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
-118.36
33.99
43
2,657
548
1,145
524
4.1375
287,100
<1H OCEAN
-118.4
34.03
24
1,101
318
491
287
3.2222
319,400
<1H OCEAN
-117.89
33.87
25
1,492
439
755
389
3.0893
188,200
<1H OCEAN
-123.15
39.31
19
1,026
205
424
152
2.8833
154,200
INLAND
-118.4
33.88
35
1,060
191
444
196
8.0015
500,001
<1H OCEAN
-117.76
34.05
36
2,910
819
3,055
782
1.9029
98,000
INLAND
-120.45
39.8
47
2,149
456
965
419
1.7829
55,900
INLAND
-118.24
34.13
45
2,170
401
1,043
394
5.6921
269,000
<1H OCEAN
-118.21
34.1
47
5,077
1,271
3,348
1,106
3.0377
186,800
<1H OCEAN
-118.34
34.11
40
5,485
1,242
2,034
1,133
3.6974
500,001
<1H OCEAN
-121.77
37.68
44
495
112
277
109
2.6667
179,200
INLAND
-122.5
37.74
40
2,310
445
1,266
490
3.7969
297,800
NEAR OCEAN
-117.33
33.23
15
2,919
592
1,130
579
2.5872
155,600
NEAR OCEAN
-118.16
34.02
44
1,218
374
1,175
342
1.9688
173,900
<1H OCEAN
-121.97
37.29
29
2,721
682
1,602
646
3.337
265,300
<1H OCEAN
-121.48
38.53
38
1,451
315
786
340
2.3487
101,600
INLAND
-118.13
33.96
38
1,040
202
557
228
4
254,700
<1H OCEAN
-121.55
39.5
26
3,215
827
2,041
737
1.0585
45,100
INLAND
-117.93
34.08
36
1,597
285
901
272
4.3947
197,000
<1H OCEAN
-118.49
34.19
23
2,087
571
1,809
553
3.1667
202,000
<1H OCEAN
-118.09
34.08
42
1,003
236
769
231
3.1607
218,300
<1H OCEAN
-122.32
38
32
2,275
397
1,233
418
4.0437
162,800
NEAR BAY
-121.37
38.7
26
2,230
410
1,155
377
3.4911
88,200
INLAND
-121.64
39.74
20
1,808
334
763
335
2.3711
121,800
INLAND
-121.9
36.59
42
2,689
510
1,023
459
4.6182
301,000
NEAR OCEAN
-122.43
37.76
52
3,708
849
1,531
822
3.3565
386,400
NEAR BAY
-122.05
38.26
21
7,195
1,416
3,927
1,377
3.0912
126,300
INLAND
-120.83
37.5
30
1,340
244
631
231
3.375
118,500
INLAND
-122.24
37.82
52
3,481
751
1,444
718
3.9
275,700
NEAR BAY
-121.34
38.03
12
2,707
433
1,200
380
4.9861
133,500
INLAND
-118.81
34.28
20
3,678
684
1,882
694
4.1607
196,800
<1H OCEAN
-119.27
36.32
6
2,881
518
1,432
504
4.0806
110,200
INLAND
-118.35
33.85
34
1,770
291
916
289
5
354,200
<1H OCEAN
-120.77
37.01
28
1,689
378
1,057
267
3.125
156,300
INLAND
-118.3
33.91
34
1,617
493
1,530
500
2.6182
172,600
<1H OCEAN
-117.92
33.79
26
2,737
614
1,877
606
2.8622
184,300
<1H OCEAN
-118.39
34.06
52
1,213
194
503
194
8.0095
500,001
<1H OCEAN
-122.12
37.71
38
1,164
284
632
289
3.0345
152,100
NEAR BAY
-120.98
38.34
27
3,471
653
1,793
600
3.5508
99,100
INLAND
-117.23
33.09
7
5,320
855
2,015
768
6.3373
279,600
NEAR OCEAN
-120.47
37.96
25
2,505
529
1,145
483
2.006
103,000
INLAND
-117.44
34.45
6
6,068
1,137
3,094
947
3.5167
130,900
INLAND
-117.13
32.81
19
2,157
554
1,349
535
2.7652
177,400
NEAR OCEAN
-123.75
40.11
35
2,052
477
900
402
1.9625
101,500
<1H OCEAN
-122.12
37.43
36
3,212
553
1,455
574
6.46
425,500
NEAR BAY
-119.71
34.42
23
2,068
658
1,898
570
2.5506
230,800
<1H OCEAN
-119.81
36.78
52
2,281
371
839
367
3.5972
89,900
INLAND
-117.56
34.42
6
4,264
749
2,005
666
3.4695
138,800
INLAND
-118.45
34.23
15
5,738
1,767
4,620
1,581
2.3584
157,600
<1H OCEAN
-122.28
38.29
19
531
112
139
80
1.9875
325,000
