---
title: "Summary of New and Improved Features in 14.2"
language: "en"
type: "Guide"
summary: "A list of key new and improved features since Version 14.1, including features experimental in Version 14.2."
sections: 
  - 
    title: "Functional Programming"
    link: "paclet:guide/FunctionalProgramming"
  - 
    title: "Order Functions"
    link: "paclet:guide/MathematicalAndCountingOperationsOnLists"
  - 
    title: "Evaluation Control"
    link: "paclet:guide/EvaluationControl"
  - 
    title: "Parallel Computation"
    link: "null"
  - 
    title: "Tabular Objects"
    link: "paclet:guide/TabularObjects"
  - 
    title: "Tabular Data Sources"
    link: "paclet:guide/TabularDataSources"
  - 
    title: "Tabular Data Cleaning"
    link: "paclet:guide/TabularCleaning"
  - 
    title: "Tabular Transformation"
    link: "paclet:guide/TabularTransformation"
  - 
    title: "Tabular Visualization"
    link: "paclet:guide/TabularVisualization"
  - 
    title: "LLM-Related Functionality"
    link: "paclet:guide/LLMFunctions"
  - 
    title: "Tabular Support in Automated Machine Learning"
    link: "null"
  - 
    title: "Neural Networks"
    link: "paclet:guide/NeuralNetworks"
  - 
    title: "Matrix Games (aka Simultaneous Games, Normal Form Games)"
    link: "null"
  - 
    title: "Tree Games (aka Sequential Games, Extensive Form Games)"
    link: "null"
  - 
    title: "Game Options"
    link: "null"
  - 
    title: "Standard Games"
    link: "null"
  - 
    title: "Symbolic Array Transformations"
    link: "paclet:guide/SymbolicArrays"
  - 
    title: "Symbolic Arrays in Calculus"
    link: "null"
  - 
    title: "Fourier Analysis"
    link: "paclet:guide/FourierAnalysis"
  - 
    title: "Discrete Calculus"
    link: "paclet:guide/DiscreteCalculus"
  - 
    title: "Astronomical Events"
    link: "paclet:guide/AstronomicalComputationAndData"
  - 
    title: "Date & Time"
    link: "paclet:guide/DateAndTime"
  - 
    title: "Arrays"
    link: "null"
  - 
    title: "Linear Algebra"
    link: "paclet:guide/MatricesAndLinearAlgebra"
  - 
    title: "Discrete Fourier Analysis"
    link: "paclet:guide/FourierAnalysis"
  - 
    title: "Random Number Generation"
    link: "paclet:guide/RandomNumberGeneration"
  - 
    title: "Statistics"
    link: "paclet:guide/DescriptiveStatistics"
  - 
    title: "Mathematical Functions"
    link: "paclet:guide/MathematicalFunctions"
  - 
    title: "Geometric Computation"
    link: "paclet:guide/GeometricComputation"
  - 
    title: "Constructive Solid Geometry Modeling"
    link: "paclet:guide/SolidGeometry"
  - 
    title: "Graph Drawing"
    link: "null"
  - 
    title: "Video Processing & Analysis"
    link: "paclet:guide/VideoProcessing"
  - 
    title: "Image Functions Now Support Video"
    link: "null"
  - 
    title: "Video Editing"
    link: "paclet:guide/VideoEditing"
  - 
    title: "Video Object"
    link: "null"
  - 
    title: "Electromagnetics"
    link: "paclet:guide/ElectromagneticPDEModels"
  - 
    title: "Solid Mechanics"
    link: "paclet:guide/SolidMechanicsPDEModels"
  - 
    title: "PDE Application Models"
    link: "paclet:PDEModels/tutorial/PDEModelsOverview"
  - 
    title: "Tabular Formats"
    link: "paclet:guide/TabularAndSpreadsheetFormats"
  - 
    title: "Data Connections"
    link: "null"
  - 
    title: "Document Formats"
    link: "paclet:guide/DocumentFormats"
  - 
    title: "XML Formats"
    link: "paclet:guide/XMLFormats"
canonical_url: "https://reference.wolfram.com/language/guide/SummaryOfNewFeaturesIn142.html"
source: "Wolfram Language Documentation"
related_guides: 
  - 
    title: "Summary of New Features in 14.1"
    link: "https://reference.wolfram.com/language/guide/SummaryOfNewFeaturesIn141.en.md"
  - 
    title: "Summary of New Features in 14.0"
    link: "https://reference.wolfram.com/language/guide/SummaryOfNewFeaturesIn14.en.md"
  - 
    title: "Summary of New Features in 13.0"
    link: "https://reference.wolfram.com/language/guide/SummaryOfNewFeaturesIn13.en.md"
  - 
    title: "Summary of Recently Added Features"
    link: "https://reference.wolfram.com/language/guide/RecentlyAddedFeatures.en.md"
  - 
    title: "Full Revision History"
    link: "https://reference.wolfram.com/language/https://www.wolfram.com/language/quick-revision-history/.en.md"
  - 
    title: "Full Legacy Documentation"
    link: "https://reference.wolfram.com/language/https://reference.wolfram.com/history/.en.md"
related_functions: 
  - 
    title: "Abs"
    link: "https://reference.wolfram.com/language/ref/Abs.en.md"
  - 
    title: "Accumulate"
    link: "https://reference.wolfram.com/language/ref/Accumulate.en.md"
  - 
    title: "AggregateRows"
    link: "https://reference.wolfram.com/language/ref/AggregateRows.en.md"
  - 
    title: "Annotate"
    link: "https://reference.wolfram.com/language/ref/Annotate.en.md"
  - 
    title: "Annotation"
    link: "https://reference.wolfram.com/language/ref/Annotation.en.md"
  - 
    title: "AnnotationDelete"
    link: "https://reference.wolfram.com/language/ref/AnnotationDelete.en.md"
  - 
    title: "AnnotationKeys"
    link: "https://reference.wolfram.com/language/ref/AnnotationKeys.en.md"
  - 
    title: "AnnotationRules"
    link: "https://reference.wolfram.com/language/ref/AnnotationRules.en.md"
  - 
    title: "AnnotationValue"
    link: "https://reference.wolfram.com/language/ref/AnnotationValue.en.md"
  - 
    title: "AnomalyDetection"
    link: "https://reference.wolfram.com/language/ref/AnomalyDetection.en.md"
  - 
    title: "ArcCos"
    link: "https://reference.wolfram.com/language/ref/ArcCos.en.md"
  - 
    title: "ArcCosh"
    link: "https://reference.wolfram.com/language/ref/ArcCosh.en.md"
  - 
    title: "ArcLength"
    link: "https://reference.wolfram.com/language/ref/ArcLength.en.md"
  - 
    title: "ArcSin"
    link: "https://reference.wolfram.com/language/ref/ArcSin.en.md"
  - 
    title: "ArcSinh"
    link: "https://reference.wolfram.com/language/ref/ArcSinh.en.md"
  - 
    title: "ArcTan"
    link: "https://reference.wolfram.com/language/ref/ArcTan.en.md"
  - 
    title: "ArcTanh"
    link: "https://reference.wolfram.com/language/ref/ArcTanh.en.md"
  - 
    title: "Arg"
    link: "https://reference.wolfram.com/language/ref/Arg.en.md"
  - 
    title: "ArrayDepth"
    link: "https://reference.wolfram.com/language/ref/ArrayDepth.en.md"
  - 
    title: "ArrayExpand"
    link: "https://reference.wolfram.com/language/ref/ArrayExpand.en.md"
  - 
    title: "ArrayQ"
    link: "https://reference.wolfram.com/language/ref/ArrayQ.en.md"
  - 
    title: "ArraySimplify"
    link: "https://reference.wolfram.com/language/ref/ArraySimplify.en.md"
  - 
    title: "AsymptoticDSolveValue"
    link: "https://reference.wolfram.com/language/ref/AsymptoticDSolveValue.en.md"
  - 
    title: "AsymptoticRSolveValue"
    link: "https://reference.wolfram.com/language/ref/AsymptoticRSolveValue.en.md"
  - 
    title: "BarChart"
    link: "https://reference.wolfram.com/language/ref/BarChart.en.md"
  - 
    title: "BarChart3D"
    link: "https://reference.wolfram.com/language/ref/BarChart3D.en.md"
  - 
    title: "BarcodeRecognize"
    link: "https://reference.wolfram.com/language/ref/BarcodeRecognize.en.md"
  - 
    title: "BioMolecule"
    link: "https://reference.wolfram.com/language/ref/BioMolecule.en.md"
  - 
    title: "BoundingRegion"
    link: "https://reference.wolfram.com/language/ref/BoundingRegion.en.md"
  - 
    title: "BoxWhiskerChart"
    link: "https://reference.wolfram.com/language/ref/BoxWhiskerChart.en.md"
  - 
    title: "BubbleChart"
    link: "https://reference.wolfram.com/language/ref/BubbleChart.en.md"
  - 
    title: "BubbleChart3D"
    link: "https://reference.wolfram.com/language/ref/BubbleChart3D.en.md"
  - 
    title: "ByteCount"
    link: "https://reference.wolfram.com/language/ref/ByteCount.en.md"
  - 
    title: "CastColumns"
    link: "https://reference.wolfram.com/language/ref/CastColumns.en.md"
  - 
    title: "Ceiling"
    link: "https://reference.wolfram.com/language/ref/Ceiling.en.md"
  - 
    title: "ChatSubmit"
    link: "https://reference.wolfram.com/language/ref/ChatSubmit.en.md"
  - 
    title: "ClassifierFunction"
    link: "https://reference.wolfram.com/language/ref/ClassifierFunction.en.md"
  - 
    title: "ClassifierMeasurements"
    link: "https://reference.wolfram.com/language/ref/ClassifierMeasurements.en.md"
  - 
    title: "Classify"
    link: "https://reference.wolfram.com/language/ref/Classify.en.md"
  - 
    title: "ClusterClassify"
    link: "https://reference.wolfram.com/language/ref/ClusterClassify.en.md"
  - 
    title: "ColumnKeyExistsQ"
    link: "https://reference.wolfram.com/language/ref/ColumnKeyExistsQ.en.md"
  - 
    title: "ColumnKeys"
    link: "https://reference.wolfram.com/language/ref/ColumnKeys.en.md"
  - 
    title: "ColumnTypes"
    link: "https://reference.wolfram.com/language/ref/ColumnTypes.en.md"
  - 
    title: "ColumnwiseThread"
    link: "https://reference.wolfram.com/language/ref/ColumnwiseThread.en.md"
  - 
    title: "ColumnwiseValue"
    link: "https://reference.wolfram.com/language/ref/ColumnwiseValue.en.md"
  - 
    title: "ComponentExpand"
    link: "https://reference.wolfram.com/language/ref/ComponentExpand.en.md"
  - 
    title: "Conjugate"
    link: "https://reference.wolfram.com/language/ref/Conjugate.en.md"
  - 
    title: "ConjugateTranspose"
    link: "https://reference.wolfram.com/language/ref/ConjugateTranspose.en.md"
  - 
    title: "ConstructColumns"
    link: "https://reference.wolfram.com/language/ref/ConstructColumns.en.md"
