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Session_​03_​charts_​demo_​boxplot

Statistics, data distribution and data normalization
Box Plot - one box for one column (sepal length) Box Plot - conditional- Plot one box for each group identified by a categorical variable- sepal length for each class Box Plot - Multiple attributes shown- Plot multiple boxes simultaneously- see those four outliers Statistics and outliers treatmentStatistics:Numeric outlier: select all 4 columns, strategy:remove rows with outliers Normalizer- normalize our data by using min max scaler,check the min and max values Violin Plot- one box for one column (sepal length) Box PlotSepal LengthBox Plotby group,single attributeBox Plot,multiple attributesshown Remove rowswith outliersIris statisticsoverviewMinMaxScalerrange [0,1]Violin PlotSepal LengthAssigning colorsIris datsetBox plotafter normalizationand w/o outliersBox plotw/o outliers Box Plot ConditionalBox Plot Box Plot Numeric Outliers Statistics Normalizer Violin Plot(Plotly) Color Manager Excel Reader (XLS) Box Plot Box Plot Box Plot - one box for one column (sepal length) Box Plot - conditional- Plot one box for each group identified by a categorical variable- sepal length for each class Box Plot - Multiple attributes shown- Plot multiple boxes simultaneously- see those four outliers Statistics and outliers treatmentStatistics:Numeric outlier: select all 4 columns, strategy:remove rows with outliers Normalizer- normalize our data by using min max scaler,check the min and max values Violin Plot- one box for one column (sepal length) Box PlotSepal LengthBox Plotby group,single attributeBox Plot,multiple attributesshown Remove rowswith outliersIris statisticsoverviewMinMaxScalerrange [0,1]Violin PlotSepal LengthAssigning colorsIris datsetBox plotafter normalizationand w/o outliersBox plotw/o outliers Box Plot ConditionalBox Plot Box Plot Numeric Outliers Statistics Normalizer Violin Plot(Plotly) Color Manager Excel Reader (XLS) Box Plot Box Plot

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Created by: rb
Created at: 2017-03-01
On NodePit since: 2020-12-05
Last update: 2024-04-27
Created with KNIME version: v4.2.1
Tags: univariatevisualizationvisualizeunivariate analysisvisualize outliersvisualize distributionconditional box plotbox plotvarying box plotbox plotsJavaScriptboxplotdescriptive statisticsviolinplotlyJavaScriptdistributionnormalizationscaleroutliers

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