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Premier League Analysis use Microstrategy BI. Team 2:FBI(Fresh Business Intelligence). Agenda. Brief Introduction on project Working Process Dashboard Show Team Work. Agenda. Brief Introduction on project Working Process Dashboard Show Team Work. About Premier League.
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Premier League Analysis use Microstrategy BI Team 2:FBI(Fresh Business Intelligence)
Agenda • Brief Introduction on project • Working Process • Dashboard Show • Team Work
Agenda • Brief Introduction on project • Working Process • Dashboard Show • Team Work
About Premier League • the world's most watched league, followed worldwide by over half a billion people in 202 countries • One of the most richest football league: with total club revenues of €2.326 billion in 2008
Whatwe will do • We will analyze the league data from 2000-2011 • We will show you: • History Overview • average goal per match • team won the titles for most times • team overall performance • Factors that affect the performance • home result & away result • Attack & defense • Preview • Team character analysis • Prediction:Who’ll win the Champion?
Our Target Customer • Premier League Fan • Sports Magazine and website • Coach of club • Rich men who want to buy a club
Our Tools • Microstrategy 9.0 • Microsoft Office Access 2007
Agenda • Brief Introduction on project • Working Process • Dashboard Show • Team Work
Collecting Data • League, Team, Match, Player Data • Collecting Data from Premier League official website, ESPN,OPTA…. • Mainly manual
Build the data warehouse • Use Access 2007 • ETL process • regular expression • VBA • SQL
Warehouse Design Team Hierarchy
Warehouse Design Time Hierarchy
Warehouse Design Fact Table(Too many to display here) ………………………
Logical Data Model • Logical Data Model Season Manager Team Match Player Away Team Home Team Team A Team B
Build Project • Configure Project Metadata • Tool: Configuration wizard • Configure Project Connectivity • Tool: System Data Source(ODBC) • Creating Project • Creating Schema Object • Table, Fact, Attribute, Hierarchy
Build Reports & Dashboard • Reports for overview, analysis and preview • Nearly 90 metrics • Single Layout Multiple Panel
Agenda • Brief Introduction on project • Working Process • Dashboard Show • Team Work
“Overview” Panel • Team Profile Case • Manchester United • Match Reports Case • 2009/2010 Manchester City vs. Chelsea • League Statistics Case • Average Goal of season 2009/2010 : 3 • Glory: 10 tile, MU 5,Chelsea 3, Arsenal 2 • Seasonal Team Performance: Chelsea scored 103 in 2009/2010
Factors Analysis • Which Factors will affect the winning of the champion? • - Home vs. Away • - First Half vs. Second Half • - Attack and Defense • - Foul, Yellow Card and Red Card • - Player Skills (Not mentioned in this part for missing of data)
Factors Analysis-Home vs. Away • Case: • Top Team:09/10 Chelsea and Manchester United • Home: Chelsea 52 MU 49 • Away: Chelsea 34 MU 36 • See Graph Below: • 09/10 Sunderland with low away rank but not so bad season rank • Another example: 05/06 Fulham • Conclusion • Compare to 04-09 Top Team have both worse Away Performance ,so the excellent Home performance is more important
Factors -First Half vs. Second Half • Case: • 09/10 First Half Time Goal: • Top Team top rank • 09/10 Second Half time Goal Percent: • No much difference • 05/06 Second Half time Goal Against Percent • Sunderland • Conclusion • Top team seems more likely to score in the first half and kill the game • Weak team is more likely to lose in second half
Factors- Attack and Defense • Case: • 09/10,08/09…. • Conclusion • You should strong in both ways
Factors - Foul, Yellow Card and Red Card • Case: • 01….10 • Top Team in a cluster • Conclusion • Top One always neither the cleanest one nor the dirtiest one; It seems foul sometimes helps you.
Preview • General • Attack & Defense • Staff
Preview -General • Case: • Chelsea have both top rank of GF and GA • Much First Half Time Goal and Little Goal Against. • Arsenal with Top Possession Percent and only rank 4 and goal16
Preview -Attack & Defense • Case: • Still Chelsea • Arsenal with Most Chances Created and corner • Manchester United with Most cross • winger
Preview -Staff • Case: Chelsea and Manchester United • Manager • Manchester United Sir Alex Ferguson with excellent history result • Player: • Goal Keeper:both excellent • Assist:Key player such as Nani and Drogba • Best Shooter:BerbatovDrogba • Guard:Alex and Vidic
Conclusions & Suggestions • Prediction of Champion • Chelsea • Suggestions to Teams • As rival of Chelsea: Manchester United should improve their defense • Arsenal should be more efficient, With Top Possession Percent and only rank 4 and goal16
Agenda • Brief Introduction on project • Working Process • Dashboard Show • Team Work
Way of team work • Divide Project into three clear parts • Overview • Factors Analysis • Preview • Single intelligence Server Multiple Client(Desktop/Web)
Member Contribution • Yan, Pengyi(Robert): Team Leader • Contribution • Collecting the Match data • Design the scenario and report • Design the factor panel and preview panel of dashboard • Remark from team mate: “Problem Killer”
Member Contribution • Tian, Baoming(Bob) • Contribution • Collecting the team, player data • Build and maintain the data warehouse • Build project and schema object and overview report • Design the overview panel of dashboard • Remark from team mate: “Top Analyst”
End • Thank you!