NEAR BAY
-122.36
37.95
38
1,066
248
729
286
1.5139
81,700
NEAR BAY
-117.88
33.74
25
1,799
557
3,416
538
3.0083
163,500
<1H OCEAN
-118.18
33.97
26
6,895
1,877
8,551
1,808
2.3175
154,500
<1H OCEAN
-118.29
34.65
18
6,893
1,372
2,837
1,221
3.3173
218,400
INLAND
-117.64
33.59
4
3,274
383
1,312
390
8.1611
348,000
<1H OCEAN
-118.28
33.96
42
1,604
399
1,581
387
1.7656
96,700
<1H OCEAN
-118.26
33.97
47
1,504
374
1,168
358
1.4625
94,200
<1H OCEAN
-119.29
36.12
24
1,248
226
641
200
2.4722
129,200
INLAND
-117.36
34.09
32
3,616
631
2,131
593
3.2879
95,500
INLAND
-122.23
37.45
29
1,617
235
758
246
7.7932
469,900
NEAR OCEAN
-117.9
33.91
26
2,885
476
1,227
439
4.9524
226,600
<1H OCEAN
-118.29
34.03
22
3,313
1,235
2,381
1,063
0.7473
168,800
<1H OCEAN
-122.85
38.46
22
3,328
550
1,309
512
4.7105
266,200
<1H OCEAN
-117.25
33.03
6
3,416
493
1,319
467
6.9326
324,600
NEAR OCEAN
-122.07
37.67
27
3,239
671
1,469
616
3.2465
230,600
NEAR BAY
-119.71
34.43
48
2,408
536
1,005
497
3.5213
458,600
<1H OCEAN
-118.22
33.82
30
1,680
469
1,779
429
3.6086
146,300
NEAR OCEAN
-117.13
32.76
33
1,591
461
794
425
2.6333
140,000
NEAR OCEAN
-121.82
37.81
12
4,711
659
2,089
621
8.3209
485,400
INLAND
-118.37
34.09
22
4,247
1,253
1,766
1,170
3.1517
341,700
<1H OCEAN
-121.25
38.05
25
1,967
362
1,035
361
3.5735
106,800
INLAND
-122.04
37.61
36
1,151
216
727
215
4.1719
187,000
NEAR BAY
-117.87
33.78
19
2,813
567
1,334
596
4.7208
173,500
<1H OCEAN
-118.46
33.99
37
1,828
460
1,075
453
4.337
360,600
<1H OCEAN
-118.4
33.85
29
2,085
533
919
489
5.6017
430,000
<1H OCEAN
-118.1
34.05
31
3,559
734
2,975
715
3.756
183,300
<1H OCEAN
-121.65
36.67
52
2,351
459
1,169
439
2.8924
169,600
<1H OCEAN
-118.38
34.18
44
901
179
473
179
3.3125
186,400
<1H OCEAN
-119.78
36.76
47
1,425
323
949
325
1.7344
51,300
INLAND
-118.21
33.89
39
1,565
364
1,389
360
2.7443
113,900
<1H OCEAN
-120.86
37.49
37
1,084
271
893
236
1.6213
69,500
INLAND
-124.16
40.95
20
1,075
214
529
196
3.1406
96,000
NEAR OCEAN
-116.78
33
7
12,480
1,946
5,102
1,697
5.5102
221,000
<1H OCEAN
-118.37
33.88
20
2,439
474
1,219
497
5.9619
335,900
<1H OCEAN
-118.21
34.14
25
1,908
628
1,412
588
2.2267
189,800
<1H OCEAN
-122.29
37.87
52
2,225
460
1,145
430
2.6165
150,000
NEAR BAY
-118.29
33.75
27
1,650
443
1,359
386
2.5795
192,400
NEAR OCEAN
-121.83
38.45
36
839
158
446
167
2.3438
122,700
INLAND
-117.02
36.4
19
619
239
490
164
2.1
14,999
INLAND
-118.34
33.95
33
1,923
459
1,412
361
5.4359
194,100
<1H OCEAN
-117.99
33.93
33
2,299
431
1,049
447
3.6458
208,100
<1H OCEAN
-118.28
34.05
41
1,075
597
2,260
614
1.3
162,500
<1H OCEAN
-120.37
40.17
21
789
141
406
146
2.1198
73,500
INLAND
-118.61
34.59
5
4,028
896
2,062
826
4.0579
167,100
INLAND
-117.9
33.91
36
1,376
257
687
221
3.5403
195,400
<1H OCEAN
-118.69
34.08
23
204
40
117
41
9.7646
500,001
NEAR OCEAN
-117.98
34
22
3,632
538
1,968
566
6.019
324,900
<1H OCEAN
-119.26
34.27
40
2,528
572
1,318
549
3.6413
212,700
NEAR OCEAN
-118.09
33.92
35
1,994
419
1,491
428
3.7383
166,200
<1H OCEAN
-118.21
33.94
40
2,227
594
2,244
580
2.4459
143,800
<1H OCEAN