  - 
    title: "Cos"
    link: "https://reference.wolfram.com/language/ref/Cos.en.md"
  - 
    title: "Cosh"
    link: "https://reference.wolfram.com/language/ref/Cosh.en.md"
  - 
    title: "Coth"
    link: "https://reference.wolfram.com/language/ref/Coth.en.md"
  - 
    title: "Counts"
    link: "https://reference.wolfram.com/language/ref/Counts.en.md"
  - 
    title: "Csch"
    link: "https://reference.wolfram.com/language/ref/Csch.en.md"
  - 
    title: "CSGRegion"
    link: "https://reference.wolfram.com/language/ref/CSGRegion.en.md"
  - 
    title: "CubeRoot"
    link: "https://reference.wolfram.com/language/ref/CubeRoot.en.md"
  - 
    title: "CumulativeFeatureImpactPlot"
    link: "https://reference.wolfram.com/language/ref/CumulativeFeatureImpactPlot.en.md"
  - 
    title: "DatabaseReference"
    link: "https://reference.wolfram.com/language/ref/DatabaseReference.en.md"
  - 
    title: "DataConnectionObject"
    link: "https://reference.wolfram.com/language/ref/DataConnectionObject.en.md"
  - 
    title: "DateHistogram"
    link: "https://reference.wolfram.com/language/ref/DateHistogram.en.md"
  - 
    title: "DateListPlot"
    link: "https://reference.wolfram.com/language/ref/DateListPlot.en.md"
  - 
    title: "DeleteColumns"
    link: "https://reference.wolfram.com/language/ref/DeleteColumns.en.md"
  - 
    title: "DensityHistogram"
    link: "https://reference.wolfram.com/language/ref/DensityHistogram.en.md"
  - 
    title: "Diagonal"
    link: "https://reference.wolfram.com/language/ref/Diagonal.en.md"
  - 
    title: "Differences"
    link: "https://reference.wolfram.com/language/ref/Differences.en.md"
  - 
    title: "DigitCount"
    link: "https://reference.wolfram.com/language/ref/DigitCount.en.md"
  - 
    title: "DimensionReduce"
    link: "https://reference.wolfram.com/language/ref/DimensionReduce.en.md"
  - 
    title: "DimensionReduction"
    link: "https://reference.wolfram.com/language/ref/DimensionReduction.en.md"
  - 
    title: "Dimensions"
    link: "https://reference.wolfram.com/language/ref/Dimensions.en.md"
  - 
    title: "Discard"
    link: "https://reference.wolfram.com/language/ref/Discard.en.md"
  - 
    title: "DistributionChart"
    link: "https://reference.wolfram.com/language/ref/DistributionChart.en.md"
  - 
    title: "Divide"
    link: "https://reference.wolfram.com/language/ref/Divide.en.md"
  - 
    title: "Dot"
    link: "https://reference.wolfram.com/language/ref/Dot.en.md"
  - 
    title: "Drop"
    link: "https://reference.wolfram.com/language/ref/Drop.en.md"
  - 
    title: "DSolve"
    link: "https://reference.wolfram.com/language/ref/DSolve.en.md"
  - 
    title: "DSolveValue"
    link: "https://reference.wolfram.com/language/ref/DSolveValue.en.md"
  - 
    title: "ElectricCurrentPDEComponent"
    link: "https://reference.wolfram.com/language/ref/ElectricCurrentPDEComponent.en.md"
  - 
    title: "ElectrostaticPDEComponent"
    link: "https://reference.wolfram.com/language/ref/ElectrostaticPDEComponent.en.md"
  - 
    title: "Elementwise"
    link: "https://reference.wolfram.com/language/ref/Elementwise.en.md"
  - 
    title: "EntityClass"
    link: "https://reference.wolfram.com/language/ref/EntityClass.en.md"
  - 
    title: "EntityType"
    link: "https://reference.wolfram.com/language/ref/EntityType.en.md"
  - 
    title: "EntityValue"
    link: "https://reference.wolfram.com/language/ref/EntityValue.en.md"
  - 
    title: "Exp"
    link: "https://reference.wolfram.com/language/ref/Exp.en.md"
  - 
    title: "Export"
    link: "https://reference.wolfram.com/language/ref/Export.en.md"
  - 
    title: "ExtendedKey"
    link: "https://reference.wolfram.com/language/ref/ExtendedKey.en.md"
  - 
    title: "Failsafe"
    link: "https://reference.wolfram.com/language/ref/Failsafe.en.md"
  - 
    title: "FeatureExtraction"
    link: "https://reference.wolfram.com/language/ref/FeatureExtraction.en.md"
  - 
    title: "FeatureImpactPlot"
    link: "https://reference.wolfram.com/language/ref/FeatureImpactPlot.en.md"
  - 
    title: "FeatureSpacePlot"
    link: "https://reference.wolfram.com/language/ref/FeatureSpacePlot.en.md"
  - 
    title: "FeatureSpacePlot3D"
    link: "https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.en.md"
  - 
    title: "FeatureValueDependencyPlot"
    link: "https://reference.wolfram.com/language/ref/FeatureValueDependencyPlot.en.md"
  - 
    title: "FeatureValueImpactPlot"
    link: "https://reference.wolfram.com/language/ref/FeatureValueImpactPlot.en.md"
  - 
    title: "FilledCurve"
    link: "https://reference.wolfram.com/language/ref/FilledCurve.en.md"
  - 
    title: "FindAnomalies"
    link: "https://reference.wolfram.com/language/ref/FindAnomalies.en.md"
  - 
    title: "FindAstroEvent"
    link: "https://reference.wolfram.com/language/ref/FindAstroEvent.en.md"
  - 
    title: "FindClusters"
    link: "https://reference.wolfram.com/language/ref/FindClusters.en.md"
  - 
    title: "FindFaces"
    link: "https://reference.wolfram.com/language/ref/FindFaces.en.md"
  - 
    title: "FindImageShapes"
    link: "https://reference.wolfram.com/language/ref/FindImageShapes.en.md"
  - 
    title: "FindImageText"
    link: "https://reference.wolfram.com/language/ref/FindImageText.en.md"
  - 
    title: "FindMatrixGameStrategies"
    link: "https://reference.wolfram.com/language/ref/FindMatrixGameStrategies.en.md"
  - 
    title: "FindTreeGameStrategies"
    link: "https://reference.wolfram.com/language/ref/FindTreeGameStrategies.en.md"
  - 
    title: "First"
    link: "https://reference.wolfram.com/language/ref/First.en.md"
  - 
    title: "FlattenLayer"
    link: "https://reference.wolfram.com/language/ref/FlattenLayer.en.md"
  - 
    title: "Floor"
    link: "https://reference.wolfram.com/language/ref/Floor.en.md"
  - 
    title: "Fourier"
    link: "https://reference.wolfram.com/language/ref/Fourier.en.md"
  - 
    title: "FourierCosTransform"
    link: "https://reference.wolfram.com/language/ref/FourierCosTransform.en.md"
  - 
    title: "FourierSinTransform"
    link: "https://reference.wolfram.com/language/ref/FourierSinTransform.en.md"
  - 
    title: "FourierTransform"
    link: "https://reference.wolfram.com/language/ref/FourierTransform.en.md"
  - 
    title: "FractionalPart"
    link: "https://reference.wolfram.com/language/ref/FractionalPart.en.md"
  - 
    title: "FromTabular"
    link: "https://reference.wolfram.com/language/ref/FromTabular.en.md"
  - 
    title: "FullMoon"
    link: "https://reference.wolfram.com/language/ref/FullMoon.en.md"
  - 
    title: "GameActionLabels"
    link: "https://reference.wolfram.com/language/ref/GameActionLabels.en.md"
  - 
    title: "GamePlayerLabels"
    link: "https://reference.wolfram.com/language/ref/GamePlayerLabels.en.md"
  - 
    title: "GameTheoryData"
    link: "https://reference.wolfram.com/language/ref/GameTheoryData.en.md"
  - 
    title: "GeometricMean"
    link: "https://reference.wolfram.com/language/ref/GeometricMean.en.md"
  - 
    title: "GPUArray"
    link: "https://reference.wolfram.com/language/ref/GPUArray.en.md"
  - 
    title: "GPUArrayQ"
    link: "https://reference.wolfram.com/language/ref/GPUArrayQ.en.md"
  - 
    title: "Groupings"
    link: "https://reference.wolfram.com/language/ref/Groupings.en.md"
  - 
    title: "HighlightVideo"
    link: "https://reference.wolfram.com/language/ref/HighlightVideo.en.md"
  - 
    title: "Histogram"
    link: "https://reference.wolfram.com/language/ref/Histogram.en.md"
  - 
    title: "HoldCompleteForm"
    link: "https://reference.wolfram.com/language/ref/HoldCompleteForm.en.md"
  - 
    title: "Im"
    link: "https://reference.wolfram.com/language/ref/Im.en.md"
  - 
    title: "ImageBoundingBoxes"
    link: "https://reference.wolfram.com/language/ref/ImageBoundingBoxes.en.md"
  - 
    title: "ImageCases"
    link: "https://reference.wolfram.com/language/ref/ImageCases.en.md"
  - 
    title: "ImageContainsQ"
    link: "https://reference.wolfram.com/language/ref/ImageContainsQ.en.md"
  - 
    title: "ImageContents"
    link: "https://reference.wolfram.com/language/ref/ImageContents.en.md"
  - 
    title: "ImageCorners"
    link: "https://reference.wolfram.com/language/ref/ImageCorners.en.md"
  - 
    title: "ImageForestingComponents"
    link: "https://reference.wolfram.com/language/ref/ImageForestingComponents.en.md"
  - 
    title: "ImageKeypoints"
    link: "https://reference.wolfram.com/language/ref/ImageKeypoints.en.md"
  - 
    title: "ImageLines"
    link: "https://reference.wolfram.com/language/ref/ImageLines.en.md"
  - 
    title: "ImagePosition"
    link: "https://reference.wolfram.com/language/ref/ImagePosition.en.md"
  - 
    title: "ImageSegmentationComponents"
    link: "https://reference.wolfram.com/language/ref/ImageSegmentationComponents.en.md"
  - 
    title: "ImageSynthesize"
    link: "https://reference.wolfram.com/language/ref/ImageSynthesize.en.md"
  - 
    title: "Import"
    link: "https://reference.wolfram.com/language/ref/Import.en.md"
  - 
    title: "IncludeGroupAggregates"
    link: "https://reference.wolfram.com/language/ref/IncludeGroupAggregates.en.md"
  - 
    title: "InsertColumns"
    link: "https://reference.wolfram.com/language/ref/InsertColumns.en.md"
  - 
    title: "IntegerPart"
    link: "https://reference.wolfram.com/language/ref/IntegerPart.en.md"
  - 
    title: "InverseFourier"
    link: "https://reference.wolfram.com/language/ref/InverseFourier.en.md"
  - 
    title: "InverseFourierCosTransform"
