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Mondrian is a general-purpose statistical data-visualization system , for interactive data visualization .. interactive data visualization. interactive data visualization. All plots in Mondrian are fully linked , and offer various interactions and queries .. Any case selected in a plot in Mondrian is highlighted in all other plots .. Currently implemented plots comprise Mosaic Plot , Scatterplots and SPLOM , Maps , Barcharts , Histograms , Missing Value Plot , Parallel Coordinates / Boxplots and Boxplots y by x.. Mondrian works with data in standard tab-delimited or comma-separated ASCII files and can load data from R workspaces .. R ( programming language ). There is basic support for working directly on data in databases .. Mondrian links to R and offers statistical procedures like interactive density estimation , scatterplot smoothers , multidimensional scaling -LRB- MDS -RRB- and principal component analysis -LRB- PCA -RRB- .. R ( programming language ). density estimation. density estimation. multidimensional scaling. multidimensional scaling. principal component analysis. principal component analysis