Develop a comprehensive strategy for cleaning unstructured text data, including normalization, noise reduction, and handling missing values for various NLP tasks.
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.
Unlock full access
This prompt is part of the premium pack "Advanced data preparation strategies".
Transform messy text data into a clean, standardized format, improving consistency and preparing text for effective natural language processing.
Generate a step-by-step process to standardize text data within a dataset, addressing issues like inconsistent capitalization, whitespace, and variations.
This prompt helps identify various forms of missing data in a dataset and suggests strategies for handling them, including imputation and deletion methods.
