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
-121.94
37.73
22
1,980
291
861
290
6.2726
258,200
<1H OCEAN
-118.12
34.14
52
2,337
352
981
328
5.8692
490,400
<1H OCEAN
-120.4
38
17
2,098
370
912
354
2.6544
112,600
INLAND
-121.05
37.64
33
1,438
237
569
208
3.3516
150,000
INLAND
-121.96
37.71
6
8,072
1,050
3,386
1,062
7.2494
336,500
<1H OCEAN
-117.88
33.84
25
1,781
349
918
378
3.9286
262,700
<1H OCEAN
-117.95
33.99
15
3,978
692
2,418
665
5.0142
269,900
<1H OCEAN
-118.98
35.4
36
1,864
331
1,052
325
3.4205
76,600
INLAND
-117.15
32.92
16
1,972
402
1,377
413
4.4615
168,300
<1H OCEAN
-117.04
32.98
16
1,332
196
640
193
6.0226
192,900
<1H OCEAN
-121.29
37.93
24
1,438
351
1,294
342
2.7829
61,800
INLAND
-117.02
32.7
22
2,756
516
1,849
486
4.1837
125,400
NEAR OCEAN
-117.94
33.91
18
8,836
1,527
3,946
1,451
5.6441
313,000
<1H OCEAN
-117.07
32.71
26
4,151
823
2,822
697
2.8372
123,400
NEAR OCEAN
-117.27
32.83
35
1,420
193
469
177
8.0639
500,001
NEAR OCEAN
-122.5
37.74
42
1,667
395
1,041
387
3.9583
273,700
NEAR OCEAN
-119.86
34.42
23
1,450
642
1,258
607
1.179
225,000
NEAR OCEAN
-117.79
33.69
15
1,875
316
890
316
6.5783
244,800
<1H OCEAN
-118.19
33.92
36
1,356
314
1,469
300
2.0785
139,800
<1H OCEAN
-118.23
34.09
41
438
201
690
161
2.0476
181,300
<1H OCEAN
-122.19
37.8
46
1,938
341
768
332
4.2727
246,900
NEAR BAY
-118.24
34.23
42
1,541
280
753
264
5.1028
292,100
<1H OCEAN
-118
33.85
34
1,078
205
575
206
4.5083
188,000
<1H OCEAN
-117.64
34.09
34
2,839
659
1,822
631
3.05
121,300
INLAND
-121.7
37.93
10
3,258
612
1,779
558
4.6587
152,500
INLAND
-117.19
33.69
3
6,484
1,037
3,295
1,074
4.5881
136,400
<1H OCEAN
-117.68
34.03
16
2,859
668
1,946
591
3.0396
124,300
INLAND
-118.19
34.14
47
2,525
523
1,514
498
4.3359
209,200
<1H OCEAN
-117.26
32.96
36
1,721
264
710
282
10.1768
500,001
NEAR OCEAN
-118.32
34.16
46
2,345
453
1,031
427
4.3173
278,300
<1H OCEAN
-118.23
33.95
43
1,683
520
2,190
494
2.2391
152,800
<1H OCEAN
-121.83
37.02
22
1,903
350
760
322
2.9559
288,400
<1H OCEAN
-119.25
34.27
35
2,532
407
1,338
422
4.7727
219,000
NEAR OCEAN
-117.79
33.73
3
8,240
1,410
3,318
1,270
7.2074
291,300
<1H OCEAN
-117.54
34.12
4
17,577
2,819
7,766
2,473
5.1333
181,800
INLAND
-116.87
33.57
12
1,153
265
446
195
3.038
128,100
INLAND
-121.99
37.35
18
1,712
509
972
467
4.3971
238,900
<1H OCEAN
-122.47
37.73
52
2,151
280
762
274
10.7309
500,001
NEAR OCEAN
-118.29
34.08
34
479
182
557
170
1.525
210,000
<1H OCEAN
-117.99
33.66
14
3,155
653
951
575
3.0625
268,800
<1H OCEAN
-121.3
38.13
23
2,864
504
1,298
499
3.2303
131,800
INLAND
-117.4
33.9
32
1,263
178
508
180
3.6667
314,100
INLAND
-118.33
33.69
41
2,168
357
1,171
374
4.7216
311,900
NEAR OCEAN
-121.77
36.53
18
2,321
358
803
341
10.1854
426,000
<1H OCEAN
-122.25
38.1
52
1,591
372
817
357
2.1411
97,200
NEAR BAY
-122.33
38.29
14
3,541
499
1,577
459
5.3351
269,900
NEAR BAY
-117.6
33.98
26
1,225
199
717
204
2.7284
225,000
INLAND
-118.45
34.01
37
1,328
250
626
228
5.8666
440,100
<1H OCEAN
-121.44
37.74
33
1,875
363
970
381
3.5096
141,700
INLAND
