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
-119.84
36.78
24
3,242
795
2,764
773
1.3385
58,800
INLAND
-118.04
33.96
42
1,430
338
1,269
321
3.3214
148,800
<1H OCEAN
-116.95
32.96
18
2,087
353
992
329
4.5
222,600
<1H OCEAN
-117.63
33.62
9
4,257
785
1,293
745
3.7139
196,700
<1H OCEAN
-122.39
40.59
26
1,279
438
1,276
420
1.2404
81,300
INLAND
-123.75
39.37
16
1,377
296
830
279
3.25
151,400
<1H OCEAN
-118.98
35.37
35
825
179
670
181
1.1638
57,900
INLAND
-117.5
34.04
5
3,958
665
2,456
666
5.1647
154,700
INLAND
-121.57
37
18
7,241
1,225
4,168
1,138
4.5714
260,300
INLAND
-118.3
33.73
42
1,731
null
866
403
2.7451
255,400
NEAR OCEAN
-122.02
37.29
25
3,845
492
1,461
475
10.3979
500,001
<1H OCEAN
-122.55
37.97
52
2,232
291
731
253
7.1155
500,001
NEAR BAY
-121.42
38.53
37
1,958
367
1,171
366
2.8298
71,200
INLAND
-118.34
33.99
48
2,009
335
919
297
4.8125
170,500
<1H OCEAN
-122.62
38.25
24
2,388
358
1,187
362
4.6534
196,500
<1H OCEAN
-122.31
37.57
37
1,437
305
979
331
4
273,700
NEAR OCEAN
-118.4
33.89
31
2,926
492
1,149
476
7.9611
500,001
<1H OCEAN
-120.99
37.67
16
568
124
307
116
2.1518
107,400
INLAND
-119.84
36.8
16
2,849
506
1,508
478
3.4074
72,700
INLAND
-118.2
33.9
34
1,552
444
2,093
413
2.2125
103,200
<1H OCEAN
-122.08
37.69
36
2,350
499
1,105
467
3.3021
195,700
NEAR BAY
-122
38.37
18
1,048
185
469
162
3.625
125,000
INLAND
-121.28
38.8
7
9,003
1,739
4,445
1,591
3.816
147,900
INLAND
-119.15
36.29
18
1,435
null
657
254
2.4281
72,500
INLAND
-117.14
32.72
34
2,533
862
2,011
778
2.1199
160,400
NEAR OCEAN
-122.53
41.81
21
2,400
485
1,109
443
1.7639
55,400
INLAND
-120.78
38.73
31
3,117
616
1,606
588
2.9844
127,900
INLAND
-118.35
33.93
25
2,260
692
1,603
673
2.11
223,300
<1H OCEAN
-117.53
34.06
18
5,605
1,303
4,028
1,145
2.9386
116,400
INLAND
-117.07
32.8
31
2,550
395
1,017
405
5.1488
181,000
<1H OCEAN
-118.1
33.81
36
856
146
451
164
5.1993
246,000
<1H OCEAN
-117.27
34.4
8
6,042
979
3,031
991
3.3438
124,400
INLAND
-118.19
33.87
35
1,769
436
1,166
386
2.875
178,300
<1H OCEAN
-123.74
40.66
25
2,395
431
983
375
3.0469
136,000
<1H OCEAN
-118.09
33.91
36
1,442
271
990
268
4.0517
162,200
<1H OCEAN
-119.71
34.4
36
1,846
358
748
329
4.2283
326,800
NEAR OCEAN
-118.53
34.24
24
2,718
719
3,018
644
2.9076
275,300
<1H OCEAN
-118.79
34.14
7
3,003
504
1,143
466
5.8548
500,001
NEAR OCEAN
-117.1
32.96
7
3,619
770
1,134
482
4.1279
167,600
<1H OCEAN
-121.01
37.68
33
3,230
587
1,579
560
3.5775
109,700
INLAND
-120.69
35.64
38
2,564
546
1,301
481
2.0076
114,000
<1H OCEAN
-121.39
38.69
38
300
47
154
51
4.0909
108,300
INLAND
-121.13
36.21
27
1,476
352
1,156
358
3.1929
137,900
<1H OCEAN
-118.28
33.98
45
1,720
416
1,382
365
0.9337
92,300
<1H OCEAN
-117.94
33.8
23
2,757
734
1,811
707
2.8
214,300
<1H OCEAN
-118.25
33.84
19
1,731
420
1,032
364
3.8125
208,100
<1H OCEAN
-118.06
33.83
17
1,973
516
1,112
501
3.8512
163,800
<1H OCEAN
-122.3
37.88
46
1,647
376
854
355
2.9
144,800
NEAR BAY
-117.07
32.57
14
1,527
357
1,224
363
2.7361
93,600
NEAR OCEAN
-122.08
37.92
26
1,733
265
796
274
6.195
264,900
NEAR BAY
