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Open source machine learning and data visualization. Build data analysis workflows visually, with a large, diverse toolbox. Perform simple data analysis with clever data visualization. Explore statistical distributions, box plots and scatter plots, or dive deeper with decision trees, hierarchical clustering, heatmaps, MDS and linear projections. Even your multidimensional data can become sensible in 2D, especially with clever attribute ranking and selections. Interactive data exploration for rapid qualitative analysis with clean visualizations. Graphic user interface allows you to focus on exploratory data analysis instead of coding, while clever defaults make fast prototyping of a data analysis workflow extremely easy. Place widgets on the canvas, connect them, load your datasets and harvest the insight! When teaching data mining, we like to illustrate rather than only explain.
Features
- Add-ons Extend Functionality
- Orange is a great data mining tool for beginners as well as for expert data scientists
- Component-Based Data Mining
- Each component, called a widget, embeds some data retrieval, preprocessing, visualization, modeling or evaluation task
- Interactive Data Exploration
- Clever Workflow Design Interface
Project Samples
