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Analyzing Customer Ratings Across Supermarket Locations

Distribution of customer ratings by location

We've successfully visualized the distribution of customer ratings across different supermarket locations. The box plot shows the spread and central tendency of ratings for each city, highlighting any potential differences in customer satisfaction by location.

Total sales by gender, by product category

We calculated the total sales by gender and product category. Here are the key findings:
  • Female Customers:
    • Highest sales in 'Food and beverages' category.
    • Lowest sales in 'Health and beauty' category.
  • Male Customers:
    • Highest sales in 'Health and beauty' category.
    • Lowest sales in 'Food and beverages' category.
A bar chart was generated to visually represent these sales distributions, showing clear differences in purchasing preferences between genders across different product categories.

Vizly

AI-powered data analysis

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