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kendall-correlation

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paulinelemenkova / python-correlation-matrices-seaborn

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Python/Seaborn scripts computing and plotting Pearson, Spearman and Kendall correlation matrices as heatmaps, demonstrated on Mariana Trench morphometry (with Nigeria band-correlation variants). Reusable scientific-plotting example.

python numpy heatmap exploratory-data-analysis pandas data-visualization seaborn matplotlib statistical-graphics correlation-matrix pearson-correlation spearman-correlation mariana-trench kendall-correlation marine-geomorphology
  • Updated Sep 13, 2026
  • Jupyter Notebook

paulinelemenkova / r-scatterplot-matrix-mariana-trench

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R scripts for scatterplot-matrix (SPLOM) and correlogram geostatistical analysis of geomorphic factors: car::scatterplotMatrix grouped by tectonic plate with regression overlays, GGally ggpairs pairs plots, and ggcorr Pearson/Spearman/Kendall correlograms. Mariana Trench; Lemenkova (2019), 51st Tectonics Meeting, Moscow.

r exploratory-data-analysis data-visualization statistical-graphics geostatistics multivariate-analysis geomorphometry regression-analysis splom pearson-correlation correlation-analysis plate-tectonics ggally correlogram scatterplot-matrix spearman-correlation mariana-trench pairs-plot ggpairs kendall-correlation
  • Updated Sep 14, 2026
  • R

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