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
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559
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15
667
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13
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51
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4
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1
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463
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5
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4
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325
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1
6
1
0
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114
1,795
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0.6
1
10
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52
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16
855
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17
2
1
0
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1.6
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3
1
2
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159
7
6
912
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5
11
1
0
0
116
1,376
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2.8
0
3
1
38
0.1
195
2
4
492
1,110
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2
13
1
0
0
117
1,981
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0.5
0
2
0
19
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123
7
3
605
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0
2
1
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3
17
401
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5
0
1
1
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10
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8
17
366
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6
3
1
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16
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2
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2.1
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25
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147
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11
573
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3
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1
1
1
122
955
0
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1
0
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1
1
261
538
3,758
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3
18
1
1
1
123
517
0
1.5
1
3
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38
0.1
97
7
4
680
1,138
2,747
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5
2
0
1
1
124
1,806
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2
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5
7
280
683
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6
6
1
1
1
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1,348
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565
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1
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18
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1
8
1
1
1
128
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3
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24
1
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8
5
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557
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23
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5
1
1,264
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2
7
1
1
0
130
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4
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31
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130
2
5
1,816
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10
9
0
1
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1,051
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7
9
108
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305
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0
3
1
1
1
132
1,857
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0
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1,328
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133
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24
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9
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3
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1
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591
1
0.7
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1
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21
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6
7
361
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2,220
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1
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5
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923
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3
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9
9
1
1
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9
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7
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1
1
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723
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14
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0
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1,251
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3
1
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4
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1
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1
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574
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1
1
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7
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5
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1
17
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6
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14
1
57
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6
18
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4
1
1
0
145
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3
1
0
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35
708
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2.5
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9
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1,524
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15
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838
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7
0
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17
495
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3
9
0
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1,045
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1.6
0
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1
58
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177
4
12
1,212
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15
11
1
1
0
150
1,483
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0.8
0
4
1
61
0.6
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10
655
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8
20
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0
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976
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5
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14
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2
6
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1
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2
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4
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15
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1
20
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154
624
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14
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192
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16
102
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10
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1
1
155
1,963
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1
38
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3
15
948
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0
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1
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1,307
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0.5
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0
1
4
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1
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4
19
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1
1
157
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0.5
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6
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23
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7
1,286
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10
19
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5
264
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2
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75
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4
7
1
1
1
160
1,004
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1
7
1
8
0.8
97
2
9
461
919
3,895
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13
20
1
1
0
161
1,483
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1.2
1
10
1
38
0.1
87
5
14
321
1,410
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17
9
16
1
1
0
162
945
0
2.4
0
3
0
47
0.4
141
2
11
120
1,341
2,904
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14
5
0
0
0
163
1,081
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3
0
7
1
17
0.1
89
5
17
174
1,683
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15
16
1
1
0
164
1,012
0
2.8
1
6
1
32
0.9
87
3
14
1,341
1,997
3,034
17
5
10
1
1
0
165
1,762
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1
0
5
0
50
0.9
104
3
12
1,337
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19
18
15
0
0
1
166
796
1
2.3
1
1
1
36
0.3
127
8
14
494
935
3,932
5
1
5
1
1
1
167
1,547
0
2.5
0
12
1
50
1
98
5
16
849
1,024
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17
2
17
1
1
1
168
988
0
1.6
0
6
1
12
0.8
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4
8
644
1,291
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9
1
17
1
0
1
169
1,180
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3
0
7
1
43
0.8
102
1
16
1,557
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3,510
9
5
13
1
1
1
170
852
1
1.9
0
3
1
3
0.5
161
2
4
376
872
542
14
9
9
1
0
1
171
607
1
0.8
0
1
1
18
0.2
146
7
3
151
532
550
12
1
12
1
0
1
172
1,765
0
0.5
0
0
0
24
0.4
135
1
0
450
830
791
5
1
4
1
0
1
173
1,250
0
0.5
0
18
0
63
0.7
165
1
19
1,336
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6
7
0
1
0
174
1,577
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2.6
1
0
0
55
0.5
109
5
0
1,411
1,718
609
6
0
20
1
1
1
175
1,153
1
0.5
1
5
0
14
0.2
135
5
6
742
1,236
263
19
10
14
1
0
1
176
651
1
0.7
0
0
0
35
0.4
113
7
5
1,046
1,414
2,141
13
4
19
1
1
1
177
1,186
1
2.3
1
1
0
25
0.1
88
4
7
85
1,012
1,270
18
9
17
0
1
0
178
1,429
1
2.5
0
6
0
33
0.1
121
5
7
889
1,846
403
11
6
18
1
1
1
179
556
0
0.9
0
4
1
10
0.8
135
8
12
182
688
2,040
13
12
2
1
0
0
180
1,735
1
2.7
0
5
1
21
0.1
126
3
8
282
1,261
2,597
16
12
8
1
0
1
181
1,859
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0.7
0
8
1
42
0.1
127
2
16
1,168
1,612
714
19
7
16
1
0
1
182
915
0
1.3
0
3
0
10
0.1
188
2
5
74
1,266
423
13
3
14
0
1
1
183
890
0
0.5
0
5
0
9
0.4
113
1
10
457
1,134
1,238
6
2
17
0
0
1
184
758
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2.8
0
13
0
48
0.7
101
3
18
1,842
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926
9
5
18
0
0
0
185
541
0
2.1
0
0
1
28
0.4
156
7
4
103
1,039
2,704
14
0
5
1
1
0
186
586
0
2.9
1
6
1
33
0.2
195
8
17
1,470
1,644
2,817
5
2
5
1
1
1
187
762
1
0.6
1
11
1
39
0.7
164
1
14
1,065
1,686
2,271
12
7
8
1
1
0
188
683
0
0.5
1
0
1
9
0.8
186
7
3
1,466
1,754
1,513
6
5
19
1
0
0
189
1,526
0
0.7
1
10
0
39
0.4
125
3
20
563
1,439
339
10
9
19
1
0
1
190
1,771
1
2.4
0
6
0
39
0.7
188
2
9
460
1,203
794
9
1
16
1
1
1
191
639
0
1.3
0
5
0
28
0.9
113
7
16
983
1,369
391
6
2
12
0
0
1
192
1,783
1
0.9
0
7
1
23
0.9
137
2
8
1,114
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541
9
5
11
1
1
0
193
1,933
0
1.2
0
16
1
55
0.2
166
5
20
729
1,248
648
10
7
13
1
1
0
194
1,384
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1.3
1
3
1
62
0.4
153
1
5
1,240
1,393
3,386
19
1
2
1
1
0
195
1,770
0
2.6
0
12
0
26
0.5
80
1
17
98
1,724
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6
14
0
0
0
196
1,202
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0.8
0
2
0
49
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131
1
8
197
1,435
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15
13
7
1
1
1
197
885
0
0.5
1
2
0
3
0.5
163
7
8
813
1,666
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5
1
13
0
0
1
198
1,629
1
2.3
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2
1
2
0.8
86
6
19
1,055
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2,178
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10
18
1
1
0
199
1,072
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0.5
1
6
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4
0.5
92
1
12
1,019
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5
13
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0
1
200
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1
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159
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4
19
1
1
0