{"id":18686222,"url":"https://github.com/mateuszk098/text-mining-and-data-analysis","last_synced_at":"2025-11-07T23:30:34.309Z","repository":{"id":143199787,"uuid":"420408255","full_name":"mateuszk098/text-mining-and-data-analysis","owner":"mateuszk098","description":"Examples of text mining and statistical data analysis with R.","archived":false,"fork":false,"pushed_at":"2022-10-25T14:24:25.000Z","size":341,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-12-28T00:42:43.618Z","etag":null,"topics":["classifier","data-exploration","lda-model","natural-language-processing","nlp","online","r","rstudio","sentiment-analysis","svm-classifier","text-mining"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"unlicense","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mateuszk098.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2021-10-23T12:37:31.000Z","updated_at":"2023-12-10T15:09:43.000Z","dependencies_parsed_at":"2023-06-03T18:45:43.151Z","dependency_job_id":null,"html_url":"https://github.com/mateuszk098/text-mining-and-data-analysis","commit_stats":null,"previous_names":["mateuszk098/text-mining-and-data-analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mateuszk098%2Ftext-mining-and-data-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mateuszk098%2Ftext-mining-and-data-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mateuszk098%2Ftext-mining-and-data-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mateuszk098%2Ftext-mining-and-data-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mateuszk098","download_url":"https://codeload.github.com/mateuszk098/text-mining-and-data-analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239541851,"owners_count":19656102,"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":["classifier","data-exploration","lda-model","natural-language-processing","nlp","online","r","rstudio","sentiment-analysis","svm-classifier","text-mining"],"created_at":"2024-11-07T10:26:40.447Z","updated_at":"2025-11-07T23:30:34.264Z","avatar_url":"https://github.com/mateuszk098.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **Text Mining and Data Analysis**\n\n![GitHub last commit](https://img.shields.io/github/last-commit/mateuszk098/text_mining_and_data_analysis)\n\n## **Examples of text mining with R package. Scope of terms:**\n-  Text representation, representation models (bag-of-words, tf-idf etc).\n-  Statistical laws of language (Zipf's law, Heap's law).\n-  Natural language processing (NLP) and its applications.\n-  Measures of complexity (Herdan index, FOG readability index etc) and text similarity (cosine similarity).\n-  Sentiment analysis (dictionary and data-driven classifiers).\n-  Topic models.\n-  Online data analysis.\n\n## **Examples of data exploration methods with R package. Scope of terms:**\n\n- Linear and quadratic discriminant analysis, classifier evaluation.\n- Naive Bayes classifier.\n- Nearest neighbour method.\n- Classification trees.\n- Classifier ensembles.\n- Cluster analysis.\n- Principal component analysis.\n- Multidimensional scaling.\n- Factor analysis.\n- Support vector machines.","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmateuszk098%2Ftext-mining-and-data-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmateuszk098%2Ftext-mining-and-data-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmateuszk098%2Ftext-mining-and-data-analysis/lists"}