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
-115.57
32.84
29
1,207
301
804
288
1.9531
61,100
INLAND
-120.79
37.08
9
97
20
91
22
2.9063
55,000
INLAND
-120.61
35.11
11
3,733
831
1,839
739
3.3062
158,500
<1H OCEAN
-117.81
33.8
25
2,765
475
1,666
474
6.0531
230,700
<1H OCEAN
-118.21
34.07
52
1,770
null
1,848
439
2.4135
167,200
<1H OCEAN
-122.3
37.57
36
1,973
352
1,169
370
5.033
270,900
NEAR BAY
-117.22
32.95
4
18,123
3,173
7,301
2,964
6.357
322,500
NEAR OCEAN
-118.42
34.26
26
1,788
521
2,582
484
2.1062
136,400
<1H OCEAN
-119.74
36.78
27
4,049
947
2,254
882
2.2467
70,700
INLAND
-122.48
37.71
39
3,615
632
1,571
615
5.1149
314,200
NEAR OCEAN
-122.1
37.72
30
2,599
366
922
350
5.8382
330,200
NEAR BAY
-121.89
38.01
32
1,000
188
663
212
4.0972
99,200
INLAND
-121.73
38.55
34
1,717
393
1,224
387
2.7917
130,800
INLAND
-118.1
33.79
35
2,370
379
996
380
5.7368
287,200
<1H OCEAN
-121.99
37.54
28
3,046
507
1,772
516
5.3283
227,900
<1H OCEAN
-118.09
33.89
42
1,150
215
708
204
3.6875
171,500
<1H OCEAN
-118
34.14
39
1,302
303
800
291
3.2723
166,900
INLAND
-121.87
37.26
24
2,383
343
1,146
341
5.6223
265,700
<1H OCEAN
-117.5
33.96
12
7,923
1,470
4,861
1,385
4.2985
139,200
INLAND
-117.13
32.92
16
2,173
399
1,460
393
4.2614
169,600
<1H OCEAN
-119.03
35.35
34
1,441
294
695
275
2.6875
73,700
INLAND
-118.45
33.96
36
2,723
547
1,090
519
6.3267
500,001
<1H OCEAN
-119.02
35.34
34
2,861
510
1,375
486
3.4286
71,400
INLAND
-118.28
34.03
26
2,107
809
2,821
572
0.844
350,000
<1H OCEAN
-118.17
33.78
23
3,768
1,261
3,940
1,098
1.9647
186,200
NEAR OCEAN
-117.8
34.05
5
4,536
1,178
2,485
909
4.1118
125,900
<1H OCEAN
-121.5
38.53
39
3,184
593
1,188
572
4.6923
192,000
INLAND
-117.24
34.04
4
4,289
682
1,981
705
5.3366
165,100
INLAND
-117.97
33.94
36
1,870
338
947
324
4.1205
217,000
<1H OCEAN
-121.42
38.6
36
1,327
209
613
230
3.8672
111,400
INLAND
-119.38
36.55
31
2,342
439
1,411
465
3.017
72,000
INLAND
-121.84
36.61
15
2,190
586
1,570
510
1.875
122,300
<1H OCEAN
-122
37.98
35
1,192
201
535
172
4.9219
182,000
INLAND
-121.64
37.85
22
1,999
415
967
320
4.4583
253,900
INLAND
-117.91
33.91
24
2,249
379
1,015
385
4.9766
267,100
<1H OCEAN
-121.88
37.32
45
2,213
564
1,920
514
3.2806
164,200
<1H OCEAN
-121.88
37.32
30
1,242
338
1,438
325
2.6607
169,300
<1H OCEAN
-119.64
36.36
13
2,360
340
1,055
312
5.2134
97,400
INLAND
-118.55
34.17
36
2,127
297
761
274
7.8392
500,001
<1H OCEAN
-122.54
37.99
32
2,236
348
818
330
7.3521
444,000
NEAR BAY
-117.14
32.79
31
984
161
422
158
5.282
183,000
NEAR OCEAN
-117.4
33.94
42
943
171
466
203
3.1458
116,000
INLAND
-119.54
36.7
20
1,815
375
1,665
357
2.2448
58,900
INLAND
-117.25
34.06
23
4,503
1,156
3,264
937
1.9821
93,000
INLAND
-121.45
36.51
29
1,045
311
1,245
273
1.775
112,500
<1H OCEAN
-119.29
36.53
33
1,509
352
1,734
336
1.625
50,300
INLAND
-118.37
34.15
29
2,630
617
1,071
573
3.3669
376,100
<1H OCEAN
-118.25
33.89
36
406
71
268
77
3.9
115,800
<1H OCEAN
-118.37
34.04
52
1,197
231
671
219
3.825
278,500
<1H OCEAN
-117.65
35
36
1,184
316
672
241
1.9107
39,800
INLAND
-122.21
38.09
37
4,368
779
2,083
741
3.8667
127,000
NEAR BAY
-118.23
33.94
39
1,141
258
1,313
234
2.0187
90,100
<1H OCEAN
-117.61
34.13
21
8,416
1,386
4,308
1,341
4.4611
164,600
INLAND
-117.99
33.76
17
2,545
737
1,468
699
1.9439
177,700
<1H OCEAN
-117.62
33.42
27
1,444
412
597
311
3.1395
310,000
NEAR OCEAN
-122.46
37.76
28
1,072
165
363
168
6.1636
367,700
NEAR BAY
-117.31
33.75
19
3,173
678
2,204
606
2.1484
129,200
<1H OCEAN
-117.22
33.8
3
5,284
920
2,703
729
4.0717
126,500
INLAND
-116.98
33.93
33
376
83
267
88
2.1581
68,300
INLAND
-122.89
40.76
14
712
131
270
90
2.3958
102,100
INLAND
-116.97
32.65
4
16,450
2,833
7,985
2,683
5.6631
233,400
NEAR OCEAN
-121.46
38.55
52
3,126
648
1,789
558
1.7616
84,100
INLAND
-121.44
38.65
28
1,219
240
559
212
3.8295
122,200
INLAND
-121.33
37.98
9
2,370
424
1,129
386
5.143
176,500
INLAND
-120.71
40.13
19
897
180
276
110
2.9554
89,400
INLAND
-117.26
33.86
16
1,171
235
659
216
3.1103
110,000
INLAND
-122.18
37.7
36
2,639
533
1,209
519
4.0268
205,500
NEAR BAY
-119.65
36.34
46
1,730
337
752
323
1.8529
67,200
INLAND
-118.41
33.88
40
925
254
371
227
5.2533
500,001
<1H OCEAN
-122.42
37.66
28
3,520
672
1,746
602
4.9236
273,500
NEAR OCEAN
-120.71
37.38
14
1,979
432
1,756
382
2.6923
71,400
INLAND
-118.26
33.83
28
4,112
861
3,211
841
4.4539
192,200
<1H OCEAN
-122.08
37.7
25
3,402
758
1,645
710
3.4934
209,900
NEAR BAY
-122.46
37.78
47
1,682
379
837
375
5.2806
400,000
NEAR BAY
-118.2
34.12
44
1,565
398
1,500
407
2.8125
155,600
<1H OCEAN
-117.94
33.62
28
1,765
390
832
349
6.5928
439,100
<1H OCEAN
-117.12
32.56
20
2,524
682
1,819
560
2.9286
257,700
NEAR OCEAN
-117.24
33.93
12
7,105
1,447
4,520
1,333
3.2705
113,200
INLAND
-118.42
34.2
34
161
48
66
33
1
187,500
<1H OCEAN
-117.99
33.81
46
38
8
66
14
4.1667
162,500
<1H OCEAN
-119.01
35.33
42
1,120
255
677
213
1.5429
39,400
INLAND
-122.04
36.95
27
1,987
374
961
343
3.9667
265,800
NEAR OCEAN
-119.2
36.28
22
2,295
508
1,654
478
1.684
65,900
INLAND
-121.54
38.5
15
6,093
1,051
2,415
997
4.2075
183,600
INLAND
-117.02
32.73
22
5,201
865
3,280
817
4.7952
141,400
NEAR OCEAN
-121.39
38.56
19
8,507
1,470
3,517
1,453
4.3644
137,400
INLAND
-119.19
35.41
12
2,835
471
1,399
413
4.4125
149,000
INLAND
-122.68
38.44
29
2,796
588
1,346
562
2.9107
169,700
<1H OCEAN
-118.32
33.97
52
1,590
302
844
295
2.7139
164,900
<1H OCEAN
-122.26
37.55
17
1,321
425
683
408
4.7045
500,001
NEAR BAY
-118.13
33.76
44
1,543
463
652
406
4.25
439,300
NEAR OCEAN
-117.02
32.78
33
3,481
708
1,726
719
3.3675
158,200
<1H OCEAN
-116.79
33.99
16
319
68
212
67
1.4688
90,000
INLAND
-122.29
40.44
30
1,270
365
840
324
1.3904
48,100
INLAND
-120.87
37.64
40
1,010
155
488
157
3.8984
170,500
INLAND
-121.84
37.99
15
2,380
385
1,292
388
4.6029
142,600
INLAND
-122.41
37.71
40
2,054
433
1,738
429
4.9926
213,900
NEAR BAY
-122.27
37.89
52
1,978
293
723
272
5.3989
335,600
NEAR BAY
-118.21
33.91
26
2,422
632
2,601
583
1.7824
110,200
<1H OCEAN
-121.33
38.6
25
4,260
607
1,635
640
6.2817
288,200
INLAND