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This analysis delves into customer survey data, acting as a powerful medium to understand the target audience's demographics, coffee preferences, and spending habits. By leveraging these insights, we can design a coffee shop experience that caters directly to our ideal customers and positions us for success in the competitive coffee market.
Data Source and Credibility:
The foundation of this analysis is a CSV file containing customer survey responses from The Great American Coffee Taste Test. It is to be noted that only 5000 people participated in this survey and the primary medium of finding out about the survey was Youtube. The data is skewed and is used with caution.
Data Cleaning and Transformation:
The data was meticulously cleaned to ensure accuracy and then transformed into separate relational tables for deeper exploration.
Biases and Limitations: The Great American Coffee Taste Test participants may not represent the entire demographic of our target audience. Future surveys tailored to our local market might be beneficial to gain even deeper customer insights.
Additional Considerations: