tidytext

We have hosted the application tidytext in order to run this application in our online workstations with Wine or directly.

Quick description about tidytext:

tidytext brings tidy data principles to text mining by converting text into a tidy data frame format. It provides tools for tokenization, sentiment analysis, n?gram creation, and term?document matrices, enabling interoperability with dplyr, ggplot2, and other tidyverse workflows.

Features:

• Tokenizes text into tidy format (unnest_tokens)
• Supports sentiment lexicons (e.g. Bing, NRC) and TF-IDF computation
• Converts tm or quanteda objects into tidy data formats
• Easy integration with dplyr/ggplot2 for analysis and visualization
• Functions for n-grams, word co-occurrence, and document-term matrices
• Compatible with existing tidy data pipelines in R

Programming Language: R.
Categories: