Want to go deeper? Use Excel, Python ( statsmodels ), or R for advanced decomposition (additive or multiplicative).
📌 Example: If January’s average sales are 120 and the overall monthly average is 100, the seasonal index = 1.2 (20% above average). how to find seasonal index
Here’s a clear, professional post you can use for LinkedIn, a blog, or a social media update: Want to go deeper
Collect at least 3–5 years of data for the same period (e.g., monthly or quarterly). Want to go deeper? Use Excel
Seasonal indices help you uncover repeating patterns in your data — whether it’s sales, web traffic, or demand. Here’s how to calculate them step by step: