{"id":19819803,"url":"https://github.com/dongminlee94/data-visualization-tutorial","last_synced_at":"2025-02-28T15:48:29.265Z","repository":{"id":103563939,"uuid":"418039442","full_name":"dongminlee94/data-visualization-tutorial","owner":"dongminlee94","description":"A repository for data visualization tutorial","archived":false,"fork":false,"pushed_at":"2021-11-07T17:31:02.000Z","size":41340,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"main","last_synced_at":"2025-01-11T08:27:53.428Z","etag":null,"topics":["data","data-science","data-visualization","matp","matplotlib","pca","plotly","python","seaborn","t-sne","tutorial","umap","visualization"],"latest_commit_sha":null,"homepage":"https://nbviewer.org/github/dongminlee94/data-visualization-tutorial","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dongminlee94.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2021-10-17T06:18:57.000Z","updated_at":"2021-11-22T14:38:02.000Z","dependencies_parsed_at":null,"dependency_job_id":"7294cb94-c638-4adf-a0ef-32448e6ce3ea","html_url":"https://github.com/dongminlee94/data-visualization-tutorial","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/dongminlee94%2Fdata-visualization-tutorial","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dongminlee94%2Fdata-visualization-tutorial/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dongminlee94%2Fdata-visualization-tutorial/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dongminlee94%2Fdata-visualization-tutorial/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dongminlee94","download_url":"https://codeload.github.com/dongminlee94/data-visualization-tutorial/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241176615,"owners_count":19922732,"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","data-science","data-visualization","matp","matplotlib","pca","plotly","python","seaborn","t-sne","tutorial","umap","visualization"],"created_at":"2024-11-12T10:20:00.076Z","updated_at":"2025-02-28T15:48:29.239Z","avatar_url":"https://github.com/dongminlee94.png","language":"Jupyter Notebook","readme":"# Getting started\n\n## Requirements\n\nThis repository is implemented and verified on **python 3.8.12**.\n\n## Installation\n\nClone the repository and run one of the following commands.\n\n```shell\n$ make setup\n```\n\n## Contents\n\nIf you want to see jupyter notebook files better, please see them in [nbviewer](https://nbviewer.org/github/dongminlee94/data-visualization-tutorial).\n\n1. [Matplotlib](https://nbviewer.org/github/dongminlee94/data-visualization-tutorial/blob/main/src/1_matplotlib.ipynb)\n2. [Seaborn](https://nbviewer.org/github/dongminlee94/data-visualization-tutorial/blob/main/src/2_seaborn.ipynb)\n3. [PCA](https://nbviewer.org/github/dongminlee94/data-visualization-tutorial/blob/main/src/3_pca.ipynb)\n4. [t-SNE](https://nbviewer.org/github/dongminlee94/data-visualization-tutorial/blob/main/src/4_t-sne.ipynb)\n5. [UMAP](https://nbviewer.org/github/dongminlee94/data-visualization-tutorial/blob/main/src/5_umap.ipynb)\n\n## References\n\n- [Seaborn tutorial](https://seaborn.pydata.org/tutorial.html)\n- [Seaborn의 통계 차트 및 데이터 시각화 예제](https://teddylee777.github.io/visualization/seaborn-tutorial-1)\n- [Seaborn을 사용한 데이터 분포 시각화](https://datascienceschool.net/01%20python/05.04%20%EC%8B%9C%EB%B3%B8%EC%9D%84%20%EC%82%AC%EC%9A%A9%ED%95%9C%20%EB%8D%B0%EC%9D%B4%ED%84%B0%20%EB%B6%84%ED%8F%AC%20%EC%8B%9C%EA%B0%81%ED%99%94.html)\n- [Kaggle - subinium](https://www.kaggle.com/subinium/code)\n- [StatQuest: t-SNE, Clearly Explained](https://www.youtube.com/watch?v=NEaUSP4YerM)","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdongminlee94%2Fdata-visualization-tutorial","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdongminlee94%2Fdata-visualization-tutorial","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdongminlee94%2Fdata-visualization-tutorial/lists"}