{"id":21180666,"url":"https://github.com/okwilkins/retailanalysis","last_synced_at":"2025-10-18T18:30:18.174Z","repository":{"id":95118984,"uuid":"283560979","full_name":"okwilkins/RetailAnalysis","owner":"okwilkins","description":"A comprehensive exploratory analysis and implementation of kmeans/hierarchical clustering on online retail data.","archived":false,"fork":false,"pushed_at":"2020-07-30T15:41:59.000Z","size":15187,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-01-21T12:10:27.248Z","etag":null,"topics":["data-analysis","data-science","machine-learning","statistics"],"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/okwilkins.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":"2020-07-29T17:26:22.000Z","updated_at":"2024-07-29T15:16:27.000Z","dependencies_parsed_at":"2023-04-13T20:30:43.967Z","dependency_job_id":null,"html_url":"https://github.com/okwilkins/RetailAnalysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/okwilkins%2FRetailAnalysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/okwilkins%2FRetailAnalysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/okwilkins%2FRetailAnalysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/okwilkins%2FRetailAnalysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/okwilkins","download_url":"https://codeload.github.com/okwilkins/RetailAnalysis/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243632407,"owners_count":20322382,"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":["data-analysis","data-science","machine-learning","statistics"],"created_at":"2024-11-20T17:45:50.129Z","updated_at":"2025-10-18T18:30:13.100Z","avatar_url":"https://github.com/okwilkins.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Retail Analysis\n\nThis project is for a technical test for Laing O'Rourke.\nThe analysis is based off the dataset [here](http://archive.ics.uci.edu/ml/datasets/Online+Retail#).\n\n## Installation\n\nMake sure you are running Python 3.6 and above.\n\nClone the repository with the following command and cd into the directory: \n```bash\ngit clone https://github.com/HomelessSandwich/RetailAnalysis.git\ncd RetailAnalysis\n```\n\nUse the package manager [pip](https://pip.pypa.io/en/stable/).\nIt is recommended that you upgrade all relevant packages to their latest version for all visualisations to work.\n\n```bash\npip install --user --upgrade -r requirements.txt\npip install jupyterlab\n```\n\n## Usage\n\nIn order to run the Jupyter Notebook file, run the following command and open `Online Retail EDA \u0026 Modelling.ipynb`.\n```bash\njupyter lab\n```\n\nIf the above command does not work, try one of the following:\n```bash\njupyter-lab\n```\n\n```bash\njupyter notebook\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fokwilkins%2Fretailanalysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fokwilkins%2Fretailanalysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fokwilkins%2Fretailanalysis/lists"}