Evaluation of Customer Segmentation Analysis Assignment

Assignment Task

Criterion Introduction

• Objectives are poorly defined and lack clarity regarding segmentation analysis
• Explanation of methodology is insufficient or unclear, with significant gaps in detail
• Fails to describe the dataset or its variables. accurately or omits crucial details

Exploratory Data Analysis

• Limited analysis that neglects key variables and lacka meaningful commentary
• Few or unclear charts, poorly labelled, and lacking insight or relevance
• Key summary statistics are missing or insufficiently presented
• Ignores important variables or analyses them inadequately

Customer Segmentation

• Fails to standardise numeric variables or provides a weak explanation of why it's necessary
• Neglects to use the appropriate methods appropriately or lacks accurate analysis
• Omits required tables or presents them inaccurately
• Offers superficial or incorrect interpretations of clusters based on customer attributes.

Recommendations

• Fails to provide specific marketing techniques tailored to each identified cluster
• Lacks depth in understanding cluster characteristics and their implications for marketing strategies
• Offers generic or irrelevant recommendations that do not align with the identified customer segments

Conclusion

• Fails to clearly articulate the purpose of the report, the dataset used, the methodology employed, the findings, and the contributions
• Provides incomplete or inaccurate information regarding the key components of the report
• Lacks coherence and organisation In summarising the report's contents

Quality of writing & Word Limit

• Writing is weak
• Numerous grammatical and spelling errors are apparent
• Organization is poor
• Style is not appropriate for discipline

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