Utilize advanced statistical methods to detect and characterize outliers within your dataset, providing actionable insights for data cleaning or further investigation.
Task: generate a summary of a video. Input: [video title], [video transcript], [length of summary: e.g., 100 words, 200 words] Instruction: summarize the video transcript, focusing on the main topics and key takeaways. The summary should be concise and informative, providing a clear overview of the video's content. Adhere to the specified length constraint.
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This prompt is part of the premium pack "Essential exploratory data analysis toolkit".
Develop a comprehensive strategy for cleaning unstructured text data, including normalization, noise reduction, and handling missing values for various NLP tasks.
Analyze open-ended customer feedback for nuanced sentiment, identifying key emotions and underlying issues.
Act as a data scientist to analyze provided customer behavior data and identify key indicators and patterns that predict churn. This prompt helps you proactively address potential customer attrition.