Imagine a professional situation where you would need data analysis from the sport industry. Select one option below :

- player / team performance prediction

- player / team evaluation

- player / team / company / club improvement

- improve the fan engagement

- improve Human Ressources Tools

1/ According to the selection made in point 1, please define the problem a company / player could face. Mention how the data analysis can help solving this problem. Use, according to this specific situation, the specific terminology (who are the individuals you are analysing, the selected variables, the characteristics, ... Are you analysing sample or population ? How would you select / create your dataset if you were the data analyst who should solve the problematic you have mentionned earlier). Also shortly mention what, according to you, could be the futur of data analysis (especially with the covid-19 ecosystem and the new digital and analytic environment it has built). (5 points)

2/ We have seen in class that you could be facing different types of error in your data analysis. Please mention some of them (and make the relation with the subject you have selected in question 1). (5 points)

3/ Please describe how you would like to include data analysis in your career path, now that you have the basics. (5 points)

Remenber that story telling and data vizualisation are key element for data analysis. Take this information into consideration in order to prepare your final presentation (5 points)