Data Design on Data Analysis Assignment

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Assignment Task

Data Design

Assignment 1: Essay

  • Critically assess desired outcomes from data analysis activities.

  • Evaluate the use of data collection methods in solving specific organisational needs.

  • Critically analyse the effectiveness of an employed data collection tool.

  • Design a data collection tool to meet a specific organisational purpose.

  • Carry out, and interpret the results of, a pilot exercise for a data collection too.

  • Make developmental recommendation to enhance the effectiveness of an employed data collection tool.

  • Graduate Attribute: Lifelong Learning

 

Manage employability, utilising the skills of personal development and planning in different contexts to contribute to society and the workplace

Assignment Task - Essay

You are an analyst seeking to adopt big data for the improvement of business intelligence in your organisation. Such an initiative always starts with identification of data sources ensuring the provision of accurate, reliable and representative datasets which can be incorporated into the organisational data analytics. For this assignment, you are required to demonstrate the design and analysis of the respective data collection instruments for a case study of your choice.

Case study choice. You are encouraged to relate this assignment to your workplace, so that the outcomes can immediately be applied to improving its big data infrastructure. However, if you have no immediate workplace to analyse or its use for the assignment purposes is not possible, then you have an option of adopting another project (such as a commercial start-up, community project or social enterprise) which would take advantage of data analytics. Either an existing or prospective project can be discussed. In the latter case, the data infrastructure might not exist yet, however, you have an opportunity to propose its design and analyse it for any potential gaps.

NB1: You can use any publicly available datasets, e.g., historical data or national statistics (a sample list of public data sources can be found on the News and FAQs forum of the module). However, these datasets must be applied to in-depth analysis of your workplace or another specific project or activity which you are fully familiar with. Generic analysis of any third- party company is not acceptable for this assignment.

NB2: Organisation name, other business or stakeholder particulars and any personally identifiable information can be fully anonymised.

Assignment Task - Report

In Assignment 1, you have presented an organisation or project case study and designed data collection instruments to support its business intelligence. This assignment is aimed at the application of data collected in Assignment 1 to solving the related business question. Specifically, you are required to analyse the obtained data and evaluate the outcomes in the context of your chosen case study.

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

 

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