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
-122.23
37.88
41
880
129
322
126
8.3252
452,600
NEAR BAY
-122.22
37.86
21
7,099
1,106
2,401
1,138
8.3014
358,500
NEAR BAY
-122.24
37.85
52
1,467
190
496
177
7.2574
352,100
NEAR BAY
-122.25
37.85
52
1,274
235
558
219
5.6431
341,300
NEAR BAY
-122.25
37.85
52
1,627
280
565
259
3.8462
342,200
NEAR BAY
-122.25
37.85
52
919
213
413
193
4.0368
269,700
NEAR BAY
-122.25
37.84
52
2,535
489
1,094
514
3.6591
299,200
NEAR BAY
-122.25
37.84
52
3,104
687
1,157
647
3.12
241,400
NEAR BAY
-122.26
37.84
42
2,555
665
1,206
595
2.0804
226,700
NEAR BAY
-122.25
37.84
52
3,549
707
1,551
714
3.6912
261,100
NEAR BAY
-122.26
37.85
52
2,202
434
910
402
3.2031
281,500
NEAR BAY
-122.26
37.85
52
3,503
752
1,504
734
3.2705
241,800
NEAR BAY
-122.26
37.85
52
2,491
474
1,098
468
3.075
213,500
NEAR BAY
-122.26
37.84
52
696
191
345
174
2.6736
191,300
NEAR BAY
-122.26
37.85
52
2,643
626
1,212
620
1.9167
159,200
NEAR BAY
-122.26
37.85
50
1,120
283
697
264
2.125
140,000
NEAR BAY
-122.27
37.85
52
1,966
347
793
331
2.775
152,500
NEAR BAY
-122.27
37.85
52
1,228
293
648
303
2.1202
155,500
NEAR BAY
-122.26
37.84
50
2,239
455
990
419
1.9911
158,700
NEAR BAY
-122.27
37.84
52
1,503
298
690
275
2.6033
162,900
NEAR BAY
-122.27
37.85
40
751
184
409
166
1.3578
147,500
NEAR BAY
-122.27
37.85
42
1,639
367
929
366
1.7135
159,800
NEAR BAY
-122.27
37.84
52
2,436
541
1,015
478
1.725
113,900
NEAR BAY
-122.27
37.84
52
1,688
337
853
325
2.1806
99,700
NEAR BAY
-122.27
37.84
52
2,224
437
1,006
422
2.6
132,600
NEAR BAY
-122.28
37.85
41
535
123
317
119
2.4038
107,500
NEAR BAY
-122.28
37.85
49
1,130
244
607
239
2.4597
93,800
NEAR BAY
-122.28
37.85
52
1,898
421
1,102
397
1.808
105,500
NEAR BAY
-122.28
37.84
50
2,082
492
1,131
473
1.6424
108,900
NEAR BAY
-122.28
37.84
52
729
160
395
155
1.6875
132,000
NEAR BAY
-122.28
37.84
49
1,916
447
863
378
1.9274
122,300
NEAR BAY
-122.28
37.84
52
2,153
481
1,168
441
1.9615
115,200
NEAR BAY
-122.27
37.84
48
1,922
409
1,026
335
1.7969
110,400
NEAR BAY
-122.27
37.83
49
1,655
366
754
329
1.375
104,900
NEAR BAY
-122.27
37.83
51
2,665
574
1,258
536
2.7303
109,700
NEAR BAY
-122.27
37.83
49
1,215
282
570
264
1.4861
97,200
NEAR BAY
-122.27
37.83
48
1,798
432
987
374
1.0972
104,500
NEAR BAY
-122.28
37.83
52
1,511
390
901
403
1.4103
103,900
NEAR BAY
-122.26
37.83
52
1,470
330
689
309
3.48
191,400
NEAR BAY
-122.26
37.83
52
2,432
715
1,377
696
2.5898
176,000
NEAR BAY
-122.26
37.83
52
1,665
419
946
395
2.0978
155,400
NEAR BAY
-122.26
37.83
51
936
311
517
249
1.2852
150,000
NEAR BAY
-122.26
37.84
49
713
202
462
189
1.025
118,800
NEAR BAY
-122.26
37.84
52
950
202
467
198
3.9643
188,800
NEAR BAY
-122.26
37.83
52
1,443
311
660
292
3.0125
184,400
NEAR BAY
-122.26
37.83
52
1,656
420
718
382
2.6768
182,300
NEAR BAY
-122.26
37.83
50
1,125
322
616
304
2.026
142,500
NEAR BAY
-122.27
37.82
43
1,007
312
558
253
1.7348
137,500
NEAR BAY
-122.26
37.82
40
624
195
423
160
0.9506
187,500
NEAR BAY
-122.27
37.82
40
946
375
700
352
1.775
112,500
NEAR BAY
-122.27
37.82
21
896
453
735
438
0.9218
171,900
NEAR BAY
-122.27
37.82
43
1,868
456
1,061
407
1.5045
