Global Sales Insights Report - Tableau Project
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Global Sales Insight Report for Anonymous Company (Wayne Trading Co.)
Executive Summary
The Global Sales Overview provides a snapshot of the company’s robust performance, with total sales reaching an impressive $4,300,785 in 2022. Despite facing seasonal fluctuations, such as the significant sales drop observed in January compared to December, Wayne Trading Co. has maintained a strong foothold in the market.
Furthermore, the Order Efficiency Analysis underscores the company’s commitment to operational excellence, with efficient shipping operations and order processing dynamics. Despite challenges, the company has managed to optimize processes and maintain high customer satisfaction levels across diverse product categories and market segments.
Lastly, the Post-Holiday Sales Analysis demonstrates the company’s agility in adapting to changing market dynamics and consumer behaviour. Despite seasonal challenges, Trading Co. has maintained a competitive edge through data-driven insights and proactive measures to mitigate sales fluctuations and optimize performance.

Global Sales Overview
Sales Trend
Highest and Lowest Sales

Order Efficiency Analysis
The Order Efficiency Analysis provides valuable insights into the company’s shipping operations and order processing dynamics. Firstly, the scatterplot comparing shipping costs to sales by order priority reveals a weak positive relationship, suggesting that higher-priority orders incur slightly higher shipping costs. Conversely, the strong positive relationship observed between shipping costs and sales by product category indicates that certain product categories, such as furniture and technology, drive higher shipping costs due to their size or special handling requirements.
Do Consistency mean Efficiency?
Additionally, the consistent order processing times across different order priorities within main categories (furniture, office supplies, and technology) highlight the company’s operational efficiency in managing order fulfilment regardless of priority level.
However, the distribution of product sales paints a clear picture of customer preferences, with phones emerging as the top-selling category followed closely by copiers, chairs, and bookcases. Interestingly, office supplies emerge as the most ordered category despite phones driving the highest sales, indicating a potential area for further investigation.
Looking into the Future
Henceforth, the next step would involve a deeper dive into the underlying factors influencing shipping costs and sales within each product category. This could include analysing shipping methods and carriers, exploring pricing strategies, and assessing inventory management practices to identify opportunities for cost savings and revenue optimization. Additionally, optimizing order processing times for specific product categories, particularly furniture and technology, could further enhance operational efficiency and customer satisfaction.

Customer Segmentation Insights
Upon examining the Customer Segmentation Insights, the distribution of profit margin by customer segmentation indicates a remarkably consistent profitability across all segments, with each segment yielding around 12 percent profit margin. This suggests that the company has effectively managed costs and pricing strategies across diverse customer segments, ensuring profitability across the board.
What is happening in EMEA, Africa and Canada?
Delving into regional sales distribution adds another layer of insight, with the APAC region emerging as the top sales contributor, generating a total of 3.5 million in sales. Despite a comparable customer count, the EMEA and Africa regions lag significantly behind in sales, suggesting potential opportunities for market expansion or targeted marketing efforts in these regions. Conversely, Canada stands out as having both the lowest customer count and sales volume, signalling the need for focused strategies to increase market penetration and drive sales growth in this market.
Next Phase

Looking into Product Performance Insights, technology emerges as the most profitable category, boasting a robust profit margin of 13.98%. Meanwhile, office supplies also contribute significantly to the total profit, albeit with slightly lower margin. This highlights the importance of leveraging technology products to drive profitability, while also ensuring adequate attention to furniture to maintain a balanced revenue stream.
Top-Selling Products
High Discount Rate, Low Sales, and Product with loss
In the Ensuing Steps
Considering these findings, the next step for the company would involve a comprehensive review of its product management and pricing strategies. This could entail refining product offerings, optimizing pricing strategies, and implementing targeted marketing campaigns to capitalize on profitable products and address challenges in less-performing categories. Additionally, efforts should be directed towards identifying and rectifying cost inefficiencies to improve overall profitability and maintain a competitive edge in the market

Post-Holiday Sales Analysis
The Post-Holiday Sales Analysis provides crucial insights into the company’s sales dynamics during the transition from December to January each year. Firstly, the consistent pattern of significant sales drops in January compared to December highlights a seasonal trend that warrants attention. Despite efforts to boost sales post-holidays, the data suggests that January remains a challenging month for sales performance.
Do more discounts mean more sales?
Delving into the average discount comparison, December 2019 stands out with the highest average discount rate, while January 2021 records the lowest. Interestingly, despite the lower average discount in January 2021 compared to December 2020, total sales still increased, indicating that other factors may be influencing purchasing decisions during this period.
The analysis of sales comparison by market also reveals a consistent sales drop in January across all markets every year. Despite efforts to incentivize purchases through increased average discounts in January 2022, sales continue to decline. This suggests that market-specific factors may be at play and require further investigation.
Analysing the cause for the future
Moving forward, the next step would involve a deeper dive into the underlying reasons behind the January sales drop and the impact of discount strategies on consumer behaviour conducting customer surveys, analysing market trends, and exploring alternative promotional tactics to mitigate the seasonal decline in sales. Additionally, leveraging advanced analytics and predictive modelling techniques could help forecast sales patterns more accurately and inform targeted strategies to optimize sales performance during the post-holiday period.