Step 9: Additional exploratory analysis
So, why do we want to perform an additional exploratory analysis? Well, there are some good reasons why we would want to do that:
- Uncovering hidden user patterns: Sometimes, there are trends, patterns, and relationships not immediately discoverable, and taking a second deeper look can find these.
- Validate initial findings: By validating the results from the initial analysis with a second analysis, you ensure robustness and reliability.
- Identify outliers: Not effectively finding outliers can skew the results. Spending more time on finding these can pay off.
- Improve model accuracy: Additional variables can be identified that can improve accuracy.
Above is a non-exhaustive list of reasons why we should do an additional analysis. Let’s see how Copilot can help us:
[Prompt]
Thank you, I wish to understand if there is any more exploratory analysis for the sentiment analysis of this dataset.
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