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
-119.14
36.29
32
2,084
482
1,410
420
1.5321
48,300
INLAND
-121.97
37.44
17
127
28
219
22
4.5179
112,500
<1H OCEAN
-121.95
37.21
20
2,345
322
890
276
10.0187
500,001
<1H OCEAN
-117.32
34.51
16
3,072
612
1,283
604
2.8929
115,600
INLAND
-119.85
36.75
24
1,143
245
608
240
2.8194
81,100
INLAND
-118.12
34.09
25
3,603
1,003
2,719
913
2.6981
208,000
<1H OCEAN
-117.88
33.87
21
1,519
388
1,203
366
3.2083
145,300
<1H OCEAN
-118.38
34.07
16
4,814
1,381
1,897
1,209
3.3725
375,000
<1H OCEAN
-117.55
33.92
24
2,807
501
1,653
509
4.8167
163,300
INLAND
-119.12
34.23
35
2,028
554
2,252
521
2.4643
182,000
NEAR OCEAN
-119.21
36.39
31
1,465
303
1,013
297
2.0363
53,500
INLAND
-118.5
34.26
33
2,831
510
1,340
504
4.8316
237,300
<1H OCEAN
-118.09
33.97
39
1,473
297
1,108
294
4.1389
166,000
<1H OCEAN
-118.33
34.04
52
2,545
401
1,004
372
3.6373
420,000
<1H OCEAN
-118.4
34.7
10
4,122
814
2,164
710
4.2941
151,600
INLAND
-118.09
34.06
31
1,146
289
1,163
258
2.2083
185,600
<1H OCEAN
-117.96
33.84
31
2,265
537
1,617
507
3.4583
186,300
<1H OCEAN
-117.62
34.07
16
6,009
1,599
5,110
1,389
2.5677
128,900
INLAND
-121.89
36.6
40
626
164
337
150
2.7917
225,000
<1H OCEAN
-118.23
33.98
25
986
310
1,439
251
2.39
183,300
<1H OCEAN
-122.03
37.55
22
9,167
1,373
4,319
1,404
6.992
284,800
NEAR BAY
-122.46
38.53
32
1,735
331
785
309
3.6641
275,800
INLAND
-121.37
36.84
11
1,996
382
1,023
358
3.5714
243,000
INLAND
-117.32
34.13
41
1,837
409
1,430
344
2.4524
70,400
INLAND
-119.14
34.49
17
321
44
92
39
7.75
375,000
<1H OCEAN
-118.3
34.06
21
3,960
1,490
3,468
1,335
1.8214
475,000
<1H OCEAN
-118.14
34.01
36
702
210
834
216
2.25
162,500
<1H OCEAN
-120.61
35.12
16
1,671
354
935
340
2.5792
163,800
<1H OCEAN
-118.25
34.23
35
2,839
592
1,413
538
4.1667
271,200
<1H OCEAN
-118.09
33.97
35
2,664
541
2,033
491
3.7326
164,300
<1H OCEAN
-117.58
33.87
42
765
171
590
177
1.6875
113,500
INLAND
-121.92
38.37
26
2,056
413
933
367
2.7051
193,800
INLAND
-118.01
34.11
43
1,858
345
1,054
329
3.5625
211,600
INLAND
-121.93
37.73
8
831
231
404
224
3.375
350,000
<1H OCEAN
-118.06
34.11
36
2,178
485
914
412
2.7656
239,500
INLAND
-117.9
33.85
31
3,413
764
2,326
728
4.325
187,100
<1H OCEAN
-117.16
32.74
43
1,437
406
692
379
3.1979
466,700
NEAR OCEAN
-122.64
41.95
18
1,867
424
802
314
1.8242
53,500
INLAND
-117.28
32.8
20
1,838
540
615
325
3.5486
193,800
NEAR OCEAN
-118.11
33.88
35
1,623
304
868
272
3.5893
276,000
<1H OCEAN
-122.25
37.79
39
461
129
381
123
1.6
112,500
NEAR BAY
-117.91
33.78
26
4,297
1,037
3,596
967
3.045
184,000
<1H OCEAN
-122.35
37.97
31
2,892
685
2,104
641
3.2188
113,800
NEAR BAY
-118.43
34.24
35
1,488
293
1,112
288
4.4688
182,500
<1H OCEAN
-117.1
32.71
29
3,422
713
2,775
644
1.7075
86,900
NEAR OCEAN
-118.17
33.82
50
3,587
693
1,513
651
5.5106
252,200
NEAR OCEAN
-117.85
34.14
35
2,899
429
1,251
429
6.1049
297,200
INLAND
-116.92
32.76
9
1,859
307
947
304
5.9202
181,300
<1H OCEAN
-122.28
37.53
15
5,417
1,199
2,593
1,098
4.8047
438,000
NEAR OCEAN
-121.47
38.57
50
3,233
968
1,223
837