93,800
NEAR BAY
-122.27
37.82
41
3,221
853
1,959
720
1.1108
97,500
NEAR BAY
-122.27
37.82
52
1,630
456
1,162
400
1.2475
104,200
NEAR BAY
-122.28
37.82
52
1,170
235
701
233
1.6098
87,500
NEAR BAY
-122.28
37.82
52
945
243
576
220
1.4113
83,100
NEAR BAY
-122.28
37.82
52
1,238
288
622
259
1.5057
87,500
NEAR BAY
-122.28
37.82
52
1,489
335
728
244
0.8172
85,300
NEAR BAY
-122.28
37.82
52
1,387
341
1,074
304
1.2171
80,300
NEAR BAY
-122.29
37.82
2
158
43
94
57
2.5625
60,000
NEAR BAY
-122.29
37.83
52
1,121
211
554
187
3.3929
75,700
NEAR BAY
-122.29
37.82
49
135
29
86
23
6.1183
75,000
NEAR BAY
-122.29
37.81
50
760
190
377
122
0.9011
86,100
NEAR BAY
-122.3
37.81
52
1,224
237
521
159
1.191
76,100
NEAR BAY
-122.3
37.81
48
828
182
392
133
2.5938
73,500
NEAR BAY
-122.3
37.81
52
1,010
209
604
187
1.1667
78,400
NEAR BAY
-122.3
37.81
48
1,455
354
788
332
0.8056
84,400
NEAR BAY
-122.29
37.8
52
1,027
244
492
147
2.6094
81,300
NEAR BAY
-122.3
37.81
52
572
109
274
82
1.8516
85,000
NEAR BAY
-122.29
37.81
46
2,801
644
1,823
611
0.9802
129,200
NEAR BAY
-122.29
37.81
26
768
152
392
127
1.7719
82,500
NEAR BAY
-122.29
37.81
46
935
297
582
277
0.7286
95,200
NEAR BAY
-122.29
37.81
49
844
204
560
152
1.75
75,000
NEAR BAY
-122.29
37.81
46
12
4
18
7
0.4999
67,500
NEAR BAY
-122.29
37.81
20
835
161
290
133
2.483
137,500
NEAR BAY
-122.28
37.81
17
1,237
462
762
439
0.9241
177,500
NEAR BAY
-122.28
37.81
36
2,914
562
1,236
509
2.4464
102,100
NEAR BAY
-122.28
37.81
19
1,207
243
721
207
1.1111
108,300
NEAR BAY
-122.29
37.81
23
1,745
374
1,054
325
0.8026
112,500
NEAR BAY
-122.28
37.8
38
684
176
344
155
2.0114
131,300
NEAR BAY
-122.28
37.81
17
924
289
609
289
1.5
162,500
NEAR BAY
-122.27
37.81
52
210
56
183
56
1.1667
112,500
NEAR BAY
-122.28
37.81
52
340
97
200
87
1.5208
112,500
NEAR BAY
-122.28
37.81
52
386
164
346
155
0.8075
137,500
NEAR BAY
-122.28
37.81
35
948
184
467
169
1.8088
118,800
NEAR BAY
-122.28
37.81
52
773
143
377
115
2.4083
98,200
NEAR BAY
-122.27
37.81
40
880
451
582
380
0.977
118,800
NEAR BAY
-122.27
37.81
10
875
348
546
330
0.76
162,500
NEAR BAY
-122.27
37.8
10
105
42
125
39
0.9722
137,500
NEAR BAY
-122.27
37.8
52
249
78
396
85
1.2434
500,001
NEAR BAY
-122.27
37.8
16
994
392
800
362
2.0938
162,500
NEAR BAY
-122.28
37.8
52
215
87
904
88
0.8668
137,500
NEAR BAY
-122.28
37.8
52
96
31
191
34
0.75
162,500
NEAR BAY
-122.27
37.79
27
1,055
347
718
302
2.6354
187,500
NEAR BAY
-122.27
37.8
39
1,715
623
1,327
467
1.8477
179,200
NEAR BAY
-122.26
37.8
36
5,329
2,477
3,469
2,323
2.0096
130,000
NEAR BAY
-122.26
37.82
31
4,596
1,331
2,048
1,180
2.8345
183,800
NEAR BAY
-122.26
37.81
29
335
107
202
91
2.0062
125,000
NEAR BAY
-122.26
37.82
22
3,682
1,270
2,024
1,250
1.2185
170,000
NEAR BAY
-122.26
37.82
37
3,633
1,085
1,838
980
2.6104
193,100
NEAR BAY

Dataset Card for Housing

This dataset is from https://github.com/ageron/data/

Dataset Description

This dataset is for CS482 Assignment 1

  • Curated by: Aman Mangukiya

Dataset Sources

Repository: https://github.com/ageron/data/tree/main/housing

Dataset Card Authors

Aman Mangukiya

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