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
-117.46
34.06
24
2,831
478
1,582
435
4.3397
195,600
INLAND
-117.34
34.08
35
1,380
248
730
264
3.2305
93,700
INLAND
-121.96
37.51
22
5,811
1,125
3,215
1,086
4.4107
223,500
<1H OCEAN
-122.22
37.81
52
1,971
335
765
308
6.5217
273,700
NEAR BAY
-117.62
34.07
15
4,061
811
2,884
734
3.3936
127,000
INLAND
-121.93
41.86
28
4,225
835
1,908
686
1.74
44,000
INLAND
-117.71
33.6
25
1,949
459
602
428
2.7601
72,500
<1H OCEAN
-118.4
34
37
1,534
258
751
259
5.444
336,000
<1H OCEAN
-122.09
37.4
17
748
184
412
180
3.4375
290,600
NEAR BAY
-120.37
34.69
18
1,868
315
747
265
4.7946
290,600
NEAR OCEAN
-118.06
34.14
40
2,662
379
1,151
387
8.4889
500,001
INLAND
-121.11
37.47
12
2,263
410
913
330
3.5795
145,600
INLAND
-122.04
37.63
21
1,307
236
586
249
4.7813
241,900
NEAR BAY
-118.92
34.4
23
1,290
283
1,060
279
3.3152
198,000
<1H OCEAN
-121.36
38.03
7
3,461
859
1,518
741
3.5684
78,700
INLAND
-118.46
33.97
19
2,461
521
777
447
10
500,001
<1H OCEAN
-120.62
37.35
20
1,457
372
1,000
346
1.4615
69,200
INLAND
-118.51
33.98
40
1,901
679
865
587
2.3417
425,000
<1H OCEAN
-121.55
39.51
50
1,050
288
485
260
1.1607
51,700
INLAND
-116
32.74
26
1,134
280
329
158
1.4338
43,900
INLAND
-118.37
34.14
21
4,670
1,161
1,914
1,094
3.7986
367,700
<1H OCEAN
-121.03
37.62
43
1,241
240
612
266
2.8194
81,300
INLAND
-117.87
33.89
22
2,340
664
1,382
546
3.343
184,600
<1H OCEAN
-118.08
33.84
25
3,696
953
2,827
860
3.3438
153,300
<1H OCEAN
-122.31
37.99
25
6,508
1,137
3,259
1,081
4.2348
157,800
NEAR BAY
-122.19
37.74
36
847
212
567
159
1.1765
87,100
NEAR BAY
-121.23
37.96
37
2,351
564
1,591
549
1.6563
57,200
INLAND
-118.94
34.16
3
1,170
148
493
142
8.0428
500,001
<1H OCEAN
-121.92
38.34
2
7,747
1,133
3,481
1,083
6.1112
181,000
INLAND
-122.43
37.73
52
1,029
205
461
212
5.0782
310,800
NEAR BAY
-121.25
38.04
26
3,080
473
1,257
465
4.9861
201,800
INLAND
-118.29
33.98
30
1,162
318
1,207
289
1.223
100,000
<1H OCEAN
-117.24
32.8
28
1,072
331
692
321
2.1357
187,500
NEAR OCEAN
-117.07
33.03
15
1,095
158
361
176
6.8099
328,200
<1H OCEAN
-117.96
33.93
31
1,471
321
841
330
3.46
232,800
<1H OCEAN
-122.27
37.85
52
4,076
920
1,800
815
2.7054
182,300
NEAR BAY
-117.28
34.16
26
2,469
532
1,068
501
1.9832
122,100
INLAND
-119.77
36.84
15
1,924
262
848
277
5.3886
125,300
INLAND
-122.28
37.85
48
2,063
484
1,054
466
2.2625
132,900
NEAR BAY
-122.5
37.75
46
2,298
457
1,429
477
4.0217
272,400
NEAR OCEAN
-122.14
38.05
27
3,794
772
1,756
724
3.2891
150,600
NEAR BAY
-118.1
34.17
44
4,505
894
2,296
899
3.4811
300,500
INLAND
-122.46
37.77
52
3,193
688
2,099
681
3.9375
402,900
NEAR BAY
-118.22
34.23
34
3,296
483
1,268
478
8.4802
500,001
<1H OCEAN
-121.96
37.06
16
1,321
224
650
206
6.3258
390,000
NEAR OCEAN
-118.48
34.23
35
1,963
310
919
297
4.7583
258,600
<1H OCEAN
-118.16
34.19
40
1,840
358
1,218
347
4.25
177,900
<1H OCEAN
-122.06
37.34
13
2,057
466
790
436
5.0081
288,300
<1H OCEAN
-118.34
33.98
46
2,126
409
1,292
414
2.9315
149,000
<1H OCEAN
-115.57
32.78
25
2,007
301
1,135
