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The project covers 2023 and 2024, with data spanning daily sales, monthly store profitability, store characteristics, products, and the trading...
First work on Onyx
Sunrise Coffee Chain Analytics is an executive-focused Power BI report designed to support commercial decision-making across estate performance, loyalty effectiveness,...
Python (data cleaning and transformation), Power BI (analysis, visualisation)
The challenge involved analyzing the performance of 60 UK coffee stores across 2023–2024, with a focus on profitability, customer loyalty,...
Coming from the insurance domain, this project was a refreshing reminder that while industries differ, the principles of analytics remain...
Analysis Data and confirm types Deep reflection and thought process prior to start
I approached this as a review for Sunrise Coffee’s commercial team. The question was: where do the 60 UK stores...
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