Brushable Scatter Plot Matrix

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Brushable Scatter Plot Matrix

✓ Published0🌍 Public

Last edited Oct 14, 2023

Created on Oct 11, 2023

This interactive scatter plot matrix visualizes the Iris dataset, showing pairwise relationships between four flower measurements—sepal length, sepal width, petal length, and petal width—with points colored by species. Using d3.brush, users can drag across any off-diagonal cell to filter and highlight points across all other cells simultaneously, while diagonal cells display histograms of each variable's distribution. The visualization is built with d3.v4, rendering axes and circles as SVG elements, with scales derived from the CSV data's numeric ranges.

AI-generated description

This scatter plot shows data about cars, from UCI Machine Learning Repository: Auto MPG Data Set. The user can select which columns map to X and Y using dropdown menus.

MIT Licensed

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This interactive scatterplot matrix displays the Iris dataset, showing pairwise relationships between four floral measurements. Each off-diagonal cell contains a scatterplot of data points colored by species, while diagonal cells display histograms of individual feature distributions. Users can brush rectangular regions across any plot to highlight corresponding points in all other cells, enabling rapid comparison of multi-dimensional correlations. The visualization is built with D3 v4, using d3.brush for the linked selections, d3.scaleLinear for axes, and d3.axisBottom/Left for tick marks, rendered as SVG.

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This visualization is a brushable scatter plot matrix of the Iris dataset, showing pairwise relationships between sepal and petal measurements. Each off-diagonal cell displays colored scatter points by iris species, while diagonal cells show histograms of individual trait distributions. Users can brush over any cell to highlight corresponding points across all other plots. The code uses D3 v4 with SVG rendering, employing `d3.brush`, `d3.histogram`, `d3.scaleLinear`, and `d3.scaleOrdinal` to generate the interactive matrix. Data is loaded from a local CSV file.

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