,595
953
1,831
910
2.6036
287,500
NEAR BAY
-122.08
37.72
32
2,476
368
1,048
367
5.6194
274,700
NEAR BAY
-117.65
34.02
9
2,107
411
1,138
389
4.4042
159,100
INLAND
-122.05
37.96
35
2,190
384
1,154
401
3.8456
159,800
NEAR BAY
-118.35
33.97
25
1,864
616
1,710
575
2.2303
159,400
<1H OCEAN
-119.47
36.69
19
3,351
589
1,578
542
3.2917
160,100
INLAND
-119.11
35.39
22
984
176
451
170
3.25
88,900
INLAND
-117.91
34.1
35
2,746
478
1,779
501
4.25
166,700
<1H OCEAN
-117.35
33.99
45
131
28
89
31
2.6071
112,500
INLAND
-117.81
33.67
8
2,098
342
908
329
7.7589
342,900
<1H OCEAN
-116.18
33.69
17
89
19
79
21
2.375
155,000
INLAND
-119.24
34.28
41
1,280
240
608
252
4.4038
229,100
NEAR OCEAN
-122.48
37.93
16
2,947
802
1,385
743
3.6731
318,000
NEAR BAY
-121.72
37.7
17
1,671
352
729
252
6.1023
450,000
INLAND
-116.96
33.74
19
3,649
755
1,717
696
2.2115
87,600
INLAND
-117.87
34.02
16
3,552
575
2,120
573
6.4333
271,500
<1H OCEAN
-121.45
38.56
52
3,170
476
1,027
457
4.63
233,800
INLAND
-119.77
36.78
40
1,411
284
609
296
1.9375
67,700
INLAND
-117.83
33.79
25
2,070
513
1,078
460
2.9312
220,100
<1H OCEAN
-121.38
38.67
38
1,001
228
597
226
2.2788
73,400
INLAND
-116.84
33.08
15
2,755
519
1,474
460
4.0408
225,900
<1H OCEAN
-117.11
32.79
16
1,791
518
1,006
491
3.5179
129,300
NEAR OCEAN
-118.38
34.08
25
4,625
1,307
1,739
1,191
3.3989
485,000
<1H OCEAN
-122.68
38.4
32
2,826
627
1,767
628
3.1047
141,400
<1H OCEAN
-121.86
37.21
23
2,552
305
916
316
9.1974
500,001
<1H OCEAN
-117.23
32.86
16
1,675
354
604
332
5.2326
188,300
NEAR OCEAN
-116.48
33.8
15
3,004
615
437
210
3.6667
90,000
INLAND
-117.89
33.92
8
2,120
544
1,281
470
3.4954
159,500
<1H OCEAN
-118.03
34.16
39
2,731
366
1,034
338
9.8098
500,001
INLAND
-121.98
38.39
3
9,488
1,417
4,095
1,335
5.1781
191,900
INLAND
-123.15
39.74
23
608
143
281
108
2.9306
70,000
INLAND
-117.16
32.81
35
1,213
200
532
181
3.6806
172,400
NEAR OCEAN
-120.39
38
33
2,177
404
891
383
3.212
105,200
INLAND
-117.16
34.06
33
2,101
468
1,997
412
2.8125
117,200
INLAND
-120.19
36.6
25
875
214
931
214
1.5536
58,300
INLAND
-118.1
34.06
31
2,852
740
3,100
725
2.9524
178,800
<1H OCEAN
-118.16
33.91
41
1,806
408
1,146
374
2.9643
162,200
<1H OCEAN
-118.41
34.02
19
4,702
1,472
2,636
1,334
3.3955
225,000
<1H OCEAN
-121.54
38.54
36
1,672
302
969
337
3.0536
73,100
INLAND
-120.1
39.19
17
1,480
241
202
80
3.9375
213,200
INLAND
-118.27
34.16
52
830
183
479
179
3.1397
253,700
<1H OCEAN
-122.05
37.68
23
7,518
1,279
3,827
