Libraries.Compute.Statistics.Charts.ViolinPlotCreator Documentation

This class is used to create a Violin Chart from columns(at most 3) of data in a DataFrame. It combines a box and whisker graph and a normal distribution graph. The max value on y-axis is based on the max value of all columns. X-axis is devided equally to holds at most 3 violin chart with labels of each column.

Example Code

use Libraries.Compute.Statistics.DataFrame
    use Libraries.Compute.Statistics.Charts.ViolinPlotCreator

    //Create a ViolinPlot and set some properties
    DataFrame frame
    frame:Load("Data/Data.csv")

    ViolinPlotCreator creator
    creator:AddColumn(1)

    SigmoidAction act
    creator:SetWindowingAction(act)

    ViolinPlot chart = frame:CreateChart(creator)
    chart:SetTitle("Violin Chart")
    chart:SetYAxisTitle("Y-values")
    chart:SetXAxisTitle("X-Values")
    chart:SetBandWidth(10)

Inherits from: Libraries.Compute.Statistics.DataFrameChartCreator, Libraries.Compute.Statistics.Inputs.ColumnInput, Libraries.Compute.Statistics.Calculations.InterQuartileRange, Libraries.Language.Object, Libraries.Compute.Statistics.Inputs.FactorInput, Libraries.Compute.Statistics.DataFrameColumnCalculation

Summary

Actions Summary Table

ActionsDescription
Add(Libraries.Language.Types.Integer value)If the calculation returns true from IsIterable, this is an Integer object that was passed to the calculation.
Add(Libraries.Language.Types.Boolean value)If the calculation returns true from IsIterable, this is a Boolean object that was passed to the calculation.
Add(Libraries.Language.Types.Number value)If the calculation returns true from IsIterable, this is a Number object that was passed to the calculation.
Add(Libraries.Language.Types.Text value)If the calculation returns true from IsIterable, this is a Text object that was passed to the calculation.
Add(Libraries.Language.Object value)If the calculation otherwise has no primitive type, it sends it to the column as a raw object.
AddColumn(integer column)This action adds a value to the end of the input.
AddFactor(integer column)This action adds a value to the end of the input.
Calculate(Libraries.Compute.Statistics.DataFrameColumn column)
Calculations(Libraries.Compute.Vector dataset)This action returns the five number summary of a dataset as an array, in the order median, lower quartile, upper quartile, smallest, largest.
Compare(Libraries.Language.Object object)This action compares two object hash codes and returns an integer.
Create(Libraries.Compute.Statistics.DataFrame frame)
CreateChartWithFactor(Libraries.Compute.Statistics.DataFrame frame)Sort and a
CreateChartWithoutFactor(Libraries.Compute.Statistics.DataFrame frame)
Empty()This Calculation can be re-used if the Empty action is called before passing it to another column.
EmptyColumns()This action empty's the list, clearing out all of the items contained within it.
EmptyFactors()This action empty's the list, clearing out all of the items contained within it.
End(Libraries.Compute.Statistics.DataFrameColumn column)This action is called at the end of a calculation.
Equals(Libraries.Language.Object object)This action determines if two objects are equal based on their hash code values.
GetBottomMedian()Returns the median in the bottom half of the column.
GetColumn(integer index)This action gets the item at a given location in an array.
GetColumnIterator()This action gets an iterator for the object and returns that iterator.
GetColumnSize()This action gets the size of the array.
GetFactor(integer index)This action gets the item at a given location in an array.
GetFactorIterator()This action gets an iterator for the object and returns that iterator.
GetFactorSize()This action gets the size of the array.
GetHashCode()This action gets the hash code for an object.
GetInterQuartileRange()Returns the interquartile range, which is the top median - the bottom median.
GetMaximum()Returns the max value in the data set.
GetMedian()Returns the median for the column.
GetMinimum()Returns the min value in the data set.
GetSize()Returns the sample size for the column.
GetTopMedian()Returns the median in the top half of the column.
GetWindowingAction()to skip repeat glit
IsEmptyColumns()This action returns a boolean value, true if the container is empty and false if it contains any items.
IsEmptyFactors()This action returns a boolean value, true if the container is empty and false if it contains any items.
IsIterable()
RemoveColumn(integer column)This action removes the first occurrence of an item that is found in the Addable object.
RemoveColumnAt(integer index)This action removes an item from an indexed object and returns that item.
RemoveFactor(integer column)This action removes the first occurrence of an item that is found in the Addable object.
RemoveFactorAt(integer index)This action removes an item from an indexed object and returns that item.
SetWindowingAction(Libraries.Compute.Statistics.Analysis.UnivariateAction window)Add the upper outliers to be plotted as poin
Start(Libraries.Compute.Statistics.DataFrameColumn column)

Actions Documentation

Add(Libraries.Language.Types.Integer value)

If the calculation returns true from IsIterable, this is an Integer object that was passed to the calculation. This may be undefined, which indicates that the column did not contain a value at this position in the column.

Parameters

Add(Libraries.Language.Types.Boolean value)

If the calculation returns true from IsIterable, this is a Boolean object that was passed to the calculation. This may be undefined, which indicates that the column did not contain a value at this position in the column.

Parameters

Add(Libraries.Language.Types.Number value)

If the calculation returns true from IsIterable, this is a Number object that was passed to the calculation. This may be undefined, which indicates that the column did not contain a value at this position in the column.