-117.86
34.13
29
630
145
378
148
3.4107
170,800
INLAND
-121.09
39.23
35
2,637
511
1,181
480
2.7813
109,200
INLAND
-118.29
34.11
30
2,774
570
1,076
580
5.296
500,001
<1H OCEAN
-122.94
39.1
18
681
120
272
105
2.8906
140,600
INLAND
-117.9
33.63
32
3,556
521
1,381
537
6.1426
450,700
<1H OCEAN
-121.98
37.23
33
3,585
935
1,511
835
3.1176
396,300
<1H OCEAN
-118.18
33.82
43
284
65
167
68
4.25
207,500
NEAR OCEAN
-122.25
37.74
25
1,914
365
897
390
4.4562
206,200
NEAR BAY
-117.97
34.17
35
5,005
848
2,112
813
4.9968
295,000
INLAND
-118.4
33.86
18
5,152
1,365
2,286
1,243
5.1677
380,800
<1H OCEAN
-121.9
38.02
12
1,497
360
943
341
2.1417
122,200
INLAND
-118.26
34.08
52
984
276
994
260
2.3816
166,700
<1H OCEAN
-117.79
33.7
16
1,416
249
636
244
5.1741
227,700
<1H OCEAN
-118.12
33.95
35
1,604
280
802
280
5.752
291,000
<1H OCEAN
-121.68
39.29
29
1,860
400
1,137
365
1.5281
61,600
INLAND
-117.33
33.21
17
1,246
300
424
288
2.2882
85,800
NEAR OCEAN
-118.13
34.19
43
1,621
365
1,015
329
2.92
242,200
INLAND
-118.04
33.95
36
1,976
368
1,236
355
4.615
174,000
<1H OCEAN
-117.95
33.84
34
1,229
215
1,035
218
3.5455
180,000
<1H OCEAN
-116.87
32.75
15
2,053
321
993
309
5.5164
248,900
<1H OCEAN
-119.02
36.06
41
2,279
538
1,908
511
1.3952
43,100
INLAND
-118.21
33.8
44
1,387
280
984
302
4.25
143,100
NEAR OCEAN
-115.98
33.32
8
240
46
63
24
1.4688
53,800
INLAND
-121.86
37.32
13
2,519
581
2,094
530
4.3621
173,400
<1H OCEAN
-122.71
38.42
23
1,569
414
1,031
368
1.6267
129,200
<1H OCEAN
-119.26
36.61
33
560
90
310
113
2.5417
118,800
INLAND
-121.88
37.35
52
1,704
418
1,336
411
2.8167
183,500
<1H OCEAN
-117.9
33.82
32
1,187
302
1,003
275
2.4931
166,900
<1H OCEAN
-120.61
35.1
14
2,919
691
1,896
577
2.4003
142,100
<1H OCEAN
-120.99
37.66
46
1,750
347
754
356
2.9137
106,000
INLAND
-124.14
40.6
27
1,148
206
521
219
4.025
128,100
NEAR OCEAN
-118.13
34.44
10
2,726
465
1,773
459
4.8295
319,100
INLAND
-124.14
40.67
23
580
117
320
109
4.2054
130,600
NEAR OCEAN
-122.31
37.53
39
1,160
191
508
185
5.9539
379,100
NEAR OCEAN
-121.93
37.27
30
2,862
544
1,387
542
5.1104
278,100
<1H OCEAN
-117.96
34.04
35
1,141
212
924
212
3.1591
148,300
<1H OCEAN
-121.4
38.53
38
152
30
65
35
0.9274
67,500
INLAND
-117.86
33.73
38
2,284
511
2,451
504
3.3125
159,100
<1H OCEAN
-122.41
37.75
52
1,057
276
837
292
2.4531
229,000
NEAR BAY
-117.2
33.58
2
30,450
5,033
9,419
3,197
4.5936
174,300
<1H OCEAN
-119.09
36.42
17
877
219
966
218
2
52,500
INLAND
-117.9
34.07
36
1,009
164
466
149
5.8519
249,400
<1H OCEAN
-122.7
38.44
45
883
202
401
194
3.2845
178,300
<1H OCEAN
-118.02
33.84
35
3,473
563
2,091
580
4.4821
214,100
<1H OCEAN
-122.78
38.44
14
4,143
656
1,569
629
3.9766
345,300
<1H OCEAN
-117.89
33.91
33
1,264
224
527
227
3.7321
216,500
<1H OCEAN
-119.82
36.74
52
610
128
406
122
1.8967
43,800
INLAND
-119.45
36.58
18
1,425
280
753
266
3.7813
87,300
INLAND
-117.07
32.72
18
1,758
286
987
277
4.6875
141,800
NEAR OCEAN
-121.97
37.87
4
1,029
126
416
122
13.4883
500,001
INLAND
-121.98
37.31
28
3,840
629
1,883
662
6.4095
335,900
<1H OCEAN