332
5.128
99,600
INLAND
-117.12
33.49
4
21,988
4,055
8,824
3,252
3.9963
191,100
<1H OCEAN
-118.03
33.91
35
2,323
406
1,741
398
4.2437
164,100
<1H OCEAN
-118.96
35.4
28
4,667
875
2,404
841
3.2325
89,000
INLAND
-118.36
34.05
47
1,424
300
632
278
4.0625
295,200
<1H OCEAN
-117.31
34.07
40
2,936
732
2,024
676
2.1139
70,900
INLAND
-117.83
33.65
9
638
266
426
234
3.7875
187,500
<1H OCEAN
-117.84
33.76
22
378
78
196
81
3.6806
219,400
<1H OCEAN
-121.16
38.67
21
6,198
1,223
2,827
1,179
3.7796
159,000
INLAND
-119.77
36.77
38
3,065
658
1,441
625
2.0564
64,700
INLAND
-116.87
33.93
32
3,141
812
2,589
721
1.4556
54,600
INLAND
-118.39
33.81
35
1,008
165
391
167
3.7778
487,500
NEAR OCEAN
-118.36
33.96
25
1,849
518
1,498
451
2.8378
170,000
<1H OCEAN
-118.07
33.81
22
2,711
352
1,305
368
8.5407
398,800
<1H OCEAN
-118.35
34.13
39
1,610
278
511
278
4.3333
385,900
<1H OCEAN
-121.5
38.57
44
1,375
351
766
321
2.1719
87,500
INLAND
-115.52
32.97
10
1,879
387
1,376
337
1.9911
67,500
INLAND
-118.06
34.01
34
1,962
396
1,488
332
3.9091
155,100
<1H OCEAN
-117.77
33.71
5
4,050
584
1,986
598
7.5847
375,700
<1H OCEAN
-122.41
37.79
52
3,598
1,011
2,062
966
2.9871
380,000
NEAR BAY
-118.13
34.17
52
1,784
368
966
345
3.6094
261,500
<1H OCEAN
-117.93
33.86
35
931
181
516
174
5.5867
182,500
<1H OCEAN
-121.85
37.41
25
1,837
278
1,006
271
6.6842
265,300
<1H OCEAN
-118.16
34
37
1,341
336
1,233
306
3.6583
150,500
<1H OCEAN
-118.19
33.9
36
1,073
271
1,385
288
2.3214
104,800
<1H OCEAN
-121.27
38.75
43
1,292
307
647
249
2.7188
85,300
INLAND
-122.19
37.76
49
1,368
282
790
269
1.7056
91,400
NEAR BAY
-124.17
40.75
13
2,171
339
951
353
4.8516
116,100
NEAR OCEAN
-118.48
34.02
11
72
16
150
20
2.625
250,000
<1H OCEAN
-117.39
33.95
35
1,599
284
721
287
4.125
120,700
INLAND
-122.41
37.75
52
2,452
623
1,932
549
2.3903
236,100
NEAR BAY
-118.27
34.01
47
921
264
881
221
1.4327
114,100
<1H OCEAN
-117.7
33.54
4
4,956
693
1,802
625
7.9338
354,700
<1H OCEAN
-117.21
33.16
13
2,937
698
1,246
579
2.6487
196,000
<1H OCEAN
-118.19
33.77
35
1,574
603
820
514
1.2321
137,500
NEAR OCEAN
-119.72
34.42
37
1,635
427
1,027
408
3.5905
264,700
NEAR OCEAN
-118.47
34.27
17
1,444
282
523
270
2.7353
192,400
<1H OCEAN
-122.26
38.12
28
3,102
734
1,623
639
3.1025
103,700
NEAR BAY
-117.98
33.94
32
2,562
491
1,222
446
4.0985
226,200
<1H OCEAN
-122.57
38.58
18
2,083
506
926
487
1.9925
225,000
INLAND
-121.19
37.93
27
1,621
363
909
345
2.1513
99,700
INLAND
-117.58
33.87
30
701
131
356
125
3.2917
144,300
INLAND
-117.65
34.06
41
1,171
334
1,479
334
2.25
90,500
INLAND
-117.66
34.06
24
4,043
952
2,174
859
2.2244
114,900
INLAND
-117.02
33.73
14
3,700
750
1,171
695
1.9476
112,500
INLAND
-117.89
33.68
8
5,278
1,575
2,389
1,371
3.3409
181,300
<1H OCEAN
-119.81
36.8
29
2,806
552
1,242
540
3.5958
88,800
INLAND
-121.85
37.39
15
8,748
1,547
4,784
1,524
5.8322
276,600
<1H OCEAN
-121.36
38.01
16
926
230
451
198
4.0221
173,300
INLAND
-122.31
37.55
52
900
183
371
166
3.25
296,400
NEAR OCEAN
-117.07
33.67
11
939
187
557
190
2.375
145,800
INLAND