{"id":27257333,"url":"https://github.com/sarcode/company_acquisition_nlp","last_synced_at":"2025-07-15T21:42:37.447Z","repository":{"id":74851817,"uuid":"153272116","full_name":"SarCode/Company_Acquisition_NLP","owner":"SarCode","description":"Text which contains a news about acquisition of a company , by a company and it predicts using Natural Language Processing about [ Acquired_Final ] \u0026 [ Acquired_Target ]","archived":false,"fork":false,"pushed_at":"2023-04-21T22:59:45.000Z","size":1416,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-04-11T03:17:03.461Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","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/SarCode.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,"zenodo":null}},"created_at":"2018-10-16T11:10:00.000Z","updated_at":"2023-04-21T22:59:50.000Z","dependencies_parsed_at":null,"dependency_job_id":"0de29283-6914-4d1f-8ac1-4efe248d5cba","html_url":"https://github.com/SarCode/Company_Acquisition_NLP","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/SarCode/Company_Acquisition_NLP","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SarCode%2FCompany_Acquisition_NLP","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SarCode%2FCompany_Acquisition_NLP/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SarCode%2FCompany_Acquisition_NLP/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SarCode%2FCompany_Acquisition_NLP/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SarCode","download_url":"https://codeload.github.com/SarCode/Company_Acquisition_NLP/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SarCode%2FCompany_Acquisition_NLP/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265461849,"owners_count":23769903,"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":[],"created_at":"2025-04-11T03:17:02.435Z","updated_at":"2025-07-15T21:42:37.147Z","avatar_url":"https://github.com/SarCode.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"left\"\u003e \u003cimg src=\"https://komarev.com/ghpvc/?username=sarcode\u0026label=Profile%20views\u0026color=0e75b6\u0026style=flat\" alt=\"sarcode\" /\u003e \u003c/p\u003e\n\n[![LinkedIn][linkedin-shield]][linkedin-url]\n\n\n# Company_Acquisition_NLP\nStatement contains a news about acquisition of a company , by a company and it predicts using Natural Language Processing about [ Acquired_Final ] \u0026amp; [ Acquired_Target ]\n\n# Standard Approach\nMatch unique id from corpus set and training set  \nTokenizer splits data into small figments   \nUse tagger library which informs about nouns, verbs, adjectives etc.  \nUse parser library defines the dependency of words to each other  \nMatch unique id from corpus set and test set and predict Acq_Final \u0026 Tar_Final according to result of above algorithm  \n\n# Our Approach! Let’s Discuss.\nTokenizer  \nStemming   \nTagger  \nRule Based Approach\n\n# Rule Based Approach\nProper Noun:  \nBuy:      Token after buy is target  \nSell:     Token after sell is target  \nSells:    Token after sells is target  \nSells to: Token after sells to is acquiring  \n\n# Additional Details\nLocate:  \nProblem_Statement_ML_MnA.zip   \nin repository for dataset and description of dataset\n\n\n[linkedin-shield]: https://img.shields.io/badge/-LinkedIn-black.svg?style=for-the-badge\u0026logo=linkedin\u0026colorB=555\n[linkedin-url]: https://www.linkedin.com/in/sarthak-agarwal-dell/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsarcode%2Fcompany_acquisition_nlp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsarcode%2Fcompany_acquisition_nlp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsarcode%2Fcompany_acquisition_nlp/lists"}