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You have been commissioned as an independent consult to explore a given dataset for an organization.

INSTRUCTIONS TO CANDIDATES
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Project Brief – Interpretation of Data

You have been commissioned as an independent consult to explore a given dataset for an organization. You should provide insight to the company through Exploratory Data Analysis (EDA), you may use feature engineering to aide this process. You should develop a report through R Markdown enabling your work to be reproducible.

Content to be submitted:

1) A report in either word or pdf containing your data cleaning, feature engineering, EDA visualisations, and conclusions.

2) The R Markdown file used to develop the report.

The report should include: Problem Statement

What is the task at hand?

Solution Statement

What process are you going to use deliver solutions?

Exploratory Analysis

Data cleaning undertaken.

Features engineered to improve EDA visualisations.

Exploratory analysis undertaken through visualisations.

Discussion/Conclusion

Discussion/Conclusions from the exploratory data analysis highlighting insights to the company

 

Marking scheme

 

The marking scheme for the assignment is broken down as follows:

 

1. 20% clarity of code and report produced.

2. 20% quantity of data cleaning undertaken and use of techniques thought in class.

3. 15% features engineered to improve EDA.

4. 20% depth of insight achieved through EDA process.

5. 25% quality of EDA visualisations produced including use of titles, subtitles, use of colour etc. and discussion.

 

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