    link: "https://reference.wolfram.com/language/ref/InverseFourierCosTransform.en.md"
  - 
    title: "InverseFourierSinTransform"
    link: "https://reference.wolfram.com/language/ref/InverseFourierSinTransform.en.md"
  - 
    title: "InverseFourierTransform"
    link: "https://reference.wolfram.com/language/ref/InverseFourierTransform.en.md"
  - 
    title: "JoinedCurve"
    link: "https://reference.wolfram.com/language/ref/JoinedCurve.en.md"
  - 
    title: "Key"
    link: "https://reference.wolfram.com/language/ref/Key.en.md"
  - 
    title: "KeyDrop"
    link: "https://reference.wolfram.com/language/ref/KeyDrop.en.md"
  - 
    title: "KeyTake"
    link: "https://reference.wolfram.com/language/ref/KeyTake.en.md"
  - 
    title: "Kurtosis"
    link: "https://reference.wolfram.com/language/ref/Kurtosis.en.md"
  - 
    title: "LabeledGraphicsBox"
    link: "https://reference.wolfram.com/language/ref/LabeledGraphicsBox.en.md"
  - 
    title: "Language"
    link: "https://reference.wolfram.com/language/ref/Language.en.md"
  - 
    title: "Last"
    link: "https://reference.wolfram.com/language/ref/Last.en.md"
  - 
    title: "LaunchKernels"
    link: "https://reference.wolfram.com/language/ref/LaunchKernels.en.md"
  - 
    title: "LearnDistribution"
    link: "https://reference.wolfram.com/language/ref/LearnDistribution.en.md"
  - 
    title: "Length"
    link: "https://reference.wolfram.com/language/ref/Length.en.md"
  - 
    title: "LightDark"
    link: "https://reference.wolfram.com/language/ref/LightDark.en.md"
  - 
    title: "LightDarkSwitched"
    link: "https://reference.wolfram.com/language/ref/LightDarkSwitched.en.md"
  - 
    title: "LinearSolve"
    link: "https://reference.wolfram.com/language/ref/LinearSolve.en.md"
  - 
    title: "LineIntegrate"
    link: "https://reference.wolfram.com/language/ref/LineIntegrate.en.md"
  - 
    title: "ListContourPlot"
    link: "https://reference.wolfram.com/language/ref/ListContourPlot.en.md"
  - 
    title: "ListContourPlot3D"
    link: "https://reference.wolfram.com/language/ref/ListContourPlot3D.en.md"
  - 
    title: "ListDensityPlot"
    link: "https://reference.wolfram.com/language/ref/ListDensityPlot.en.md"
  - 
    title: "ListDensityPlot3D"
    link: "https://reference.wolfram.com/language/ref/ListDensityPlot3D.en.md"
  - 
    title: "ListLinePlot"
    link: "https://reference.wolfram.com/language/ref/ListLinePlot.en.md"
  - 
    title: "ListLinePlot3D"
    link: "https://reference.wolfram.com/language/ref/ListLinePlot3D.en.md"
  - 
    title: "ListLogPlot"
    link: "https://reference.wolfram.com/language/ref/ListLogPlot.en.md"
  - 
    title: "ListPlot"
    link: "https://reference.wolfram.com/language/ref/ListPlot.en.md"
  - 
    title: "ListPlot3D"
    link: "https://reference.wolfram.com/language/ref/ListPlot3D.en.md"
  - 
    title: "ListPointPlot3D"
    link: "https://reference.wolfram.com/language/ref/ListPointPlot3D.en.md"
  - 
    title: "ListSliceContourPlot3D"
    link: "https://reference.wolfram.com/language/ref/ListSliceContourPlot3D.en.md"
  - 
    title: "ListSliceDensityPlot3D"
    link: "https://reference.wolfram.com/language/ref/ListSliceDensityPlot3D.en.md"
  - 
    title: "ListStepPlot"
    link: "https://reference.wolfram.com/language/ref/ListStepPlot.en.md"
  - 
    title: "LLMConfiguration"
    link: "https://reference.wolfram.com/language/ref/LLMConfiguration.en.md"
  - 
    title: "LLMSynthesizeSubmit"
    link: "https://reference.wolfram.com/language/ref/LLMSynthesizeSubmit.en.md"
  - 
    title: "Log"
    link: "https://reference.wolfram.com/language/ref/Log.en.md"
  - 
    title: "Log10"
    link: "https://reference.wolfram.com/language/ref/Log10.en.md"
  - 
    title: "Log2"
    link: "https://reference.wolfram.com/language/ref/Log2.en.md"
  - 
    title: "MagneticFluxDensityValue"
    link: "https://reference.wolfram.com/language/ref/MagneticFluxDensityValue.en.md"
  - 
    title: "MagneticPDEComponent"
    link: "https://reference.wolfram.com/language/ref/MagneticPDEComponent.en.md"
  - 
    title: "MagnetostaticPDEComponent"
    link: "https://reference.wolfram.com/language/ref/MagnetostaticPDEComponent.en.md"
  - 
    title: "MatrixGame"
    link: "https://reference.wolfram.com/language/ref/MatrixGame.en.md"
  - 
    title: "MatrixGamePayoff"
    link: "https://reference.wolfram.com/language/ref/MatrixGamePayoff.en.md"
  - 
    title: "MatrixGamePlot"
    link: "https://reference.wolfram.com/language/ref/MatrixGamePlot.en.md"
  - 
    title: "MatrixQ"
    link: "https://reference.wolfram.com/language/ref/MatrixQ.en.md"
  - 
    title: "Max"
    link: "https://reference.wolfram.com/language/ref/Max.en.md"
  - 
    title: "MaximalBy"
    link: "https://reference.wolfram.com/language/ref/MaximalBy.en.md"
  - 
    title: "Mean"
    link: "https://reference.wolfram.com/language/ref/Mean.en.md"
  - 
    title: "MidDate"
    link: "https://reference.wolfram.com/language/ref/MidDate.en.md"
  - 
    title: "Min"
    link: "https://reference.wolfram.com/language/ref/Min.en.md"
  - 
    title: "MinimalBy"
    link: "https://reference.wolfram.com/language/ref/MinimalBy.en.md"
  - 
    title: "MinMax"
    link: "https://reference.wolfram.com/language/ref/MinMax.en.md"
  - 
    title: "Molecule"
    link: "https://reference.wolfram.com/language/ref/Molecule.en.md"
  - 
    title: "MoleculeMesh"
    link: "https://reference.wolfram.com/language/ref/MoleculeMesh.en.md"
  - 
    title: "MoonPhase"
    link: "https://reference.wolfram.com/language/ref/MoonPhase.en.md"
  - 
    title: "MoonPhaseDate"
    link: "https://reference.wolfram.com/language/ref/MoonPhaseDate.en.md"
  - 
    title: "MorphologicalComponents"
    link: "https://reference.wolfram.com/language/ref/MorphologicalComponents.en.md"
  - 
    title: "NetMeasurements"
    link: "https://reference.wolfram.com/language/ref/NetMeasurements.en.md"
  - 
    title: "NetTrain"
    link: "https://reference.wolfram.com/language/ref/NetTrain.en.md"
  - 
    title: "NetUnfold"
    link: "https://reference.wolfram.com/language/ref/NetUnfold.en.md"
  - 
    title: "NewMoon"
    link: "https://reference.wolfram.com/language/ref/NewMoon.en.md"
  - 
    title: "NLineIntegrate"
    link: "https://reference.wolfram.com/language/ref/NLineIntegrate.en.md"
  - 
    title: "Normal"
    link: "https://reference.wolfram.com/language/ref/Normal.en.md"
  - 
    title: "NormalizationLayer"
    link: "https://reference.wolfram.com/language/ref/NormalizationLayer.en.md"
  - 
    title: "NotebookCellData"
    link: "https://reference.wolfram.com/language/ref/NotebookCellData.en.md"
  - 
    title: "NSurfaceIntegrate"
    link: "https://reference.wolfram.com/language/ref/NSurfaceIntegrate.en.md"
  - 
    title: "NumericalSort"
    link: "https://reference.wolfram.com/language/ref/NumericalSort.en.md"
  - 
    title: "ObjectTrackingData"
    link: "https://reference.wolfram.com/language/ref/ObjectTrackingData.en.md"
  - 
    title: "Ordering"
    link: "https://reference.wolfram.com/language/ref/Ordering.en.md"
  - 
    title: "PairedBarChart"
    link: "https://reference.wolfram.com/language/ref/PairedBarChart.en.md"
  - 
    title: "PairwiseDensityHistogram"
    link: "https://reference.wolfram.com/language/ref/PairwiseDensityHistogram.en.md"
  - 
    title: "PairwiseListPlot"
    link: "https://reference.wolfram.com/language/ref/PairwiseListPlot.en.md"
  - 
    title: "PairwiseProbabilityPlot"
    link: "https://reference.wolfram.com/language/ref/PairwiseProbabilityPlot.en.md"
  - 
    title: "PairwiseQuantilePlot"
    link: "https://reference.wolfram.com/language/ref/PairwiseQuantilePlot.en.md"
  - 
    title: "PairwiseSmoothDensityHistogram"
    link: "https://reference.wolfram.com/language/ref/PairwiseSmoothDensityHistogram.en.md"
  - 
    title: "ParallelAxisPlot"
    link: "https://reference.wolfram.com/language/ref/ParallelAxisPlot.en.md"
  - 
    title: "ParallelCases"
    link: "https://reference.wolfram.com/language/ref/ParallelCases.en.md"
  - 
    title: "ParallelSelect"
    link: "https://reference.wolfram.com/language/ref/ParallelSelect.en.md"
  - 
    title: "ParallelTable"
    link: "https://reference.wolfram.com/language/ref/ParallelTable.en.md"
  - 
    title: "Part"
    link: "https://reference.wolfram.com/language/ref/Part.en.md"
  - 
    title: "PieChart"
    link: "https://reference.wolfram.com/language/ref/PieChart.en.md"
  - 
    title: "PieChart3D"
    link: "https://reference.wolfram.com/language/ref/PieChart3D.en.md"
  - 
    title: "PivotFromColumns"
    link: "https://reference.wolfram.com/language/ref/PivotFromColumns.en.md"
  - 
    title: "PivotTable"
    link: "https://reference.wolfram.com/language/ref/PivotTable.en.md"
  - 
    title: "PivotToColumns"
    link: "https://reference.wolfram.com/language/ref/PivotToColumns.en.md"
  - 
    title: "Plus"
    link: "https://reference.wolfram.com/language/ref/Plus.en.md"
  - 
    title: "Power"
    link: "https://reference.wolfram.com/language/ref/Power.en.md"
  - 
    title: "Predict"
    link: "https://reference.wolfram.com/language/ref/Predict.en.md"
  - 
    title: "PredictorFunction"
    link: "https://reference.wolfram.com/language/ref/PredictorFunction.en.md"
  - 
    title: "PredictorMeasurements"
    link: "https://reference.wolfram.com/language/ref/PredictorMeasurements.en.md"
  - 
    title: "QuantilePlot"
    link: "https://reference.wolfram.com/language/ref/QuantilePlot.en.md"
  - 
    title: "RadialAxisPlot"
    link: "https://reference.wolfram.com/language/ref/RadialAxisPlot.en.md"
  - 
