{"id":22612994,"url":"https://github.com/leonism/sample-superstore","last_synced_at":"2025-10-09T18:34:49.910Z","repository":{"id":96670359,"uuid":"269942541","full_name":"leonism/sample-superstore","owner":"leonism","description":"This is the Python version analysis approach, towards the legendary Sample Superstore Dataset with Pandas","archived":false,"fork":false,"pushed_at":"2025-02-19T00:58:10.000Z","size":31642,"stargazers_count":7,"open_issues_count":0,"forks_count":6,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-25T06:33:48.897Z","etag":null,"topics":["data-analysis","datamining","datascience","dataset","eda","jupyter-notebook","machine-learning","python"],"latest_commit_sha":null,"homepage":"https://leonism.github.io/sample-superstore/","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/leonism.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":"2020-06-06T10:11:40.000Z","updated_at":"2025-02-19T00:58:14.000Z","dependencies_parsed_at":null,"dependency_job_id":"093958db-a228-4bd3-b4cf-f1ac080f3c5e","html_url":"https://github.com/leonism/sample-superstore","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/leonism%2Fsample-superstore","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonism%2Fsample-superstore/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonism%2Fsample-superstore/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/leonism%2Fsample-superstore/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/leonism","download_url":"https://codeload.github.com/leonism/sample-superstore/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248366762,"owners_count":21092030,"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","datamining","datascience","dataset","eda","jupyter-notebook","machine-learning","python"],"created_at":"2024-12-08T17:14:45.057Z","updated_at":"2025-10-09T18:34:44.892Z","avatar_url":"https://github.com/leonism.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sample SuperStore\n\n![enter image description here](/images/header-main.jpg)\nThis notebook is intended for those whose relatively new to EDA (Exploratory Data Analysis) aspect from a Machine Learning process. The sample was taken from the legendary dataset \"Sample Superstore\", of a fictional Ecommerce company. This Notebook is running on top of the following stacks :\n\n## Requirements\n\n- [Python 3.7](https://www.python.org/downloads/release/python-370/)\n- [Pandas 1.0.4](https://pandas.pydata.org/getting_started.html)\n- [Matplotlib 3.2.1](https://matplotlib.org/3.2.1/contents.html)\n\n## Background\n\nThe learning curve was designed, even for those whose relatively coming from a non-technical background. Each of the phase would only require for you to copy and paste the code to your Jupyter Notebook instance. The learning steps are describe as the following examples:\n\n- 01 - [Data Exploration - SampleSuperStore.ipynb](https://github.com/leonism/sample-superstore/blob/master/01-%20Data%20Exploration%20-%20SampleSuperStore.ipynb)\n- 02 - [Data Cleaning - SampleSuperStore.ipynb](https://github.com/leonism/sample-superstore/blob/master/02-%20Data%20Cleaning%20-%20SampleSuperStore.ipynb)\n- 03 - [Data Grouping - SampleSuperStore.ipynb](https://github.com/leonism/sample-superstore/blob/master/03-%20Data%20Grouping%20-%20SampleSuperStore.ipynb)\n- 04 - [Data Sorting - SampleSuperStore.ipynb](https://github.com/leonism/sample-superstore/blob/master/04-%20Data%20Sorting%20-%20SampleSuperStore.ipynb)\n- 05 - [Data Pivot - SampleSuperStore.ipynb](https://github.com/leonism/sample-superstore/blob/master/05-%20Data%20Pivot%20-%20SampleSuperStore.ipynb)\n- 06- [Data Visualization - SampleSuperStore.ipynb](https://github.com/leonism/sample-superstore/blob/master/06-%20Data%20Visualization%20-%20SampleSuperStore.ipynb)\n\nSo be sure to match those above mentioned technical requirements. Fell free to fork, download and enhance the Notebooks files. This is a work in progress, and I wouldn't consider this a finish project.\n\n## Start\n\n- source venv/bin/activate\n- jupyter lab\n- Fire up your browser and visit http://localhost:8888/\n\n## Disclaimer:\n\nAnd please remember, as this is only a weekend pet project, I'm doing them for my personal interest only.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleonism%2Fsample-superstore","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fleonism%2Fsample-superstore","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fleonism%2Fsample-superstore/lists"}