Find the Patterns AI Prompt

Look through this dataset and find the most interesting patterns, trends, and relationships.

I am not looking for a list of statistics. I want to understand what story the data is telling.

1. Trends over time (if this data has dates):
   - Is the main metric going up, down, or staying flat over time?
   - Are there any seasonal patterns — does it spike at certain times of year or week?
   - Was there a turning point where things changed significantly?

2. Differences across groups:
   - When you split the data by the most important categories (region, product, customer type, etc.), which group performs best? Which performs worst?
   - Is the gap between the best and worst groups large or small?
   - Is there any group that behaves very differently from all the others?

3. Relationships between columns:
   - Which two numeric columns tend to move together — when one goes up, does the other also go up?
   - Is there a column that seems to predict or explain the main outcome?
   - Is there anything that seems like it should be related but is not?

4. Outliers and exceptions:
   - Are there any rows that are dramatically different from the rest? What makes them unusual?
   - Are there any gaps, zeros, or plateaus that seem like they should not be there?

5. The most important pattern:
   - Out of everything above, which single pattern is most important for the business to know about?
   - Describe it in one sentence that a non-analyst could repeat accurately to their manager.