amueller/word_cloud: papers linking to it

GitHub · 10,543 stars · 2,311 forks · Python · license MIT · created 2012 · github.com/amueller/word_cloud

← Code and data repositories cited in research papers

Research papers in the 480 tracked journals that link to amueller/word_cloud (https://github.com/amueller/word_cloud), read from their Crossref records: by year, category and journal, the family tree of papers building on one another, and the linked repositories derived from it or that it derives from.

Key findings#

4 papers in the tracked journals link to the GitHub repository amueller/word_cloud in their Crossref records, the first in 2021; most of them (3) in 2025.
By category: AI (4); the journals with the most are Knowledge-Based Systems (1), Neural Computing and Applications (1) and Data Mining and Knowledge Discovery (1).

By year#

20212025

Papers linking to amueller/word_cloud by publication year
Year	Papers
2021	1
2025	3

Journals#

Journals whose papers link to amueller/word_cloud most
Journal	Papers
Knowledge-Based Systems	1
Neural Computing and Applications	1
Data Mining and Knowledge Discovery	1
Journal Of Big Data	1

Papers linking to amueller/word_cloud, most cited first
Published	Title	Journal	Authors	Citations	Link
2021-04-21	Text mining using nonnegative matrix factorization and latent semantic analysis	Neural Computing and Applications	Ali Hassani, Amir Iranmanesh, Najme Mansouri	47	cites it
2025-05-31	Capturing research literature attitude towards sustainable development goals: an LLM-based topic modeling approach	Journal Of Big Data	Francesco Invernici, Francesca Curati, Jelena Jakimov et al.	15	cites it
2025-03-13	Recommending the right academic programs: an interest mining approach using BERTopic	Data Mining and Knowledge Discovery	Alessandro Hill, Kalen Goo, Puneet Agarwal	8	cites it
2025-07-30	Labeling issues through semantic patterns in open-source Agile practices	Knowledge-Based Systems	Nevena Ranković, Dragica Ranković	4	cites it

How this is measured#

Links are read from each paper's Crossref record as its publisher deposited it: the URLs and repository DOIs in its reference list (the software and data it cites) and its supplementary links (“is-supplemented-by”: its own code or data). A paper that gives its code only in the text, a footnote or a data availability statement is not counted, and some publishers deposit reference lists without their URLs, so every count here is a lower bound. Repository details come from the GitHub REST API (stars, forks, and the repository a fork was made from), the Hugging Face Hub API (likes, downloads, and the base model a model was derived from) and DataCite (Zenodo and other data DOIs, and the GitHub release a Zenodo record archives), read again every month.

Cite this page

Scholar4AI. (2026). amueller/word_cloud: papers linking to it. Journal and Conference Research Rankings. Retrieved November 3, 2026, from https://scholar4ai.com/code/github-amueller-word-cloud

@misc{scholar4ai-code-github-amueller-word-cloud,
  author = {{Scholar4AI}},
  title = {amueller/word_cloud: papers linking to it},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/code/github-amueller-word-cloud}},
  urldate = {2026-11-03},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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