People Power1.What is the purpose of the event specifications gu.docx

People Power
1.What is the purpose of the event specifications guide (ESG)
and who should receive a copy of it?
Who should be present at the pre-convention meeting and why?
Event Technology
2.A meeting professional needs to inform attendees that a
speaker session has been moved from one room to another the
morning of the session. Describe three ways event technology
can be used to alert attendees.
3.What is the purpose of using technology on site? Please list at
least three new onsite technologies tools have been applied to
meeting industry.
Legal issues:
4.What are some of the challenges with attrition and
cancellation that meeting professionals often confront? Please
list three challenges and explain each one.
5.What does event insurance cover? Please list three event
insurance coverages and explain each one.
Green Meetings:
6.What are the strategies meeting manager can use to operate a
green meeting (at least 3 strategies)? Please explain each one.
7.How can meeting managers involve attendees in green efforts
at facilities?
8.Meeting managers can require green efforts in the facilities
they utilize. How can facilities encourage meeting managers to
hold green meetings?
Closing the meeting:
9.Closing the meeting is usually a very busy time, with
everyone anxious to leave. The meeting staff is tired and wants
to return home. Please list and briefly introduce actions to take,

when close the meeting (at least four actions).
10.What are the differences between “tip” and “gratuity”? What
are the criteria help event operator to determine the amount of
tip for each individual?
11.What are the guidelines to organize a post-convention
meeting?
Getting Started
Getting Started
In this practice you will be working with a variation of the
flight data in the workbook entitled
Data_Blending_Practice_Starter_File.
Save the workbook to your desktop or a USB drive.
Delays Due to Visibility
Delay Created by Visibility Issues
We’re interested in exploring the relationship between
Visibility (Visibility in the ORD Weather data) and Actual
Delay at the scheduled departure time (CRS_DEP_TIME in the
ORD_Analysis data).
Working in the ORD_Analysis worksheet, add a column after
the one you added for WEATHER_ISSUES, name it
DEP_VISIBILITY.
Assign the Range Name W_VISIBILITY to the Visibility
column data in the ORD_Weather Tab.
Populate the DEP_VISIBILITY column from the range
W_VISIBILITY using an array formulaand the same formula
elements (IF, MATCH, INDEX) used to bring in the Weather
information at CRS_DEP_TIME referencing W_VISIBILITY.

Use the IFNA function to resolve the #NA issues that resulted
from your formula.
Create a Scatter Plot, in a new worksheet entitled Visibility vs
Delay, with VISIBILITY as the y-axis, and ACTUAL_DELAY
as the x-axis. It should resemble the chart below. (NOTE: You
can't create a scatterplot by inserting a pivot chart. Check
Lynda or your favorite internet search engine for how to insert a
scatterplot.)
What conclusions can you make? Are there any surprises?
Visibility vs Delay
Visibility vs Delay 0 0 0 176 4 7 0 0 0
0 0 0 0 0 0 3 0 0 0 0 81
0 34 20 27 0 0 0 0 39 0 0 0
0 20 0 0 0 7 0 0 8 50 0 0
0 0 1 0 19 0 0 0 15 0 0 0
0 7 7 0 0 0 0 0 0 7 98 0
0 27 0 0 0 0 0 0 0 0 0 0
0 0 31 64 0 1 116 21 23 5 11 0
99 0 24 258 18 0 0 0 25 0 0 0
0 0 0 0 26 0 185 0 0 24 0 0
0 0 0 0 0 0 0 0 0 6 23 37
0 0 0 0 13 49 28 0 0 0 0 0
12 0 12 5 0 0 0 0 0 0 0 2
0 3 9 0 0 0 0 0 0 0 0 9
28 0 70 0 196 22 7 0 169 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 28 0 0 310 0 0 7 0
9 8 0 0 12 0 23 26 60 12 0 0
0 18 0 0 0 0 118 0 0 2 1 0
22 0 0 0 0 0 12 0 0 0 0 0
0 4 0 0 0 0 0 0 0 0 73 0
0 0 25 0 6 0 0 0 0 0 0 0

0 13 0 9 0 0 0 8 78 0 5 0
9 0 3 195 0 57 0 46 0 0 0 4
5 0 0 18 4 4 0 0 0 0 26 0
0 0 0 0 40 0 19 22 7 0 9 0
0 0 10 0 34 0 0 0 53 0 0 0
8 0 0 0 0 30 0 0 0 0 0 5
0 15 0 0 22 0 0 0 0 31 0 54
60 0 36 113 0 0 0 0 0 110 0 0
0 0 0 0 64 0 0 3 0 0 0 0
0 0 0 0 19 156 0 0 16 0 75 0
0 0 21 0 0 78 9 28 122 7 0 0
188 0 0 3 0 0 0 0 33 25 0 88
0 6 2 0 0 0 0 0 0 7 0 0
0 68 0 0 50 0 15 1 0 0 133 13
0 0 0 0 0 0 26 0 0 7 41 19
0 0 0 153 0 0 0 0 0 0 0 0
0 0 6 14 0 9 12 2 0 0 8 0
0 0 2 0 0 0 0 0 0 0 0 0
0 0 0 0 35 0 35 0 0 0 0 0
0 0 0 0 0 134 0 9 31 0 0 54
0 0 0 40 0 16 0 0 0 0 0 0
3 42 0 0 153 0 9 7 0 7 0 0
0 0 0 21 2 0 0 0 0 18 0 0
0 55 0 0 0 0 0 0 0 16 0 0
0 0 33 21 0 0 0 34 33 0 0 5
0 0 0 0 10 0 0 0 0 0 0 0
0 0 52 0 0 32 11 5 37 0 95 0
0 3 0 61 0 0 0 0 0 0 4 0
0 22 6 0 0 0 38 0 0 0 1 9
0 0 0 0 0 0 0 0 4 0 0 0
0 0 42 0 0 15 0 0 0 18 0 0
0 0 11 0 28 18 10 0 0 8 0 0
0 18 0 0 0 0 0 7 0 0 18 24
0 0 0 0 1 0 0 0 0 96 0 0
0 0 0 13 0 0 0 0 4 0 0 0
0 6 0 0 14 0 1 19 31 17 0 12

0 0 31 1 0 0 9 0 152 0 0 0
0 0 0 0 0 5 32 23 0 0 31 0
15 160 20 20 0 0 0 4 0 0 0 10
0 0 0 0 3 0 0 35 0 0 0 0
6 0 0 0 0 0 0 0 0 0 0 0
0 6 0 0 0 8 0 5 0 0 0 0
0 60 21 0 0 0 23 0 0 0 41 0
0 0 0 47 0 0 0 0 0 0 0 0
0 0 0 0 29 0 0 0 15 0 0 0
0 0 0 0 0 0 0 0 0 0 14 3
0 0 4 0 0 0 0 0 3 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 1 0 0 0 0 0
59 0 0 1 0 0 0 0 6 17 0 20
0 22 1 3 0 0 0 0 0 28 0 0
0 1 0 0 0 0 0 105 1 0 0 0
25 0 1 3 0 0 16 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
3 0 60 0 0 0 0 13 0 0 0 0
0 0 0 0 0 6 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 6 0 0
0 0 0 0 0 10 0 112 0 4 0
251 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 17 147 0 45 0 0
0 0 2 0 1 0 10 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
11 0 154 8 0 20 0 0 0 1 0 43
0 26 0 2 0 0 106 90 17 37 40 0
0 0 0 0 0 0 0 94 0 0 0 0
0 8 0 0 0 0 21 0 11 0 0 8
0 0 0 0 0 0 0 0 7 0 0 0
0 60 15 0 0 0 0 55 0 3 67 0
0 0 0 0 290 0 1 31 46 0 0 3
0 0 98 0 137 0 12 0 3 0 12 0
106 0 0 0 0 11 0 0 0 9 18 0
0 0 0 0 0 1 0 0 0 30 4 0

9 19 0 0 19 0 0 0 0 0 0 0
0 0 0 5 4 109 0 5 0 74 12 18
0 0 0 0 0 0 27 25 0 0 0 0
0 0 0 0 0 0 0 0 0 0 9 6
0 0 5 0 0 0 0 0 0 0 3 0
14 0 0 0 0 1 0 0 0 0 12 32
20 0 0 16 0 0 0 0 0 0 0 0
16 0 120 1 0 0 0 0 0 56 6 0
0 0 0 0 0 0 0 0 0 7 6 34
0 0 0 0 0 24 0 0 0 0 0 0
0 9 0 29 0 0 0 0 4 3 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 1 0 0 0 0 0
0 0 0 0 76 0 0 8 7 0 0 0
0 0 0 0 0 13 0 0 0 0 0 0
18 0 0 9 0 0 98 10 0 71 0 0
14 0 0 0 5 6 11 0 37 0 0 23
0 0 5 65 39 0 0 9 0 0 0 0
0 0 33 0 0 0 26 0 2 0 5 22
4 0 0 20 0 0 5 2 2 183 67 8
8 0 0 0 0 0 0 0 26 33 36 2
3 0 0 0 0 0 0 0 84 4 0 0
0 36 60 0 56 25 0 0 16 144 0
105 0 0 12 0 0 0 48 0 0 0 0
0 181 16 137 0 0 23 0 10 0 0 6
32 0 40 0 0 67 0 0 14 54 0 0
80 23 0 0 0 0 17 0 5 0 0 1
1 3 0 0 0 9 0 0 0 0 22 0
0 0 0 10 0 1 0 0 0 7 156 4
68 0 0 0 0 0 0 220 0 0 0 0
59 0 0 0 24 0 0 0 7 0 54 0
0 21 41 9 0 18 26 18 3 0 34 8
22 0 79 0 31 0 5 57 0 0 0 0
0 0 0 0 22 0 0 34 0 0 0 0
15 100 1 0 0 0 0 27 2 2 0 0
51 12 3 36 93 0 6 22 0 43 0 0

7 30 0 4 0 0 0 18 48 0 69 32
0 58 102 37 1 199 0 0 0 0 16 60
0 0 13 14 52 73 0 14 3 0 15 16
17 26 0 16 13 21 0 0 0 19 49 38
0 0 3 36 143 0 32 13 61 55 0 24
0 23 39 35 27 9 64 6 130 20 0 91
0 0 0 0 0 0 1 15 2 3 33 9
8 5 104 30 41 12 23 0 0 12 91 79
21 38 53 18 0 8 24 2 17 178 56 38
9 0 70 10 11 48 50 95 30 47 61 15
28 49 37 0 12 10 24 0 87 32 33 34
63 39 72 0 3 37 0 3 8 243 27 45
68 0 8 111 126 39 70 67 4 21 0
101 45 24 9 5 90 16 63 0 86 87
102 0 225 72 0 0 143 6 10 21 0 48
13 0 0 0 221 65 185 40 61 0 36 6
16 29 12 39 22 76 17 152 12 83 78 41
45 4 0 197 0 12 48 75 128 0 86 55
58 17 39 17 0 0 10 79 20 27 125 7
15 10 22 19 10 27 3 0 47 147 93
110 99 96 112 94 94 37 96 23 64 57 40
55 18 4 71 30 43 0 79 7 23 15 0
66 99 35 50 59 2 0 22 94 18 98 0
27 42 0 16 24 0 17 44 0 8 0 36
0 5 17 4 0 4 0 11 0 93 0 0
1 1 0 0 54 0 0 0 0 0 0 11
0 0 54 31 0 0 0 0 0 47 0 0
5 0 0 0 0 0 0 0 0 0 0 15
0 0 0 0 0 33 0 0 0 13 0 0
0 0 0 27 0 0 0 0 0 0 90 0
0 0 9 3 0 6 12 0 0 0 0 0
0 0 4 0 0 0 0 0 0 0 24 0
4 0 106 0 0 0 26 0 0 1 0 0
0 0 0 4 0 0 0 1 0 12 0 0
0 0 0 0 0 22 28 144 0 0 0 5
0 0 0 0 0 0 0 0 11 0 1 50

0 0 0 0 0 0 19 0 0 20 106 0
0 0 0 0 0 0 0 0 0 1 12 48
0 0 0 0 18 18 0 57 114 49 33 0
0 0 0 7 0 0 13 96 0 0 11 0
0 0 27 31 0 0 19 21 27 0 0 50
9 0 0 0 0 11 0 40 7 0 18
144 11 11 0 0 38 9 0 3 0 65 17
0 49 2 0 91 0 0 0 2 46 0 1
90 53 0 14 40 0 0 3 42 0 8 47
1 34 0 0 0 0 105 5 29 10 14 67
16 0 4 0 0 202 0 40 11 34 103 0
0 0 3 19 0 0 4 16 0 86 6 32
0 0 0 13 51 0 0 9 27 0 5 7
0 93 4 0 23 0 45 0 31 0 4 0
80 38 38 0 8 0 0 44 13 2 0 0
0 0 71 0 0 0 0 149 2 77 0 0
55 3 34 0 0 0 8 0 0 14 51 7
0 30 0 28 0 13 0 10 32 28 0 36
49 15 4 6 0 4 9 73 0 22 0
109 0 106 44 36 49 84 0 0 18 39 0
12 40 20 43 19 9 46 21 15 92 11 0
68 75 4 0 4 0 0 0 8 0 0
165 20 0 0 0 135 14 0 21 0 65 0
3 52 0 0 7 0 0 0 0 0 20 10
23 0 0 0 0 9 0 103 119 12 1 0
0 0 149 59 0 0 4 17 0 17 0 35
4 0 0 0 0 6 0 87 0 4 0 0
12 0 26 0 0 21 27 0 0 0 0 0
27 0 30 0 19 0 22 85 95 0 8 0
0 0 7 43 0 0 0 0 20 10 139 0
0 20 0 28 0 26 0 18 5 0 28 21
21 0 0 43 27 0 0 2 0 0 0 0
0 29 15 11 0 38 8 1 0 26 21 25
24 21 0 37 22 76 1 23 0 0 45 0
21 54 0 0 105 99 24 0 14 60 66 18
2 0 13 14 34 0 67 12 41 31 17 0

2 0 0 0 0 0 18 66 0 18 8 0
16 0 13 0 0 0 0 7 0 0 0 21
0 0 0 125 21 0 0 0 0 0 126 0
0 7 0 0 49 0 0 0 39 0 0 86
54 0 0 25 13 61 0 27 27 0 52 16
0 20 0 0 46 0 63 11 24 126 0 0
27 0 14 38 0 0 74 66 1 0 22 45
12 36 10 0 45 47 18 15 18 66 43 2
0 18 0 19 38 32 17 5 31 0 78 63
0 0 37 0 0 0 47 49 0 0 139 51
6 9 0 0 0 0 5 0 0 0 2 0
0 7 0 0 0 0 19 13 0 0 6 10
0 14 0 0 0 1 0 0 0 0 0 0
0 0 0 0 5 0 0 0 21 36 8 26
0 0 22 0 0 63 0 3 0 0 14 0
0 0 141 0 16 0 15 0 8 0 10 0
0 20 9 0 0 0 3 0 0 21 0 0
0 3 0 0 0 0 0 31 0 0 0 0
5 9 0 0 0 0 0 0 0 3 2 1
0 0 0 0 0 0 0 0 0 48 4 0
21 0 15 29 0 3 58 0 0 4 0 0
17 0 0 0 0 0 0 0 3 25 16 0
0 0 0 20 0 0 3 0 24 0 0 13
0 0 126 0 0 14 0 0 0 10 5 0
0 5 5 0 0 0 0 0 0 0 0 0
0 0 0 0 0 21 0 7 0 181 61 0
0 0 0 0 4 9 0 8 0 25 0 0
2 0 45 3 14 0 0 14 0 6 0 0
0 0 0 0 16 0 0 0 0 4 233 37
0 0 18 0 15 0 0 0 0 0 0 0
0 0 18 0 23 0 24 0 0 0 0 74
0 0 5 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
4 18 0 0 0 0 0 0 0 0 0 3
0 0 0 0 0 1 0 0 0 103 0 2
1 18 12 0 9 0 0 0 0 7 0 0

44 0 0 0 0 8 0 3 0 6 42 84
0 0 0 3 0 0 0 11 0 0 0 5
13 10 0 0 0 1 0 0 0 14 0 7
0 0 0 0 0 0 0 2 0 0 0 66
0 0 0 47 0 57 0 0 0 0 0 0
0 18 0 0 0 0 196 0 0 0 0 0
0 6 0 0 0 12 1 0 0 0 0 0
0 0 0 0 0 0 0 0 0 41 0 0
20 0 0 0 8 0 0 0 0 0 5 0
0 0 0 0 0 0 0 0 0 7 0 0
42 0 0 0 0 0 7 0 43 0 37 0
8 69 42 9 0 0 0 24 25 0 0 4
0 0 0 0 74 0 0 0 0 8 4 0
17 9 19 0 0 10 4 0 0 34 2 0
0 15 0 17 0 0 2 0 0 0 0 0
0 4 0 9 0 0 0 1 0 34 6 0
31 0 0 0 0 0 44 0 0 1 0 72
8 0 0 12 0 0 0 0 0 0 0 0
0 6 0 0 39 2 0 0 0 0 0 8
10 0 0 0 0 0 0 0 0 12 6 0
17 0 81 7 0 0 15 0 0 0 1 0
0 0 0 0 0 0 0 0 0 32 0 0
8 0 0 31 0 13 65 0 0 0 0 0
0 0 1 0 21 0 0 16 0 11 14 3
0 0 0 2 16 0 0 0 9 0 0 0
0 7 8 0 0 0 0 0 94 0 24 0
0 0 0 0 9 4 0 1 0 3 0 10
0 0 0 0 0 26 0 0 0 0 0 0
0 0 0 51 0 0 0 7 0 0 0 0
0 0 0 10 10 0 0 0 0 0 0 0
13 4 0 0 0 0 0 0 0 5 0 6
3 0 0 0 0 0 0 0 0 4 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 77 0 0 0 0 134 0 0 27
0 0 0 0 0 7 0 0 0 0 0 0
26 0 10 9 0 11 8 0 0 17 3 0

0 5 0 0 0 6 0 84 0 0 0 0
30 8 0 0 0 1 0 74 0 0 0 19
0 0 0 5 0 1 0 2 30 0 16 0
0 0 7 0 0 0 0 0 0 0 0 0
0 68 0 50 0 0 0 0 146 0 34 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 1 0 1 0 0 0 0 0 0
0 18 5 0 0 67 0 0 0 0 2 0
0 0 0 0 5 0 0 0 0 0 0 0
0 0 0 0 0 2 0 3 0 11 10 0
0 0 7 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 4 26 0 0 8
0 0 7 4 0 0 0 0 0 0 0 0
6 0 1 34 0 0 5 5 0 0 0 0
81 0 66 11 3 3 4 27 0 0 0 0
0 40 0 0 0 3 78 0 0 0 0 0
0 0 0 0 0 1 6 4 0 9 0 0
0 8 0 0 0 0 218 0 0 15 0 0
21 0 33 0 0 56 0 0 0 0 0 6
0 0 0 0 71 0 0 0 0 0 0 0
0 0 0 0 11 0 0 0 0 0 0 0
0 3 0 0 0 1 0 87 4 0 0 0
0 0 19 6 10 0 0 0 0 7 0 43
0 0 0 1 0 0 0 0 7 0 0 0
0 0 0 0 0 0 0 0 0 9 0 9
4 0 5 0 0 0 0 0 0 0 1 0
0 33 0 0 9 3 13 0 0 6 2 13
118 34 1 0 0 0 0 0 0 11 0 0
0 0 18 7 17 0 0 0 0 0 3 0
0 0 0 0 0 0 28 0 2 0 0 0
0 0 0 0 12 12 0 0 0 0 0 0
0 111 0 0 0 1 0 0 0 0 0 0
23 0 0 0 25 0 0 65 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0

0 1 0 0 18 0 0 0 0 0 0 0
0 0 0 0 0 36 0 0 2 16 0 0
0 0 2 1 4 0 2 27 0 0 0 0
0 0 0 0 0 0 0 0 0 0 181 0
0 1 25 0 0 0 0 0 0 0 0 5
0 38 0 20 0 0 0 0 0 0 0 0
1 0 0 0 0 0 0 0 7 0 5 0
9 22 0 0 0 36 0 0 0 0 0 0
0 82 0 0 0 0 0 0 0 0 15 6
0 0 0 0 0 0 0 14 0 0 3 0
0 0 0 0 77 0 5 0 0 0 0 0
0 0 0 0 0 10 0 0 0 0 0 0
0 0 0 4 0 0 0 0 0 0 0 0
0 0 0 0 0 0 11 0 0 0 9 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
130 0 0 29 0 32 0 0 0 0 0 0
0 1 0 0 0 0 0 0 0 0 28 0
0 6 0 0 0 0 0 0 0 0 0 0
0 28 0 2 0 0 0 1 0 0 0 0
0 0 0 0 13 1 0 0 0 0 0 8
0 0 0 0 0 0 0 72 0 0 0 0
0 6 0 0 0 42 1 0 0 0 0 0
0 2 5 0 0 0 0 0 0 0 0 0
0 2 0 0 2 0 0 0 0 0 2 0
0 0 0 0 0 0 0 0 24 6 0 0
8 0 0 0 0 0 127 0 0 0 0 0
0 0 0 0 3 0 7 0 0 0 0 0
2 0 0 0 6 0 0 24 0 0 0 0
0 0 0 0 1 3 30 0 15 0 38 0
11 0 7 3 79 10 12 23 27 0 17 9
10 0 0 0 0 0 3 0 36 0 1 0
0 0 0 0 0 0 0 2 0 3 45 0
0 0 0 29 9 3 0 0 0 0 3 0
0 76 4 0 0 0 0 0 0 0 0 0

0 0 0 0 0 8 18 0 0 2 0 0
6 0 0 0 0 0 0 0 0 0 0 0
2 3 0 0 0 0 0 0 0 0 0
213 0 0 0 0 0 28 0 0 0 48 0
0 0 0 0 0 0 174 0 0 18 0 0
0 0 0 0 0 0 19 0 0 0 0 0
20 0 10 22 0 0 0 0 0 25 0 0
0 0 62 0 21 22 4 0 0 5 24 0
0 0 0 12 0 23 13 0 14 0 43 34
0 1 0 0 11 0 65 12 0 0 26 0
0 0 0 0 4 0 0 0 0 22 36 0
7 0 0 0 0 18 10 0 0 5 26 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 2 0 0 0 0 0 50 0
0 0 0 11 0 0 14 2 10 18 0 0
0 0 0 0 0 2 0 0 0 4 0 0
24 59 0 46 0 29 0 13 0 0 0 5
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 78 0 0 0 0 0 18 20
0 0 0 5 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
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0 0 0 0 0 0 7 1 0 31 0 0
0 0 0 0 3 0 0 0 0 0 0 0
0 13 12 7 0 0 0 0 6 0 0 5
0 4 0 0 0 0 0 0 0 0 0 0
4 0 0 0 52 0 0 0 46 0 0 24
0 0 0 0 31 0 0 0 0 0 7 0
3 0 3 0 0 0 14 0 0 0 5 0
6 0 0 19 14 0 0 0 0 0 0 0
20 0 4 3 0 0 0 0 31 0 0 0
0 0 0 0 14 0 0 0 0 0 33 11
0 0 0 0 3 0 0 0 0 0 0 0
0 0 0 7 1 1 75 0 0 0 0 0

0 9 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 61 0 0 0 0 0
0 0 0 0 0 0 0 0 8 32 4 0
6 0 4 0 0 0 0 0 0 3 0 1
0 17 0 0 0 35 0 140 0 0 0 24
25 0 0 48 0 0 26 81 0 20 0 6
3 0 0 0 0 0 0 0 0 0 0 4
0 3 0 0 0 0 127 7 10 0 2 52
0 0 0 0 2 0 0 0 0 14 7 13
0 24 0 39 0 0 0 0 0 0 7 0
32 0 0 14 5 0 1 11 3 0 0 10
0 42 0 2 1 15 0 0 1 12 5 43
0 208 0 0 0 0 26 0 13 32 21 7
34 13 0 27 0 3 64 0 0 94 26 0
11 14 0 7 0 0 27 0 35 9 11 40
317 15 0 18 7 24 62 0 0 0 0 7
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0 36 0 0 2 0 4 0 30 66 0 0
0 0 0 0 10 0 30 41 72 43 55 17
4 0 12 0 0 7 29 0 23 0 0
104 0 0 164 0 0 8 0 0 0 1 87
7 20 133 0 0 7 0 38 5 1 9 34
4 0 0 0 0 0 4 1 0 20 14 0
21 0 0 176 4 16 0 50 0 0 0 6
2 22 34 2 65 4 5 13 48 0 103 7
0 88 7 11 56 37 34 0 1 12 0 20
10 9 66 4 21 13 2 22 90 21 20 21
22 8 24 95 25 0 50 15 14 33 19 0
0 1 43 25 0 60 13 61 40 0 0 42
37 92 0 14 18 9 19 34 0 0 6 34
23 32 21 40 20 2 3 4 0 0 203 48
0 49 8 32 69 0 12 0 41 32 7 0
0 8 13 0 20 18 6 32 0 0 13 0
22 25 0 17 13 5 33 44 0 0 84 0
0 0 0 0 5 19 44 5 0 0 0 4
0 0 0 0 48 0 0 0 0 0 0 0