    title: "RandomComplex"
    link: "https://reference.wolfram.com/language/ref/RandomComplex.en.md"
  - 
    title: "RandomInteger"
    link: "https://reference.wolfram.com/language/ref/RandomInteger.en.md"
  - 
    title: "RandomPoint"
    link: "https://reference.wolfram.com/language/ref/RandomPoint.en.md"
  - 
    title: "RandomReal"
    link: "https://reference.wolfram.com/language/ref/RandomReal.en.md"
  - 
    title: "Ratios"
    link: "https://reference.wolfram.com/language/ref/Ratios.en.md"
  - 
    title: "Re"
    link: "https://reference.wolfram.com/language/ref/Re.en.md"
  - 
    title: "RealAbs"
    link: "https://reference.wolfram.com/language/ref/RealAbs.en.md"
  - 
    title: "RealSign"
    link: "https://reference.wolfram.com/language/ref/RealSign.en.md"
  - 
    title: "RectangleChart"
    link: "https://reference.wolfram.com/language/ref/RectangleChart.en.md"
  - 
    title: "RectangleChart3D"
    link: "https://reference.wolfram.com/language/ref/RectangleChart3D.en.md"
  - 
    title: "RegionDimension"
    link: "https://reference.wolfram.com/language/ref/RegionDimension.en.md"
  - 
    title: "RegionDistance"
    link: "https://reference.wolfram.com/language/ref/RegionDistance.en.md"
  - 
    title: "RegionEmbeddingDimension"
    link: "https://reference.wolfram.com/language/ref/RegionEmbeddingDimension.en.md"
  - 
    title: "RegionMember"
    link: "https://reference.wolfram.com/language/ref/RegionMember.en.md"
  - 
    title: "RegionQ"
    link: "https://reference.wolfram.com/language/ref/RegionQ.en.md"
  - 
    title: "ReleaseHold"
    link: "https://reference.wolfram.com/language/ref/ReleaseHold.en.md"
  - 
    title: "RenameColumns"
    link: "https://reference.wolfram.com/language/ref/RenameColumns.en.md"
  - 
    title: "ReplicateLayer"
    link: "https://reference.wolfram.com/language/ref/ReplicateLayer.en.md"
  - 
    title: "ReshapeLayer"
    link: "https://reference.wolfram.com/language/ref/ReshapeLayer.en.md"
  - 
    title: "ReverseSortBy"
    link: "https://reference.wolfram.com/language/ref/ReverseSortBy.en.md"
  - 
    title: "RootMeanSquare"
    link: "https://reference.wolfram.com/language/ref/RootMeanSquare.en.md"
  - 
    title: "Round"
    link: "https://reference.wolfram.com/language/ref/Round.en.md"
  - 
    title: "RowKey"
    link: "https://reference.wolfram.com/language/ref/RowKey.en.md"
  - 
    title: "RSolve"
    link: "https://reference.wolfram.com/language/ref/RSolve.en.md"
  - 
    title: "RSolveValue"
    link: "https://reference.wolfram.com/language/ref/RSolveValue.en.md"
  - 
    title: "Sech"
    link: "https://reference.wolfram.com/language/ref/Sech.en.md"
  - 
    title: "SectorChart"
    link: "https://reference.wolfram.com/language/ref/SectorChart.en.md"
  - 
    title: "SectorChart3D"
    link: "https://reference.wolfram.com/language/ref/SectorChart3D.en.md"
  - 
    title: "SeedRandom"
    link: "https://reference.wolfram.com/language/ref/SeedRandom.en.md"
  - 
    title: "Select"
    link: "https://reference.wolfram.com/language/ref/Select.en.md"
  - 
    title: "SelectionMove"
    link: "https://reference.wolfram.com/language/ref/SelectionMove.en.md"
  - 
    title: "ShowSubtitles"
    link: "https://reference.wolfram.com/language/ref/ShowSubtitles.en.md"
  - 
    title: "Sign"
    link: "https://reference.wolfram.com/language/ref/Sign.en.md"
  - 
    title: "Sin"
    link: "https://reference.wolfram.com/language/ref/Sin.en.md"
  - 
    title: "Sinh"
    link: "https://reference.wolfram.com/language/ref/Sinh.en.md"
  - 
    title: "Skewness"
    link: "https://reference.wolfram.com/language/ref/Skewness.en.md"
  - 
    title: "SmoothHistogram"
    link: "https://reference.wolfram.com/language/ref/SmoothHistogram.en.md"
  - 
    title: "SolidMechanicsPDEComponent"
    link: "https://reference.wolfram.com/language/ref/SolidMechanicsPDEComponent.en.md"
  - 
    title: "SolidMechanicsStrain"
    link: "https://reference.wolfram.com/language/ref/SolidMechanicsStrain.en.md"
  - 
    title: "SolidMechanicsStress"
    link: "https://reference.wolfram.com/language/ref/SolidMechanicsStress.en.md"
  - 
    title: "Sort"
    link: "https://reference.wolfram.com/language/ref/Sort.en.md"
  - 
    title: "SortBy"
    link: "https://reference.wolfram.com/language/ref/SortBy.en.md"
  - 
    title: "Sqrt"
    link: "https://reference.wolfram.com/language/ref/Sqrt.en.md"
  - 
    title: "StackedListPlot"
    link: "https://reference.wolfram.com/language/ref/StackedListPlot.en.md"
  - 
    title: "StandardDeviation"
    link: "https://reference.wolfram.com/language/ref/StandardDeviation.en.md"
  - 
    title: "Style"
    link: "https://reference.wolfram.com/language/ref/Style.en.md"
  - 
    title: "SubtitleStyle"
    link: "https://reference.wolfram.com/language/ref/SubtitleStyle.en.md"
  - 
    title: "Subtract"
    link: "https://reference.wolfram.com/language/ref/Subtract.en.md"
  - 
    title: "SumConvergence"
    link: "https://reference.wolfram.com/language/ref/SumConvergence.en.md"
  - 
    title: "SurfaceIntegrate"
    link: "https://reference.wolfram.com/language/ref/SurfaceIntegrate.en.md"
  - 
    title: "SynthesizeMissingValues"
    link: "https://reference.wolfram.com/language/ref/SynthesizeMissingValues.en.md"
  - 
    title: "Tabular"
    link: "https://reference.wolfram.com/language/ref/Tabular.en.md"
  - 
    title: "TabularColumn"
    link: "https://reference.wolfram.com/language/ref/TabularColumn.en.md"
  - 
    title: "TabularColumnQ"
    link: "https://reference.wolfram.com/language/ref/TabularColumnQ.en.md"
  - 
    title: "TabularQ"
    link: "https://reference.wolfram.com/language/ref/TabularQ.en.md"
  - 
    title: "TabularRow"
    link: "https://reference.wolfram.com/language/ref/TabularRow.en.md"
  - 
    title: "TabularRowQ"
    link: "https://reference.wolfram.com/language/ref/TabularRowQ.en.md"
  - 
    title: "TabularSchema"
    link: "https://reference.wolfram.com/language/ref/TabularSchema.en.md"
  - 
    title: "TabularStructure"
    link: "https://reference.wolfram.com/language/ref/TabularStructure.en.md"
  - 
    title: "Take"
    link: "https://reference.wolfram.com/language/ref/Take.en.md"
  - 
    title: "TakeDrop"
    link: "https://reference.wolfram.com/language/ref/TakeDrop.en.md"
  - 
    title: "TakeLargest"
    link: "https://reference.wolfram.com/language/ref/TakeLargest.en.md"
  - 
    title: "TakeLargestBy"
    link: "https://reference.wolfram.com/language/ref/TakeLargestBy.en.md"
  - 
    title: "TakeSmallest"
    link: "https://reference.wolfram.com/language/ref/TakeSmallest.en.md"
  - 
    title: "TakeSmallestBy"
    link: "https://reference.wolfram.com/language/ref/TakeSmallestBy.en.md"
  - 
    title: "Tan"
    link: "https://reference.wolfram.com/language/ref/Tan.en.md"
  - 
    title: "Tanh"
    link: "https://reference.wolfram.com/language/ref/Tanh.en.md"
  - 
    title: "TextRecognize"
    link: "https://reference.wolfram.com/language/ref/TextRecognize.en.md"
  - 
    title: "ThemeColor"
    link: "https://reference.wolfram.com/language/ref/ThemeColor.en.md"
  - 
    title: "Times"
    link: "https://reference.wolfram.com/language/ref/Times.en.md"
  - 
    title: "ToMemory"
    link: "https://reference.wolfram.com/language/ref/ToMemory.en.md"
  - 
    title: "ToTabular"
    link: "https://reference.wolfram.com/language/ref/ToTabular.en.md"
  - 
    title: "Total"
    link: "https://reference.wolfram.com/language/ref/Total.en.md"
  - 
    title: "Tr"
    link: "https://reference.wolfram.com/language/ref/Tr.en.md"
  - 
    title: "TradingChart"
    link: "https://reference.wolfram.com/language/ref/TradingChart.en.md"
  - 
    title: "TransformAnomalies"
    link: "https://reference.wolfram.com/language/ref/TransformAnomalies.en.md"
  - 
    title: "TransformColumns"
    link: "https://reference.wolfram.com/language/ref/TransformColumns.en.md"
  - 
    title: "TransformMissing"
    link: "https://reference.wolfram.com/language/ref/TransformMissing.en.md"
  - 
    title: "Transpose"
    link: "https://reference.wolfram.com/language/ref/Transpose.en.md"
  - 
    title: "TreeGame"
    link: "https://reference.wolfram.com/language/ref/TreeGame.en.md"
  - 
    title: "TreeGamePayoff"
    link: "https://reference.wolfram.com/language/ref/TreeGamePayoff.en.md"
  - 
    title: "TreeGamePlot"
    link: "https://reference.wolfram.com/language/ref/TreeGamePlot.en.md"
  - 
    title: "Variance"
    link: "https://reference.wolfram.com/language/ref/Variance.en.md"
  - 
    title: "VectorQ"
    link: "https://reference.wolfram.com/language/ref/VectorQ.en.md"
  - 
    title: "VerifyMatrixGameStrategy"
    link: "https://reference.wolfram.com/language/ref/VerifyMatrixGameStrategy.en.md"
  - 
    title: "VerifyTreeGameStrategy"
    link: "https://reference.wolfram.com/language/ref/VerifyTreeGameStrategy.en.md"
  - 
    title: "Video"
    link: "https://reference.wolfram.com/language/ref/Video.en.md"
  - 
    title: "VideoCombine"
    link: "https://reference.wolfram.com/language/ref/VideoCombine.en.md"
  - 
    title: "VideoJoin"
    link: "https://reference.wolfram.com/language/ref/VideoJoin.en.md"
  - 
    title: "VideoObjectTracking"
    link: "https://reference.wolfram.com/language/ref/VideoObjectTracking.en.md"
  - 
    title: "VideoTranscribe"
    link: "https://reference.wolfram.com/language/ref/VideoTranscribe.en.md"
  - 
    title: "WatershedComponents"
    link: "https://reference.wolfram.com/language/ref/WatershedComponents.en.md"
---
# Summary of New and Improved Features in 14.2

