{"id":19603752,"url":"https://github.com/ikram-maulana/sentiment-analysis-simulation","last_synced_at":"2026-04-28T23:36:39.893Z","repository":{"id":186629995,"uuid":"578074288","full_name":"Ikram-Maulana/sentiment-analysis-simulation","owner":"Ikram-Maulana","description":"😊😐😠 A Next.js website that serves as a tool to simulate the sentiment and aspect classification process using the Support Vector Machine (SVM) algorithm","archived":false,"fork":false,"pushed_at":"2023-08-07T02:23:17.000Z","size":3407,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-09-07T15:43:26.278Z","etag":null,"topics":["classification","nextjs","reactjs","sentiment-analysis","support-vector-machine","svm-classifier"],"latest_commit_sha":null,"homepage":"https://sentext.vercel.app","language":"TypeScript","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/Ikram-Maulana.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}},"created_at":"2022-12-14T07:37:53.000Z","updated_at":"2025-01-13T04:48:41.000Z","dependencies_parsed_at":null,"dependency_job_id":"d15b6bcd-6418-4c4f-9d14-d068a77de817","html_url":"https://github.com/Ikram-Maulana/sentiment-analysis-simulation","commit_stats":null,"previous_names":["ikram-maulana/sentiment-analysis-simulation"],"tags_count":6,"template":false,"template_full_name":null,"purl":"pkg:github/Ikram-Maulana/sentiment-analysis-simulation","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ikram-Maulana%2Fsentiment-analysis-simulation","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ikram-Maulana%2Fsentiment-analysis-simulation/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ikram-Maulana%2Fsentiment-analysis-simulation/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ikram-Maulana%2Fsentiment-analysis-simulation/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Ikram-Maulana","download_url":"https://codeload.github.com/Ikram-Maulana/sentiment-analysis-simulation/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Ikram-Maulana%2Fsentiment-analysis-simulation/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32404340,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-28T19:38:08.556Z","status":"ssl_error","status_checked_at":"2026-04-28T19:37:55.688Z","response_time":56,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["classification","nextjs","reactjs","sentiment-analysis","support-vector-machine","svm-classifier"],"created_at":"2024-11-11T09:32:20.869Z","updated_at":"2026-04-28T23:36:39.854Z","avatar_url":"https://github.com/Ikram-Maulana.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sentiment Analysis Simulation\n\nThis is Next.js website that serves as a tool to simulate the sentiment and aspect classification process of a review text using Support Vector Machine (SVM) algorithm.\n\nLive example hosted on Vercel: https://sentext.vercel.app/  \nBackend API hosted on railway: **_currently unavailable because limit of railway free tier_**\n\nNOTE: The backend API project is private because it contains the algorithm code and the dataset used to train the algorithm.\n\n![Sentext](public/sentext.png)\n\n## 🖥️ Running Locally\n\n1. Clone this repo\n\n   ```bash\n   https://github.com/Ikram-Maulana/sentiment-analysis-simulation.git\n   ```\n\n2. Install dependencies\n\n   ```bash\n   yarn install\n   ```\n\n3. Add your `PUBLIC_API_API_URL` to your `.env.local` file with your API backend URL as the value.\n\n   ```bash\n    PUBLIC_API_API_URL=...\n   ```\n\n4. Run the development server\n\n   ```bash\n   yarn dev\n   ```\n\n5. Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.\n\n## 🚀 Deploy Your Own\n\n1. Clone this repo\n\n   ```bash\n   https://github.com/Ikram-Maulana/sentiment-analysis-simulation.git\n   ```\n\n2. Configure project with [Vercel](https://vercel.com)\n\n3. Add your own backend API with your own algorithm to your [Vercel Project Environment Variables] (https://vercel.com/docs/environment-variables) with `PUBLIC_API_API_URL` as the key and your API URL as the value.\n\n4. Do final deploy with Vercel\n\n## 🧑‍💻 Credit\n\n- [Ikram Maulana](https://github.com/ikram-maulana) as Full Stack Web Developer and Machine Learning Engineer\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fikram-maulana%2Fsentiment-analysis-simulation","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fikram-maulana%2Fsentiment-analysis-simulation","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fikram-maulana%2Fsentiment-analysis-simulation/lists"}