{"id":18483924,"url":"https://github.com/computingvictor/tfm_valuationsentimentengine","last_synced_at":"2026-04-26T22:31:25.226Z","repository":{"id":171075868,"uuid":"628334132","full_name":"ComputingVictor/TFM_ValuationSentimentEngine","owner":"ComputingVictor","description":"Final master's project on valuation sentiment analysis for Tweets and Amazon Reviews","archived":false,"fork":false,"pushed_at":"2023-10-06T06:42:05.000Z","size":5572,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-05-13T20:37:24.535Z","etag":null,"topics":["amazon","cunef","flask","machine-learning","review","sentiment-analysis","tfm","twitter"],"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/ComputingVictor.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":"2023-04-15T16:13:24.000Z","updated_at":"2023-09-18T09:20:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"eb4b7452-5ea1-4edb-8885-ce39bcc7c8a3","html_url":"https://github.com/ComputingVictor/TFM_ValuationSentimentEngine","commit_stats":null,"previous_names":["computingvictor/tfm_2023","computingvictor/tfm_valuationsentimentengine"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ComputingVictor/TFM_ValuationSentimentEngine","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ComputingVictor%2FTFM_ValuationSentimentEngine","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ComputingVictor%2FTFM_ValuationSentimentEngine/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ComputingVictor%2FTFM_ValuationSentimentEngine/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ComputingVictor%2FTFM_ValuationSentimentEngine/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ComputingVictor","download_url":"https://codeload.github.com/ComputingVictor/TFM_ValuationSentimentEngine/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ComputingVictor%2FTFM_ValuationSentimentEngine/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32315711,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T21:09:39.134Z","status":"ssl_error","status_checked_at":"2026-04-26T21:09:21.240Z","response_time":129,"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":["amazon","cunef","flask","machine-learning","review","sentiment-analysis","tfm","twitter"],"created_at":"2024-11-06T12:37:53.418Z","updated_at":"2026-04-26T22:31:25.211Z","avatar_url":"https://github.com/ComputingVictor.png","language":"Jupyter Notebook","readme":"# Análisis de Sentimiento de Valoración\n\n\u003cp align=\"center\"\u003e\n\n![imagen_readme](https://codenotch.com/blog/wp-content/uploads/2021/01/analisis-de-sentimientos.jpg)\n\n\u003c/p\u003e\n\n\n## Descripción del proyecto\n\nEste proyecto final de máster tiene como objetivo realizar un análisis de sentimiento de valoración utilizando dos conjuntos de datos diferentes: uno de Twitter y otro de Amazon. El objetivo principal es analizar las opiniones y valoraciones de los usuarios en estas plataformas y determinar si son positivas, negativas o neutrales, además de la valoración en el caso de Amazon.\n\n## Estructura del proyecto\nEl proyecto está organizado en diferentes carpetas y archivos, cada uno con un propósito específico. A continuación, se describe brevemente la estructura y contenido de cada uno:\n\nCarpetas:\n\n**Flask**: Contiene archivos relacionados con la implementación de una interfaz web utilizando el framework Flask. Se encarga de desplegar el modelo de análisis de sentimiento y mostrar los resultados de forma interactiva.\n\n**bin/local**: Carpeta que contiene archivos relacionados con la configuración y ejecución del proyecto en un entorno local.\n\n**data**: En esta carpeta se encuentran los conjuntos de datos utilizados en el proyecto, incluyendo el archivo de prueba añadido recientemente.\n\n**models**: Contiene los modelos y scripts necesarios para llevar a cabo el análisis de sentimiento. También incluye archivos relacionados con el estilo y el análisis exploratorio de datos.\n\n**notebooks**: Contiene archivos de Jupyter Notebook que muestran el proceso de desarrollo del proyecto y las correcciones realizadas recientemente.\n\n\n## Software Utilizado\n\n- Python 3.8\n- Visual Studio Code\n- Jupyter Notebook\n- Flask\n\n## ¿Cómo replicar el proyecto?\n\n\n-  Instala el entorno virtual:\n\n`conda env create --name environment_name -f environment.yml`\n\n- Introduce en la carpeta `data/raw` los siguientes archivos:\n\n    - [Base de datos de Twitter](https://www.kaggle.com/datasets/kazanova/sentiment140/download?datasetVersionNumber=2)\n\n\n    - [Base de datos Gift Cards de Amazon](https://forms.gle/UEkkJs69e7Z5A5Ps9)\n\n## Autor\n\nVictor Viloria Vázquez \n- Email: victor.viloria@cunef.edu\n- Linkedin: https://www.linkedin.com/in/vicviloria/\n\n\n## Link del proyecto:\n\n[https://github.com/ComputingVictor/TFM_ValuationSentimentEngine](https://github.com/ComputingVictor/TFM_ValuationSentimentEngine)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcomputingvictor%2Ftfm_valuationsentimentengine","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcomputingvictor%2Ftfm_valuationsentimentengine","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcomputingvictor%2Ftfm_valuationsentimentengine/lists"}