A list of key new and improved features since Version 14.1, including features experimental in Version 14.2.

---

## Core Language

### [Functional Programming](https://reference.wolfram.com/language/guide/FunctionalProgramming.en.md)

[`Failsafe`](https://reference.wolfram.com/language/ref/Failsafe.en.md) — create a version of a function protected against bad input

[`Discard`](https://reference.wolfram.com/language/ref/Discard.en.md) — delete elements not obeying a criterion function

[`Select`](https://reference.wolfram.com/language/ref/Select.en.md) (updated) — report positions of selected elements

[`AssociationComap`](https://reference.wolfram.com/language/ref/AssociationComap.en.md) — create an association by applying a list of functions to a value

[`Groupings`](https://reference.wolfram.com/language/ref/Groupings.en.md) (updated) — construct groupings containing unary functions

[`Counts`](https://reference.wolfram.com/language/ref/Counts.en.md) (updated) — specify the elements to count in the list

### [Order Functions](https://reference.wolfram.com/language/guide/MathematicalAndCountingOperationsOnLists.en.md)

[`MinimalBy`](https://reference.wolfram.com/language/ref/MinimalBy.en.md) (updated), [`MaximalBy`](https://reference.wolfram.com/language/ref/MaximalBy.en.md) (updated) — new ordering function argument

* [`TakeLargest`](https://reference.wolfram.com/language/ref/TakeLargest.en.md) (updated)
* [`TakeSmallest`](https://reference.wolfram.com/language/ref/TakeSmallest.en.md) (updated)
* [`TakeLargestBy`](https://reference.wolfram.com/language/ref/TakeLargestBy.en.md) (updated)
* [`TakeSmallestBy`](https://reference.wolfram.com/language/ref/TakeSmallestBy.en.md) (updated)

### [Evaluation Control](https://reference.wolfram.com/language/guide/EvaluationControl.en.md)

[`HoldCompleteForm`](https://reference.wolfram.com/language/ref/HoldCompleteForm.en.md) — display an expression completely shielded from evaluation

[`ReleaseHold`](https://reference.wolfram.com/language/ref/ReleaseHold.en.md) (updated) — support added for [`HoldCompleteForm`](https://reference.wolfram.com/language/ref/HoldCompleteForm.en.md)

### Parallel Computation

[`LaunchKernels`](https://reference.wolfram.com/language/ref/LaunchKernels.en.md) (updated) — faster launching of kernels on multiple hosts

[`ParallelTable`](https://reference.wolfram.com/language/ref/ParallelTable.en.md) — deep parallelization of nested tables

* [`ParallelSelect`](https://reference.wolfram.com/language/ref/ParallelSelect.en.md)
* [`ParallelCases`](https://reference.wolfram.com/language/ref/ParallelCases.en.md)

## [Tabular Processing](https://reference.wolfram.com/language/guide/TabularProcessing.en.md)

### [Tabular Objects](https://reference.wolfram.com/language/guide/TabularObjects.en.md)

[`Tabular`](https://reference.wolfram.com/language/ref/Tabular.en.md) — column oriented tabular data with different types, missing values, etc.

