{"id":28907697,"url":"https://github.com/onlinebunker/iris-flower","last_synced_at":"2026-04-28T13:37:38.651Z","repository":{"id":299246927,"uuid":"1002463526","full_name":"OnlineBunker/iris-flower","owner":"OnlineBunker","description":"Exploratory Data Analysis of Iris Flower Classification Data","archived":false,"fork":false,"pushed_at":"2025-06-15T15:36:51.000Z","size":717,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-06-15T15:45:39.719Z","etag":null,"topics":["data-visualization","eda","pandas"],"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/OnlineBunker.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,"zenodo":null}},"created_at":"2025-06-15T14:32:00.000Z","updated_at":"2025-06-15T15:38:26.000Z","dependencies_parsed_at":"2025-06-15T15:55:43.762Z","dependency_job_id":null,"html_url":"https://github.com/OnlineBunker/iris-flower","commit_stats":null,"previous_names":["onlinebunker/iris-flower"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/OnlineBunker/iris-flower","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OnlineBunker%2Firis-flower","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OnlineBunker%2Firis-flower/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OnlineBunker%2Firis-flower/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OnlineBunker%2Firis-flower/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/OnlineBunker","download_url":"https://codeload.github.com/OnlineBunker/iris-flower/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/OnlineBunker%2Firis-flower/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":261153584,"owners_count":23116915,"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","eda","pandas"],"created_at":"2025-06-21T16:05:23.710Z","updated_at":"2026-04-28T13:37:38.645Z","avatar_url":"https://github.com/OnlineBunker.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🌸 Iris Flower EDA\n\nAn exploratory data analysis (EDA) project on the famous Iris flower dataset. This notebook dives into the patterns, relationships, and statistics of the dataset's features to understand the characteristics of different Iris flower species.\n\n---\n\n## 📂 Project Structure\n\n```\n├── IRIS_flower_classification.ipynb     # Jupyter notebook with full EDA\n├── README.md                            # Project description\n```\n\n## 📌 Objective\n\nTo explore the Iris dataset using Python libraries and extract meaningful insights by analyzing and visualizing feature distributions and relationships.\n\n---\n\n## 🔍 What’s Inside\n\n* Dataset overview and feature descriptions\n* Group-wise statistics\n* Data visualizations:\n\n  * Scatter plots\n  * Line plots\n  * Histograms\n  * KDE plots\n  * Box plots\n  * Heatmaps\n\n---\n\n## Images\n* ScatterPlot\n\u003cimg src=\"images/image1.png\" width=\"50%\"/\u003e\n\n* HistPlot Frequency \n\u003cimg src=\"images/image2.png\" width=\"50%\" /\u003e\n\n---\n\n## 🛠️ Tech Stack\n\n* Python 🐍\n* Jupyter Notebook 📓\n* Pandas \u0026 NumPy 🧮\n* Seaborn \u0026 Matplotlib 📈\n\n---\n\n## 🚀 Getting Started\n\n1. Clone the repository:\n\n   ```bash\n   git clone https://github.com/OnlineBunker/iris-flower.git\n   ```\n\n2. Launch the notebook:\n\n   ```bash\n   jupyter notebook IRIS_flower_classification.ipynb\n   ```\n\n---\n\n## 📊 Dataset Info\n\nThe Iris dataset contains 150 samples of iris flowers, with the following features:\n\n* Sepal Length\n* Sepal Width\n* Petal Length\n* Petal Width\n* Species (Setosa, Versicolor, Virginica)\n\n---\n\n## ✅ Insights\n\n* Visual relationships between different features\n* Distribution patterns by species\n* Group-wise feature comparisons\n\n---\n\n## 🤝 Contributing\n\nSuggestions and contributions are welcome! Fork the repo and create a pull request.\n\n---\n\n\u003e \"Good data analysis lays the foundation for great machine learning.\"\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fonlinebunker%2Firis-flower","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fonlinebunker%2Firis-flower","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fonlinebunker%2Firis-flower/lists"}