{"id":16212743,"url":"https://github.com/brianruizy/data-visualization","last_synced_at":"2025-04-07T21:51:51.093Z","repository":{"id":40978461,"uuid":"184186650","full_name":"BrianRuizy/data-visualization","owner":"BrianRuizy","description":"Personal track demo of pure Python data visualizations","archived":false,"fork":false,"pushed_at":"2022-06-21T23:01:20.000Z","size":19522,"stargazers_count":1,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-13T23:27:14.217Z","etag":null,"topics":["data-visualization","matplotlib","pandas","plotly","python","seaborn"],"latest_commit_sha":null,"homepage":"","language":"Python","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/BrianRuizy.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}},"created_at":"2019-04-30T03:40:38.000Z","updated_at":"2024-07-29T11:14:27.000Z","dependencies_parsed_at":"2022-09-18T05:36:28.119Z","dependency_job_id":null,"html_url":"https://github.com/BrianRuizy/data-visualization","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/BrianRuizy%2Fdata-visualization","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BrianRuizy%2Fdata-visualization/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BrianRuizy%2Fdata-visualization/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BrianRuizy%2Fdata-visualization/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BrianRuizy","download_url":"https://codeload.github.com/BrianRuizy/data-visualization/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247737739,"owners_count":20987718,"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-visualization","matplotlib","pandas","plotly","python","seaborn"],"created_at":"2024-10-10T10:53:26.647Z","updated_at":"2025-04-07T21:51:51.070Z","avatar_url":"https://github.com/BrianRuizy.png","language":"Python","readme":"\u003ch1 align=\"center\"\u003e\n    \u003cimg alt=\"BR logo\" title=\"Brian\" src=\"https://github.com/BrianRuizy/portfolio-website-3.0/blob/master/Misc/BR%20logo%20gradient.png\" width=\"100\"\u003e \u003c/br\u003e\n    Data Visualization 📈📊\n\u003c/h1\u003e\n\n\u003ch4 align=\"center\"\u003e\nData visualization demonstration using the power of Python. \u003c/br\u003e\nThis repo. is solely educational.\n\u003c/h4\u003e\n\n\n## About\nMost of the implementation files are simple scripts which showcase each type of plot and what you can achieve to display with them. Although, there are more powerful BI tools for data exploration Python has been proven to be optimal at times when reproducibility is significant. Also, Python is many times cheaper to implement, thus the most cost-efficient!\n\nTools include: [Pandas](https://pandas.pydata.org/), \n[Matplotlib](https://matplotlib.org/), \n[Seaborn](https://seaborn.pydata.org/), \n[Plotly](https://plot.ly/)\n\n## Usage\n```Python \nimport pandas as pd\nimport matplotlib.pyplot as plt\nimport seaborn as sns\n```\n\n## The Plots...\n### 1. Univariate plotting\n\u003cimg href=\"https://github.com/BrianRuizy/data-visualization/blob/master/1_univariate_plotting.py\" target=\"_blank\" src=\"https://github.com/BrianRuizy/data-visualization/blob/master/images/univariate%20plots.PNG\"\n width=\"60%\"\u003e\n\n### 2. Bivariate plotting\n\u003cimg src=\"https://github.com/BrianRuizy/data-visualization/blob/master/images/bivariate%20plots.PNG\" width=\"60%\"\u003e\u003c/img\u003e\n\n### 3. Plot Styling\n### 4. Plotting with Seaborn\n\u003cimg src=\"https://github.com/BrianRuizy/data-visualization/blob/master/images/seaborn%20plotting.PNG\" width=\"60%\"\u003e\u003c/img\u003e\n\n### 5. Faceting with Seaborn\n\u003cimg src=\"https://github.com/BrianRuizy/data-visualization/blob/master/images/seaborn%20faceting.PNG\" width=\"60%\"\u003e\u003c/img\u003e\n### 6. Multivariable plotting\n### 7. Plotting with Plotly\n\n------\n#### © [Brian Ruiz](https://github.com/BrianRuizy)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbrianruizy%2Fdata-visualization","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbrianruizy%2Fdata-visualization","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbrianruizy%2Fdata-visualization/lists"}