top answer: expert Information on Variables Legend Event and Data Characteristics Date March 16 2019 O

  

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Information on Variables

Legend
Event and Data Characteristics
Date March 16 2019
Opponent Vancouver Whitecaps
ProductGrouping Individual Ticket Sales
TicketCount Single Ticket Purchase
Social Media Statistics
FB_Content No. Facebook Content Pieces Posted
FB_Content Impressions No. Facebook Lifetime Content Impressions
FB_Engagement No. of times a user engaged in Facebook content
FB_CommentsPosSentiment No. Facebook Comments with Positive Sentiment
FB_CommentsNegSentiment No. Facebook Comments with Negative Sentiment
FB_GrowthTotalFans Increase or decrease in total number of fans
Ticket and Game Data
TransactionDate Qualitative
TransactionDateCategory Date of Transaction by Category
1 22-Jan
2 23-Jan
3 30-Jan
4 31-Jan
5 2-Feb
6 5-Feb
7 11-Feb
8 12-Feb
9 13-Feb
10 15-Feb
11 16-Feb
12 17-Feb
13 19-Feb
14 25-Feb
15 28-Feb
16 1-Mar
17 2-Mar
18 3-Mar
19 4-Mar
20 5-Mar
21 7-Mar
22 8-Mar
23 9-Mar
24 10-Mar
25 11-Mar
26 12-Mar
27 13-Mar
28 14-Mar
29 15-Mar
30 16-Mar
TicketPrice
SectionCat Seat Category/Section
1 Level 100
2 Level 200
3 Supporters

Data Houston vs Vancouver

Event and Data Characteristics Social Media Statistics Ticket and Game Data
Event Date Opponent ProductGrouping Ticket Count FB_Content FB_ContentImp FB_Engagement FB_CommentsPosSentiment FB_CommentsNegSentiment FB_GrowthTotalFans TransactionDate TransactionDateCategory Ticket Price SectionCat
3/16/19 Vancouver Whitecaps FC Individual 1 3 30046 665 0 2 -21 1/22/19 1 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 51954 1105 2 0 -11 1/23/19 2 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 51954 1105 2 0 -11 1/23/19 2 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 91855 6843 34 16 203 1/30/19 3 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 91855 6843 34 16 203 1/30/19 3 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 91855 6843 34 16 203 1/30/19 3 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 91855 6843 34 16 203 1/30/19 3 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 91855 6843 34 16 203 1/30/19 3 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 91855 6843 34 16 203 1/30/19 3 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 3 66273 4265 4 0 213 1/31/19 4 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 63985 3604 2 0 -169 2/2/19 5 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 63985 3604 2 0 -169 2/2/19 5 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 3 24215 1009 1 0 5 2/5/19 6 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 2 21062 1031 0 0 155 2/11/19 7 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 2 21062 1031 0 0 155 2/11/19 7 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 76836 4636 13 0 29 2/12/19 8 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 5 76836 4636 13 0 29 2/12/19 8 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 5 76836 4636 13 0 29 2/12/19 8 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 5 76836 4636 13 0 29 2/12/19 8 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 5 98492 7026 16 15 -116 2/13/19 9 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 98492 7026 16 15 -116 2/13/19 9 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 353880 6661 10 4 -31 2/15/19 10 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 8 353880 6661 10 4 -31 2/15/19 10 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 8 353880 6661 10 4 -31 2/15/19 10 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 8 353880 6661 10 4 -31 2/15/19 10 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 8 353880 6661 10 4 -31 2/15/19 10 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 40688 1889 2 0 -129 2/16/19 11 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 61969 3184 17 2 131 2/17/19 12 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 61969 3184 17 2 131 2/17/19 12 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 3 61969 3184 17 2 131 2/17/19 12 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 10 234305 20050 36 10 422 2/19/19 13 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 10 234305 20050 36 10 422 2/19/19 13 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 10 234305 20050 36 10 422 2/19/19 13 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 10 234305 20050 36 10 422 2/19/19 13 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 99826 9747 34 23 22 2/25/19 14 $54.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 99826 9747 34 23 22 2/25/19 14 $54.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 99826 9747 34 23 22 2/25/19 14 $54.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $39.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $39.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 153898 3757 7 3 95 2/28/19 15 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 135238 7784 4 8 88 3/1/19 16 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 135238 7784 4 8 88 3/1/19 16 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 135238 7784 4 8 88 3/1/19 16 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 8 135238 7784 4 8 88 3/1/19 16 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $64.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $64.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 239504 15100 49 18 81 3/2/19 17 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $49.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $49.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 80027 4744 6 3 36 3/3/19 18 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $64.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $26.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $26.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $30.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $30.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $30.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 11 590101 11390 37 12 115 3/4/19 19 $64.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 201469 15003 81 34 459 3/5/19 20 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 201469 15003 81 34 459 3/5/19 20 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 201469 15003 81 34 459 3/5/19 20 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 201469 15003 81 34 459 3/5/19 20 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 7 201469 15003 81 34 459 3/5/19 20 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $64.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $64.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 5 55112 1338 5 0 -135 3/7/19 21 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $49.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $49.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $49.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 46477 1168 1 0 -179 3/8/19 22 $49.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $18.00 3
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $18.00 3
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $44.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 311190 18639 50 17 -44 3/9/19 23 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $59.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $39.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $39.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $59.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $59.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 6 118738 6322 7 0 -6 3/10/19 24 $39.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $59.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.95 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $59.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $59.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $44.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $44.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $27.50 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $59.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $49.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $34.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 4 93794 5761 11 6 17 3/11/19 25 $24.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 8 162321 8492 33 21 90 3/12/19 26 $31.50 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 162321 8492 33 21 90 3/12/19 26 $20.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 162321 8492 33 21 90 3/12/19 26 $20.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 162321 8492 33 21 90 3/12/19 26 $20.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 162321 8492 33 21 90 3/12/19 26 $20.00 1
3/16/19 Vancouver Whitecaps FC Individual 1 8 162321 8492 33 21 90 3/12/19 26 $20.00 1
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3/16/19 Vancouver Whitecaps FC Individual 1 13 310837 19886 33 11 -4 3/16/19 30 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 310837 19886 33 11 -4 3/16/19 30 $19.00 2
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3/16/19 Vancouver Whitecaps FC Individual 1 13 310837 19886 33 11 -4 3/16/19 30 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 310837 19886 33 11 -4 3/16/19 30 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 310837 19886 33 11 -4 3/16/19 30 $29.00 2
3/16/19 Vancouver Whitecaps FC Individual 1 13 310837 19886 33 11 -4 3/16/19 30 $29.00 2
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3/16/19 Vancouver Whitecaps FC Individual 1 13 310837 19886 33 11 -4 3/16/19 30 $29.00 2
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Individual Term Project – Data Analysis Project 30%

