Generate automated scripts and rules for robust data quality checks, ensuring data integrity and reducing errors in your datasets.
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 "Advanced data preparation toolkit".
Outline a systematic process for data type conversion and validation across disparate data sources, ensuring consistency and correctness for integration.
Design a robust plan for handling missing data, including imputation methods, justification, and impact assessment on dataset integrity.
Generate a step-by-step process to standardize text data within a dataset, addressing issues like inconsistent capitalization, whitespace, and variations.