Parameters

Add(Libraries.Language.Types.Text value)

If the calculation returns true from IsIterable, this is a Text object that was passed to the calculation. This may be undefined, which indicates that the column did not contain a value at this position in the column.

Parameters

Add(Libraries.Language.Object value)

If the calculation otherwise has no primitive type, it sends it to the column as a raw object. Columns might use this if they have custom types.

Parameters

AddColumn(integer column)

This action adds a value to the end of the input.

Parameters

AddFactor(integer column)

This action adds a value to the end of the input.

Parameters

Calculate(Libraries.Compute.Statistics.DataFrameColumn column)

Parameters

Calculations(Libraries.Compute.Vector dataset)

This action returns the five number summary of a dataset as an array, in the order median, lower quartile, upper quartile, smallest, largest. It also excludes outliers in the set as smallest and largest.

Parameters

Return

Libraries.Containers.Array:

Compare(Libraries.Language.Object object)

This action compares two object hash codes and returns an integer. The result is larger if this hash code is larger than the object passed as a parameter, smaller, or equal. In this case, -1 means smaller, 0 means equal, and 1 means larger. This action was changed in Quorum 7 to return an integer, instead of a CompareResult object, because the previous implementation was causing efficiency issues.

Example Code

Object o
        Object t
        integer result = o:Compare(t) //1 (larger), 0 (equal), or -1 (smaller)

Parameters

Return

integer: The Compare result, Smaller, Equal, or Larger.

Create(Libraries.Compute.Statistics.DataFrame frame)

Parameters

Return

Libraries.Interface.Controls.Charts.Chart

CreateChartWithFactor(Libraries.Compute.Statistics.DataFrame frame)

Sort and a

Parameters

Return

Libraries.Interface.Controls.Charts.Chart:

CreateChartWithoutFactor(Libraries.Compute.Statistics.DataFrame frame)

Parameters

Return

Libraries.Interface.Controls.Charts.Chart

Empty()

This Calculation can be re-used if the Empty action is called before passing it to another column. Otherwise, it retains its data.

EmptyColumns()

This action empty's the list, clearing out all of the items contained within it.

EmptyFactors()

This action empty's the list, clearing out all of the items contained within it.

End(Libraries.Compute.Statistics.DataFrameColumn column)

This action is called at the end of a calculation.

Parameters

Equals(Libraries.Language.Object object)

This action determines if two objects are equal based on their hash code values.

Example Code

use Libraries.Language.Object
        use Libraries.Language.Types.Text
        Object o
        Text t
        boolean result = o:Equals(t)

Parameters

Return

boolean: True if the hash codes are equal and false if they are not equal.

GetBottomMedian()

Returns the median in the bottom half of the column.

Return

number: the median in the bottom half

GetColumn(integer index)

This action gets the item at a given location in an array.

Parameters

Return

integer: The item at the given location.

GetColumnIterator()

This action gets an iterator for the object and returns that iterator.

Return

Libraries.Containers.Iterator: Returns the iterator for an object.

GetColumnSize()

This action gets the size of the array.

Return

integer:

GetFactor(integer index)

This action gets the item at a given location in an array.

Parameters

Return

integer: The item at the given location.

GetFactorIterator()

This action gets an iterator for the object and returns that iterator.

Return

Libraries.Containers.Iterator: Returns the iterator for an object.

GetFactorSize()

This action gets the size of the array.

Return

integer:

GetHashCode()

This action gets the hash code for an object.

Example Code

Object o
        integer hash = o:GetHashCode()

Return

integer: The integer hash code of the object.

GetInterQuartileRange()

Returns the interquartile range, which is the top median - the bottom median.

Return

number: the interquartile range.

GetMaximum()

Returns the max value in the data set.

Return

number: the max value

GetMedian()

Returns the median for the column.

Return

number: the median

GetMinimum()

Returns the min value in the data set.

Return

number: the min value

GetSize()

Returns the sample size for the column.

Return

integer: the sample size

GetTopMedian()

Returns the median in the top half of the column.

Return

number: the median in the top half

GetWindowingAction()

to skip repeat glit

Return

Libraries.Compute.Statistics.Analysis.UnivariateAction:

IsEmptyColumns()

This action returns a boolean value, true if the container is empty and false if it contains any items.

Return

boolean: Returns true when the container is empty and false when it is not.

IsEmptyFactors()

This action returns a boolean value, true if the container is empty and false if it contains any items.

Return

boolean: Returns true when the container is empty and false when it is not.

IsIterable()

Return

boolean

RemoveColumn(integer column)

This action removes the first occurrence of an item that is found in the Addable object.

Parameters

Return

boolean: Returns true if the item was removed and false if it was not removed.

RemoveColumnAt(integer index)

This action removes an item from an indexed object and returns that item.

Parameters

RemoveFactor(integer column)

This action removes the first occurrence of an item that is found in the Addable object.

Parameters

Return

boolean: Returns true if the item was removed and false if it was not removed.

RemoveFactorAt(integer index)

This action removes an item from an indexed object and returns that item.

Parameters

SetWindowingAction(Libraries.Compute.Statistics.Analysis.UnivariateAction window)

Add the upper outliers to be plotted as poin

Parameters

Start(Libraries.Compute.Statistics.DataFrameColumn column)

Parameters