Each student will, individually, analyze the Individual Project Data Set W2022 Final.xlsx file.

The dataset is from Houston Dynamo FC and includes data from ticket sales and social media

content for a match that was held in March 2019 between Houston Dynamo FC and the

Vancouver Whitecaps. The Dynamo analytics team is looking for information regarding the

relationship between social media content, ticket sales, and date of purchase, as well as any

differences in ticket sales by date of transaction. You have been hired as a consultant to review

the dataset and provide a summary report to the Houston Dynamo executive team**.

• Write the Report (include a creative title page for your report and an executive
summary that outlines what the report will cover)

a. Data Summaries:

• In an opening section with a heading entitled, “Cleaning the Data”, summarize
any outliers within the variables associated with Column F (Facebook Content

Impressions and G Facebook Engagement)

o Remove the rows that include outliers in Columns F and G, and
o Describe the outliers (by Date of Impression or Engagement) that were

removed from these columns and how you identified them as outliers.

o Maximum 1-page, single space.
6 marks

• Following the removal of outliers, create and present histogram visual summaries
of columns E-J and column M;

o Approximately 3-7 pages depending on how the histograms are formatted.
Make sure all values can be seen when formatting to fit on the page.

7 marks

• Following the cleaning of data, calculate mean and standard deviation values for
columns E-J and column M, and frequency statistics for columns L and N.

o Present these data in two tables, one for means and standard deviations for
each variable in columns E-J, and

o One for the frequency scores for columns L and N.
16 marks

• Conclude this section by outlining three main difference test hypotheses and
discuss if correlation analyses can be run.

o Three hypotheses related to difference tests you plan to assess (e.g.,
variables you will assess to see if there is a mean difference) and

o A conclusion on if correlation analyses can be run with this data.
o Approximately 1-2 pages, single spaced.

5 marks

Part A Total: /34 marks

BEGIN HYPOTHESIS TESTING AND DATA ANALYSIS

b. Present Comparison Statistics:

• Start this section with an opening paragraph that identifies the columns of data
you wish to test for THREE differences in mean (as an example, will you test

differences in ticket price by certain date categories? You can justify trying to test

three different date categories against one another).

o Use textbook terminology to outline why a difference test is appropriate
with the variables you have chosen.

6 marks

• Provides a brief summary of your three difference test results. Marks will be
allocated for if the appropriate test was run, and the appropriate statistics are

reported for each difference you have identified:

o Make sure to identify if the difference between mean scores is significant
based on your p value range,

o If the null hypothesis is rejected, and
o Any meaningful variables connections to the mean difference test;

▪ Approximately 1-2 pages.
▪ Calculations will appear as appendices

9 marks

• The results in this section will also be graded on how they are presented. Make
sure the results are clear and formatted in a way that looks professional.

3 marks

Part B Total: /18 marks

c. Acknowledging Association Statistics:

• An organization may be interested in correlation analyses to determine if social
media data is associated with ticket price purchases. Using scatterplots, provide a

summary of the associations between Columns E-J and Column M; six total

scatterplots.

6 marks

o From the visual representation of this data, what can we say about running
correlation analyses on these variables?

2 marks

Part C Total: /8 marks

***Continued on next page

d. Provide Conclusions and Recommendations – Approximately 2 pages: Outline 5
conclusions and 5 recommendations based on the results you believe would be

meaningful to the Houston Dynamo.

Part D Total: /10 marks

Total: / 70 marks

Due Date: Wednesday April 13 2022 at 12:00pm EST to the Sakai Drop Box

**Partnering with the Houston Dynamo and Wasserman Media Group, approximately five

(5) exemplar Individual Projects (i.e., superior mark and professionalism of project

presentation) will be selected by Dr. Kerwin and the TAs to have the opportunity to present

their findings and recommendations to the Houston Dynamo data team. If chosen, Dr.

Kerwin will ask for the students’ voluntary engagement in the presentation (note. This is

not a requirement of the project, but rather than added incentive to conduct quality work)

and ensure the students are prepared to make a presentation to these industry

stakeholders.

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