Assignment Task – Report (Maximum word count: 4,000 words) Task 2

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Assignment Task – Report (Maximum word count: 4,000 words)
Task 2.1 Hypothesis formulation
Formulate a hypothesis for answering your business question. This should include the following.
• Identification of independent and dependent variables derived from the collected datasets.
• Design of a diagram showing relationships amongst the identified variables.
• Design of hypothesis as a possible answer to the business question stated in Task 1.1. This hypothesis should be relationship- or classification-based.
(800 words)
Task 2.2 Data preparation
Prepare the collected data for use in a statistical tool. Discuss data cleaning, transformation and integration procedures required as part of this process. Use of any statistical tool (e.g. SPSS or Excel) and/or coding (e.g. Python) is allowed for the purposes of this assignment.
(700 words)
Task 2.3 Data analysis
Demonstrate a pilot study of the collected data. The response should be based on statistical analysis and include the following Identification and justification of a statistical test relevant to evaluating the hypothesis formulated in Task 2.1.
• Application of this test to your integrated dataset.
• Discussion of the test outcomes and their implications for answering the business question stated in Task 1.1.
• Graphical presentation and further interpretation of the test outcomes.
• Acknowledgement of the limitations and assumptions of the presented data model, and how it can potentially be enhanced for more accurate analysis.
(1500 words)
Task 2.4 Deployment considerations
Discuss how the presented data analytics can be deployed within the chosen case study. Specifically, include the following.
• The analysis of risks and potential challenges associated with this deployment.
• The ethical aspects of the deployment of this project.
• The conclusions and recommendations, which should summarise your findings and explain what particular benefits this presented model brings to your chosen organisation or project.
(1000 words)