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The interactive dashboard presents a comprehensive overview of Roasters Coffee Sales data for the past 6 months. It delves into the total revenue generated across multiple outlets, highlighting their collective role in driving an upward trend, especially noticeable in the last 3 months. Dive deeper into the analytics by hovering over visuals or exploring specific details using the dropdown menus.
At the onset of the analysis, I began with a set of initial objectives. However, as I delved deeper into the data, I spent several hours uncovering insights to explore the sales trends of the Roasters Coffee shop thoroughly for six months. Fortunately, minimal data cleaning was needed, with just a bit of tweaking required for column formats, and there were no missing values in the dataset. This allowed for a seamless and detailed examination of the data, enabling a comprehensive understanding of the coffee shop's sales patterns.
I began with a univariate analysis focusing on key attributes, particularly those related to the total revenue generated and the total number of transactions. This analysis highlighted the mainstay items in the cafe's offerings, showing the average product price at $3.38. Despite this average, point-to-point variations over the six months resulted in a significant 103.83% increase in revenue for the cafe.
Next, I utilized DAX queries to visualize the total revenue share by store location, followed by category-wise sales. Notably, coffee category products emerged as the top sellers, showing an interesting trend with an 88.59% increase in the last 3 months. It was also observed that most sales, around 75%, occurred during weekends compared to weekdays. Throughout the 6 months, there were fluctuations in sales, dropping to as low as 3k and peaking at 55.3k in March before a steep incline. The highest revenue was recorded in the last month, reaching approximately 166k.
I've created custom backgrounds for both light and dark themes using Figma. The colors I used took from multiple coffee themes, not all but some variations were used best representing the coffee café theme. This selected color palette is consistently applied across all visualizations.