[`ToTabular`](https://reference.wolfram.com/language/ref/ToTabular.en.md) — converting to [`Tabular`](https://reference.wolfram.com/language/ref/Tabular.en.md) with detailed control

* [`TabularStructure`](https://reference.wolfram.com/language/ref/TabularStructure.en.md)
* [`ColumnKeys`](https://reference.wolfram.com/language/ref/ColumnKeys.en.md)
* [`ColumnTypes`](https://reference.wolfram.com/language/ref/ColumnTypes.en.md)

* [`FromTabular`](https://reference.wolfram.com/language/ref/FromTabular.en.md)
* [`ColumnKeyExistsQ`](https://reference.wolfram.com/language/ref/ColumnKeyExistsQ.en.md)
* [`TabularQ`](https://reference.wolfram.com/language/ref/TabularQ.en.md)
* [`TabularColumn`](https://reference.wolfram.com/language/ref/TabularColumn.en.md)
* [`TabularColumnQ`](https://reference.wolfram.com/language/ref/TabularColumnQ.en.md)
* [`TabularRow`](https://reference.wolfram.com/language/ref/TabularRow.en.md)
* [`TabularRowQ`](https://reference.wolfram.com/language/ref/TabularRowQ.en.md)
* [`TabularSchema`](https://reference.wolfram.com/language/ref/TabularSchema.en.md)

* [`Part`](https://reference.wolfram.com/language/ref/Part.en.md) (updated)
* [`Take`](https://reference.wolfram.com/language/ref/Take.en.md) (updated)
* [`Drop`](https://reference.wolfram.com/language/ref/Drop.en.md) (updated)
* [`TakeDrop`](https://reference.wolfram.com/language/ref/TakeDrop.en.md) (updated)
* [`Key`](https://reference.wolfram.com/language/ref/Key.en.md) (updated)
* [`ExtendedKey`](https://reference.wolfram.com/language/ref/ExtendedKey.en.md)
* [`RowKey`](https://reference.wolfram.com/language/ref/RowKey.en.md)
* [`KeyDrop`](https://reference.wolfram.com/language/ref/KeyDrop.en.md) (updated)
* [`KeyTake`](https://reference.wolfram.com/language/ref/KeyTake.en.md) (updated)
* [`Select`](https://reference.wolfram.com/language/ref/Select.en.md) (updated)
* [`Discard`](https://reference.wolfram.com/language/ref/Discard.en.md)
* [`TakeSmallestBy`](https://reference.wolfram.com/language/ref/TakeSmallestBy.en.md) (updated)
* [`TakeLargestBy`](https://reference.wolfram.com/language/ref/TakeLargestBy.en.md) (updated)
* [`MaximalBy`](https://reference.wolfram.com/language/ref/MaximalBy.en.md) (updated)
* [`MinimalBy`](https://reference.wolfram.com/language/ref/MinimalBy.en.md) (updated)

### [Tabular Data Sources](https://reference.wolfram.com/language/guide/TabularDataSources.en.md)

[`Import`](https://reference.wolfram.com/language/ref/Import.en.md) (updated) — fast, scalable and robust import of tabular data

* [`"CSV"`](https://reference.wolfram.com/language/ref/format/CSV.en.md) (updated)
* [`"XLSX"`](https://reference.wolfram.com/language/ref/format/XLSX.en.md) (updated)
* [`"XLS"`](https://reference.wolfram.com/language/ref/format/XLS.en.md) (updated)
* [`"ODS"`](https://reference.wolfram.com/language/ref/format/ODS.en.md) (updated)
* [`"SXC"`](https://reference.wolfram.com/language/ref/format/SXC.en.md) (updated)
* [`"TSV"`](https://reference.wolfram.com/language/ref/format/TSV.en.md) (updated)
* [`"Table"`](https://reference.wolfram.com/language/ref/format/Table.en.md) (updated)
* [`"Parquet"`](https://reference.wolfram.com/language/ref/format/Parquet.en.md)
* [`"ArrowIPC"`](https://reference.wolfram.com/language/ref/format/ArrowIPC.en.md)
* [`"ORC"`](https://reference.wolfram.com/language/ref/format/ORC.en.md)
* [`"ArrowDataset"`](https://reference.wolfram.com/language/ref/format/ArrowDataset.en.md)
* [`"SAV"`](https://reference.wolfram.com/language/ref/format/SAV.en.md) (updated)
* [`"SAS7BDAT"`](https://reference.wolfram.com/language/ref/format/SAS7BDAT.en.md) (updated)
* [`"DTA"`](https://reference.wolfram.com/language/ref/format/DTA.en.md) (updated)
* [`"POR"`](https://reference.wolfram.com/language/ref/format/POR.en.md) (updated)
* [`"XPORT"`](https://reference.wolfram.com/language/ref/format/XPORT.en.md) (updated)
* [`"RData"`](https://reference.wolfram.com/language/ref/format/RData.en.md) (updated)
* [`"RDS"`](https://reference.wolfram.com/language/ref/format/RDS.en.md) (updated)
* [`"DIF"`](https://reference.wolfram.com/language/ref/format/DIF.en.md) (updated)

[`DataConnectionObject`](https://reference.wolfram.com/language/ref/DataConnectionObject.en.md) — connection to data stores (with authentication, queries, etc.)

* [`AmazonS3`](https://reference.wolfram.com/language/ref/DataConnectionObject.en.md#119331000)
* [`AzureBlobStorage`](https://reference.wolfram.com/language/ref/DataConnectionObject.en.md#1280097330)
* [`Dropbox`](https://reference.wolfram.com/language/ref/DataConnectionObject.en.md#1104649664)
* [`IPFS`](https://reference.wolfram.com/language/ref/DataConnectionObject.en.md#850774533)

[`EntityValue`](https://reference.wolfram.com/language/ref/EntityValue.en.md) (updated) — can now return [`Tabular`](https://reference.wolfram.com/language/ref/Tabular.en.md) objects for large-scale processing

* [`EntityClass`](https://reference.wolfram.com/language/ref/EntityClass.en.md) (updated)
* [`EntityType`](https://reference.wolfram.com/language/ref/EntityType.en.md) (updated)

[`DatabaseReference`](https://reference.wolfram.com/language/ref/DatabaseReference.en.md) (updated) — relational databases can be used as out-of-core backends for [`Tabular`](https://reference.wolfram.com/language/ref/Tabular.en.md)

* [`"SQLite"`](https://reference.wolfram.com/language/ref/databaseconnection/SQLite.en.md)
* [`"PostgreSQL"`](https://reference.wolfram.com/language/ref/databaseconnection/PostgreSQL.en.md)
* [`"MySQL"`](https://reference.wolfram.com/language/ref/databaseconnection/MySQL.en.md)
* [`"MicrosoftSQL"`](https://reference.wolfram.com/language/ref/databaseconnection/MicrosoftSQL.en.md)
* [`"Oracle"`](https://reference.wolfram.com/language/ref/databaseconnection/Oracle.en.md)

[`ToMemory`](https://reference.wolfram.com/language/ref/ToMemory.en.md) — return an in-memory version of an out-of-core object

### [Tabular Data Cleaning](https://reference.wolfram.com/language/guide/TabularCleaning.en.md)

[`TransformMissing`](https://reference.wolfram.com/language/ref/TransformMissing.en.md) — handle missing values

[`TransformAnomalies`](https://reference.wolfram.com/language/ref/TransformAnomalies.en.md) — handle outlier values

* [`RenameColumns`](https://reference.wolfram.com/language/ref/RenameColumns.en.md)
* [`CastColumns`](https://reference.wolfram.com/language/ref/CastColumns.en.md)
* [`DeleteColumns`](https://reference.wolfram.com/language/ref/DeleteColumns.en.md)
* [`InsertColumns`](https://reference.wolfram.com/language/ref/InsertColumns.en.md)

[`PivotToColumns`](https://reference.wolfram.com/language/ref/PivotToColumns.en.md) — spreading values from single columns into several columns

[`PivotFromColumns`](https://reference.wolfram.com/language/ref/PivotFromColumns.en.md) — gathering values from several columns into one column

### [Tabular Transformation](https://reference.wolfram.com/language/guide/TabularTransformation.en.md)

[`TransformColumns`](https://reference.wolfram.com/language/ref/TransformColumns.en.md) — compute columns from values in each row

* [`ConstructColumns`](https://reference.wolfram.com/language/ref/ConstructColumns.en.md)
* [`SortBy`](https://reference.wolfram.com/language/ref/SortBy.en.md) (updated)
* [`ReverseSortBy`](https://reference.wolfram.com/language/ref/ReverseSortBy.en.md) (updated)
* [`NumericalSort`](https://reference.wolfram.com/language/ref/NumericalSort.en.md) (updated)
* [`...`](https://reference.wolfram.com/language/guide/TabularTransformation.en.md)

* [`Elementwise`](https://reference.wolfram.com/language/ref/Elementwise.en.md)
* [`ColumnwiseValue`](https://reference.wolfram.com/language/ref/ColumnwiseValue.en.md)
* [`ColumnwiseThread`](https://reference.wolfram.com/language/ref/ColumnwiseThread.en.md)

[`AggregateRows`](https://reference.wolfram.com/language/ref/AggregateRows.en.md) — simple or grouped aggregation

