Adidas US Sales (2020–2021)

1. Key Insights

1. Post-Pandemic Surge: The "Total sales by Invoice_date" chart reveals a massive disparity between 2020 and 2021. Sales in 2020 were relatively flat and low, while 2021 shows high-frequency, high-volume spikes, indicating a successful post-lockdown recovery or a major shift in consumer behavior.
2. Omni-channel Balance: Sales are remarkably well-distributed across methods: In-store (37.5%), Outlet (32.8%), and Online (29.7%). This suggests Adidas has a healthy, balanced retail ecosystem without over-reliance on a single channel.
3. Geographic Concentration: Sales are heavily driven by the "Big Three" states: New York, California, and Florida. These are likely the core hubs for Adidas US revenue.

2. Recommendations

1. Deep Dive into Profit Margins: While the overall profit margin is 23.79%, it would be beneficial to see this broken down by Sales Method.
2. Hypothesis: Online sales might have higher margins due to lower overhead, whereas Outlets might be dragging the average down.
3. Integrate Flexa Tables for Variance: Replace the current static "Top 3 States" bar chart with a Flexa Table pivot. This would allow you to see why New York is #1—is it volume or higher-priced items?—and allow users to toggle between 2020 and 2021 variance directly in the grid.