Datasets:
zokaityte
/
sample_dataset_1

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1
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Flow Duration
int64
1
119M
Tot Fwd Pkts
int64
1
122
Tot Bwd Pkts
int64
0
225
TotLen Fwd Pkts
int64
0
14.5k
TotLen Bwd Pkts
int64
0
280k
Fwd Pkt Len Max
int64
0
1.32k
Fwd Pkt Len Min
int64
0
77
Fwd Pkt Len Mean
float64
0
314
Fwd Pkt Len Std
float64
0
567
Bwd Pkt Len Max
int64
0
1.46k
Bwd Pkt Len Min
int64
0
305
Bwd Pkt Len Mean
float64
0
1.31k
Bwd Pkt Len Std
float64
0
759
Flow Byts/s
float64
0
31M
Flow Pkts/s
float64
0.03
2M
Flow IAT Mean
float64
1
56.6M
Flow IAT Std
float64
0
79.9M
Flow IAT Max
int64
1
113M
Flow IAT Min
int64
0
56.3M
Fwd IAT Tot
int64
0
119M
Fwd IAT Mean
float64
0
56.3M
Fwd IAT Std
float64
0
49.7M
Fwd IAT Max
int64
0
99.4M
Fwd IAT Min
int64
0
56.3M
Bwd IAT Tot
int64
0
119M
Bwd IAT Mean
float64
0
19.6M
Bwd IAT Std
float64
0
30.3M
Bwd IAT Max
int64
0
59M
Bwd IAT Min
int64
0
8.41M
Fwd PSH Flags
int64
0
1
Fwd Header Len
int64
0
2.98k
Bwd Header Len
int64
0
4.56k
Fwd Pkts/s
float64
0.02
2M
Bwd Pkts/s
float64
0
1M
Pkt Len Min
int64
0
77
Pkt Len Max
int64
0
1.46k
Pkt Len Mean
float64
0
939
Pkt Len Std
float64
0
710
Pkt Len Var
float64
0
504k
FIN Flag Cnt
int64
0
1
SYN Flag Cnt
int64
0
1
RST Flag Cnt
int64
0
1
PSH Flag Cnt
int64
0
1
ACK Flag Cnt
int64
0
1
URG Flag Cnt
int64
0
1
ECE Flag Cnt
int64
0
1
Down/Up Ratio
int64
0
6
Pkt Size Avg
float64
0
947
Fwd Seg Size Avg
float64
0
314
Bwd Seg Size Avg
float64
0
1.31k
Subflow Fwd Pkts
int64
1
122
Subflow Fwd Byts
int64
0
14.5k
Subflow Bwd Pkts
int64
0
225
Subflow Bwd Byts
int64
0
280k
Init Fwd Win Byts
int64
-1
64.9k
Init Bwd Win Byts
int64
-1
64k
Fwd Act Data Pkts
int64
0
20
Active Mean
float64
0
7.02M
Active Std
float64
0
2.76M
Active Max
int64
0
9.15M
Active Min
int64
0
7.02M
Idle Mean
float64
0
113M
Idle Std
float64
0
30.2M
Idle Max
int64
0
113M
Idle Min
int64
0
113M
Label
int64
0
2
63,263
3
4
437
860
437
0
145.666667
252.302068
860
0
215
430
20,501.71506
110.649195
10,543.83333
11,563.12977
23,209
33
39,337
19,668.5
4,939.140867
23,161
16,176
40,135
13,378.33333
22,551.91305
39,418
157
0
72
92
47.421083
63.228111
0
860
162.125
320.778712
102,898.9821
0
0
0
1
0
0
0
1
185.285714
145.666667
215
3
437
4
860
8,192
31
1
0
0
0
0
0
0
0
0
0
216,938
3
1
0
0
0
0
0
0
0
0
0
0
0
18.438448
72,312.66667
125,082.072
216,745
73
216,938
108,469
153,295.0933
216,865
73
0
0
0
0
0
0
72
32
13.828836
4.609612
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
0
3
0
1
0
8,192
8,192
0
0
0
0
0
0
0
0
0
0
314
1
1
36
52
36
36
36
0
52
52
52
0
280,254.7771
6,369.426752
314
0
314
314
0
0
0
0
0
0
0
0
0
0
0
8
8
3,184.713376
3,184.713376
36
52
41.333333
9.237604
85.333333
0
0
0
0
0
0
0
1
62
36
52
1
36
1
52
-1
-1
0
0
0
0
0
0
0
0
0
0
2
1
1
0
0
0
0
0
0
0
0
0
0
0
1,000,000
2
0
2
2
0
0
0
0
0
0
0
0
0
0
0
40
20
500,000
500,000
0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
26,883
0
0
0
0
0
0
0
0
0
0
1
7
1
1
0
0
0
0
0
0
0
0
0
0
0
285,714.2857
7
0
7
7
0
0
0
0
0
0
0
0
0
0
0
32
32
142,857.1429
142,857.1429
0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
1
0
1
0
241
230
0
0
0
0
0
0
0
0
0
2
173
2
0
0
0
0
0
0
0
0
0
0
0
0
11,560.69364
173
0
173
173
173
173
0
173
173
0
0
0
0
0
0
40
0
11,560.69364
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2
0
0
0
255
-1
0
0
0
0
0
0
0
0
0
0
5,248,759
4
4
97
232
97
0
24.25
48.5
232
0
58
116
62.681483
1.52417
749,822.7143
1,956,576.449
5,186,619
37
62,140
20,713.33333
35,597.72651
61,818
107
5,248,581
1,749,527
3,029,785.545
5,248,022
252
0
92
92
0.762085
0.762085
0
232
36.555556
80.004861
6,400.777778
0
0
0
1
0
0
0
1
41.125
24.25
58
4
97
4
232
8,192
141
1
0
0
0
0
0
0
0
0
0
370,464
24
22
1,928
2,665
640
0
80.333333
133.958679
976
0
121.136364
258.64156
12,397.96579
124.16861
8,232.533333
17,461.97588
77,293
4
370,413
16,104.91304
24,463.38091
77,293
104
370,445
17,640.2381
32,986.3298
114,741
13
0
776
712
64.783623
59.384987
0
976
97.723404
200.347817
40,139.24792
0
0
0
1
0
0
0
0
99.847826
80.333333
121.136364
24
1,928
22
2,665
26,883
230
16
0
0
0
0
0
0
0
0
2
5,780,151
10
10
1,213
1,874
661
0
121.3
201.677438
1,173
0
187.4
365.399386
534.069093
3.460117
304,218.4737
694,788.6694
3,011,414
4
5,780,151
642,239
983,110.4515
3,072,884
4
5,558,324
617,591.5556
935,476.1663
3,011,414
76,300
0
224
236
1.730059
1.730059
0
1,173
147
283.923405
80,612.5
0
0
1
1
0
0
1
1
154.35
121.3
187.4
10
1,213
10
1,874
8,192
62,872
6
0
0
0
0
0
0
0
0
0
2
1
1
0
0
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0
1,000,000
2
0
2
2
0
0
0
0
0
0
0
0
0
0
0
40
20
500,000
500,000
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0
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0
0
0
0
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1
0
0
0
1
0
0
0
1
0
1
0
26,883
0
0
0
0
0
0
0
0
0
0
1
708,296
6
5
1,453
338
1,084
0
242.166667
417.138067
145
0
67.6
69.75887
2,528.603861
15.53023
70,829.6
80,178.56293
161,570
4
645,870
129,174
72,208.36784
161,680
4
708,233
177,058.25
31,125.38168
223,745
161,165
0
132
112
8.471035
7.059196
0
1,084
149.25
301.043073
90,626.93182
0
0
0
1
0
0
0
0
162.818182
242.166667
67.6
6
1,453
5
338
8,192
251
4
0
0
0
0
0
0
0
0
0
117,866,255
23
30
892
30,368
253
0
38.782609
75.296962
1,460
0
1,012.266667
650.712815
265.215858
0.449662
2,266,658.75
11,421,268.87
58,955,849
1
117,866,255
5,357,557.045
17,304,562.11
58,955,849
32
117,789,420
4,061,704.138
15,179,913.64
58,967,845
1
0
472
612
0.195136
0.254526
0
1,460
578.888889
687.94418
473,267.195
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0
0
1
0
0
0
1
589.811321
38.782609
1,012.266667
23
892
30
30,368
8,192
127
7
73,284.5
6,100.210201
77,598
68,971
58,821,047.5
190,638.1095
58,955,849
58,686,246
0
3,462
1
1
49
110
49
49
49
0
110
110
110
0
45,927.20971
577.700751
3,462
0
3,462
3,462
0
0
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0
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0
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0
8
8
288.850376
288.850376
49
110
69.333333
35.218366
1,240.333333
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1
104
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110
1
49
1
110
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24
1
1
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24
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41,666.66667
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375,537
25
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1,960
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640
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78.4
132.383282
976
0
133.25
268.771254
12,315.69725
119.828406
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20,166.90421
90,043
5
375,463
15,644.29167
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200
375,518
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33,352.78636
97,660
12
0
808
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100.543478
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102.777778
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2
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1
1
41
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41
41
41
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57
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0
92,803.0303
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1,056
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8
946.969697
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46.333333
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69.5
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1
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1
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32
2
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62,500
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32
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32
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7
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225.857143
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4
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4
15,792,902
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390,119
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0
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389,976
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104.022727
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2
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0
133.25
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1
364,287
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0
712
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107.186047
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133.25
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712
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310,910
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976
0
121.136364
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67,803
3
310,869
14,803.28571
23,900.73206
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283
310,907
14,805.09524
29,952.56548
105,135
8
0
712
712
70.760027
70.760027
0
976
102.066667
203.740968
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0
0
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1
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1
104.386364
87.636364
121.136364
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1,928
22
2,665
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230
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2
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1,000,000
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2
2
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40
20
500,000
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26,883
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1
15,942,962
11
7
1,128
1,581
661
0
102.545455
197.561314
1,173
0
225.857143
430.098604
169.918237
1.129025
937,821.2941
2,617,455.128
10,999,817
70
15,942,962
1,594,296.2
3,340,088.572
10,999,817
70
15,371,879
2,561,979.833
4,409,422.753
11,497,416
305,424
0
232
152
0.68996
0.439065
0
1,173
142.578947
296.9024
88,151.03509
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0
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1
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0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
26,883
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0
0
0
0
0
1
2
1
1
0
0
0
0
0
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0
0
0
0
1,000,000
2
0
2
2
0
0
0
0
0
0
0
0
0
0
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40
20
500,000
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0
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0
0
0
0
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1
0
0
0
1
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0
0
1
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26,883
0
