Reference no: EM133709477 
                                                                               
                                       
Data Visualisation Software
Your Task
Your    task for this assessment is to improve the dashboard you developed in    the last assessment (assessment three) and then provide a  comprehensive   report to a specific audience.
Assessment Description
Your    task for this assessment builds upon the dashboard you developed in    assessment three. The objectives of this assessment are as follows:
Dashboard    Refinement: Carefully review your previous dashboard. Identify areas    where you can make improvements to enhance its clarity, effectiveness,    and visual appeal. Consider the following:
Data Visualisation: Are there more suitable chart or graph types to represent your data?
Layout: Can you rearrange elements to improve the flow of information or how the user interacts with the dashboard?
Interactivity: Can you add filters, drill-down options, or dynamic elements to give the user more control in exploring the data?
Comprehensive    Report: After refining your dashboard, you will create a written   report  aimed at a specific audience. The specific requirements for this   report  will be provided at the start of Week 12.
Business case background:
You   have been hired as a sports analyst at a premier analytics consultancy   firm, which generates revenue by monetising its strategic insights and   expertise. Your primary role is to analyse both player and team   performance data to make recommendations on contracts for the next   season, as well as to identify potential sponsorship and advertising   opportunities. Your task is to analyse the data and utilise a set of   performance metrics to make recommendations to the league or individual   teams, helping guide future business decisions in order to generate   revenue for your consultancy.
Comprehensive Report: After refining your dashboard, you will create a written report aimed at a specific audience.
The specific requirements for this report and dashboard are:
Refinement of dashboard:
Make sure you have a variety of charts and at least one advanced chart in your dashboard.
Consider the theory of effective visualisations as you make refinements.
Make sure you have at least one drill through item (page) in your dashboard, such as teams or players.
Report:
Part A:
Clearly and concisely introduce the business problem.
Part B:
Perform some basic analyses of the data in addition to the dashboard.
Provide a comprehensive interpretation of the outputs (dashboard and additional analyses).
Make realistic recommendations regarding the players.
Part C:
Justify  the visualisations by discussing them in the context of the  theory in  DATA4100, i.e. cognitive load, pre-attentive attributes and  Tufte's  principles.
No additional references, other than your learning materials are required.
Please be guided by the CRISP-DM structure - focus on the business problem and showcase how the dashboard helps solve critical information gaps / improve decision making. Make sure you answer Part C and elaborate on the various design laws you have leveraged for the dashboard. Assessment 04: Individual Report
•	You are required to submit both your refined dashboard file and written report (there will be an option to upload your dashboard file).
•	The word limit for the written report is 2000 words.
•	In your report, include relevant charts and visuals that support your analysis.
•	All assignments are due Tuesday Week 13.