{"id":22915340,"url":"https://github.com/bryanfks-dev/klempoken-analysis","last_synced_at":"2025-04-01T12:09:40.031Z","repository":{"id":267430557,"uuid":"898804785","full_name":"bryanfks-dev/Klempoken-Analysis","owner":"bryanfks-dev","description":"Analysis and forcasting model for Klempoken MSMEs","archived":false,"fork":false,"pushed_at":"2024-12-11T02:57:12.000Z","size":6495,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-07T07:13:33.372Z","etag":null,"topics":["big-data-analytics","data-analysis","data-forecast","data-visualization"],"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/bryanfks-dev.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":"2024-12-05T04:17:03.000Z","updated_at":"2024-12-11T02:57:16.000Z","dependencies_parsed_at":null,"dependency_job_id":"055049fa-c42d-4126-ad4a-4cc59a69a412","html_url":"https://github.com/bryanfks-dev/Klempoken-Analysis","commit_stats":null,"previous_names":["bryanfks-dev/klempoken-analysis"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bryanfks-dev%2FKlempoken-Analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bryanfks-dev%2FKlempoken-Analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bryanfks-dev%2FKlempoken-Analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bryanfks-dev%2FKlempoken-Analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/bryanfks-dev","download_url":"https://codeload.github.com/bryanfks-dev/Klempoken-Analysis/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246635983,"owners_count":20809333,"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":["big-data-analytics","data-analysis","data-forecast","data-visualization"],"created_at":"2024-12-14T05:20:09.528Z","updated_at":"2025-04-01T12:09:40.012Z","avatar_url":"https://github.com/bryanfks-dev.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Klempoken Analysis\r\n\r\nKlempoken Analysis is a project aimed at plotting, analyzing, and predicting sales trend for Klempoken MSMEs. This repository provides tools for data preprocessing, analysis, visualization, and forecasting to help Klempoken MSMEs make informed decisions.\r\n\r\n## Features\r\n\r\n- **Data cleanning**: handles missing values, type casting, and parsing.\r\n- **Visualization**: Generate meaningful plots for better insight.\r\n- **Forecasting Model**: Implement a time series forecasting technique ([\u003cu\u003eProphet\u003c/u\u003e](https://facebook.github.io/prophet/) by Meta)\r\n\r\n## Requirements\r\n\r\nThis program built using python or rather jupyter notebook (version 3.11.7), with several libraries and tools, such as:\r\n\r\n- **Pandas** for data manipulation.\r\n- **Matplotlib** and **Seaborn** for data visualization.\r\n- **Prophet** for time series forecasting.\r\n\r\n## Setup\r\n\r\n1. Clone the repository\r\n\r\n```bash\r\ngit clone https://github.com/bryanfks-dev/Klempoken-Analysis\r\ncd klempoken-analysis\r\n```\r\n\r\n2. Set up a virtual environment (Optional)\r\n\r\n```bash\r\npython3 -m venv venv\r\n```\r\n\r\n3. Activate the virtual environment (Optional)\r\n\r\n```bash\r\n# On MacOS / Linux:\r\nsource venv/bin/activate\r\n\r\n# On Windows:\r\n.\\venv\\Scripts\\activate\r\n```\r\n\r\n4. Install the required depedencies\r\n\r\n```bash\r\npip install -r requirements.txt\r\n```\r\n\r\n## Usage\r\n\r\nTo run the analysis program:\r\n\r\n```bash\r\njupyter execute plot_analysis.ipynb\r\n```\r\n\r\nTo run the forecast program:\r\n\r\n```bash\r\njupyter execute forecast.ipynb\r\n```\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbryanfks-dev%2Fklempoken-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbryanfks-dev%2Fklempoken-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbryanfks-dev%2Fklempoken-analysis/lists"}