[`PivotTable`](https://reference.wolfram.com/language/ref/PivotTable.en.md) — compute a pivot table with multiple row and column pivots and aggregation

[`IncludeGroupAggregates`](https://reference.wolfram.com/language/ref/IncludeGroupAggregates.en.md)

### [Tabular Visualization](https://reference.wolfram.com/language/guide/TabularVisualization.en.md)

[`BarChart`](https://reference.wolfram.com/language/ref/BarChart.en.md) (updated) — plot values from a column as discrete bars

* [`PieChart`](https://reference.wolfram.com/language/ref/PieChart.en.md) (updated)
* [`BubbleChart`](https://reference.wolfram.com/language/ref/BubbleChart.en.md) (updated)
* [`BarChart3D`](https://reference.wolfram.com/language/ref/BarChart3D.en.md) (updated)
* [`PieChart3D`](https://reference.wolfram.com/language/ref/PieChart3D.en.md) (updated)
* [`BubbleChart3D`](https://reference.wolfram.com/language/ref/BubbleChart3D.en.md) (updated)
* [`RectangleChart`](https://reference.wolfram.com/language/ref/RectangleChart.en.md) (updated)
* [`RectangleChart3D`](https://reference.wolfram.com/language/ref/RectangleChart3D.en.md) (updated)
* [`SectorChart`](https://reference.wolfram.com/language/ref/SectorChart.en.md) (updated)
* [`SectorChart3D`](https://reference.wolfram.com/language/ref/SectorChart3D.en.md) (updated)
* [`PairedBarChart`](https://reference.wolfram.com/language/ref/PairedBarChart.en.md) (updated)
* [`TradingChart`](https://reference.wolfram.com/language/ref/TradingChart.en.md) (updated)

[`Histogram`](https://reference.wolfram.com/language/ref/Histogram.en.md) (updated) — show the distribution of values in a tabular column using discrete bars

[`SmoothHistogram`](https://reference.wolfram.com/language/ref/SmoothHistogram.en.md) (updated) — show the distribution of values in a tabular column as a smooth density

* [`DateHistogram`](https://reference.wolfram.com/language/ref/DateHistogram.en.md) (updated)
* [`DensityHistogram`](https://reference.wolfram.com/language/ref/DensityHistogram.en.md) (updated)
* [`BoxWhiskerChart`](https://reference.wolfram.com/language/ref/BoxWhiskerChart.en.md) (updated)
* [`DistributionChart`](https://reference.wolfram.com/language/ref/DistributionChart.en.md) (updated)
* [`QuantilePlot`](https://reference.wolfram.com/language/ref/QuantilePlot.en.md) (updated)
* [`PairwiseDensityHistogram`](https://reference.wolfram.com/language/ref/PairwiseDensityHistogram.en.md) (updated)
* [`PairwiseSmoothDensityHistogram`](https://reference.wolfram.com/language/ref/PairwiseSmoothDensityHistogram.en.md) (updated)
* [`PairwiseQuantilePlot`](https://reference.wolfram.com/language/ref/PairwiseQuantilePlot.en.md) (updated)
* [`PairwiseProbabilityPlot`](https://reference.wolfram.com/language/ref/PairwiseProbabilityPlot.en.md) (updated)
* [`...`](https://reference.wolfram.com/language/guide/TabularVisualization.en.md)

[`ListPlot`](https://reference.wolfram.com/language/ref/ListPlot.en.md) (updated) — plot columns from tabular data against each other

* [`ListLinePlot`](https://reference.wolfram.com/language/ref/ListLinePlot.en.md) (updated)
* [`ListPlot3D`](https://reference.wolfram.com/language/ref/ListPlot3D.en.md) (updated)
* [`ListContourPlot`](https://reference.wolfram.com/language/ref/ListContourPlot.en.md) (updated)
* [`ListDensityPlot`](https://reference.wolfram.com/language/ref/ListDensityPlot.en.md) (updated)
* [`ListPointPlot3D`](https://reference.wolfram.com/language/ref/ListPointPlot3D.en.md) (updated)
* [`ListLinePlot3D`](https://reference.wolfram.com/language/ref/ListLinePlot3D.en.md) (updated)
* [`ListStepPlot`](https://reference.wolfram.com/language/ref/ListStepPlot.en.md) (updated)
* [`StackedListPlot`](https://reference.wolfram.com/language/ref/StackedListPlot.en.md) (updated)
* [`ListLogPlot`](https://reference.wolfram.com/language/ref/ListLogPlot.en.md) (updated)
* [`ListContourPlot3D`](https://reference.wolfram.com/language/ref/ListContourPlot3D.en.md) (updated)
* [`ListDensityPlot3D`](https://reference.wolfram.com/language/ref/ListDensityPlot3D.en.md) (updated)
* [`ListSliceContourPlot3D`](https://reference.wolfram.com/language/ref/ListSliceContourPlot3D.en.md) (updated)
* [`ListSliceDensityPlot3D`](https://reference.wolfram.com/language/ref/ListSliceDensityPlot3D.en.md) (updated)
* [`DateListPlot`](https://reference.wolfram.com/language/ref/DateListPlot.en.md) (updated)
* [`RadialAxisPlot`](https://reference.wolfram.com/language/ref/RadialAxisPlot.en.md) (updated)
* [`ParallelAxisPlot`](https://reference.wolfram.com/language/ref/ParallelAxisPlot.en.md) (updated)
* [`PairwiseListPlot`](https://reference.wolfram.com/language/ref/PairwiseListPlot.en.md) (updated)
* [`...`](https://reference.wolfram.com/language/guide/TabularVisualization.en.md)

## [Machine Learning & Neural Networks](https://reference.wolfram.com/language/guide/MachineLearning.en.md)

### [LLM-Related Functionality](https://reference.wolfram.com/language/guide/LLMFunctions.en.md)

[`LLMSynthesizeSubmit`](https://reference.wolfram.com/language/ref/LLMSynthesizeSubmit.en.md), [`ChatSubmit`](https://reference.wolfram.com/language/ref/ChatSubmit.en.md) — asynchronous LLM generation

[`ImageSynthesize`](https://reference.wolfram.com/language/ref/ImageSynthesize.en.md) (updated) — added support for [`LLMConfiguration`](https://reference.wolfram.com/language/ref/LLMConfiguration.en.md)

### Tabular Support in Automated Machine Learning

* [`Classify`](https://reference.wolfram.com/language/ref/Classify.en.md) (updated)
* [`Predict`](https://reference.wolfram.com/language/ref/Predict.en.md) (updated)
* [`ClassifierFunction`](https://reference.wolfram.com/language/ref/ClassifierFunction.en.md) (updated)
* [`PredictorFunction`](https://reference.wolfram.com/language/ref/PredictorFunction.en.md) (updated)
* [`ClassifierMeasurements`](https://reference.wolfram.com/language/ref/ClassifierMeasurements.en.md) (updated)
* [`PredictorMeasurements`](https://reference.wolfram.com/language/ref/PredictorMeasurements.en.md) (updated)
* [`ClusterClassify`](https://reference.wolfram.com/language/ref/ClusterClassify.en.md) (updated)
* [`FindClusters`](https://reference.wolfram.com/language/ref/FindClusters.en.md) (updated)
* [`LearnDistribution`](https://reference.wolfram.com/language/ref/LearnDistribution.en.md) (updated)
* [`FeatureExtraction`](https://reference.wolfram.com/language/ref/FeatureExtraction.en.md) (updated)
* [`SynthesizeMissingValues`](https://reference.wolfram.com/language/ref/SynthesizeMissingValues.en.md) (updated)
* [`DimensionReduce`](https://reference.wolfram.com/language/ref/DimensionReduce.en.md) (updated)
* [`DimensionReduction`](https://reference.wolfram.com/language/ref/DimensionReduction.en.md) (updated)
* [`AnomalyDetection`](https://reference.wolfram.com/language/ref/AnomalyDetection.en.md) (updated)
* [`FindAnomalies`](https://reference.wolfram.com/language/ref/FindAnomalies.en.md) (updated)
* [`FeatureSpacePlot`](https://reference.wolfram.com/language/ref/FeatureSpacePlot.en.md) (updated)
* [`FeatureSpacePlot3D`](https://reference.wolfram.com/language/ref/FeatureSpacePlot3D.en.md) (updated)
* [`FeatureImpactPlot`](https://reference.wolfram.com/language/ref/FeatureImpactPlot.en.md) (updated)
* [`CumulativeFeatureImpactPlot`](https://reference.wolfram.com/language/ref/CumulativeFeatureImpactPlot.en.md) (updated)
* [`FeatureValueImpactPlot`](https://reference.wolfram.com/language/ref/FeatureValueImpactPlot.en.md) (updated)
* [`FeatureValueDependencyPlot`](https://reference.wolfram.com/language/ref/FeatureValueDependencyPlot.en.md) (updated)

### [Neural Networks](https://reference.wolfram.com/language/guide/NeuralNetworks.en.md)

[`NetTrain`](https://reference.wolfram.com/language/ref/NetTrain.en.md) (updated), [`NetMeasurements`](https://reference.wolfram.com/language/ref/NetMeasurements.en.md) (updated) — added support for [`Tabular`](https://reference.wolfram.com/language/ref/Tabular.en.md) input

[`NetUnfold`](https://reference.wolfram.com/language/ref/NetUnfold.en.md) (updated) — added support for [`ReshapeLayer`](https://reference.wolfram.com/language/ref/ReshapeLayer.en.md), [`FlattenLayer`](https://reference.wolfram.com/language/ref/FlattenLayer.en.md) and [`ReplicateLayer`](https://reference.wolfram.com/language/ref/ReplicateLayer.en.md)

