{"id":19810584,"url":"https://github.com/fazledyn/undergraduate-thesis","last_synced_at":"2025-08-01T15:33:30.635Z","repository":{"id":195046159,"uuid":"692091171","full_name":"fazledyn/undergraduate-thesis","owner":"fazledyn","description":"This repository contains my undergraduate thesis done at Department of CSE, BUET","archived":false,"fork":false,"pushed_at":"2023-09-15T14:41:23.000Z","size":29702,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-28T18:45:34.439Z","etag":null,"topics":["bangla-nlp","banglabert","crowdtangle","food-review","sentiment-analysis","social-media-analysis"],"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/fazledyn.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":"2023-09-15T14:37:05.000Z","updated_at":"2023-09-15T15:38:09.000Z","dependencies_parsed_at":null,"dependency_job_id":"d684b880-18ff-41b5-b10a-6eef6d9053fc","html_url":"https://github.com/fazledyn/undergraduate-thesis","commit_stats":null,"previous_names":["fazledyn/undergraduate-thesis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/fazledyn/undergraduate-thesis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fazledyn%2Fundergraduate-thesis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fazledyn%2Fundergraduate-thesis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fazledyn%2Fundergraduate-thesis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fazledyn%2Fundergraduate-thesis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fazledyn","download_url":"https://codeload.github.com/fazledyn/undergraduate-thesis/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fazledyn%2Fundergraduate-thesis/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":268251248,"owners_count":24220080,"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","status":"online","status_checked_at":"2025-08-01T02:00:08.611Z","response_time":67,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["bangla-nlp","banglabert","crowdtangle","food-review","sentiment-analysis","social-media-analysis"],"created_at":"2024-11-12T09:22:31.546Z","updated_at":"2025-08-01T15:33:30.605Z","avatar_url":"https://github.com/fazledyn.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Interaction and Natural Language Processing Based Sentiment Analysis of Bangla Food Review in Social Media\nAuthor: Ataf Fazledin Ahamed (1705066 at ugrad.cse.buet.ac.bd) \u003cbr\u003e\nSupervisor: Dr. Sadia Sharmin (sadia at cse.buet.ac.bd)\n\n## Acknowledgement\nWe are thankful to our advisor, Dr. Sadia Sharmin for her continuous support in our related\nresearch. Her guidance and motivation during our research have been an inspiration\nas well as a factor of courage. We are grateful to her for her enthusiasm, guidance, and\nmost importantly, her confidence in us.\nWe would also like to thank all the board members of our B.Sc. thesis defense for their\nvaluable feedback and profound observations of our work shared during the thesis defense\npresentation.\nOur heartful thanks go to our classmates and seniors who have helped us during our\nresearch. Whether it may be answering a question or giving suggestions based on their\nexperience, we found their support with us in this journey.\n\n## Abstract\nWith the increasing availability of the internet and mobile devices, more and\nmore people are connecting to social media. Social media has evolved from a simple\nway of connecting with friends and family to a global village. It now presents itself\nas a medium of entertainment, a news platform, a marketplace, and a place for\nadvertisement. Users are nowadays attracted by social media content. In this\nstudy, we have focused on the food review-related contents of social media and\nperformed sentiment analysis. During this study, we collected Bangla food reviews\nand related comments from popular Facebook pages. We have used CrowdTangle,\na social media analytics tool to collect data from social media pages and used a\nscoring system based on reactions. Later on, we used Natural Language Processing\nto classify the collected comments and compared the results to the scoring system.\nOur study shows a high tendency for positive sentiments in food reviews\n\n## Content Tree\n```\n├───banglabert-files\n│   └───outputs\n├───datasets\n│   ├───facebook\n│   │   ├───khudalagse\n│   │   │   ├───csv\n│   │   │   └───pred\n│   │   ├───metroman\n│   │   │   ├───csv\n│   │   │   └───pred\n│   │   ├───petuk-couple\n│   │   │   ├───csv\n│   │   │   └───pred\n│   │   ├───rafsan\n│   │   │   ├───csv\n│   │   │   └───pred\n│   │   └───zoltanbd\n│   │       ├───csv\n│   │       └───pred\n│   ├───preprocess\n│   │   └───SentNoB Dataset\n│   └───training\n├───src\n│   ├───notebooks\n│   └───scripts\n└───thesis-book\n    ├───presentation (thesis defense)\n    └───source (latex files)\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffazledyn%2Fundergraduate-thesis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffazledyn%2Fundergraduate-thesis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffazledyn%2Fundergraduate-thesis/lists"}