TextCraft with R: Mining, Scraping, and Understanding Web Data for Sentiment & NLP

By Mary M. Adepoju, Aishat O. Oyewunmi, Olaoluwa S. Yaya

Unlock the power of web text data with TextCraft with R-your comprehensive guide to mining, scraping, analyzing, and visualizing textual information. From social media posts and product reviews to news articles and blogs, this book empowers readers to extract meaningful insights using R.
Inside, you'll explore: Web scraping and API integration for structured and unstructured data.Text preprocessing and cleaning to prepare raw content for analysis.Exploratory text analysis, sentiment detection, and topic modeling.Advanced NLP techniques, including embeddings, named entity recognition, and transformer models.Interactive dashboards to communicate insights dynamically.Best practices, troubleshooting, and ethical guidelines for responsible text mining.Whether you're a data scientist, researcher, or enthusiast, this book combines theory, practical R workflows, and hands-on examples to help you turn raw text into actionable intelligence. Build dashboards, detect trends, analyze sentiment, and explore topics like a TextCraft professional.

• Format: Paperback
• Language: English
• ISBN: B0FMRKX8YY
• ISBN13: 9798298554091
• Release Date: August 2025
• Publisher: Independently Published
• Length: 196 Pages
• Weight: 0.59 lbs.
• Dimensions: 0.4" x 6.0" x 9.0"