SlideShare ist ein Scribd-Unternehmen logo
1 von 16
Improving a Hockey Team: a
case study
GROUP MEMBERS
ZAIN ALI
TALHA IFTIKHAR
ZAIN ALI
SHAYAN UD DIN HAIDER
TAMHASIB ALI
Overview
 Background – the hockey team was facing challenges after losing 6 matches
constinously, so on November 4, 2017, STEVE SCALA decided to do inevitable
discussions with his friends regarding the team’s success.
 Challenges Faced by Team Members – many challenges faces by team members like;
Resistance to change, Lack of Accountability, Communication Breakdown, Ego &
Individualism, Lack of trust & Cohesion, Injuries & Fatigues, External Pressure &
Expectations & Balancing Personal & Professional Commitments
Questionnaire
 Which players should they have signed?
 Which players should the team trade for?
 What line combination would serve the team best?
Obejctive
 Identify Weaknesses
 Develop a strategic Plan
 Enhance Player Performance
 Imrove Team Dynamics
 Optimize Coaching Strategies
 Strengthen Physical Conditioning
 Enhance Mental Resilence
Plan Implemented
To face the challegence the following plan should be adopted by team members;
 Player Recruitment
 Coching Strategies
 Training & development
 Team communication
Contracts & Salary CAP
There are three contract types sepcified for the players;
 Entry - Level Contract – this contract is for the youngers players (age 25), who
were signing their first contract. This type of contract specified a maximum salary
of US$925,000 per year.
Contracts & Salary CAP
 35+ Contract – moslty this contract is for the older player. This type of contract
was designed to prevent a team from artificially lowering the team’s salary cap
burden by taking advantage of the older players retirement. Thereby creating a
smaller cap hit (Players Salary amount) charged against the team’s salary cap.
 Standard Contract
Players Rankings
 Lines – A hockey team typically had several groups of three forwards players, that
played together and substitued other lines during the game. Some hulders occurs
in between forward palyers like;
‘Unclear about which respective player skill would
affect the overall performance’
Players Rankings
 To address which player skill effect the line, like; which player is worse than the
other in a three players line the following modelled used in the mumerical form;
𝐿𝑖𝑛𝑒 𝑉𝑎𝑙𝑢𝑒 = 100 −
𝑖 −1
3
(100 − 𝑣𝑎𝑙𝑢𝑒𝑖)2
3
Players Rankings
 To address which player skill effect the line, like; which player is better than the
other in a three players line the following modelled used in the mumerical form;
𝐿𝑖𝑛𝑒 𝑉𝑎𝑙𝑢𝑒 =
𝑖 −1
3
(100 − 𝑣𝑎𝑙𝑢𝑒𝑖)2
3
Making a Decision
 Scala gathere a collection of players statistics from the 2016 -17 season (Ex 1). He
wondered whether this data could help determine the factors that drove players
salaries.
 Also he was courious about which line combination made the most sense for his
team to use going forward. Wanted to determine what tema member should the
top three forward lines.
Making a Decision
Questionnaire:
 When different players put together on the same line, would their rankings add up as a
linear average?
 Was a more in-depth analysis required to determine how each player’s specific skills
interacted with those of others players?
 Which type of interaction should apply to each skill?
Results
 Better Performance
 Increased confidence
 Enhanced team chemistry
 Stronger Defense & offense
 Increased Fan Engagement
 Attraction to Talent
 Sponsorship and revenue Opportunities
 Positive impact on Community

Weitere ähnliche Inhalte

Ähnlich wie Data presentation 2.pptx

Sports management
Sports management Sports management
Sports management Mohit Singh
 
Sports and economics
Sports and economicsSports and economics
Sports and economicsYumonomics
 
Identifying Key Factors in Winning MLB Games Using a Data-Mining Approach
Identifying Key Factors in Winning MLB Games Using a Data-Mining ApproachIdentifying Key Factors in Winning MLB Games Using a Data-Mining Approach
Identifying Key Factors in Winning MLB Games Using a Data-Mining ApproachJoelDabady
 
m503 Project1 FINAL DRAFT
m503 Project1 FINAL DRAFTm503 Project1 FINAL DRAFT
m503 Project1 FINAL DRAFTBrian Becker
 
PE Tactics Structure And Principles of Play
PE Tactics Structure And Principles of PlayPE Tactics Structure And Principles of Play
PE Tactics Structure And Principles of Playknoxpe
 
Coaching Philosophy Portfolio Part 2
Coaching Philosophy Portfolio Part 2Coaching Philosophy Portfolio Part 2
Coaching Philosophy Portfolio Part 2Jose Perez
 
A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...
A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...
A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...Shannon Green
 
Coachingphilosophy
CoachingphilosophyCoachingphilosophy
CoachingphilosophyDon Bowling
 
Hillsborough Boys JFC 2007 Season Plan, Season 2017/18
Hillsborough Boys JFC 2007 Season Plan, Season 2017/18Hillsborough Boys JFC 2007 Season Plan, Season 2017/18
Hillsborough Boys JFC 2007 Season Plan, Season 2017/18Gary Devenney
 
