Discover, Count, Categorise, Score, Translate and Relate Emoji in Text R package tidyEmoji version 0.3.0 A tidy toolkit for working with the emoji in any text column, such as social-media posts, product reviews, chat logs or survey responses. Unicode is awkward to handle and not every code point is an emoji, which makes emoji statistics fiddly to obtain. 'tidyEmoji' extracts, counts, categorises, sentiment-scores and emotion-scores emoji, converts them to and from text (for accessibility and NLP preprocessing), searches the emoji catalogue, maps emoji co-occurrence and sequences (graph-ready edge lists and n-grams), measures where and how densely emoji are used, and builds document-by-emoji feature tables for machine learning, with grapheme-aware detection (so skin-tone and multi-person sequences stay intact), returning tidy data frames that slot straight into a 'tidyverse' workflow. The bundled emoji sentiment lexicon is from the Emoji Sentiment Ranking of Kralj Novak et al. (2015) <doi:10.1371/journal.pone.0144296>, released under CC BY-SA 4.0; the emotion lexicon is from EmoTag1200 of Shoeb & de Melo (2020) <https://aclanthology.org/2020.emnlp-main.720/>, released under the MIT licence. Software Depends: R (>= 3.5.0) Imports: dplyr (>= 1.1.0), emoji, lifecycle, rlang, stats, tibble, tidyr, utils Suggests: rmarkdown, knitr, testthat (>= 3.0.0), ggplot2, readr, forcats, stringr Youzhi Yu <yuyouzhi666@icloud.com> Comprehensive R Archive Network (CRAN) Youzhi Yu [aut, cre] GPL (>= 3) 2026-08-04 application/tgz https://CRAN.R-project.org/package=tidyEmoji doi:10.32614/CRAN.package.tidyEmoji