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0
0
1
116,873,315
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24
1,759
10,077
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0
70.36
194.523966
1,460
0
419.875
590.652131
101.272048
0.419257
2,434,860.729
4,245,491.829
10,014,466
1
116,873,315
4,869,721.458
4,975,500.162
10,046,614
18
111,509,902
4,848,256.609
5,089,800.615
10,046,710
1
0
512
624
0.213907
0.205351
0
1,460
236.72
462.583342
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0
0
0
1
0
0
0
0
241.55102
70.36
419.875
25
1,759
24
10,077
8,192
1,037
16
115,840.1667
289,560.4283
1,035,318
32,148
9,623,601.25
1,352,410.883
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5,329,121
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1
2
0
0
0
0
0
0
0
0
0
0
0
0
2,000,000
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0
1
1
1
1
0
1
1
0
0
0
0
0
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40
0
2,000,000
0
0
0
0
0
0
0
0
0
0
1
0
0
0
0
0
0
2
0
0
0
176
-1
0
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0
0
0
625
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0
0
0
0
0
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0
0
3,200
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625
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625
625
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40
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3,200
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0
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1
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2
0
0
0
279
-1
0
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0
0
0
0
0
1,142,541
6
5
455
338
140
0
75.833333
62.936211
145
0
67.6
69.75887
694.066996
9.627663
114,254.1
146,819.8344
285,701
78
1,142,459
228,491.8
126,230.2006
285,809
2,688
1,142,463
285,615.75
708.864526
286,532
285,055
0
132
112
5.251453
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145
66.083333
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0
0
1
0
0
0
0
72.090909
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67.6
6
455
5
338
8,192
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4
0
0
0
0
0
0
0
0
0
6
1
1
0
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0
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0
0
0
333,333.3333
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0
6
6
0
0
0
0
0
0
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0
0
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0
32
32
166,666.6667
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0
0
0
0
0
0
0
0
0
1
1
0
1
0
0
0
1
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1
0
241
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2
54,015,856
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0
0
0
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0
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0
0.037026
54,015,856
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54,015,856
54,015,856
54,015,856
54,015,856
0
54,015,856
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0
0
0
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40
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0.037026
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0
0
0
0
0
0
0
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1
0
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0
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0
2
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279
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0
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0
0
0
0
0
0
0
0
19
1
1
0
0
0
0
0
0
0
0
0
0
0
105,263.1579
19
0
19
19
0
0
0
0
0
0
0
0
0
0
0
40
20
52,631.57895
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0
0
0
0
0
0
0
0
1
0
0
0
1
0
0
0
1
0
1
0
26,883
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0
0
0
0
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1
1,186,558
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7
1,138
1,581
677
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142.25
227.74657
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0
225.857143
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2,291.501975
12.641607
84,754.14286
250,647.7193
953,582
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1,186,558
169,508.2857
377,856.7241
1,026,140
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1,169,204
194,867.3333
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19,866
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172
152
6.74219
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1,173
169.9375
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0
1
1
0
0
1
0
181.266667
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225.857143
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1,138
7
1,581
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0
0
0
0
0
0
0
0
0
25,481
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1
42
141
42
42
42
0
141
141
141
0
7,181.82175
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0
25,481
25,481
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0
0
0
0
0
0
0
0
0
0
8
8
39.244928
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141
75
57.157677
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0
0
0
0
0
0
1
112.5
42
141
1
42
1
141
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0
0
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0