---
title: "amueller/word_cloud: papers citing this GitHub repository"
description: "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."
url: https://scholar4ai.com/code/github-amueller-word-cloud
markdown_url: https://scholar4ai.com/code/github-amueller-word-cloud.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "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. (as of 2026-11-03)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-03T14:43:26+09:00
window: 2026-10-05 to 2026-11-03
source: OpenAlex (CC0)
---

# amueller/word_cloud: papers linking to it

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.

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

All repositories: https://scholar4ai.com/code.md

## 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

*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](https://scholar4ai.com/journals/knowledge-based-systems.md) | 1 |
| [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 1 |
| [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 1 |
| [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 1 |

## Papers

*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](https://doi.org/10.1007/s00521-021-06014-6) | [Neural Computing and Applications](https://scholar4ai.com/journals/neural-computing-and-applications.md) | 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](https://doi.org/10.1186/s40537-025-01189-4) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 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](https://doi.org/10.1007/s10618-024-01087-y) | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | Alessandro Hill, Kalen Goo, Puneet Agarwal | 8 | cites it |
| 2025-07-30 | [Labeling issues through semantic patterns in open-source Agile practices](https://doi.org/10.1016/j.knosys.2025.114197) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | 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

```bibtex
@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}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).