29 8 10 4 0 0 105 1 9 27 0 6
20 0 4 0 0 0 5 16 0 0 47 22
0 159 0 0 0 9 24 0 1 60 0 0
23 0 0 99 14 21 0 13 8 6 0 0
0 0 164 15 20 0 0 0 8 0 0 0
0 0 8 0 9 0 0 0 0 0 0 0
0 38 0 2 0 0 0 0 0 0 2 0
0 0 0 0 0 0 1 0 0 0 0 0
0 0 0 0 27 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 5
0 0 0 0 2 0 12 4 0 10 0 0
0 0 10 0 1 45 0 0 0 0 0 0
0 2 0 5 0 23 0 21 0 0 0 0
0 23 0 5 0 0 0 0 0 0 0
195 0 0 0 0 0 0 0 88 16 11 0
4 0 0 0 0 0 0 0 5 10 2 16
0 0 0 0 0 0 4 31 0 0 6 4
0 0 0 94 0 0 0 4 0 34 14 12
0 0 0 11 37 0 0 0 4 0 0 0
0 0 0 0 0 0 0 0 0 0 11 0
0 0 0 0 1 0 0 0 0 0 0 0
46 17 0 0 50 0 0 0 10 47 0 0
18 0 43 0 78 72 3 0 0 0 0 30
0 0 54 21 0 5 0 22 14 28 19 24
66 199 0 38 0 0 31 29 15 0 8 0
17 0 0 0 15 0 62 0 0 0 6 30
0 0 19 2 3 19 98 49 20 11 0 33
65 27 26 5 19 0 7 30 13 38 31 12
44 0 0 23 18 10 39 22 39 9 0 0
28 0 52 42 0 10 43 66 0 13 0 34
0 85 18 6 42 12 41 20 0 5 11 17
0 17 15 0 134 57 0 16 45 56 0 31
47 0 16 52 8 76 2 146 92 0 3 57
0 57 36 49 44 24 0 0 10 49 0 43
0 3 36 0 148 63 3 0 29 1 56 17
143 31 0 76 24 73 114 148 112 51 0 0

97 0 0 38 138 62 15 0 2 0 189 0
11 0 0 0 0 35 0 0 23 0 0 32
6 61 40 48 43 30 34 106 10 0 14 45
0 47 96 0 0 5 83 0 0 40 11
109 22 9 112 26 48 8 79 66 4 0 0
20 0 58 40 22 45 58 50 0 0 54 6
9 24 57 58 34 0 12 5 0 38 0 0
0 7 14 0 0 0 61 51 39 51 0 0
0 0 16 0 0 0 0 100 0 21 44 4
0 0 0 0 0 0 5 6 26 19 0 0
6 21 0 0 0 0 20 0 0 12 52 0
45 15 19 0 11 0 0 12 0 0 0 0
0 38 0 328 0 0 16 125 0 0 0 22
16 29 0 44 0 89 0 0 0 0 4 8
10 0 0 0 35 23 0 25 0 0 6 16
0 4 0 18 0 0 0 11 0 0 26 11
0 0 11 2 0 0 0 84 10 0 0 39
0 0 0 0 0 0 0 0 45 0 0 0
0 0 0 118 0 45 0 49 0 138 34 0
0 17 12 11 0 74 0 6 22 57 0 3
0 0 3 10 0 0 0 27 32 2 112 0
20 35 129 0 0 0 0 6 0 61 0 16
19 39 0 0 35 0 0 0 0 19 0 5
25 7 0 0 0 24 24 106 25 7 0
123 0 26 153 0 0 3 0 0 0 0 0
0 0 201 14 0 2 75 17 0 37 9 32
0 0 0 0 24 11 30 0 0 5 68 0
394 13 0 0 59 13 104 3 16 0 63 17
0 2 15 39 26 31 126 120 3 0 0 0
0 0 2 101 0 11 3 66 55 5 0 0
40 33 8 0 0 7 0 12 7 28 48 6
4 0 0 59 0 0 39 0 61 0 60 0
0 14 27 0 42 0 14 90 0 0 0 0
0 122 22 0 9 0 0 0 92 0 4 11
92 0 0 0 0 4 36 28 0 33 4 0
13 0 25 204 12 219 30 0 3 7 0 35

0 0 4 0 0 0 0 0 195 0 0 11
9 0 7 57 22 0 0 27 12 241 1
172 0 0 0 0 0 0 0 37 0 50 0
115 0 0 12 0 0 0 0 4 95 17 83
0 19 94 0 0 6 0 0 8 7 24 51
5 0 0 0 75 0 19 44 10 37 0 0
0 28 0 19 0 0 13 21 52 6 8 0
0 0 2 0 13 19 15 33 41 140 0 0
0 78 24 143 0 57 23 0 0 66 0 33
105 20 171 4 0 0 0 42 39 0 102 5
61 26 0 0 4 38 16 0 35 3 4 89
10 0 2 0 6 81 0 73 0 3 76 69
17 0 4 65 23 0 0 12 5 9 16 10
80 63 84 0 0 29 33 0 0 4 0 4
33 0 0 86 0 13 12 0 0 23 0 0
68 0 5 0 0 38 8 31 19 48 0 0
0 80 16 7 41 34 30 16 10 7 17 0
25 325 14 100 0 8 3 52 1 7 0 0
18 0 21 0 304 0 20 74 72 7 129 42
38 133 0 0 12 5 0 0 0 0 50 0
0 6 0 0 0 0 94 17 19 0 0
112 231 54 0 0 0 0 0 0 0 0 0
0 11 0 0 14 5 0 0 21 0 0 3
0 0 0 0 0 0 0 0 0 0 0 0
0 0 17 0 0 0 0 14 38 5 7 0
111 0 0 0 17 0 5 0 0 2 20 7
0 0 0 2 0 0 0 0 61 2 10 0
0 37 0 0 0 23 0 3 0 0 3 0
0 0 50 0 0 0 0 28 11 0 0 6
0 39 3 0 24 0 79 0 0 25 0 34
1 16 173 4 0 7 0 0 0 0 0 0
0 29 0 5 4 0 0 2 14 0 0 0
52 0 8 0 80 11 0 0 84 2 0 0
0 0 0 0 17 0 37 0 0 0 0 0
0 0 0 0 0 0 0 33 0 21 1 0
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0 0 0 84 26 59 50 135 16 0 5 21
110 100 23 20 9 0 37 12 55 5 2 3
72 38 0 9 0 30 26 5 103 0 1 0
123 0 12 0 0 7 8 27 53 0 49
175 0 41 78 0 41 96 18 200 97 39 57
25 0 27 0 0 0 47 3 78 72 54 0
115 0 0 0 0 23 40 0 0 0 0 0
0 0 0 0 4 0 0 0 16 0 0 13
1 5 0 0 0 14 0 0 0 0 0 14
12 0 9 0 5 0 0 0 0 0 0 8
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0 0 0 0 0 0 0 0 98 9 0 0
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1 0 0 0 0 0 1 0 0 0 0 0
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24 0 17 0 0 0 0 0 0 0 0 0
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0 51 0 50 0 0 0 65 0 0 0 0
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0 0 0 6 0 0 5 0 4 0 0 0
0 0 29 0 0 0 0 0 16 0 9 0
16 0 0 9 0 3 0 0 11 4 0 0
0 0 0 18 0 0 0 0 0 0 41 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 5 173 0 0 0 0 0 10
0 0 100 0 23 0 9 41 0 0 0 0
0 0 22 40 0 7 0 0 0 0 17 0
7 0 0 0 13 0 0 0 0 0 58 0
13 6 0 0 2 0 0 0 0 0 1 0
0 15 1 0 0 5 0 0 0 0 0 2
0 0 0 14 3 0 0 0 0 0 0 60
3 0 0 0 0 14 0 0 0 1 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 51 0 0 0 0 0 0 0 0 40 0
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0 23 12 0 15 0 0 0 13 0 0 0
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0 0 0 0 0 0 0 401 0 0 0 0
3 0 9 0 0 36 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
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0 0 0 0 0 42 0 0 55 0 0 0
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0 0 0 31 0 0 0 73 0 0 0 0
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1 0 0 0 0 0 0 0 0 0 0 9
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0 0 0 0 0 0 0 0 0 0 3 0
0 0 0 0 0 0 0 0 0 0 0 0
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0 2 0 0 0 0 0 9 1 0 7 0
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0 6 0 0 0 0 2 0 0 0 0 1
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0 0 33 0 0 0 40 0 0 0 0 0
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0 0 0 0 0 0 18 0 0 23 0 0
0 0 52 0 0 0 4 12 0 0 9 0

79 0 83 5 0 0 0 91 125 107 3 3
0 0 0 0 43 0 9 44 0 20 0 0
87 26 0 0 3 3 5 0 33 12 11 0
0 0 0 0 11 37 0 0 151 0 0 0
0 0 0 0 28 0 0 0 43 0 111 0
0 0 0 10 89 156 10 0 0 0 35
161 0 24 0 10 0 16 0 0 4 0
111 73 0 132 0 40 0 0 0 0 0 0
0 12 0 29 0 21 45 10 0 3 24 0
2 17 65 0 0 0 0 0 0 0 14 0
0 0 30 0 0 0 35 33 0 0 0 0
0 0 0 0 33 7 0 0 0 0 0 6
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0 0 14 0 1 0 8 0 0 0 0 0
0 0 1 0 0 0 0 0 1 0 1 0
0 0 0 0 0 0 0 0 0 0 0 0
17 0 20 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 3 6 0 0 0 0 4 23 0 0 34
0 126 0 0 0 0 0 9 0 2 0 0
0 3 0 16 13 0 0 0 0 15 0 24
0 0 0 0 26 0 0 21 0 0 0 2
0 0 0 1 0 0 12 0 0 0 24 0
62 0 0 0 0 8 0 6 9 2 11 0
0 0 0 0 0 46 0 0 9 177 15 0
6 0 0 0 0 0 0 0 5 29 0 0
0 0 44 0 0 10 0 0 0 0 0 0
0 0 0 0 0 5 0 0 29 2 0 0
0 0 0 0 0 108 0 0 0 4 0 0
32 2 3 0 0 0 0 0 0 0 2 0
0 119 0 0 0 11 0 0 10 0 14 0
0 0 0 0 22 45 0 0 0 0 6 0
0 0 0 33 16 6 2 33 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 54 0 0 11 9 0 0 0 3
0 0 0 0 2 0 0 9 4 0 0 14

2 0 0 0 0 0 0 0 0 0 20 16
12 21 0 22 0 0 12 0 0 0 49 2
30 16 0 0 12 0 2 0 15 0 0 5
0 0 0 41 0 0 0 2 0 0 2 5
0 0 9 0 0 0 0 9 0 0 2 0
67 0 0 0 3 0 2 0 18 0 0 0
21 0 13 29 0 0 0 0 0 0 0 0
2 0 0 0 135 0 9 0 0 4 0 0
0 11 8 56 3 0 0 24 13 0 1 0
0 0 0 10 0 0 35 0 0 0 0 0
9 1 6 0 25 0 0 0 2 143 1 0
5 94 41 0 4 15 0 5 0 0 0 0
0 10 0 0 0 0 0 38 0 0 10 53
0 0 0 18 29 0 0 0 13 6 46 0
0 92 1 2 11 35 0 0 22 0 0 0
8 27 0 0 50 28 51 47 79 34 17 0
78 6 0 28 5 30 17 0 0 71 63 22
12 0 9 4 16 0 0 0 5 3 0 29
0 0 32 5 0 0 40 0 82 8 0 0
0 0 0 7 0 0 0 0 0 0 0 1
20 0 18 0 0 11 0 0 2 24 0 11
3 14 0 0 0 67 0 0 9 30 2 1
11 29 0 7 26 14 9 0 0 85 24 17
32 7 0 0 0 0 0 0 0 0 32 0
4 0 0 4 0 0 0 0 0 0 10 19
12 0 0 62 0 18 0 0 0 0 0 0
12 5 0 0 0 0 0 0 0 25 0 0
11 0 0 35 0 5 0 0 0 0 0 0
0 0 0 105 31 0 0 0 0 0 0 0
0 0 28 0 5 6 0 0 0 0 0 0
0 0 0 0 0 52 0 0 0 0 1 0
0 0 0 0 0 0 0 11 0 0 0 8
0 0 3 0 0 0 0 0 0 0 0 0
0 2 12 0 0 0 0 0 16 0 0 0
0 0 3 0 0 0 0 0 0 0 0 41
0 0 0 0 0 0 3 0 0 0 0 0

33 0 0 0 0 0 10 0 11 0 0 71
33 0 0 0 0 16 48 0 0 0 0 0
0 22 0 0 0 0 0 0 0 5 3 19
0 0 1 13 0 0 0 0 2 4 66 0
0 0 0 0 0 0 116 0 0 4 3 0
0 0 0 0 2 0 0 0 0 0 0 0
0 30 12 2 14 0 0 0 0 0 0 0
0 0 0 54 0 0 6 3 0 0 77 0
0 0 0 0 0 0 0 33 0 0 21 4
0 0 0 0 0 49 0 22 0 0 0 31
0 0 0 0 0 12 0 0 0 0 8 0
0 0 0 0 0 0 0 8 5 0 0 0
0 0 81 8 1 0 4 0 0 0 0 0
0 0 0 0 0 0 0 0 0 4 0 0
0 0 7 0 0 2 0 141 0 0 0 0
0 0 0 0 0 0 0 25 0 10 0 0
13 0 0 0 0 0 0 0 36 0 8 0
0 0 20 0 0 0 0 7 0 0 0 0
0 60 7 0 18 0 0 0 0 0 8 2
0 0 0 0 9 0 4 0 0 0 0 0
0 3 0 0 71 0 18 0 0 0 0 0
0 3 0 5 0 0 0 15 0 2 0 0
0 0 0 0 12 0 0 0 0 16 0 0
0 5 0 0 0 24 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 18
0 0 2 26 0 0 1 0 67 0 0
152 4 0 0 0 0 0 9 0 0 0 0
0 0 0 8 0 0 0 14 0 0 0 0
0 59 0 4 8 0 0 0 0 0 0 0
1 0 0 0 0 0 2 5 0 0 0 0
0 8 15 1 0 0 0 0 19 0 13 3
0 0 1 3 0 0 0 1 0 0 0 0
0 11 0 74 11 0 0 25 0 0 0 2
64 0 0 0 22 0 0 0 0 0 0 0
0 0 3 0 0 6 0 5 1 0 0 13
9 0 102 0 0 0 0 0 0 0 0 0

