Datasets:
kheejay88
/
phone_price_classification_test

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id
int64
1
1k
battery_power
int64
500
2k
blue
int64
0
1
clock_speed
float64
0.5
3
dual_sim
int64
0
1
fc
int64
0
19
four_g
int64
0
1
int_memory
int64
2
64
m_dep
float64
0.1
1
mobile_wt
int64
80
200
n_cores
int64
1
8
pc
int64
0
20
px_height
int64
0
1.91k
px_width
int64
501
2k
ram
int64
263
3.99k
sc_h
int64
5
19
sc_w
int64
0
18
talk_time
int64
2
20
three_g
int64
0
1
touch_screen
int64
0
1
wifi
int64
0
1
901
1,307
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902
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2.9
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2
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130
4
11
1,516
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845
14
6
4
0
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1
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904
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184
6
20
436
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1
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905
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2.6
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8
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16
1
1
1
906
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3
419
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1
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11
39
1,852
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7
1
0
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1
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45
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909
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4
1
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1
1
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12
2
2
1
1
1
913
915
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1
4
0
22
1
174
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12
748
1,840
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7
1
10
1
1
1
914
1,272
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0
1
1
50
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129
8
18
377
1,970
2,969
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2
10
1
0
1
915
646
1
2.3
1
15
1
10
0.9
180
8
17
673
1,135
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14
0
5
1
0
1
916
1,359
1
0.9
1
6
0
40
0.1
182
2
7
130
1,030
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14
18
0
1
1
917
1,691
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24
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3
762
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5
19
1
0
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12
214
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434
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2
16
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1
919
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1
1
60
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18
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4
8
1
0
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721
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1
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2
629
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1
6
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169
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20
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1,109
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6
1
1
1
922
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1.4
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5
1
21
0.5
107
2
17
625
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13
5
6
1
1
0
923
1,062
1
2.9
1
3
1
12
0.3
152
2
10
1,041
1,280
3,664
9
6
4
1
1
1
924
732
1
0.5
0
1
1
7
0.4
113
6
2
367
968
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2
19
1
1
1
925
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1
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62
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94
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1
1,117
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0
16
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0
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926
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1
1
9
1
45
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200
6
20
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13
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0
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14
4
1
1
1
928
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1
0
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14
349
541
2,565
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10
7
0
0
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1
1
59
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183
3
20
148
721
1,443
8
2
16
1
0
1
930
898
0
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0
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81
4
4
139
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5
0
4
1
0
0
931
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0
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48
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155
6
2
875
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7
19
1
0
1
932
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6
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2
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166
6
13
527
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8
6
1
0
1
933
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1
0
1
17
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115
1
6
689
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11
12
1
1
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934
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0
1
55
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149
5
0
405
727
3,346
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2
18
1
1
1
935
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0.5
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6
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3
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107
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10
1,345
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3
19
0
1
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936
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1
0
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3
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5
75
655
2,909
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1
4
1
1
0
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1
1
1
7
1
6
0.1
110
7
11
1,611
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14
19
1
0
0
938
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2.4
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6
0
23
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3
7
870
1,026
896
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9
10
0
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940
1
2
1
7
1
24
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1
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955
1,845
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1
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12
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7
824
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1
0
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1
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3
