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6- The Reflection: Each Team member is expected to write a brief reflection about this project in terms of challenges, learning and contribution. 10 7- Cover letter (Format, key findings and recommendation ) [1+1+3] 5 8- Other Tasks Report is well-written and presented professionally, containing: • Title page • Table of Contents • Introduction • Appropriate use of headings within report • Appropriate use of figures (i.e. graphs, summary tables) and reference to calculations and summaries to justify all observations and recommendations • Overall structure, presentation and formatting. Note that the report has to be presented formally. It must include discussion of calculations, observations and recommendations with graphs and/or tables.

Marking SchemeBackground of the Project: Description of Project, Datasets and firm. The important of project for the firm, Dashboard/Reports What are the BI reporting solution/dashboards you will need to develop for operational manager of chosen in the light of Questions of your Data analysis -Advanced Work: The quality and complexity of additionalResearch - Justify why these BI reporting solution/dashboards are chosen and why those attributes are present and laid out in the fashion you proposed (feel free to include all other relevant justifications). Recommendations - The POLICE CHIEF would like to improve the operations. Based on your BI analysis and the insights gained from “Data Set” in the lights of analysis performed in previous tasks, make some logical recommendations to the POLICE CHIEF,

Task 5 – Recommendations for POLICE CHIEF The POLICE CHIEF would like to improve the operations. Based on your BI analysis and the insights gained from “Data Set” in the lights of analysis performed in previous tasks, make some logical recommendations to the POLICE CHIEF,Task 6 – Cover letter Write a cover letter to the POLICE CHIEF with the important data insights and recommendation to achieve operational/strategic objectives [1 page] Task 7 - The Reflection: Each Team member is expected to write a brief reflection about this project in terms of challenges, learning and contribution. Other Tasks – Please refer to marking scheme at the end of the assignment for other tasks and expectations.Report Submission: You will also submit a 7-8 pages report (about 1500 words not counting cover page and references) of this project. At least 15 references in your report must be from peer-reviewed sources. Include any and all sources of information including any person(s) you interviewed for this project.

Task 1- Background information Write a description of the selected dataset and project, and its importance for the firm. Information must be appropriately referenced. [1 Page] Task 2 – Reporting / Dashboards For your project, perform the relevant data analysis tasks by answering the above questions and, identify the visualization and dashboards you need to develop for the operational manager of the indicated firm. [2-3 Pages] Task 3 – Advanced Insights: In addition to the guided questions, it is expected to provide at least five (5) insights of the data. These insights will be judged in terms of quality and complexity. Task 4 – Research Justify why these BI reporting solution/dashboards are chosen in Task 2 (Reporting / Dashboards) and why those data sets attributes are present and laid out in the fashion you proposed (feel free to include all other relevant justifications).