{"id":18123619,"url":"https://github.com/kylase/topicdiff","last_synced_at":"2026-05-08T13:34:04.676Z","repository":{"id":48592822,"uuid":"134123358","full_name":"kylase/topicdiff","owner":"kylase","description":"TopicDiff visualises the difference in topic coverage between 2 content. This project is done for a technical demonstration of building a web application with Python.","archived":false,"fork":false,"pushed_at":"2023-05-01T20:52:05.000Z","size":18709,"stargazers_count":3,"open_issues_count":1,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-02-12T19:05:09.588Z","etag":null,"topics":["d3","flask","gensim","lda","python3"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/kylase.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":"2018-05-20T05:45:23.000Z","updated_at":"2024-12-19T08:13:15.000Z","dependencies_parsed_at":"2024-11-01T07:42:12.090Z","dependency_job_id":"674cfbe8-0b8c-43e0-82b9-0bfe458136d0","html_url":"https://github.com/kylase/topicdiff","commit_stats":null,"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kylase%2Ftopicdiff","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kylase%2Ftopicdiff/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kylase%2Ftopicdiff/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kylase%2Ftopicdiff/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kylase","download_url":"https://codeload.github.com/kylase/topicdiff/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247485288,"owners_count":20946399,"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":["d3","flask","gensim","lda","python3"],"created_at":"2024-11-01T07:42:02.942Z","updated_at":"2026-05-08T13:33:59.620Z","avatar_url":"https://github.com/kylase.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# TopicDiff Visualisation Application\n\n![Test and Deploy on Heroku](https://github.com/kylase/topicdiff/actions/workflows/test-and-deploy.yml/badge.svg)\n\n## Instructions\n\n### Windows PowerShell\n\n`$env:FLASK_APP = \"run.py\"`\n\nFor development: `$env:FLASK_ENV = \"development\"`\n\n### Linux/macOS\n\n`export FLASK_APP=\"run.py\"`\n\nFor development: `export FLASK_APP=\"development\"`\n\n## Objective\n\nThe main objective of this web application is to visualise how 2 documents are similar in terms of the topics that they cover using a topic model.\n\n## Technical Design\n\n### Topic Model\n\nThe topic model is trained with the [Wikipedia's page dumps](https://dumps.wikimedia.org/enwiki/20180520/) using [gensim's LDA implementation](https://radimrehurek.com/gensim/models/ldamodel.html).\n\n### Web Application\n\nThe web application is built with Python.\n\n[Flask](http://flask.pocoo.org/) is used as the back-end framework to handle the processing logic and to serve the data.\n\n[jQuery](https://jquery.com/), [d3](https://d3js.org/), [Bootstrap](https://getbootstrap.com/) are used for the front-end design.\n\n## API\n\nRefer to the [Swagger](https://topicdiff.herokuapp.com/api/docs/) for the API reference.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkylase%2Ftopicdiff","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkylase%2Ftopicdiff","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkylase%2Ftopicdiff/lists"}