{"id":18519739,"url":"https://github.com/fedebotu/awesome-twitter-word-clouds","last_synced_at":"2025-12-30T23:04:59.674Z","repository":{"id":108870572,"uuid":"357395860","full_name":"fedebotu/awesome-twitter-word-clouds","owner":"fedebotu","description":"Scrape Twitter data with Twint and apply cool mask for obtaining awesome word clouds","archived":false,"fork":false,"pushed_at":"2021-04-20T02:36:24.000Z","size":38010,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-05T03:01:55.275Z","etag":null,"topics":["awesome","logos","python","twint","twitter","word-cloud","wordcloud"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/fedebotu.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2021-04-13T02:07:59.000Z","updated_at":"2024-12-20T15:49:53.000Z","dependencies_parsed_at":null,"dependency_job_id":"fb5f37d9-662a-4f86-94b9-072618ace7eb","html_url":"https://github.com/fedebotu/awesome-twitter-word-clouds","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedebotu%2Fawesome-twitter-word-clouds","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedebotu%2Fawesome-twitter-word-clouds/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedebotu%2Fawesome-twitter-word-clouds/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fedebotu%2Fawesome-twitter-word-clouds/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fedebotu","download_url":"https://codeload.github.com/fedebotu/awesome-twitter-word-clouds/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248012514,"owners_count":21033216,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["awesome","logos","python","twint","twitter","word-cloud","wordcloud"],"created_at":"2024-11-06T17:17:17.499Z","updated_at":"2025-12-30T23:04:59.661Z","avatar_url":"https://github.com/fedebotu.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ☁️ Awesome Twitter Word Clouds\n\n\u003cp align=\"center\"\u003e\n  \u003cimg alt=\"Python\" src=\"https://img.shields.io/badge/python%20-%2314354C.svg?\u0026style=for-the-badge\u0026logo=python\u0026logoColor=white\"/\u003e\n\u003c/p\u003e\n\nThe idea behind this repository is to create word clouds by scraping Twitter data: _awesome_ ones!\nWe will create word clouds related to stocks of famous companies; this method however can be applied to many more areas.\n\n## 🗂 Contents\nThere are two notebooks containing examples for how to create the word clouds and two data folders:\n1. `Scraping Twitter Data with Twint`: obtain Twitter data related to a certain topic\n2. `Creating Word Cloud`: clean up scraped data and create word clouds applying masks\n3. `data/`: contains scraped data from Twitter related to stocks in 2020\n4. `images/`: contains logos (for applying masks) and obtained images\n\n## ⚙️ Instructions\nWe scrape data from Twitter by using `Twint` which allows us to create datasets without the need of API keys. Please follow these instructions to make it work properly:\n1. https://github.com/twintproject/twint/issues/1165\n2. https://github.com/twintproject/twint/issues/960\n\n## 🖼️ Examples\n\n\u003cp align=\"center\"\u003e\n  \u003cimg alt=\"Nvidia\" src=\"https://github.com/Juju-botu/awesome-twitter-word-clouds/blob/main/images/nvidia_wordcloud.png\" width=600 /\u003e\n\u003c/p\u003e\n\n\u003cp align=\"center\"\u003e\n  \u003cimg alt=\"Tesla\" src=\"https://github.com/Juju-botu/awesome-twitter-word-clouds/blob/main/images/tesla_wordcloud.png\" width=600 /\u003e\n\u003c/p\u003e\n\n\n\u003cp align=\"center\"\u003e\n  \u003cimg alt=\"Starbucks\" src=\"https://github.com/Juju-botu/awesome-twitter-word-clouds/blob/main/images/starbucks_wordcloud.png\" width=600 /\u003e\n\u003c/p\u003e\n\n## 📬 Feedback\nIf you would like to contribute and bring more _awesomeness_ to this repo, feel free to raise an `Issue` or to contribute with a `Pull Request`!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffedebotu%2Fawesome-twitter-word-clouds","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffedebotu%2Fawesome-twitter-word-clouds","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffedebotu%2Fawesome-twitter-word-clouds/lists"}