{"id":18400173,"url":"https://github.com/marionchaff/topic-modelling","last_synced_at":"2026-05-18T11:10:22.541Z","repository":{"id":249359932,"uuid":"831303850","full_name":"MarionChaff/topic-modelling","owner":"MarionChaff","description":"NLP: topic modelling using BERTopic + LSA + pLSA + LDA","archived":false,"fork":false,"pushed_at":"2024-07-20T07:17:28.000Z","size":2263,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-12T17:15:01.222Z","etag":null,"topics":["bertopic","customer-reviews","e-commerce","lda","lsa","machine-learning","natural-language-processing","nlp","plsa","python","text-analysis","topic-modelling"],"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/MarionChaff.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":"2024-07-20T07:07:29.000Z","updated_at":"2024-07-31T07:26:09.000Z","dependencies_parsed_at":"2024-07-20T08:28:27.889Z","dependency_job_id":"dfbec2bd-83c2-49d8-9e23-dc8879c5152c","html_url":"https://github.com/MarionChaff/topic-modelling","commit_stats":null,"previous_names":["marionchaff/topic-modelling"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MarionChaff/topic-modelling","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarionChaff%2Ftopic-modelling","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarionChaff%2Ftopic-modelling/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarionChaff%2Ftopic-modelling/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarionChaff%2Ftopic-modelling/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MarionChaff","download_url":"https://codeload.github.com/MarionChaff/topic-modelling/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MarionChaff%2Ftopic-modelling/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265191172,"owners_count":23725275,"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":["bertopic","customer-reviews","e-commerce","lda","lsa","machine-learning","natural-language-processing","nlp","plsa","python","text-analysis","topic-modelling"],"created_at":"2024-11-06T02:30:17.683Z","updated_at":"2026-05-18T11:10:17.485Z","avatar_url":"https://github.com/MarionChaff.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# topic-modelling\nNLP / Topic modelling / Customer reviews\n\nTopic modelling applied to a public e-commerce review dataset\nThis reusable scripts implements several topic modelling techniques: BERTopic, Latent Semantic Analysis (LSA), Probabilistic Latent Semantic Analysis (pLSA), Latent Dirichlet Allocation (LDA)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarionchaff%2Ftopic-modelling","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmarionchaff%2Ftopic-modelling","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmarionchaff%2Ftopic-modelling/lists"}