0 0 0 0 27 9 0 1 7 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
4 14 0 0 0 0 0 14 0 0 1 0
0 0 0 0 0 0 0 0 0 0 0 0
10 0 26 0 0 0 0 0 0 11 91 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 33 0 0 0 0 0 0 20 0 0
0 0 13 0 3 0 1 2 0 0 0 0
0 12 0 0 4 0 0 8 0 0 28 0
0 0 0 0 0 0 0 0 4 0 0 0
0 0 0 0 0 0 0 111 0 7 0 0
10 0 15 0 0 0 0 0 0 0 0 0
2 0 0 0 0 13 0 6 0 0 0 0
0 0 0 0 0 1 0 0 0 0 0 0
0 0 0 0 0 0 0 26 0 102 0 0
0 0 0 8 133 0 0 5 0 19 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 1 0 4 1 0 0 0 0 0 0
0 0 0 24 0 0 0 42 3 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 54 0 0 0 20 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 8 0 0 7 0 0 0 0 253 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 10 0 0 0 0 0 12 0 0
0 0 0 0 314 4 0 0 0 0 0 0
0 5 0 0 0 6 0 0 5 0 0 0
0 0 0 0 0 0 0 0 0 94 0 0
0 0 0 0 0 2 12 0 0 0 0 1
86 0 0 0 0 0 0 18 0 0 0 0
0 63 58 0 112 22 0 0 0 10 0 0
0 0 0 0 10 0 0 0 5 0 0 0
0 0 0 0 0 0 0 3 0 0 0 0
0 0 13 0 6 11 0 0 2 0 0 0
0 1 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0

0 0 0 0 0 0 65 2 0 55 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 9 0 35 0 0 0 64 0 0 0 0
0 3 1 0 0 1 0 12 0 0 0 0
0 0 0 0 0 0 0 1 0 0 0 0
4 0 3 0 0 0 51 0 0 0 0 0
6 0 0 25 0 0 0 0 0 2 42 0
0 0 0 23 0 0 0 0 0 0 0
243 0 3 0 0 45 1 13 0 0 0 9
0 0 0 1 8 0 0 0 49 0 0 0
18 0 0 0 0 0 0 26 0 0 0 16
0 0 0 11 16 0 0 27 0 0 0 0
0 16 7 0 12 0 49 0 0 0 0
189 102 0 0 0 0 0 20 0 0 71 22
0 0 0 0 0 0 0 7 65 31 11 0
0 6 29 160 0 0 201 0 0 0 7 0
0 0 2 0 0 0 47 2 0 0 0 0
0 3 0 0 3 26 10 0 0 0 0 0
29 0 0 0 0 10 0 0 0 15 0 4
0 0 0 0 2 34 0 0 0 5 30 0
0 0 0 138 10 0 22 0 0 0 0 8
0 0 0 0 0 0 0 0 22 0 0 0
0 5 3 0 0 0 0 0 0 60 1 0
0 7 40 44 0 33 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 3 0 0
0 0 0 0 7 0 0 0 0 0 0 0
0 0 0 0 0 0 5 0 0 0 15 0
0 0 0 0 0 0 0 0 0 0 0 0
17 1 0 31 0 25 0 0 0 0 2 0
0 0 0 0 1 0 0 0 0 0 0 0
0 0 18 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 22 0 0 0 0
0 14 0 0 0 14 0 0 0 0 0 0
18 3 0 0 0 0 0 0 0 0 0 0
0 0 0 0 18 0 0 0 0 0 0 0
32 0 6 0 0 5 0 0 0 20 0 0

0 0 6 0 68 0 0 1 0 0 6 0
0 0 0 0 0 0 0 0 0 0 0 0
0 28 0 7 0 0 0 0 0 0 0 1
0 0 7 0 0 0 10 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 35 0 0 0 0 0 0 0 81 0 0
0 0 0 0 0 0 0 0 0 52 0 0
0 0 0 17 0 0 0 0 0 0 0 0
0 36 0 13 0 0 0 0 0 0 4 0
0 0 0 0 1 8 0 0 0 4 0 0
0 0 0 0 14 0 0 0 0 0 6 0
0 20 0 0 22 146 0 65 0 1 0 0
1 0 0 0 0 0 0 0 0 14 0 19
0 0 0 4 0 24 2 0 0 0 0 24
0 0 0 0 0 0 0 0 0 0 10 0
0 0 0 38 0 0 77 0 0 0 0
191 0 0 0 3 0 46 0 0 0 8 8
0 0 0 0 0 0 0 0 0 0 7 0
0 0 0 25 6 18 0 0 24 5 0 0
103 0 0 5 73 5 0 0 121 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 129 9 0 0 0 0
0 2 0 2 0 0 0 0 0 0 0 82
0 0 0 56 50 0 86 0 0 54 22 14
0 58 0 0 0 0 9 0 0 0 27 0
1 0 1 0 24 39 0 0 71 0 0 0
0 5 0 0 29 0 0 0 0 0 0 3
9 16 0 0 0 14 1 0 23 0 0 8
8 0 0 0 0 0 43 1 0 5 0 0
38 0 17 0 111 0 0 0 0 0 0 0
0 0 0 0 0 149 0 5 0 0 0 5
0 96 0 0 0 12 53 0 0 0 0 0
0 0 61 0 1 0 0 0 0 0 0 0
0 1 0 0 0 4 0 0 0 0 0 0
0 0 0 61 0 9 25 0 0 0 0 0
0 0 0 0 0 47 7 0 15 0 0 4

88 0 0 0 0 0 0 17 160 0 0 0
574 0 46 0 0 0 73 0 0 0 0 0
0 12 0 0 0 0 0 0 2 0 8 0
0 0 0 0 0 13 0 0 0 0 0 0
0 0 0 0 0 0 0 111 0 0 148 0
0 0 0 0 34 0 15 0 1 0 0 0
17 0 0 0 0 0 193 0 0 0 0 0
0 0 0 0 0 0 0 7 0 0 0 0
3 0 0 0 10 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 3 0 0 0
32 0 0 0 68 0 0 0 0 0 26 0
22 0 0 0 0 0 0 0 0 8 0 0
0 0 0 0 0 7 0 0 6 0 0 0
18 4 0 0 1 1 0 0 0 0 0 80
12 0 0 0 7 0 0 36 0 0 0 0
0 0 0 0 0 20 10 0 0 0 0 0
64 0 0 0 4 0 0 0 4 20 10 31
0 0 0 0 0 0 1 18 0 0 0 0
1 0 0 0 29 0 10 0 5 72 0 0
5 0 0 0 92 0 0 0 0 0 0 0
18 1 0 0 0 0 0 0 0 0 0 0
0 3 10 0 0 0 0 0 27 0 0 0
0 0 0 0 0 0 0 2 0 0 0 0
0 0 0 0 0 0 12 3 0 5 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 1 0 0 0 0 4 5 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 7
0 0 40 0 62 0 0 0 0 0 2 31
0 0 0 0 0 0 0 0 0 0 0 31
17 0 0 0 0 0 0 0 2 0 0 0
0 0 0 4 2 0 0 17 0 20 0 0
0 0 2 0 0 0 0 4 0 0 0 7
0 0 0 0 0 0 0 0 0 0 8 0
0 3 0 0 0 0 0 0 0 58 0 0
0 0 0 0 0 0 0 0 0 0 0 0

23 0 0 0 0 7 5 14 0 0 49 0
0 0 51 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 17 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 14 0 49 0 9 0 0
0 0 0 15 0 0 0 7 8 0 0 0
0 0 0 10 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 18 0 0 42 0 0 0 14 0 4 0
114 0 0 0 0 357 0 0 0 0 0 0
4 11 0 0 0 0 0 0 0 0 0 0
4 0 0 0 20 0 0 0 13 0 0 0
42 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 2 0 15 1 0 0
0 7 12 0 0 9 0 0 0 0 0 0
0 0 38 0 0 3 0 0 0 18 0 0
0 0 29 18 19 4 0 20 0 0 0 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 0 0 0 0 0 0 18 0 4
0 0 0 0 0 9 77 0 0 0 2 2
0 0 1 0 1 0 0 0 0 0 0 0
0 0 0 0 3 22 0 0 0 0 55 0
0 0 0 0 0 0 0 0 0 67 0 60
37 6 0 0 0 0 0 1 0 17 119 0
0 9 0 0 0 0 0 0 5 0 13 0
0 0 0 0 29 0 0 0 0 0 0 0
0 3 0 1 0 0 0 0 0 14 14 0
0 4 0 5 0 0 0 0 0 16 20 0
0 0 0 0 0 0 0 0 0 0 0 0
0 0 0 40 0 0 0 0 17 0 0 6
0 78 0 0 0 0 0 1 0 0 0 50
0 0 0 0 0 0 0 0 0 0 0 0
0 10 0 0 3 10 0 0 0 0 82 37
0 0 0 0 0 1 0 0 0 7 0 27
99 0 0 12 0 0 19 0 0 14 0 0
25 0 0 0 58 0 38 2 2 0 0 21

0 2 0 71 0 0 2 0 75 0 0 0
0 1 11 0 0 273 3 2 34 0 0 0
0 2 0 8 14 0 0 0 0 2 10 0
125 0 8 0 0 2 0 13 15 0 24 0
0 0 0 37 0 9 0 0 20 95 3 63
0 33 25 19 0 0 0 0 23 18 0 0
0 12 0 0 64 15 12 0 1 0 0 0
1 1 17 0 2 4 0 3 0 0 8 12
0 8 9 0 0 0 31 0 0 40 2 0
3 0 14 4 44 0 0 2 15 0 0 0
0 0 0 0 0 20 1 0 0 7 0 0
0 0 66 31 0 0 0 2 0 0 0 47
0 0 14 0 15 0 0 28 17 4 0 18
0 6 0 1 0 0 0 0 19 0 31 0
15 16 45 39 0 9 0 6 0 0 3 0
5 0 0 0 6 24 0 0 0 7 2 0
0 0 3 9 0 0 0 10 0 8 32 0
37 0 0 47 0 38 0 0 0 0 4 0
9 0 8 26 0 0 0 13 0 0 108 0
0 0 0 0 0 72 0 0 0 0 1 0
0 0 39 13 0 0 0 0 51 10 10 10
10 10 9 10 9 9 9 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 9 8 3 3 8
8 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10

10 10 10 10 10 9 8 8 9 9 9 9
7 5 5 3 2 1.75 1.5 1.75 2 2 2.5
2.5 2.5 2.5 2 1.5 1.25 1.25 1.75 2 1.75 2
1.75 1.75 2 1.25 1.25 1.5 1.25 1 1 1.25 1.5
1.5 2 2 1.75 1.75 1 1 2 2 2 7 10
10 7 7 5 0.75 0.5 0.75 1.5 1.5 0.75 0.75
1.5 1.5 2 3 3 3 1.5 0.75 1.5 1.5 2 2
3 3 3 4 5 5 5 4 3 2.5 2.5
1.5 1.25 0.75 0.5 0.75 1 1.75 3 6 6 3 2
1.75 1.75 2 4 4 2 1.25 1.5 1.25 3 3 5
6 7 8 10 10 10 10 9 10 10 10 9
9 10 10 7 9 9 10 10 10 9 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 4 5 4
5 5 8 5 5 2 1.25 1.5 2 1.5 1.25
1.25 1.5 1.25 1.25 1.25 1.5 2 4 2 2 3 6
4 2.5 1.5 1.25 1.5 1 1 1.75 1.75 2 2.5 3
2 4 3 5 6 4 7 9 6 5 5
0.75 1.5 3 2 2 6 6 8 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 8 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 7 8 10 10 10 10 10 10 10 8
9 4 4 2.5 2.5 3 3 5 5 6 6 7
7 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 9 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 3

3 2 1.75 1.25 1 1 1.25 1 2 3 4 7
9 10 9 3 6 6 9 9 9 9 9 9
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 9 9 9 10 10 10 10 10 10
10 10 10 10 10 10 10 7 8 8 6 8
7 7 7 7 7 7 7 8 8 8 8 10
6 3 2 1.75 1.75 1.5 2 2.5 2.5 2 2.5
2.5 4 4 6 6 6 9 9 10 10 10 10
9 6 5 8 10 10 10 10 10 10 9 10
9 10 9 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 9 7 7 7 6 6
7 7 9 9 8 7 9 8 7 7 7 6
6 7 7 8 9 10 10 10 10 10 10 10
10 10 10 10 10 4 4 2.5 3 2.5 4 4
4 6 4 4 2.5 2.5 4 5 4 4 5 5
5 5 4 4 7 6 6 7 6 8 8 8
9 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 9 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 10 10 10
10 10 10 10 10 10 10 10 10 9 7 6
5 5 5 5 5 6 5 6 6 6 5 6
4 4 5 5 6 6 6 6 8 8 8 10
10 10
Delay (minutes)
Visibility (miles)

Airport
CodesORIGINORIGIN_CITY_NAMEORIGIN_STATE_NAMEH
NLHonoluluHISMFSacramentoCASEASeattleWAOAKOakland
CAOGGKahuluiHIPDXPortlandORLAXLos
AngelesCAPHXPhoenixAZSFOSan FranciscoCASJCSan
JoseCAITOHiloHIKOAKonaHILIHLihueHILASLas
VegasNVSANSan
DiegoCAORDChicagoILMCOOrlandoFLCLEClevelandOHDFW
Dallas/Fort
WorthTXDENDenverCODTWDetroitMIIAHHoustonTXBWIBalt
imoreMDMCIKansas CityMORSWFort MyersFLFLLFort
LauderdaleFLMYRMyrtle
BeachSCMSPMinneapolisMNLGANew
YorkNYTPATampaFLLBELatrobePAATLAtlantaGAACYAtlant
ic CityNJBOSBostonMAPPGPago
PagoTTBQNAguadillaPRPHLPhiladelphiaPAPBIWest Palm
Beach/Palm BeachFLMSYNew OrleansLAIAGNiagara
FallsNYSJUSan
JuanPRCAEColumbiaSCMLUMonroeLAGRKKilleenTXMAFMi
dland/OdessaTXJLNJoplinMOCHAChattanoogaTNROCRochest
erNYHPNWhite PlainsNYICTWichitaKSTUSTucsonAZSLCSalt
Lake CityUTYUMYumaAZSBASanta BarbaraCASATSan
AntonioTXMKEMilwaukeeWIIDAIdaho
FallsIDMSOMissoulaMTMSNMadisonWIXNAFayettevilleARD
LHDuluthMNAUSAustinTXASEAspenCOSBNSouth
BendINPSCPasco/Kennewick/RichlandWAFCAKalispellMTFLG
FlagstaffAZSTTCharlotte
AmalieVIBOIBoiseIDISNWillistonNDBISBismarck/MandanND
FWAFort WayneINPSPPalm
SpringsCACMHColumbusOHSHVShreveportLAMRYMonterey
CALANLansingMIMBSSaginaw/Bay City/MidlandMIRAPRapid
CitySDOKCOklahoma

CityOKBURBurbankCABNANashvilleTNCPRCasperWYBTRBa
ton
RougeLAPBGPlattsburghNYDRODurangoCOFATFresnoCABFL
BakersfieldCASTLSt. LouisMOCIDCedar Rapids/Iowa
CityIAGFKGrand
ForksNDMDWChicagoILLEXLexingtonKYDAYDaytonOHOMA
OmahaNEINDIndianapolisINHDNHaydenCOLBBLubbockTXGJ
TGrand JunctionCOMTJMontrose/DeltaCOSNASanta
AnaCASBPSan Luis ObispoCARKSRock
SpringsWYCMXHancock/HoughtonMIELPEl PasoTXTWFTwin
FallsIDEKOElkoNVCOSColorado SpringsCOFSDSioux
FallsSDJACJacksonWYCHSCharlestonSCCVGCincinnatiOHAV
LAshevilleNCGCCGilletteWYBHMBirminghamALGRBGreen
BayWISUNSun
Valley/Hailey/KetchumIDFARFargoNDCHOCharlottesvilleVA
ATWAppletonWIGEGSpokaneWAONTOntarioCARNORenoNVI
ADWashingtonDCMFRMedfordORBILBillingsMTTYSKnoxvill
eTNDSMDes MoinesIAAZOKalamazooMIGRRGrand
RapidsMISMXSanta MariaCAEUGEugeneORLGBLong
BeachCATULTulsaOKMOTMinotNDLSELa
CrosseWIBZNBozemanMTGTFGreat
FallsMTSPISpringfieldILHLNHelenaMTBTVBurlingtonVTEWR
NewarkNJGSPGreerSCJAXJacksonvilleFLSDFLouisvilleKYBR
OBrownsvilleTXCLTCharlotteNCRDMBend/RedmondORACVA
rcata/EurekaCALITLittle RockAREAUEau
ClaireWIMEMMemphisTNDCAWashingtonDCMMHMammoth
LakesCADVLDevils
LakeNDJMSJamestownNDMKGMuskegonMIABQAlbuquerque
NMCRPCorpus
ChristiTXSGFSpringfieldMOPAHPaducahKYALBAlbanyNYLN
KLincolnNEABRAberdeenSDAPNAlpenaMIESCEscanabaMIBD
LHartfordCTSGUSt.
GeorgeUTRDURaleigh/DurhamNCCIUSault Ste.
MarieMIRHIRhinelanderWILWSLewistonIDITHIthaca/Cortland
NYIMTIron
Mountain/KingsfdMIMQTMarquetteMIBRDBrainerdMNINLInte

rnational
FallsMNPIHPocatelloIDPLNPellstonMIHIBHibbingMNBJIBemi
djiMNBTMButteMTCDCCedar
CityUTCODCodyWYBGMBinghamtonNYHYSHaysKSJFKNew
YorkNYPIAPeoriaILGUMGuamTTEGEEagleCOMIAMiamiFLS
RQSarasota/BradentonFLMFEMission/McAllen/EdinburgTXDA
LDallasTXGUCGunnisonCOPITPittsburghPAORFNorfolkVAA
NCAnchorageAKAMAAmarilloTXCAKAkronOHECPPanama
CityFLFNTFlintMIHOUHoustonTXHRLHarlingen/San
BenitoTXISPIslipNYMHTManchesterNHPNSPensacolaFLPVDP
rovidenceRIPWMPortlandMERICRichmondVABUFBuffaloNYL
ARLaramieWYRDDReddingCASTXChristianstedVISYRSyracus
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rgMSDABDaytona
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FLJNUJuneauAKGSOGreensboro/High PointNCEYWKey
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City/KingsportTNLFTLafayetteLAROARoanokeVAVPSValpara
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SmithARERIEriePAAEXAlexandriaLACLLCollege
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HNDothanALBGRBangorMECRWCharleston/DunbarWVPHFNe
wport
News/WilliamsburgVAABEAllentown/Bethlehem/EastonPAAB
YAlbanyGAEWNNew
Bern/Morehead/BeaufortNCCSGColumbusGASCEState
CollegePATTNTrentonNJUSTSt.
AugustineFLYAKYakutatAKCDVCordovaAKOTHNorth
Bend/Coos BayORADKAdak
IslandAKRSTRochesterMNROWRoswellNM
Top 20 Delayed Destinations
Top 20 Delayed Destinations
We want to determine which destinations are the most affected
by delays (number and duration), regardless of the cause.
Insert a Pivot Table into a new worksheet that is similar to the
one below. Name the tab TopDelayedDest. Use the
ACTUAL_DELAY column to populate the value field.s.
Delays by Weather
Delays Attributed to Weather Issues
We’re interested in seeing if delays reported as weather related
(WEATHER_DELAY) actually correspond to weather issues
(WEATHER_ISSUES). HInt: Count the number of reported
weather delays for each of the weather issues.
Insert a Pivot Table in a new worksheet that appears as the one
below.
Name the pivot table and the tab Issue Correlation.
Event Reporting

Event Reporting
We want to assess the impact of various reported delay types.
On the ORD_ANALYSIS tab, assign range names to
WEATHER_ISSUE, CANCELLED, WEATHER_DELAY,
CARRIER_DELAY, SECURITY_DELAY.
On the L_AIRLINE_ID tab, split out the CARRIER_NAME, and
CARRIER_CODE columns using Text to Column and TRIM.
On the ORD_Analysis tab, insert a CARRIER_NAME column to
the right of the UNIQUE_CARRIER column. Use a combination
of INDEX and MATCH to populate the CARRIER_NAME
column using the table on the L_AIRLINE_ID tab. Replace the
formulas in the CARRIER_NAME column with values. Assign a
range name to CARRIER_NAME.
Insert a new worksheet named Reported Events into your
workbook. Create the two tables shown at the right using the
following instructions:
For the top table
Weather Delays row
- Manually enter the column headings and the values in the
first column.
Use COUNTIF on the WEATHER_DELAYS range to obtain the
number of reported flights delayed by weather
- Use MAX & TEXT for the Maximum Delay (remember to
divide the Max time by 1440, the number of minutes in 24
hours). The format to use with the TEXT function is "h:mm".
- Use COUNTIFS on the WEATHER_DELAYS and
WEATHER_ISSUE ranges to determine the number of flights
that were reported as weather delayed, but showed No Issue in
the weather data.
- Repeat the above logic, for the two fields shown, using the
SECURITY_DELAY range

For the bottom table
- Manually enter the column headings
- On the ORD_Analysis tab, select all the values in the
CARRIER_NAME column. Copy those values over to the Event
Reporting worksheet placing the values in the first column of
the bottom table. With all the values highlighted, click on the
Data tab in the ribbon and click the button to Remove
Duplicates (in the Data Tools group). In the dialogue box, select
the option to continue with the current selection, then click on
the Remove Duplicates... button. This should leave you with the
names of 10 carriers. Sort the carriers in alphabetic order.
Complete each of the columns as follows:
- # Flights using a COUNTIF with CARRIER_NAME
- # Delayed Flights using COUNTIFS with CARRIER_NAME
and CARRIER_DELAY that are > 0
- Ave Delay (min) using AVERAGEIFS with CARRIER_NAME
and CARRIER_DELAY that are > 0
- Max Delay (min) using MAX and IF with CARRIER_NAME,
CARRIER_DELAY setting it as an Array formula (there is no
MAXIF)
- # Cancelations using COUNTIFS with CARRIER_NAME, and
the CANCELLED field value 1
Apply conditional formatting so your table appears the same as
the one below.
Reported Events Reported Delay EventsNo Reported Local#
Impoacted FlightsMaximum Delay Weather IssueWewather
Delays6715:17253Security Delays150:500
TopDelayedDestTop 20 Destinations Based on Average
DelayRow Labels# FlightsTotal Delay (min)Average Delay
(min)HSV319465PNS425865AVL3264720JAX4078920OAK319
8132HNL311,03833MHT381,08028FNT561,11220BOI451,1392
5MKG621,18719PAH621,28921CMX621,36922COS831,59919T
VC891,64719MBS871,65719BNA1142,13719SBN1152,16919T

YS1252,82323MIA3636,58118SFO58411,89720Grand
Total2,02641,59321
Issue CorrelationRow LabelsReported Weather DelayNo
Issue2,519SN589SN BR425BR155RA BR147DZ BR56SN
FG12BLSN7#N/A7RA6HZ6BLSN BR2SNRA BR1RAPL
BR1Grand Total3,933
ORD_AnalysisFL_DATEUNIQUE_CARRIERCARRIER_NAME
FL_NUMORIGINDESTCRS_DEP_TIMEDEP_TIMEDEP_DELA
YWHEELS_OFFWHEELS_ONCRS_ARR_TIMEARR_TIMEAR
R_DELAYACTUAL_DELAYDEP_WEATHERWEATHER_ISS
UESDEP_VISIBILITYCANCELLEDCANCELLATION_CODEC
ARRIER_DELAYWEATHER_DELAYNAS_DELAYSECURITY
_DELAYLATE_AIRCRAFT_DELAY1/1/16UA741ORDEWR50
05077524751805758-70No
Issue901/1/16AA233ORDMIA500455-5508845904851-130No
Issue901/1/16AA1171ORDPHX500459-1516745755749-60No
Issue901/1/16AA2301ORDDFW50081119182210227371033176
176No
Issue9017600001/1/16UA1057ORDIAH50452117534756757801
44No
Issue901/1/16NK409ORDFLL5305451555692692593277No
Issue901/1/16UA707ORDDEN53054313559700713708-50No
Issue901/1/16DL1204ORDDTW53054515558743753750-30No
Issue901/1/16DL977ORDATL5455581361784084984900No
Issue901/1/16NK224ORDLGA5468500No
Issue91A1/1/16NK737ORDLAX600556-4621808835815-
200SNSN901/1/16AA1411ORDMIA600555-56089391007945-
220SNSN901/1/16AS27ORDSEA600558-2609742840756-
440SNSN901/1/16UA700ORDLAX6016076619814848825-
230SNSN901/1/16UA654ORDMCO602559-3613924944930-
140SNSN901/1/16OO6261ORDCHS605559-
662390791391633SNSN901/1/16OO5396ORDMKE610605-
5623645656653-30SNSN901/1/16OO4441ORDMSP630628-
2653753811759-120SNSN901/1/16F91310ORDMIA630629-
1644101910551025-300SNSN901/1/16UA425ORDCLT631624-
7642903928907-

210SNSN901/1/16AA2305ORDDFW6408189883610359221043
8181SNSN908100001/1/16NK1061ORDMCO650644-
6659100510271010-
170SNSN901/1/16UA1988ORDSFO65370916728932941101534
34SNSN9016018001/1/16OO5344ORDMBS657655-
27419239079272020SNSN900020001/1/16EV4110ORDRIC658
72729735100995510222727SNSN9017000101/1/16UA204ORD
LAX6596590713905946911-
350SNSN901/1/16B61563ORDSJU700658-2716131713351321-
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272794810161002-
140SNSN901/1/16AA1243ORDLAX72572507439351001945-
160SNSN901/1/16UA1778ORDSRQ73080939823113411181138
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1744111711391127-
120SNSN901/1/16UA211ORDMCO7327386750105911141104-
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50SNSN901/1/16UA1260ORDIAH734729-5742100510301010-
200SNSN901/1/16EV3852ORDBWI734732-
281310331031103988SNSN901/1/16EV4154ORDBUF73583156
8421050100510555050SNSN905000001/1/16EV4765ORDGRR7
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300SNSN901/1/16UA665ORDRSW74875578121142114511461
1SNSN901/1/16UA535ORDSFO7517521804102010521025-
270No
Issue1001/1/16EV4424ORDCVG7548182484210231009102819

19No
Issue1000000191/1/16F91249ORDSFO75580278161009104510
18-270No Issue1001/1/16OO5564ORDALB759752-
7820104711001057-30No
Issue1001/1/16NK357ORDLAS8008099822937954941-130No
Issue1001/1/16OO4989ORDSAT800756-
48251109105911141515No
Issue1000015001/1/16OO6527ORDDCA800759-
1826105010551054-10No
Issue1001/1/16UA672ORDLGA80081111827105511091100-
90No Issue1001/1/16UA1676ORDLAX800757-
380995710401030-100No
Issue1001/1/16AS23ORDSEA8008011827100010441007-370No
Issue1001/1/16NK815ORDMSY810806-
483510341030103777No
Issue1001/1/16UA586ORDDEN810804-68399371004101177No
Issue1001/1/16EV6133ORDTVC813803-1081895810231008-
150No Issue1001/1/16OO2921ORDCHO819815-
4843105811081102-60No
Issue1001/1/16AA1514ORDTPA819814-5827113811571142-
150No Issue1001/1/16AA1267ORDDCA824823-
1840105911141105-90No
Issue1001/1/16AA388ORDLGA825820-5831110011291103-
260No
Issue1001/1/16F91307ORDPHX82584015851111111271116-
110No
Issue1001/1/16NK595ORDIAH828828084811101112111977No
Issue1001/1/16EV5987ORDEVV82910201111042112394911279
898No Issue1000000981/1/16AA2337ORDDFW830827-
3839104111101047-230No
Issue1001/1/16EV2752ORDTYS830826-4840104511051047-
180No Issue1001/1/16OO2927ORDMKE833829-
49259479259522727No
Issue1000027001/1/16AA395ORDSJU840841185114491515145
4-210No
Issue1001/1/16UA643ORDTPA8418410901121012271214-

130No
Issue1001/1/16AA1455ORDRDU8418487909113011351134-
10No Issue1001/1/16UA632ORDIAD843842-
1854110711351113-220No
Issue1001/1/16UA1561ORDSTT845842-3900151515371527-
100No Issue1001/1/16AA1046ORDMCI846840-
68519511020956-240No
Issue1001/1/16AA1081ORDLAX847845-2856105411241102-
220No
Issue1001/1/16AA1463ORDFLL8508577911124413001249-
110No Issue1001/1/16AA1633ORDPBI850848-
2903123312531238-150No
Issue1001/1/16UA1885ORDMCI855854-1909101610331021-
120No
Issue1001/1/16AA1477ORDRSW8558550910123412511237-
140No Issue1001/1/16AA628ORDCLT855849-
6906112911571137-200No
Issue1001/1/16DL1319ORDDTW8569293395411411117114831
31No
Issue10014170001/1/16UA899ORDLAS85810329410441201110
612106464No Issue1000000641/1/16AA358ORDSTL858853-
5919100210151006-90No
Issue1001/1/16OO5462ORDDLH900902292110301037103811N
o
Issue1001/1/16NK729ORDTPA905110111611251432124114371
16116No Issue10090001071/1/16OO5323ORDSPI905856-
99431019100310242121No
Issue1000021001/1/16OO6334ORDAUS9059322794812141158
12212323No Issue1001900041/1/16OO5429ORDMKG905858-
792911011101110655No
Issue1001/1/16UA769ORDSFO90591169261119114211531111
No Issue1001/1/16EV6109ORDPIA905904-19249501001954-
70No
Issue1001/1/16UA206ORDMCO90611041181117142212481427
9999No Issue1000000991/1/16EV5919ORDMSN907903-
49139411003946-170No

Issue1001/1/16EV6143ORDGRB90793528947102410051029242
4No
Issue1001800061/1/16EV4183ORDPNS90813252571336153111
231541258258No
Issue10000258001/1/16UA589ORDIAH90992415940120611581
2161818No Issue1001503001/1/16EV4422ORDMLI909904-
59189441003949-140No
Issue1001/1/16EV5931ORDJAN909904-5918110711291112-
170No
Issue1001/1/16NK761ORDMSP9109199933103210401038-
4952101495610212525No
Issue1000025001/1/16UA725ORDPHX91091339341153120911
59-100No
Issue1001/1/16EV4349ORDOMA91092111937104010451044-
10No
Issue1001/1/16EV4758ORDMEM9119176931105511101109-
10No
Issue1001/1/16UA569ORDPDX9119209935111011501115-
350No
Issue1001/1/16UA1630ORDJAC9139130932110111291104-
250No Issue1001/1/16EV4686ORDOKC913910-
3921111511351121-140No
Issue1001/1/16OO6338ORDASE9149151938110211121108-
40No
Issue1001/1/16UA635ORDSEA914102874104212091153121926
26No Issue1008000181/1/16NK893ORDDFW915914-
1928113311481141-70No
Issue1001/1/16UA219ORDHNL91512512161311174514451750
185185No
Issue10018500001/1/16AA2499ORDPHL9159311694312071222
1212-100No Issue1001/1/16EV4719ORDSBN915912-
3923104711041051-130No
Issue1001/1/16EV6089ORDBTV91592169581239122012442424
No Issue1006018001/1/16EV6017ORDCID917909-
892595710241008-160No

Issue1001/1/16EV5965ORDDSM917910-7933102210381029-
90No
Issue1001/1/16UA588ORDSLC9199201940113411561137-
190No Issue1001/1/16EV3854ORDICT919917-
2932110411231108-150No
Issue1001/1/16AA1027ORDMCO9219276942125113061303-
30No Issue1001/1/16UA554ORDSAN922919-
3938112311551127-280No
Issue1001/1/16UA2001ORDLAX9249273946113212041154-
100No Issue1001/1/16F91296ORDMCO925919-
6945125413121304-80No
Issue1001/1/16UA202ORDOGG9309300955142214521435-
170No Issue1001/1/16UA1996ORDSJU930928-
2947155916101607-30No
Issue1001/1/16UA520ORDMSY930929-1949114711591150-
90No
Issue1001/1/16OO5533ORDTUS93294917100412231223122966
No
Issue1001/1/16UA1023ORDBZN9321013411030121612021225
2323No
Issue1002300001/1/16AS139ORDANC935102853104014181345
14223737No
Issue1003700001/1/16AA1312ORDPHX9369371951121312371
216-210No Issue1001/1/16UA3ORDSNA939932-
7957114712091152-170No
Issue1001/1/16B61012ORDBOS940931-9944122212541226-
280No Issue1001/1/16AA2543ORDDEN945940-
5953104811271117-100No
Issue1001/1/16UA1551ORDDEN9469591310101108114011531
313No
Issue1001/1/16OO6235ORDABQ9501058681109125512101259
4949No Issue1004900001/1/16OO2924ORDICT954951-
310431216115212202828No
Issue1000028001/1/16AA1507ORDTUS955954-
11005122012441226-180No
Issue1001/1/16AA1571ORDLAX955950-5958120012271215-

61016121312341219-150No
Issue1001/1/16UA841ORDSFO10001012121032122812431232-
110No
Issue1001/1/16DL2183ORDATL1000100881018124112531245-
80No
Issue1001/1/16AA2470ORDLAS10011025241039120812011213
1212No Issue1001/1/16AA1435ORDBOS10051002-
31013124513171252-250No
Issue1001/1/16AA2356ORDSFO10051036311051125112471259
1103510571056110155No
Issue1001/1/16AA1611ORDMIA1010101001022135814161407-
90No
Issue1001/1/16AA2542ORDSLC1011101101025120912381210-
280No Issue1001/1/16AA380ORDLGA10121008-
41017124413151248-270No
Issue1001/1/16UA806ORDDEN1013101741035113012001137-
230No Issue1001/1/16AA1185ORDEGE10151011-
41024114612121151-210No
Issue1001/1/16EV4275ORDCWA10201015-
51034111811261122-40No
Issue1001/1/16AA2312ORDDFW10291026-
31042124313101254-160No
Issue1001/1/16NK927ORDMCO10301046161057140514091411
21045130613281317-110No
Issue1001/1/16OO5295ORDCMX1032104513105712581259130
233No
Issue1001/1/16EV3266ORDMSN1040105414111011421136114
599No Issue1001/1/16EV3812ORDSDF10401036-
41047123612581242-160No
Issue1001/1/16EV4267ORDRIC10401039-11051131613371326-
110No Issue1001/1/16F91263ORDLAS10401035-
51047120912501215-350No
Issue1001/1/16UA499ORDSFO10441040-41054125913321304-

280No Issue1001/1/16OO5235ORDBNA10451039-
61053115412161201-150No
Issue1001/1/16AA2023ORDPHX1045104501058131113381318-
200No Issue1001/1/16UA336ORDCLE104613040No
Issue101A1/1/16UA688ORDFLL10471042-
51055142814591450-90No
Issue1001/1/16NK563ORDSAN10501114241128131213061315
99No
Issue1001/1/16UA776ORDMCO10501135451150145414321500
2828No
Issue1003000251/1/16UA532ORDBOS105111041311181402141
01406-40No
Issue1001/1/16B6906ORDJFK105411414712251504135915097
070No Issue10070230401/1/16OO5513ORDASE10561050-
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Issue1001/1/16UA1875ORDIAH11001435215144816591351170
7196196No
Issue10019600001/1/16NK121ORDRSW1120113212120015211
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Issue10012010001/1/16OO5319ORDMKE11201114-
6114512091206121377No
Issue1001/1/16AA1344ORDAUS11271125-
21139140214151406-90No
Issue1001/1/16OO2928ORDMKE1128135314514101429121515
04169169No
Issue1001002401351/1/16UA1850ORDSRQ11351137211511503
15231507-160No
Issue1001/1/16UA638ORDPHL1139114011153142614441429-
150No
Issue1001/1/16UA466ORDSFO1140114111151135014281354-
340No Issue1001/1/16AA334ORDMIA11451143-
21156153115461538-80No
Issue1001/1/16AA1239ORDSEA11451217321228140714181413
-50No
Issue1001/1/16AA327ORDDCA11501201111213142814401438-
20No Issue1001/1/16AA1461ORDFLL11501146-

41159153715551544-110No
Issue1001/1/16AA186ORDBOS11511146-51157143715061441-
250No
Issue1001/1/16AA227ORDSNA11551213181225141514221420-
51202135814351408-270No
Issue1001/1/16AA1296ORDSAN11561155-
11203135614181400-180No
Issue1001/1/16AA1390ORDLGA11561155-
11204143915001444-160No
Issue1001/1/16AA193ORDSFO12051221161239143614531440-
130No Issue1001/1/16AA1615ORDJAC120514260No
Issue101A1/1/16AA2580ORDRDU12051159-
61210143215001440-200No
Issue1001/1/16AA1025ORDRSW1210122010123315561608160
0-80No Issue1001/1/16AA1530ORDMSP12101208-
21224132313451327-180No
Issue1001/1/16AA2046ORDCLT12101203-
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Issue1000028001/1/16AA742ORDPHL121512161122914561520
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101220135114181356-220No
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Issue1001/1/16OO5313ORDEAU1218122681252134113381345
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Issue1001/1/16EV3827ORDSTL1219121901237132313421330-
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Issue1001/1/16OO5361ORDDLH1220122001255140113561405
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Issue1001/1/16UA463ORDLAX12201301411318150115001508
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Issue1001/1/16AA2198ORDMCO1220122001232153816071549
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Issue1001/1/16EV4116ORDAZO12201235151300142514201432
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Issue1001/1/16UA2005ORDSMF1221122211237142914591433-
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Issue1001/1/16NK847ORDDEN12251307421322142014081426
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Issue1001/1/16UA775ORDDEN12301229-11252135214151357-
180No

Issue1001/1/16DL393ORDATL123512416130415271530153222
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Issue1001/1/16EV5982ORDSGF124014230No
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350No Issue1001/1/16UA682ORDLGA13071306-
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Issue1001/1/16EV2841ORDTUL13181331131351152815191531
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Issue1001/1/16UA333ORDIAD1324132401335155216161604-
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Issue1001/1/16OO4474ORDSLC1325133161355154916091556-
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Issue1001/1/16AA436ORDCLT13421337-51354161616431637-