1,294
5.1701
216,800
NEAR BAY
-118.39
33.97
46
2,198
352
839
335
6.5778
350,800
<1H OCEAN
-118.48
34.16
30
3,507
536
1,427
525
6.7082
500,001
<1H OCEAN
-122.7
38.34
19
2,987
676
1,782
688
2.8261
154,500
<1H OCEAN
-117.8
33.76
27
2,655
345
1,017
335
6.9014
366,800
<1H OCEAN
-118.47
34.06
45
1,271
190
419
171
7.6447
500,001
<1H OCEAN
-121.29
38.76
12
1,198
174
443
170
6.0097
187,500
INLAND
-117.16
32.74
49
1,815
495
601
410
3.0571
418,800
NEAR OCEAN
-122.1
37.64
28
1,784
311
735
278
4.6635
206,700
NEAR BAY
-122.16
37.45
52
1,135
219
441
200
7.5418
492,000
NEAR BAY
-117.89
33.8
38
51
12
41
10
6.0224
187,500
<1H OCEAN
-118.56
34.2
35
2,273
null
1,431
403
4.0789
196,700
<1H OCEAN
-118.4
33.92
32
2,828
629
1,313
534
4.5987
363,800
<1H OCEAN
-118.29
34.09
29
2,240
792
2,254
739
2.3317
172,500
<1H OCEAN
-118.39
34.09
41
730
126
230
125
4.3214
500,001
<1H OCEAN
-118.27
33.8
38
1,446
327
980
319
3.35
177,700
<1H OCEAN
-119.06
34.36
52
1,409
359
981
304
2.7951
199,300
<1H OCEAN
-118.97
37.64
13
1,907
544
575
234
3.0685
162,500
INLAND
-117.08
33.12
37
1,060
268
823
229
1.8363
145,500
<1H OCEAN
-122.22
37.79
37
2,343
574
1,608
523
2.1494
132,500
NEAR BAY
-117.84
33.8
34
2,004
331
843
328
3.59
230,600
<1H OCEAN
-117.86
33.74
32
691
151
926
148
4.125
175,900
<1H OCEAN
-117.17
32.69
40
2,236
331
767
316
5.3177
500,001
NEAR OCEAN
-118.3
33.74
23
3,075
860
1,584
806
2.9386
260,500
NEAR OCEAN
-121.95
37.32
33
726
168
351
147
3.1458
270,500
<1H OCEAN
-118.23
33.91
33
677
182
984
174
2.5893
88,900
<1H OCEAN
-117.05
33.52
5
3,471
530
1,541
502
4.8083
347,700
<1H OCEAN
-118.16
34.09
36
3,334
920
2,881
800
2.1696
170,800
<1H OCEAN
-118.12
34.15
22
1,671
480
1,005
443
3.0119
171,400
<1H OCEAN
-117.13
32.74
50
1,527
338
728
322
2.625
203,200
NEAR OCEAN
-118.79
34.27
27
1,146
189
595
197
4.5833
198,500
<1H OCEAN
-117.06
32.71
21
1,864
388
1,498
389
3.8194
125,700
NEAR OCEAN
-118.38
34.21
38
1,363
395
1,798
405
2.3182
171,200
<1H OCEAN
-118.31
34.05
35
2,007
571
1,513
554
2.1162
229,200
<1H OCEAN
-117.1
32.83
16
4,214
744
1,820
699
4.3783
179,500
<1H OCEAN
-116.98
32.86
16
7,718
1,423
4,383
1,394
4.0693
146,400
<1H OCEAN
-122.32
38.33
17
851
118
370
123
5.0877
209,300
NEAR BAY
-118.39
34.22
35
1,790
334
1,277
345
5.0818
186,800
<1H OCEAN
-122.46
37.78
52
2,051
552
1,400
510
3.2396
375,000
NEAR BAY
-118.25
33.94
43
793
null
736
231
0.8527
90,400
<1H OCEAN
-122.21
37.78
43
1,702
460
1,227
407
1.7188
126,800
NEAR BAY