-122.18
37.74
46
2,103
391
1,339
354
2.2467
88,900
NEAR BAY
-118.86
34.16
16
1,509
216
578
235
10.2614
410,800
<1H OCEAN
-117.98
34.06
33
1,353
228
1,079
237
4.5417
160,300
<1H OCEAN
-117.06
32.97
17
4,754
877
2,412
832
4.3548
192,300
<1H OCEAN
-117.89
33.84
33
1,587
374
1,159
331
2.8021
195,100
<1H OCEAN
-119.57
36.09
6
2,015
413
992
319
2.3889
53,200
INLAND
-122.1
37.4
27
3,410
1,156
2,314
1,086
3.4868
165,600
NEAR BAY
-118.22
33.98
15
1,011
274
899
219
2.7045
190,600
<1H OCEAN
-118.17
34.07
19
2,150
544
1,510
467
3.4952
150,000
<1H OCEAN
-118.41
33.97
44
2,789
503
3,732
474
4.6176
352,300
<1H OCEAN
-120.97
37.68
16
2,493
535
1,370
504
3.3368
121,200
INLAND
-118.4
34.28
22
3,517
810
3,134
847
2.6652
164,800
<1H OCEAN
-118.08
33.89
37
1,152
259
981
225
3.2857
153,600
<1H OCEAN
-120.84
37.52
16
4,527
887
2,531
825
3.7065
124,800
INLAND
-118.22
34.21
29
2,174
418
1,030
395
3.5707
341,700
<1H OCEAN
-122.21
37.8
48
1,321
263
506
252
4.0977
229,700
NEAR BAY
-122.27
37.52
35
1,051
259
517
234
3.7
339,700
NEAR OCEAN
-117.9
33.68
25
7,060
1,159
3,903
1,139
4.8359
249,200
<1H OCEAN
-121.88
37.26
13
1,676
471
710
406
3.8936
225,900
<1H OCEAN
-117.21
32.89
14
3,114
773
1,592
776
3.3176
156,100
NEAR OCEAN
-119.7
34.43
52
977
289
412
272
2.125
300,000
<1H OCEAN
-118.13
33.87
45
1,606
300
735
295
4.6765
198,400
<1H OCEAN
-118.99
35.35
27
1,615
355
1,380
332
1.6632
49,800
INLAND
-118.31
34.27
35
1,446
274
759
291
6.0808
215,600
<1H OCEAN
-118.56
34.22
34
1,599
294
819
306
4.3194
197,000
<1H OCEAN
-117.11
32.67
46
928
236
790
235
1.6806
92,500
NEAR OCEAN
-118.23
33.8
26
239
135
165
112
1.3333
187,500
NEAR OCEAN
-122.14
37.47
36
2,081
412
1,931
373
3.7917
160,600
NEAR BAY
-122.5
37.75
44
1,739
343
872
330
2.9632
286,300
NEAR OCEAN
-117.91
34.12
41
2,673
578
2,259
592
3.7846
145,500
<1H OCEAN
-117.22
32.78
22
2,020
466
1,010
429
3.4527
175,000
NEAR OCEAN
-118.27
33.86
29
2,587
489
2,115
475
3.7466
168,600
<1H OCEAN
-118.14
34.03
38
1,447
293
1,042
284
4.1375
211,500
<1H OCEAN
-117.9
33.73
30
746
172
1,048
163
4.1
166,400
<1H OCEAN
-118.25
34.01
31
1,301
403
1,952
377
2.1466
100,800
<1H OCEAN
-117.76
33.94
40
1,092
213
457
190
5.1165
184,200
<1H OCEAN
-117.13
32.72
52
1,560
307
757
315
2.7083
199,100
NEAR OCEAN
-119.85
34.4
14
2,307
650
5,723
615
2.1652
37,500
NEAR OCEAN
-121.74
37.3
12
1,961
280
985
269
6.7159
362,700
<1H OCEAN
-118.21
34.05
28
1,841
809
3,199
727
1.6319
151,600
<1H OCEAN
-122.17
37.76
38
1,764
397
987
354
2.4333
98,200
NEAR BAY
-118.31
34.05
40
1,667
365
1,161
384
3.1406
417,600
<1H OCEAN
-118.8
34.21
16
1,466
196
661
209
6.2893
282,700
<1H OCEAN
-118.32
34.01
44
4,032
913
1,622
848
2.4934
165,800
<1H OCEAN
-118.31
33.94
40
1,323
243
684
229
3.2206
145,800
<1H OCEAN
-121.97
37.97
24
1,330
183
656
205
5.0092
244,100
INLAND
-122.02
37.89
29
6,349
858
2,450
778
7.5
356,200
NEAR BAY
-121.99
37.34
27
3,353
653
1,571
621
5.273
315,600
<1H OCEAN
-118.42
33.96
44
1,282
216
494
209
5.618
365,900
<1H OCEAN
-117.96
33.9
10
2,423
356
1,213
347
6.5635
346,900
<1H OCEAN