1.2041
168,100
INLAND
-118.15
34.16
52
1,925
597
2,258
594
1.6921
162,500
<1H OCEAN
-117.41
34.09
21
3,300
587
1,896
572
3.6466
130,600
INLAND
-120.91
38.11
9
3,585
680
1,800
598
3.636
133,100
INLAND
-118.18
33.77
37
2,653
754
1,087
698
2.3523
325,000
NEAR OCEAN
-119.31
34.41
22
2,612
494
1,361
439
4.1319
245,000
NEAR OCEAN
-122.23
37.46
36
6,090
1,057
3,081
1,075
5.6629
343,600
NEAR OCEAN
-117.07
34.05
14
5,764
1,006
1,876
841
1.9694
173,200
INLAND
-117.96
34.05
35
1,254
263
1,092
268
4.6364
163,100
<1H OCEAN
-118.17
34.1
25
4,444
647
1,922
652
8.058
477,300
<1H OCEAN
-119.71
36.8
17
2,056
366
1,259
367
3.9338
84,700
INLAND
-117.91
33.73
26
2,413
512
2,867
509
4.7639
179,900
<1H OCEAN
-122.41
37.81
31
3,991
1,311
2,305
1,201
1.8981
500,001
NEAR BAY
-117.38
34.12
17
5,959
1,208
4,115
1,088
2.4053
105,200
INLAND
-118.87
34.21
26
4,439
616
1,881
592
6.2935
258,000
<1H OCEAN
-122.27
38.53
22
678
137
336
103
4.4
142,500
INLAND
-121.06
37.18
30
2,603
507
1,491
473
3.0909
123,400
INLAND
-116.99
32.71
21
3,049
582
2,355
585
3.8904
113,800
NEAR OCEAN
-119.71
36.82
12
2,144
568
1,320
566
2.3381
112,500
INLAND
-117.25
34.07
21
3,067
706
2,140
687
2.4432
78,800
INLAND
-121.89
37.32
34
1,014
246
952
215
2.8864
172,500
<1H OCEAN
-118.36
34.22
37
1,512
348
1,545
351
3.7663
160,300
<1H OCEAN
-118.27
34.25
35
2,091
360
879
326
4.4485
261,900
<1H OCEAN
-120.84
35.35
27
2,863
711
930
533
2.6205
221,100
NEAR OCEAN
-118.42
34.27
37
1,024
246
1,371
239
3.225
147,500
<1H OCEAN
-122.15
37.7
36
1,468
252
733
229
3.4583
192,600
NEAR BAY
-117.94
33.75
30
5,268
1,093
4,480
1,050
4.015
186,700
<1H OCEAN
-118.24
33.96
39
643
186
821
191
2.5729
97,300
<1H OCEAN
-119.54
36.61
20
1,490
318
1,474
326
1.4937
54,700
INLAND
-122.11
37.69
37
2,444
651
1,562
618
2.6464
155,200
NEAR BAY
-117.17
32.74
39
3,803
806
1,567
775
3.7039
361,500
NEAR OCEAN
-118.19
34.12
41
2,591
682
2,366
583
2.3071
146,400
<1H OCEAN
-122.68
38.07
26
1,445
244
510
207
5.6305
430,000
NEAR OCEAN
-122.31
37.54
45
1,222
220
492
205
5.539
396,900
NEAR OCEAN
-118.05
34.1
36
1,606
318
889
294
4.7931
272,600
INLAND
-118.28
33.96
37
1,812
500
1,640
447
1.9348
99,100
<1H OCEAN
-122.33
37.95
42
1,627
336
848
316
3.7708
144,600
NEAR BAY
-118.12
34.08
49
1,782
374
1,010
367
3.1583
268,200
<1H OCEAN
-122.01
36.99
29
227
45
112
41
6.4469
271,400
NEAR OCEAN
-117.26
33.02
9
4,632
759
1,724
685
6.3712
369,800
NEAR OCEAN
-119
35.33
35
991
221
620
207
1.9417
53,800
INLAND
-117.69
34.08
30
4,255
773
2,129
730
4.5185
142,500
INLAND
-123.84
39.46
47
1,150
244
552
201
2.5192
110,400
<1H OCEAN
-119.77
36.78
36
3,616
779
1,994
786
2.5434
67,300
INLAND
-122.09
37.89
35
880
139
352
132
6.8686
406,500
NEAR BAY
-118.24
34.21
32
3,817
886
1,888
829
3.5777
245,600
<1H OCEAN
-117.24
32.94
12
2,165
437
792
386
5.2648
294,400
NEAR OCEAN
-120.45
34.65
27
2,253
382
1,197
384
3.3203
134,700
NEAR OCEAN
-116.06
34.2
29
1,202
290
383
156
1.3371
66,900
INLAND
-118.48
34.01
40
2,198
611
1,023
567
3.755
398,300
<1H OCEAN
-121.84
39.75
29
4,362
1,053
2,053
1,000
1.7284
74,500
INLAND