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1
1
0
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726
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0.5
1
1
1
6
0.7
183
5
2
114
628
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5
17
1
0
1
945
761
1
0.5
0
4
1
5
0.8
181
1
17
562
829
3,111
5
3
14
1
0
0
946
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2.6
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0
1
8
0.3
115
4
4
724
1,175
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8
7
13
1
0
1
947
871
1
1.7
1
0
0
56
0.6
124
6
2
483
1,045
1,794
13
4
4
1
1
0
948
1,347
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2.1
1
4
0
44
0.8
97
2
14
137
792
399
16
2
10
1
1
0
949
1,659
0
2.7
0
18
0
64
0.7
83
2
19
727
1,979
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10
9
13
1
0
1
950
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1.2
0
0
1
61
0.5
82
5
15
1,001
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1
2
1
1
0
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1
39
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7
101
718
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7
19
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1
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13
487
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5
0
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38
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10
711
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6
20
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1,053
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12
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3
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86
4
19
910
1,097
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17
6
7
1
0
1
955
1,772
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2.4
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5
0
8
0.1
135
3
13
1,337
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6
4
1
0
1
956
1,891
1
1.3
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23
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158
2
17
518
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5
10
1
0
0
957
937
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1
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6
919
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7
15
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34
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578
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2
9
1
1
0
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4
0
43
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101
6
11
876
880
3,856
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0
6
1
0
1
960
840
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1.6
1
0
0
7
0.9
147
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3
98
674
3,327
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6
12
0
0
1
961
710
1
2.3
1
1
1
24
0.4
153
2
3
1,714
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3,678
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4
18
1
1
1
962
623
1
0.5
1
5
1
29
0.9
134
3
10
273
1,814
717
12
5
13
1
0
0
963
700
1
1.3
0
2
0
40
0.1
150
8
11
612
1,325
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15
10
8
1
1
1
964
995
0
2.6
1
4
0
7
0.8
157
1
6
1,315
1,804
1,272
16
6
8
0
1
1
965
1,325
0
1.3
1
10
1
33
0.9
165
1
12
1,653
1,967
726
10
2
12
1
1
1
966
1,982
1
2.6
1
7
1
43
0.3
113
4
8
1,409
1,679
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9
2
8
1
1
0
967
1,401
0
2.7
0
0
0
16
0.1
187
5
4
975
1,028
2,668
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8
20
1
0
0
968
636
1
2.6
1
7
1
55
0.3
183
2
14
762
1,596
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10
7
10
1
1
1
969
1,637
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0.6
1
12
1
57
0.5
111
8
17
7
940
3,329
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9
6
1
1
0
970
1,036
0
0.9
0
16
0
9
0.2
119
3
18
70
502
299
11
8
16
1
1
0
971
1,247
1
2.1
0
10
1
63
0.1
116
4
12
170
1,028
2,999
9
3
20
1
1
0
972
1,207
0
1.1
1
9
1
56
0.1
141
6
11
93
560
2,293
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4
19
1
1
0
973
1,198
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0.5
1
0
0
31
0.6
125
7
7
546
1,223
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16
3
20
1
0
0
974
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1
0.5
0
0
0
44
0.2
169
4
4
841
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0
13
1
0
1
975
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0
1
1
8
0
58
0.9
145
4
14
1,080
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2,834
14
2
3
1
1
0
976
1,557
1
1.6
0
7
0
26
0.3
154
5
14
665
1,790
885
17
2
5
0
1
1
977
958
0
0.5
1
0
1
47
0.7
116
8
0
300
501
1,706
6
2
2
1
1
0
978
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2.1
1
0
0
17
0.1
127
8
5
280
1,171
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6
3
1
0
0
979
1,489
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0.5
1
7
0
60
0.8
197
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10
7
719
677
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2
11
1
0
1
980
1,980
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0.5
1
7
0
15
0.4
141
6
12
499
1,029
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2
11
1
1
0
981
1,235
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1.8
1
3
0
21
0.5
197
3
4
1,252
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464
14
2
17
0
1
1
982
829
0
2.6
1
11
1
10
0.1
132
2
13
349
833
975
12
6
8
1
1
1
983
1,998
1
0.5
0
6
0
47
0.2
182
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7
1,603
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4
9
1
0
1
984
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1.6
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6
1
3
0.7
156
5
16
1,196
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9
3
12
1
1
0
985
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0.5
1
1
1
12
1
97
1
18
855
1,199
2,461
9
4
9
1
1
0
986
971
1
2.1
0
9
0
7
0.3
143
4
17
1,074
1,885
811
18
2
13
1
1
0
987
991
0
2.6
0
0
0
19
0.5
133
7
2
516
767
1,358
16
14
20
0
1
0
988
905
0
1.9
1
11
1
12
0.7
173
7
12
410
1,021
852
19
0
3
1
1
0
989
1,653
1
1.3
0
0
0
49
0.7
99
7
4
206
936
377
9
7
10
1
0
0
990
635
1
1.9
1
0
1
57
1
136
6
11
1,257
1,597
3,954
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4
20
1
1
0
991
1,807
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1.2
0
4
0
37
0.8
162
1
11
246
932
2,741
7
1
9
1
1
1
992
1,797
1
2.6
0
4
0
42
0.6
174
3
20
57
1,169
3,359
16
6
18
1
1
1
993
1,895
0
0.5
1
0
1
62
0.9
99
2
0
1,019
1,698
2,563
10
8
13
1
0
1
994
567
1
2.7
1
14
1
56
0.4
165
8
17
555
1,290
336
7
6
7
1
1
1
995
936
1
1.4
1
0
0
46
0.8
139
2
0
265
886
684
8
5
12
1
1
1
996
1,700
1
1.9
0
0
1
54
0.5
170
7
17
644
913
2,121
14
8
15
1
1
0
997
609
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1.8
1
0
0
13
0.9
186
4
2
1,152
1,632
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8
1
19
0
1
1
998
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0
1.4
0
1
1
8
0.5
80
1
12
477
825
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5
0
14
1
0
0
999
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1
0.5
1
0
0
50
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171
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12
38
832
2,509
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11
6
0
1
0
1,000
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0.5
0
4
1
35
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140
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19
457
608
2,828
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2
3
1
0
1