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- Correlogram
A correlogram or correlation matrix allows to analyse the relationship between each pair of numerical variables of a matrix. The correlation between each pair of variable is visualise through a scatterplot, or a symbol that
represents the correlation (bubble, line, number..). The diagonal represents the distribution of each variable, using an histogram or a density plot. This technique is widely used for exploratory analysis since it avoids to make
hundreds of plots to observe a matrix. The seaborn library allows to make them really easily through the pairplot function and this page gives a few examples.
Seaborn
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- #110 Start simple | Correlogram
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- #111 Add linear trend on Correlogram
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- #111 Represent groups on correlogram
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- #111 Custom scatterplots on correlogram
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- #111 Density plot on correlogram
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- #111 Histogram on correlogram
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- #111 Custom distribution
related
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- Heatmap
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- Bubble plot
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- Scatterplot
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- Connected Scatter plot
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- 2D density plot
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- Parallel plot