Predicting Salary for MLB Players
Predicting Salary for MLB PlayersPredicting Salary for MLB Players
Predicting Salary for MLB PlayersRobert-Ian Greene
 
atlblaze-shot-quality-cassis-presentation-pptx-3
atlblaze-shot-quality-cassis-presentation-pptx-3atlblaze-shot-quality-cassis-presentation-pptx-3
atlblaze-shot-quality-cassis-presentation-pptx-3Tyler Schanzenbach
 
Managing manchester united
Managing manchester unitedManaging manchester united
Managing manchester unitedJaison Peter
 
Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...
Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...
Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...Sloan Sports Conference
 
Team building - Football/soccer
Team building - Football/soccerTeam building - Football/soccer
Team building - Football/soccerRicardo Luiz Pace
 

Ähnlich wie Data presentation 2.pptx (20)

Sports management
Sports management Sports management
Sports management
 
Sports and economics
Sports and economicsSports and economics
Sports and economics
 
Identifying Key Factors in Winning MLB Games Using a Data-Mining Approach
Identifying Key Factors in Winning MLB Games Using a Data-Mining ApproachIdentifying Key Factors in Winning MLB Games Using a Data-Mining Approach
Identifying Key Factors in Winning MLB Games Using a Data-Mining Approach
 
m503 Project1 FINAL DRAFT
m503 Project1 FINAL DRAFTm503 Project1 FINAL DRAFT
m503 Project1 FINAL DRAFT
 
PE Tactics Structure And Principles of Play
PE Tactics Structure And Principles of PlayPE Tactics Structure And Principles of Play
PE Tactics Structure And Principles of Play
 
Research Paper
Research PaperResearch Paper
Research Paper
 
Coaching Philosophy Portfolio Part 2
Coaching Philosophy Portfolio Part 2Coaching Philosophy Portfolio Part 2
Coaching Philosophy Portfolio Part 2
 
A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...
A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...
A Hybrid Constraint Programming And Enumeration Approach For Solving NHL Play...
 
Coachingphilosophy
CoachingphilosophyCoachingphilosophy
Coachingphilosophy
 
Hillsborough Boys JFC 2007 Season Plan, Season 2017/18
Hillsborough Boys JFC 2007 Season Plan, Season 2017/18Hillsborough Boys JFC 2007 Season Plan, Season 2017/18
Hillsborough Boys JFC 2007 Season Plan, Season 2017/18
 
LAX IMPACT! White Paper
LAX IMPACT! White PaperLAX IMPACT! White Paper
LAX IMPACT! White Paper
 
Predicting Salary for MLB Players
Predicting Salary for MLB PlayersPredicting Salary for MLB Players
Predicting Salary for MLB Players
 
Social factors
Social factorsSocial factors
Social factors
 
atlblaze-shot-quality-cassis-presentation-pptx-3
atlblaze-shot-quality-cassis-presentation-pptx-3atlblaze-shot-quality-cassis-presentation-pptx-3
atlblaze-shot-quality-cassis-presentation-pptx-3
 
Final defence
Final defenceFinal defence
Final defence
 
Managing manchester united
Managing manchester unitedManaging manchester united
Managing manchester united
 
Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...
Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...
Moral Hazard in Long-Term Guaranteed Contracts – Theory and Evidence from the...
 
Sports Seminar Lecture Notes, 9-5
Sports Seminar Lecture Notes, 9-5Sports Seminar Lecture Notes, 9-5
Sports Seminar Lecture Notes, 9-5
 
Team building - Football/soccer
Team building - Football/soccerTeam building - Football/soccer
Team building - Football/soccer
 
Joe Kruger Report
Joe Kruger ReportJoe Kruger Report
Joe Kruger Report
 

Kürzlich hochgeladen

Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girlCall Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girlkumarajju5765
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxJohnnyPlasten
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxolyaivanovalion
 
ALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptxALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptxolyaivanovalion
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxolyaivanovalion
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...shambhavirathore45
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxolyaivanovalion
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightDelhi Call girls
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfRachmat Ramadhan H
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxolyaivanovalion
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxolyaivanovalion
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxolyaivanovalion
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023ymrp368
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfMarinCaroMartnezBerg
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz1
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130Suhani Kapoor
 

Kürzlich hochgeladen (20)

Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girlCall Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
Call Girls 🫤 Dwarka ➡️ 9711199171 ➡️ Delhi 🫦 Two shot with one girl
 
Log Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptxLog Analysis using OSSEC sasoasasasas.pptx
Log Analysis using OSSEC sasoasasasas.pptx
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
BigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptxBigBuy dropshipping via API with DroFx.pptx
BigBuy dropshipping via API with DroFx.pptx
 
ALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptxALSO dropshipping via API with DroFx.pptx
ALSO dropshipping via API with DroFx.pptx
 
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in  KishangarhDelhi 99530 vip 56974 Genuine Escort Service Call Girls in  Kishangarh
Delhi 99530 vip 56974 Genuine Escort Service Call Girls in Kishangarh
 
Carero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptxCarero dropshipping via API with DroFx.pptx
Carero dropshipping via API with DroFx.pptx
 
Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...Determinants of health, dimensions of health, positive health and spectrum of...
Determinants of health, dimensions of health, positive health and spectrum of...
 
Midocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFxMidocean dropshipping via API with DroFx
Midocean dropshipping via API with DroFx
 
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 nightCheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
Cheap Rate Call girls Sarita Vihar Delhi 9205541914 shot 1500 night
 
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls CP 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
 
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdfMarket Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
Market Analysis in the 5 Largest Economic Countries in Southeast Asia.pdf
 
BabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptxBabyOno dropshipping via API with DroFx.pptx
BabyOno dropshipping via API with DroFx.pptx
 
VidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptxVidaXL dropshipping via API with DroFx.pptx
VidaXL dropshipping via API with DroFx.pptx
 
Zuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptxZuja dropshipping via API with DroFx.pptx
Zuja dropshipping via API with DroFx.pptx
 
Data-Analysis for Chicago Crime Data 2023
Data-Analysis for Chicago Crime Data  2023Data-Analysis for Chicago Crime Data  2023
Data-Analysis for Chicago Crime Data 2023
 
FESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdfFESE Capital Markets Fact Sheet 2024 Q1.pdf
FESE Capital Markets Fact Sheet 2024 Q1.pdf
 
Invezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signalsInvezz.com - Grow your wealth with trading signals
Invezz.com - Grow your wealth with trading signals
 
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
VIP Call Girls Service Miyapur Hyderabad Call +91-8250192130
 

Data presentation 2.pptx

  • 1. Improving a Hockey Team: a case study GROUP MEMBERS ZAIN ALI TALHA IFTIKHAR ZAIN ALI SHAYAN UD DIN HAIDER TAMHASIB ALI
  • 2. Overview  Background – the hockey team was facing challenges after losing 6 matches constinously, so on November 4, 2017, STEVE SCALA decided to do inevitable discussions with his friends regarding the team’s success.  Challenges Faced by Team Members – many challenges faces by team members like; Resistance to change, Lack of Accountability, Communication Breakdown, Ego & Individualism, Lack of trust & Cohesion, Injuries & Fatigues, External Pressure & Expectations & Balancing Personal & Professional Commitments
  • 3. Questionnaire  Which players should they have signed?  Which players should the team trade for?  What line combination would serve the team best?
  • 4. Obejctive  Identify Weaknesses  Develop a strategic Plan  Enhance Player Performance  Imrove Team Dynamics  Optimize Coaching Strategies  Strengthen Physical Conditioning  Enhance Mental Resilence
  • 5. Plan Implemented To face the challegence the following plan should be adopted by team members;  Player Recruitment  Coching Strategies  Training & development  Team communication
  • 6. Contracts & Salary CAP There are three contract types sepcified for the players;  Entry - Level Contract – this contract is for the youngers players (age 25), who were signing their first contract. This type of contract specified a maximum salary of US$925,000 per year.
  • 7. Contracts & Salary CAP  35+ Contract – moslty this contract is for the older player. This type of contract was designed to prevent a team from artificially lowering the team’s salary cap burden by taking advantage of the older players retirement. Thereby creating a smaller cap hit (Players Salary amount) charged against the team’s salary cap.  Standard Contract
  • 8. Players Rankings  Lines – A hockey team typically had several groups of three forwards players, that played together and substitued other lines during the game. Some hulders occurs in between forward palyers like; ‘Unclear about which respective player skill would affect the overall performance’
  • 9. Players Rankings  To address which player skill effect the line, like; which player is worse than the other in a three players line the following modelled used in the mumerical form; 𝐿𝑖𝑛𝑒 𝑉𝑎𝑙𝑢𝑒 = 100 − 𝑖 −1 3 (100 − 𝑣𝑎𝑙𝑢𝑒𝑖)2 3
  • 10. Players Rankings  To address which player skill effect the line, like; which player is better than the other in a three players line the following modelled used in the mumerical form; 𝐿𝑖𝑛𝑒 𝑉𝑎𝑙𝑢𝑒 = 𝑖 −1 3 (100 − 𝑣𝑎𝑙𝑢𝑒𝑖)2 3
  • 11. Making a Decision  Scala gathere a collection of players statistics from the 2016 -17 season (Ex 1). He wondered whether this data could help determine the factors that drove players salaries.  Also he was courious about which line combination made the most sense for his team to use going forward. Wanted to determine what tema member should the top three forward lines.
  • 12. Making a Decision Questionnaire:  When different players put together on the same line, would their rankings add up as a linear average?  Was a more in-depth analysis required to determine how each player’s specific skills interacted with those of others players?  Which type of interaction should apply to each skill?
  • 13.
  • 14.
  • 15.
  • 16. Results  Better Performance  Increased confidence  Enhanced team chemistry  Stronger Defense & offense  Increased Fan Engagement  Attraction to Talent  Sponsorship and revenue Opportunities  Positive impact on Community