60No
Issue1001/1/16OO2929ORDMKE1345134831358141714411423
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Issue1001/1/16UA664ORDPHL1345134501402163416551638-
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Issue1001/1/16AA1289ORDSTL13451355101412145415011459
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Issue1001/1/16EV5995ORDEVV13451518931536161515051618
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Issue1001/1/16AA368ORDLGA13461344-21404164116541645-
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Issue1001/1/16OO5603ORDDTW1347141831143616241609163
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Issue1001/1/16OO6539ORDCLT13481351314151639164216486
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Issue1001/1/16EV4764ORDCRW13511346-
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Issue1001/1/16OO6425ORDAUS1352135751423165416461659
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Issue1001/1/16OO5431ORDMBS1352135311411155416021557-

50No
Issue1001/1/16EV6069ORDPWM1352135751419171217091718
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Issue1001/1/16EV5996ORDFNT13531357414221602160016088
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Issue1001/1/16UA1987ORDIAH13541522881532175016491807
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71413161616371623-140No
Issue1001/1/16UA272ORDCLE135414041014241610161316185
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Issue1001/1/16EV4716ORDJAX13551352-
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Issue1001/1/16EV6011ORDELM1356135711420163516371640
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Issue1001/1/16OO4971ORDDCA1400173721717502007165520
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Issue1001/1/16UA304ORDRDU14001520801534175417011758
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Issue1001/1/16AA2223ORDLAX1400144848145817001640172
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Issue1001/1/16UA307ORDBWI1402140971428164516571650-
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31416172017441727-170No
Issue1001/1/16EV4215ORDLAN14021357-

5141615541603160744No
Issue1001/1/16EV4607ORDGSO14021414121436165416521657
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Issue1001/1/16EV4343ORDBNA1404140401418151815351523-
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Issue1001/1/16UA761ORDSFO140514292414461700164917071
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Issue1001/1/16EV5934ORDSCE14091413414311645164816524
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Issue1001/1/16EV5911ORDPIA14201414-61427145215161459-
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Issue1001/1/16OO5697ORDMSY14281424-
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Issue1001/1/16EV4321ORDCAK1428150840151917091648171
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Issue1000000261/1/16AA2298ORDAUS1429143341444170917
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Issue1001/1/16AA2303ORDDEN1431145120150115571613160
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Issue1001/1/16UA734ORDPIT1439143901455165117101654-
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Issue1001/1/16OO6305ORDBDL14451438-
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Issue1001/1/16UA397ORDTPA144615486216001904183219124
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Issue1001/1/16OO5594ORDSTL14551529341542162616121631
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Issue1002200001/1/16OO2938ORDICT15001524241543170817

05171277No
Issue1001/1/16UA407ORDDEN1500150221512161016461616-
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Issue1001/1/16AA53ORDTPA1500151010153018421839184899
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Issue1001/1/16AA1407ORDMIA1500150221513184719081855-
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Issue1001/1/16AA1618ORDMCO15051504-
115151819184618561010No
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Issue1001/1/16OO2922ORDCHO1508160355161718301800183
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Issue1000000341/1/16UA222ORDSFO151415217153317281806
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Issue1001/1/16AA2192ORDDCA15151509-
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Issue1001/1/16AA1358ORDLAX1536153601548175518121803-
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Issue1001/1/16AA2475ORDSFO15381602241618181518241822
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Issue1001/1/16NK245ORDLAS1540154661557171217361722-
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Issue1001/1/16OO5177ORDFAR15451627421647181417481818
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61549173918041750-140No
Issue1001/1/16AA1747ORDCLT15451541-
41553181618431826-170No
Issue1001/1/16OO5644ORDMSP1550155771612171317281717-
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Issue1001/1/16EV6114ORDICT15501545-51557172317541737-
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Issue1001/1/16EV4137ORDAZO15521543-
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Issue1001/1/16EV5972ORDDSM15521550-
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Issue1001/1/16UA793ORDLAX16001558-21615175818421805-
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Issue1001/1/16UA1290ORDIAH16001704641719192518581929
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Issue1001/1/16UA451ORDLAS160517247917401900181219065
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Issue1005400001/1/16UA681ORDSFO160517298417421951185
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Issue10000190411/1/16UA817ORDPDX1609161910163118121
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Issue1001/1/16UA1641ORDSEA16091724751736191418491925

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Issue10014000221/1/16OO5472ORDSPI1610175110118121856
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Issue1001/1/16NK731ORDLAX16401637-31648183819111849-
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Issue1001/1/16AA2339ORDDFW16411635-
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Issue1001/1/16AA365ORDLGA16451636-91646191819531921-
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Issue1001/1/16AA342ORDMIA164517203517302052205421586
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Issue1001/1/16OO6395ORDCOS16541652-
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Issue1001/1/16UA622ORDDCA17001658-21711192819541931-
230No Issue1001/1/16AA1624ORDSFO17001657-

31708191019491915-340No
Issue1001/1/16UA1003ORDCLE1705170721722190819241915-
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Issue1001/1/16AA41ORDSEA1705170831719190319451912-
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Issue1001/1/16AA2606ORDSAN17051702-
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Issue1001/1/16VX241ORDLAX17101706-41723191619451924-
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Issue1000019001/1/16AA1222ORDDCA1711195416320112227
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Issue1000016001/1/16AA1205ORDBOS17191719017312012203
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Issue1001/1/16AA2516ORDDEN1720185595191220071903201
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Issue10027000481/1/16AS687ORDPDX17201721117441926200
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Issue1001/1/16UA263ORDLGA17231739161755202920362034-
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Issue1001/1/16UA1995ORDEWR1730175929182320512038205
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Issue1002100001/1/16UA743ORDSFO173017300174519372023
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Issue1001/1/16EV3835ORDTYS17301856861911211620022120
7878No
Issue1000078001/1/16EV6001ORDBUF17301743131753200120

00200999No
Issue1001/1/16OO6365ORDMSN1732181038182518521828185
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Issue1000000281/1/16UA765ORDDEN17322006154202721171
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Issue10050001171/1/16EV4502ORDGRB1732174715175718321
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51741192319451931-140No
Issue1001/1/16EV6110ORDMHT1735173611749203220472036-
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Issue1001/1/16UA437ORDMCO17412104203212023212432188
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31747192020191923-560No
Issue1001/1/16UA566ORDORF1743174521802203020442035-
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Issue1001/1/16UA1722ORDIAH17431804211821203120352038
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Issue1001/1/16UA619ORDALB17461743-31756202420482029-
190No
Issue1001/1/16UA320ORDCMH17481759111815200320122009
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Issue1001/1/16UA597ORDBWI17481804161820204120482046-
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Issue1001/1/16UA246ORDTPA174918112218482159213422073
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Issue10022011001/1/16OO5566ORDATL1750182636185021142
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Issue1000000251/1/16AA47ORDSJC17501746-
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Issue1001/1/16EV4135ORDSAV17501916861939222221002228
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Issue1001/1/16UA790ORDBOS175318172418312115211321196
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Issue1001/1/16EV6008ORDGSO17541758418132037204420462

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11811203220552037-180No
Issue1001/1/16OO5455ORDMKE17561755-
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Issue1001/1/16UA692ORDLGA18001811111824205721142102-
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Issue1001/1/16F91285ORDDEN18001752-81816190919421921-
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Issue1001/1/16UA225ORDIAD180218252318382054205521027
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Issue1001/1/16EV6026ORDSCE18031800-
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Issue1001/1/16UA591ORDCLE18051802-31818200520192011-
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Issue1001/1/16UA624ORDDCA18051926811945220421002208
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Issue10018000501/1/16UA362ORDMIA18101819918362203221
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Issue1001/1/16EV4728ORDROC18141911571928214220582148
5050No Issue1005000001/1/16UA442ORDBDL18171813-
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Issue1001/1/16EV2763ORDTYS18221846241859210321002115
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Issue1001500001/1/16AA2349ORDDFW1825185227190620582
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Issue1001/1/16AA2270ORDAUS18281825-
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Issue1001/1/16NK425ORDFLL183020561462112362229421331
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Issue100230101091/1/16VX211ORDSFO1830183001855210521
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Issue1001/1/16UA625ORDSFO1830183881850204521222052-
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Issue1001/1/16AA1277ORDCLT18351851161901212421392131
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Issue1001/1/16AA2253ORDDTW18351829-
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Issue1001/1/16EV4541ORDPVD18351834-
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Issue1001/1/16EV4251ORDSYR18381911331926214921282154
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Issue1001/1/16AA348ORDLGA1840184001853212321512128-
230No
Issue1001/1/16AA1529ORDRDU1840191030192621432139214
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Issue1001/1/16AA2193ORDMIA18411943621959232922552336
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Issue1003000381/1/16AA2225ORDLAX1841190423191320502
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Issue1001900001/1/16AA1110ORDPBI18451845018582219225
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Issue1001/1/16OO6242ORDBNA18501848-
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Issue1001/1/16AA1446ORDPHX1850214117122021721542715
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Issue1001/1/16AA2327ORDDFW1854185401909210321402109
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Issue1001/1/16EV4108ORDROA18551850-
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Issue1001/1/16F91298ORDMCO18551852-
31912221822452226-190No

Issue1001/1/16EV5820ORDGSP1857185701917213221432139-
40No
Issue1001/1/16AA1093ORDFLL1901190871919225023102254-
160No Issue1001/1/16OO5322ORDFWA19101903-
71917204821112054-170No
Issue1001/1/16OO6327ORDASE19101909-
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Issue1001/1/16EV4566ORDEVV19101909-
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Issue1001/1/16EV4679ORDDTW19111910-
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Issue1001/1/16EV6115ORDMSN1912191421944201320062020
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Issue1001/1/16UA651ORDSAN19131936232001214521392148
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Issue1001/1/16EV4560ORDFSD19131925121950210220562108
1212No
Issue1001/1/16EV6119ORDOKC1913192411194321282135213
722No Issue1001/1/16EV5916ORDMOB19141910-
41923211721332123-100No
Issue1001/1/16UA1825ORDEWR19151914-
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Issue1001/1/16UA259ORDOMA19151931161954205320482056
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21938220422252211-140No
Issue1001/1/16UA1681ORDFLL19161912-
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Issue1001/1/16EV4656ORDFAR1916191601945210921182114-
40No Issue1001/1/16EV5922ORDBHM19171914-
3193921002107210922No
Issue1001/1/16OO6247ORDBOI19181929111949215522202159
-210No Issue1001/1/16EV5862ORDXNA19191917-
21937205821102104-60No
Issue1001/1/16UA796ORDIAH19201941212005221122172215-
20No

Issue1001/1/16OO5484ORDMSP1921192211946204420522048-
40No
Issue1001/1/16UA1788ORDSNA1922192971947213221552136-
190No
Issue1001/1/16UA639ORDLAX19221936142000214322002152-
80No
Issue1001/1/16UA576ORDRSW1924192511942230923212312-
90No Issue1001/1/16AA2323ORDDCA19251921-
41941215822152202-130No
Issue1001/1/16UA262ORDSEA1926192821957213122062139-
270No
Issue1001/1/16UA565ORDSFO1926193151953214122172145-
320No Issue1001/1/16OO5511ORDCOS19301928-
21946204821202059-210No
Issue1001/1/16OO5186ORDSGF19301926-
41950205521102100-100No
Issue1001/1/16UA518ORDPDX19301943132012215022102155-
150No
Issue1001/1/16UA1489ORDSJU19301934419581542102453535
No
Issue1000035001/1/16UA226ORDMCO19341946122001230723
182315-30No
Issue1001/1/16OO5413ORDEAU1935202651203921262055213
51953222222442227-170No
Issue1001/1/16AS21ORDSEA19401955152016220122252215-
100No
Issue1001/1/16UA883ORDBZN1941194212008214622152151-
240No
Issue1001/1/16OO6449ORDSLC1945195382017221222262218-
80No Issue1001/1/16UA269ORDDEN19451942-
32010210421252113-120No
Issue1001/1/16F91276ORDATL19451941-42004222422502237-
130No
Issue1001/1/16OO6384ORDSAT1946194602000223322452240-
50No Issue1001/1/16UA612ORDDFW19461943-

32003220622322213-190No
Issue1001/1/16NK763ORDMSP19491946-32009210521192111-
80No
Issue1001/1/16UA515ORDSMF1950195222013220122262206-
200No
Issue1001/1/16NK903ORDDFW19522202130221513222539134
22000224423082248-200No
Issue1001/1/16AA154ORDMCO19572006920222329233823479
9No
Issue1001/1/16OO2933ORDMKE1958202527205721142050212
13131No
Issue10011040161/1/16EV6076ORDLNK2000200442020212621
402132-80No
Issue1001/1/16AA2257ORDSNA2005201382032221522342220-
140No
Issue1001/1/16AA2552ORDSLC20052126812140232222352329
5454No Issue1002000521/1/16AA344ORDPDX20102006-
42020220022482203-450No
Issue1001/1/16AA1315ORDSTL20102004-
62017210121242104-200No
Issue1001/1/16AA2557ORDSJC2016201712037223723002243-
170No
Issue1001/1/16AA1247ORDLAX2020205131210622492257233
74040No
Issue1003109001/1/16AA1628ORDRNO2020202992044222022
432225-180No
Issue1001/1/16AA2605ORDSEA20202030102046223322582314
1616No
Issue1001006001/1/16OO2932ORDICT20252029420432203222
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22042231423302320-100No
Issue1001/1/16AA1216ORDTUS20252020-
52035224823192251-280No
Issue1001/1/16AA2185ORDMSP20252022-
32034213021552134-210No

