Clustering

centerData boolean

Flag to indicate whether to center data when clustering

See also: clusterAxis, clusterSamples, clusterVariables, distance, imputeMethod, linkage

Default: false

Used in: Area, AreaLine, Bar, Barline, Boxplot, Candlestick, Correletion, DotLine, Dotplot, Heatmap, Line, Pie, Stacked, StackedLine, StackedPercent, StackedPercentLine, TagCloud, Treemap

clusterAxis option

Default axis to use when clustering data.

See also: centerData, clusterSamples, clusterVariables, distance, imputeMethod, linkage

Default: samples

Options: samples, variables

Used in: Area, AreaLine, Bar, Barline, Boxplot, Candlestick, Correletion, DotLine, Dotplot, Heatmap, Line, Pie, Stacked, StackedLine, StackedPercent, StackedPercentLine, TagCloud, Treemap

distance option

Distance metric to use when clustering data.

See also: centerData, clusterAxis, clusterSamples, clusterVariables, linkage

Default: euclidian

Options: euclidian, manhattan, max

Used in: Area, AreaLine, Bar, Barline, Boxplot, Candlestick, Correletion, DotLine, Dotplot, Heatmap, Line, Pie, Stacked, StackedLine, StackedPercent, StackedPercentLine, TagCloud, Treemap

imputeMethod option

Imputation method for missing data when clustering

See also: centerData, clusterAxis, clusterSamples, clusterVariables, distance, linkage

Default: mean

Options: mean, median

Used in: Area, AreaLine, Bar, Barline, Boxplot, Candlestick, Correletion, DotLine, Dotplot, Heatmap, Line, Pie, Stacked, StackedLine, StackedPercent, StackedPercentLine, TagCloud, Treemap

kmeansClusters integer

Number of clusters when clustering data with kmeans.

See also: kmeansSamples, kmeansVariables, maxIterations

Default: 3

Used in: Area, AreaLine, Bar, Barline, Boxplot, Candlestick, Correletion, DotLine, Dotplot, Heatmap, Line, Pie, Stacked, StackedLine, StackedPercent, StackedPercentLine, TagCloud, Treemap

linkage option

Linkage type to use when clustering data.

See also: centerData, clusterAxis, clusterSamples, clusterVariables, distance, imputeMethod

Default: single

Options: single, complete, average

Used in: Area, AreaLine, Bar, Barline, Boxplot, Candlestick, Correletion, DotLine, Dotplot, Heatmap, Line, Pie, Stacked, StackedLine, StackedPercent, StackedPercentLine, TagCloud, Treemap

maxIterations integer

Number of maximum iterations when clustering data with kmeans for one dimensional graphs or maximum number of iterations when calculating force direct layout networks.

See also: kmeansClusters, kmeansSamples, kmeansVariables

Default: 10

Used in: Area, AreaLine, Bar, Barline, Boxplot, Candlestick, Correletion, DotLine, Dotplot, Heatmap, Line, Pie, Stacked, StackedLine, StackedPercent, StackedPercentLine, TagCloud, Treemap