be considered in your project. Even if you think that your use of data and implementation of a
BI application do not pose any ethical risks, you are still required to demonstrate your analysis
of ethical issues using the PAPA framework (relevant documents are posted on Canvas).
Reflect on the challenges you faced when cleaning the data.
Step 5: Draw Conclusions
Summarise findings and think how they can be actioned to help each persona reach their
goals and what you would do next to help them. How would you operationalize the
findings?
Deliverables: Project Files and Group Report
Project Files (Excel and Tableau)
All Excel and Tableau files created in this project need to be uploaded and stored under your
Group folder in Canvas. These files will be used to verify and assess your work.
The files need to be submitted by the deadline for your group report to be considered. Group
reports submitted without corresponding files will not be marked.
Important: Please do not submit your project files through TurnItIn, but upload them under
your group folder on Canvas.
Your group report needs to be submitted through TurnItIn and should include the following
components:
1. Introduction – a brief description of your project and its envisaged value for different
communities of users (e.g. Why would anyone use your analysis?).
2. Design templates for three personas (i.e. 3 tables) clearly showing the corresponding non-
trivial questions (Step 1).
3. A multi-dimensional model of your data set (one model), labelled as Figure 1, with all
attributes listed and clearly defined in a separate table (Step 2) with discussion. As you are a
consultancy servicing three clients (Jocelyn, Louise and Charlie) you should just create one
star diagram will the dimensions for all three clients together.
4.(. A sample of your resulting data set (i.e. the actual Excel records), depicted as Figure 2
Step 2). To create this Figure, you may use print screen of the Excel file & paste it into a Word
document. Note that the shown data set needs to correspond to the MD model.
5. Visual answers for all stated questions (Step 3) – please use print-screen to capture your
resulting Tableau outputs and provide them as Figures (one per questions).
For example:
5.1. Persona “United Nations Jocelyn”
5.1.1. Question 1: <state the question>
Visual Answer:
provide print-screen of your answer>
<
Figure A: A visual answer showing …
Brief summary of results and their meaning and any assumptions