Issue1001/1/16AA2564ORDLAS20312045142056220922362216
-200No
Issue1001/1/16AA241ORDSFO2032203972102230123192308-
110No
Issue1001/1/16AA2375ORDSAN2035205823211322592259230
233No
Issue1001/1/16AA288ORDBOS20362121452136292353354242
No
Issue1003500071/1/16AA2190ORDPHX2040204882102231423
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Issue1001/1/16AA2353ORDDFW2041204212056224923212254
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Issue1001/1/16NK295ORDIAH204523321672347159233320615
3153No
Issue100430110001/1/16NK317ORDATL2050210313211623362
3462341-50No
Issue1001/1/16OO6464ORDSBN20502109192123224122392248
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Issue1001/1/16EV4407ORDFNT20502100102116225822572304
77No
Issue1001/1/16EV6087ORDATW2050205222104214221482146
-20No
Issue1001/1/16EV4408ORDAZO20522119272128225322522259
77No
Issue1001/1/16UA2000ORDIAD2054205952112232523442332-
120No
Issue1001/1/16UA483ORDPHX2054205512114232623572332-
250No
Issue1001/1/16UA1134ORDCLE20542108142120230923152313
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52109214021512144-70No
Issue1001/1/16UA1151ORDBTV2055205832118235452358-
70No
Issue1001/1/16EV3825ORDTYS20552115202143234523272348
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2211522532254225622No

Issue1001/1/16EV3844ORDDAY20572055-
22117225523082300-80No
Issue1001/1/16EV4473ORDTVC20572056-
12114225523052259-60No
Issue1001/1/16EV6168ORDABE2057205702115233823522345-
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12111215322062156-100No
Issue1001/1/16OO5716ORDDCA210021323221453234971818N
o Issue1001800001/1/16OO5300ORDMKE21002054-
62108212621462130-160No
Issue1001/1/16UA537ORDPHL21002056-42107232942334-
300No Issue1001/1/16EV4218ORDLEX21002055-
52110230023182307-110No
Issue1001/1/16F91271ORDLAX21002216762241282340355555
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52109233623412340-10No
Issue1001/1/16UA641ORDAUS21012057-42112233742342-
220No
Issue1001/1/16UA782ORDDEN21052121162130222122412229-
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Issue101B1/1/16UA1218ORDIAH2106210822120232923542335
-190No
Issue1001/1/16UA1741ORDLAX2109212415213723132344233
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Issue1001/1/16UA670ORDBOS2113213219214123272700No
Issue1001/1/16NK992ORDPHL21142142282154198241616No
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Issue1001/1/16OO5378ORDPAH21152108-
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Issue1001/1/16OO5351ORDCMX2115211502127232923422333
-90No Issue1001/1/16OO5407ORDSPI21152105-
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Issue1001/1/16NK968ORDBWI212522074222193812453333No
Issue1003300001/1/16AA1444ORDTUL21402223432234235523
3723582121No

Issue1001300081/1/16AA1557ORDBOS21452135-
1021463210036-240No
Issue1001/1/16AA2201ORDSTL21502143-
72154223723022256-60No
Issue1001/1/16AA1907ORDCLT2150215662210214725-220No
Issue1001/1/16F91265ORDLAS21502244542302132359333434
No
Issue1003400001/1/16NK167ORDPHX21552255602305104351
083333No
Issue1003300001/1/16AA91ORDDFW2205221162220164520-
222234610349-140No
Issue1001/1/16AA2279ORDLAX2210223929225245455055No
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140No Issue1001/1/16OO6239ORDDFW22252223-
22242425948-110No
Issue1001/1/16UA1239ORDSEA22302324542337102110108-
20No
Issue1001/1/16UA1437ORDSFO223022411122545111754-
230No
Issue1001/1/16EV4234ORDGRB22302252222301233423282338
1010No Issue1001/1/16EV4492ORDIND22302223-
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222502711832-460No
Issue1001/1/16UA1747ORDDEN22452238-722492351222358-
240No Issue1001/1/16UA1194ORDSJU22552252-
32302500535506-290No
Issue1001/2/16AA233ORDMIA500456-4520852904901-30No
Issue1001/2/16AA1171ORDPHX500459-1511731755737-180No
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Issue1001/2/16UA1057ORDIAH5045084518733757738-190No
Issue1001/2/16NK409ORDFLL530528-2541909925917-80No
Issue1001/2/16UA707ORDDEN530653837068007168085252No
Issue10000390131/2/16AA1951ORDCLT535528-
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3606823850829-210No Issue1001/2/16NK224ORDLGA546539-

75538318509223232No
Issue1000032001/2/16AA1411ORDMIA600550-
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Issue1000037001/2/16NK737ORDLAX600552-8603749835756-
390No
Issue1001/2/16OO5201ORDBOS60075011080610529231058959
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Issue1009500001/2/16UA634ORDEWR6006022617847904903-
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130No
Issue1001/2/16UA654ORDMCO6066171163994394895133No
Issue1001/2/16OO5227ORDBNA609607-2623720739726-
130No
Issue1001/2/16OO5536ORDATL61072676742101091310146161
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7619932957941-160No
Issue1001/2/16EV4443ORDPHL630623-7636911938919-190No
Issue1001/2/16F91310ORDMIA630628-2648101810551028-
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Issue1001/2/16DL1477ORDATL645643-2656923955930-250No
Issue1001/2/16DL2050ORDDTW645642-371890891391744No
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Issue1001/2/16EV4360ORDCLT650643-7657919949925-240No
Issue1001/2/16NK1061ORDMCO6507051572210331027104922
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372182482483066No
Issue1001/2/16UA1988ORDSFO65370512717918943927-160No
Issue1001/2/16OO5344ORDMBS657648-9701843907847-
57059521019957-220No
Issue1001/2/16B61563ORDSJU70073939808140613351413383
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370994410051001-40No
Issue1001/2/16VX231ORDLAX70071414738920935929-60No
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220No Issue1001/2/16AA2549ORDAUS708703-
57119271003934-290No
Issue1001/2/16AA1623ORDSEA7107100728133495013400No
Issue1001/2/16AA1003ORDRSW710708-2719104111051045-
200No Issue1001/2/16AA1096ORDMCO714708-
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Issue1001/2/16EV3843ORDROC714707-7727941955949-60No
Issue1001/2/16AA156ORDSAN7157194733924941929-120No
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372510571126113044No
Issue1001/2/16AA885ORDCLT715708-772695210161006-
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10No
Issue1001/2/16UA1840ORDFLL7157183734110811281121-
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4734100710251015-100No
Issue1001/2/16EV4471ORDSTL724815518349178419234242No
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10737101610331022-110No
Issue1001/2/16AA1243ORDLAX725721-47389321001938-
230No Issue1001/2/16EV4174ORDFNT730724-
68049469379521515No
Issue1000015001/2/16EV6089ORDBTV730726-
4740101710351021-140No
Issue1001/2/16OO4478ORDSLC73074313810100210141013-
10No
Issue1001/2/16UA258ORDMCO7307311745105111121059-
130No

Issue1001/2/16UA346ORDMIA730744148151150113911571818
No
Issue1001404001/2/16UA1260ORDIAH73073227441000102710
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Issue1001/2/16UA1676ORDLAX73073777489381010951-
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Issue1001/2/16EV4369ORDORF7327320747102410391031-
80No
Issue1001/2/16OO5265ORDDSM732759278138588549051111N
o Issue1001/2/16OO5393ORDFWA733726-7741913933918-
150No
Issue1001/2/16EV4671ORDRDU7358174282810571035110328
28No
Issue1002800001/2/16OO5186ORDBDL7357552082110581044
11021818No
Issue1001800001/2/16OO6427ORDBUF73574497591011100510
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Issue1001/2/16AA1555ORDDEN7377370750848921854-270No
Issue1001/2/16EV4556ORDCAK739730-97439381000944-
160No
Issue1001/2/16OO5763ORDMSN7417511080082783784588No
Issue1001/2/16UA535ORDSFO74175615808100810441020-
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Issue1001/2/16EV4522ORDSYR745737-8749101110351016-
190No
Issue1001/2/16OO5321ORDMKE74574618208428318491818No
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3758859918904-140No Issue1001/2/16UA675ORDDEN746743-
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Issue1001/2/16UA665ORDRSW7487480805113211451136-
90No
Issue1001/2/16EV4497ORDSAV7517521809104111011046-
150No Issue1001/2/16EV4474ORDALB751748-
3758103810521041-110No

Issue1001/2/16F91249ORDSFO7558303584610431045105277N
o Issue1001/2/16NK357ORDLAS800759-1815928954942-
120No
Issue1001/2/16UA1178ORDEWR8008000817105011021059-
30No
Issue1001/2/16VX201ORDSFO800837379021102105011081818
No
Issue1001800001/2/16OO5744ORDDAY8028042821100210161
0402424No
Issue1000022021/2/16EV4253ORDCAE80480408171040110010
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Issue1001/2/16UA632ORDIAD810807-3819103511031042-
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Issue1001/2/16OO2921ORDCHO819818-
184011041108110911No
Issue1001/2/16AA1267ORDDCA824820-4829105211141059-
4839111811291120-90No
Issue1001/2/16AA1463ORDFLL825824-1838121312301220-
100No
Issue1001/2/16F91307ORDPHX8258272844105511271100-
270No
Issue1001/2/16NK595ORDIAH828101610810271241111212489
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Issue1004010911/2/16AA2337ORDDFW8308431390010571110
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2844105011051053-120No
Issue1001/2/16OO2927ORDMKE833830-3849908925912-
130No
Issue1001/2/16AA395ORDSJU8358383852145515081501-70No
Issue1001/2/16AA1081ORDLAX8478503904105911241111-
130No
Issue1001/2/16AA1633ORDPBI85091121927130312531306131
3No

Issue1001/2/16UA1561ORDSTT8508577912152615401531-
90No
Issue1001/2/16AA1477ORDRSW85590510917123712511244-
7905112611571139-180No
Issue1001/2/16DL1319ORDDTW856852-4906105211161059-
170No
Issue1001/2/16EV4328ORDLNK8599171893310431042104644
No Issue1001/2/16EV4342ORDSTL8598590921100610161011-
50No Issue1001/2/16EV4422ORDMLI859857-2922949953952-
10No
Issue1001/2/16EV4430ORDMCI8598590912101510391022-
170No Issue1001/2/16EV4719ORDSBN859855-
4908103210481036-120No
Issue1001/2/16EV4686ORDOKC859905693711211121112766N
o Issue1001/2/16EV5956ORDCOS859857-2916101910451025-
200No
Issue1001/2/16EV5965ORDDSM85990910924101010201017-
30No
Issue1001/2/16OO6338ORDASE85990899301108105711111414
No Issue1001/2/16UA725ORDPHX900859-1910112511591131-
280No
Issue1001/2/16UA899ORDLAS9009191994911021106110711N
o
Issue1001/2/16EV4125ORDIND90593025950112011091128191
9No
Issue1000000191/2/16EV4349ORDOMA9059342995311071040
11113131No
Issue1002002091/2/16EV6109ORDPIA90592621945101310011
0181717No
Issue1001700001/2/16NK729ORDTPA905913892812321241123
6-50No Issue1001/2/16OO5323ORDSPI905903-
29391011100310151212No
Issue1001/2/16OO6357ORDFCA90591510931115812121205-
70No
Issue1001/2/16EV4758ORDMEM9059072928105311041058-

60No
Issue1001/2/16OO4989ORDSAT90592015955122912041235313
1No
Issue10013016021/2/16OO5229ORDSLC9059231894111391145
5914104511011052-90No
Issue1001/2/16UA3ORDSNA9059061927111511351119-160No
Issue1001/2/16UA554ORDSAN905911695111421136114599No
Issue1001/2/16UA635ORDSEA90592116943112711421138-
40No
Issue1001/2/16UA770ORDEGE905105811311151322105513271
52152No Issue1001203901011/2/16UA1849ORDMTJ905902-
3917104711151053-220No
Issue1001/2/16EV5919ORDMSN90790709249511003956-70No
Issue1001/2/16EV6064ORDATW907901-69189501002953-
90No Issue1001/2/16EV6143ORDGRB907901-
69139451005949-160No
Issue1001/2/16UA589ORDIAH9079147931114611551152-30No
Issue1001/2/16UA769ORDSFO9079211494811361144114400N
o Issue1001/2/16UA569ORDPDX90892517947113411471140-
70No
Issue1001/2/16UA643ORDTPA9089080924123012541238-
160No Issue1001/2/16EV5921ORDFSD909905-
493510521055110055No
Issue1001/2/16NK761ORDMSP91094535100911071040111232
32No
Issue1003200001/2/16OO5303ORDMKE9109144955101595610
192323No
Issue1000019041/2/16OO5209ORDABQ9119143937111311211
120-10No
Issue1001/2/16UA2001ORDLAX9149228947113511541148-
60No
Issue1001/2/16EV5987ORDMSY9151000451016121311491220
3131No Issue1000028031/2/16NK893ORDDFW915907-
8919112011481129-190No
Issue1001/2/16UA219ORDHNL91591619391410144515001515

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