[`NormalizationLayer`](https://reference.wolfram.com/language/ref/NormalizationLayer.en.md) (updated) — added new normalization method

[`ReshapeLayer`](https://reference.wolfram.com/language/ref/ReshapeLayer.en.md) (updated) — added support for array-based shape specification

## [Game Theory](https://reference.wolfram.com/language/guide/GameTheory.en.md)

### Matrix Games (aka Simultaneous Games, Normal Form Games)

[`MatrixGame`](https://reference.wolfram.com/language/ref/MatrixGame.en.md) — represents a simultaneous game specified by payoff matrices or arrays

[`FindMatrixGameStrategies`](https://reference.wolfram.com/language/ref/FindMatrixGameStrategies.en.md) — find Nash equilibria

[`MatrixGamePlot`](https://reference.wolfram.com/language/ref/MatrixGamePlot.en.md) — visualize matrix games and strategies

* [`VerifyMatrixGameStrategy`](https://reference.wolfram.com/language/ref/VerifyMatrixGameStrategy.en.md)
* [`MatrixGamePayoff`](https://reference.wolfram.com/language/ref/MatrixGamePayoff.en.md)

### Tree Games (aka Sequential Games, Extensive Form Games)

[`TreeGame`](https://reference.wolfram.com/language/ref/TreeGame.en.md) — represents a sequential game specified by a game tree

[`FindTreeGameStrategies`](https://reference.wolfram.com/language/ref/FindTreeGameStrategies.en.md) — find subgame perfect equilibria (SPE)

[`TreeGamePlot`](https://reference.wolfram.com/language/ref/TreeGamePlot.en.md) — visualize tree games and strategies

* [`VerifyTreeGameStrategy`](https://reference.wolfram.com/language/ref/VerifyTreeGameStrategy.en.md)
* [`TreeGamePayoff`](https://reference.wolfram.com/language/ref/TreeGamePayoff.en.md)

### Game Options

* [`GameActionLabels`](https://reference.wolfram.com/language/ref/GameActionLabels.en.md)
* [`GamePlayerLabels`](https://reference.wolfram.com/language/ref/GamePlayerLabels.en.md)

### Standard Games

[`GameTheoryData`](https://reference.wolfram.com/language/ref/GameTheoryData.en.md) — predefined standard games

## Mathematical Computation

### [Symbolic Array Transformations](https://reference.wolfram.com/language/guide/SymbolicArrays.en.md)

[`ArraySimplify`](https://reference.wolfram.com/language/ref/ArraySimplify.en.md) — simplify symbolic array expressions

[`ArrayExpand`](https://reference.wolfram.com/language/ref/ArrayExpand.en.md) — expand symbolic array expressions

[`ComponentExpand`](https://reference.wolfram.com/language/ref/ComponentExpand.en.md) — expand symbolic array expression into its component parts

### Symbolic Arrays in Calculus

[`LineIntegrate`](https://reference.wolfram.com/language/ref/LineIntegrate.en.md) (updated), [`SurfaceIntegrate`](https://reference.wolfram.com/language/ref/SurfaceIntegrate.en.md) (updated) — integrate using symbolic vector variables

* [`NLineIntegrate`](https://reference.wolfram.com/language/ref/NLineIntegrate.en.md) (updated)
* [`NSurfaceIntegrate`](https://reference.wolfram.com/language/ref/NSurfaceIntegrate.en.md) (updated)

[`DSolve`](https://reference.wolfram.com/language/ref/DSolve.en.md) (updated) — solve differential equations with symbolic array variables

[`RSolve`](https://reference.wolfram.com/language/ref/RSolve.en.md) (updated) — solve difference equations with symbolic array variables

* [`DSolveValue`](https://reference.wolfram.com/language/ref/DSolveValue.en.md) (updated)
* [`RSolveValue`](https://reference.wolfram.com/language/ref/RSolveValue.en.md) (updated)
* [`AsymptoticDSolveValue`](https://reference.wolfram.com/language/ref/AsymptoticDSolveValue.en.md) (updated)
* [`AsymptoticRSolveValue`](https://reference.wolfram.com/language/ref/AsymptoticRSolveValue.en.md) (updated)

### [Fourier Analysis](https://reference.wolfram.com/language/guide/FourierAnalysis.en.md)

[`FourierTransform`](https://reference.wolfram.com/language/ref/FourierTransform.en.md) (updated) — improved numerical evaluation and documentation

* [`FourierCosTransform`](https://reference.wolfram.com/language/ref/FourierCosTransform.en.md) (updated)
* [`FourierSinTransform`](https://reference.wolfram.com/language/ref/FourierSinTransform.en.md) (updated)
* [`InverseFourierTransform`](https://reference.wolfram.com/language/ref/InverseFourierTransform.en.md) (updated)
* [`InverseFourierSinTransform`](https://reference.wolfram.com/language/ref/InverseFourierSinTransform.en.md) (updated)
* [`InverseFourierCosTransform`](https://reference.wolfram.com/language/ref/InverseFourierCosTransform.en.md) (updated)

### [Discrete Calculus](https://reference.wolfram.com/language/guide/DiscreteCalculus.en.md)

[`SumConvergence`](https://reference.wolfram.com/language/ref/SumConvergence.en.md) (updated) — support for specifying the summation interval in the input

[`DigitCount`](https://reference.wolfram.com/language/ref/DigitCount.en.md) (updated) — specify the total number of digits to count

## Astronomy & Dates

### [Astronomical Events](https://reference.wolfram.com/language/guide/AstronomicalComputationAndData.en.md)

[`FindAstroEvent`](https://reference.wolfram.com/language/ref/FindAstroEvent.en.md) — find the instant of relevant astronomical events

* [`MarchEquinox`](https://reference.wolfram.com/language/ref/FindAstroEvent.en.md#226184482)
* [`Conjunction`](https://reference.wolfram.com/language/ref/FindAstroEvent.en.md#85100148)
* [`Periapsis`](https://reference.wolfram.com/language/ref/FindAstroEvent.en.md#1756140812)
* [`Appulse`](https://reference.wolfram.com/language/ref/FindAstroEvent.en.md#1642448979)
* [`...`](https://reference.wolfram.com/language/ref/FindAstroEvent.en.md)

[`MoonPhase`](https://reference.wolfram.com/language/ref/MoonPhase.en.md) (updated) — use different definitions of moon phases

* [`NewMoon`](https://reference.wolfram.com/language/ref/NewMoon.en.md) (updated)
* [`FullMoon`](https://reference.wolfram.com/language/ref/FullMoon.en.md) (updated)
* [`MoonPhaseDate`](https://reference.wolfram.com/language/ref/MoonPhaseDate.en.md) (updated)

### [Date & Time](https://reference.wolfram.com/language/guide/DateAndTime.en.md)

[`MidDate`](https://reference.wolfram.com/language/ref/MidDate.en.md) — midpoint date of a granular date or list of dates

## Chemistry & Biochemistry

[`MoleculeMesh`](https://reference.wolfram.com/language/ref/MoleculeMesh.en.md) — 3D boundary mesh representation of a molecule or biomolecule

[`"RCSBProteinDataBank"`](https://reference.wolfram.com/language/ref/service/RCSBProteinDataBank.en.md) — service connection to the RCSB Protein Data Bank

[`"ESMAtlas"`](https://reference.wolfram.com/language/ref/service/ESMAtlas.en.md) — service connection to the ESM Metagenomic Atlas, a database of protein structures predicted by ESMFold

[`"PDB"`](https://reference.wolfram.com/language/ref/format/PDB.en.md) (updated), [`"MMCIF"`](https://reference.wolfram.com/language/ref/format/MMCIF.en.md) (updated), [`"MMJSON"`](https://reference.wolfram.com/language/ref/format/MMJSON.en.md) (updated) — added support for [`Molecule`](https://reference.wolfram.com/language/ref/Molecule.en.md) and [`BioMolecule`](https://reference.wolfram.com/language/ref/BioMolecule.en.md)

## GPU Computation

### Arrays

[`GPUArray`](https://reference.wolfram.com/language/ref/GPUArray.en.md) — store data in memory accessible for GPU accelerated computation

* [`GPUArrayQ`](https://reference.wolfram.com/language/ref/GPUArrayQ.en.md)
* [`Normal`](https://reference.wolfram.com/language/ref/Normal.en.md)
* [`ArrayQ`](https://reference.wolfram.com/language/ref/ArrayQ.en.md)
* [`VectorQ`](https://reference.wolfram.com/language/ref/VectorQ.en.md)
* [`MatrixQ`](https://reference.wolfram.com/language/ref/MatrixQ.en.md)
* [`ArrayDepth`](https://reference.wolfram.com/language/ref/ArrayDepth.en.md)
* [`Dimensions`](https://reference.wolfram.com/language/ref/Dimensions.en.md)
* [`Length`](https://reference.wolfram.com/language/ref/Length.en.md)
* [`Part`](https://reference.wolfram.com/language/ref/Part.en.md)
* [`First`](https://reference.wolfram.com/language/ref/First.en.md)
* [`Last`](https://reference.wolfram.com/language/ref/Last.en.md)
* [`ByteCount`](https://reference.wolfram.com/language/ref/ByteCount.en.md)

### [Linear Algebra](https://reference.wolfram.com/language/guide/MatricesAndLinearAlgebra.en.md)

[`Dot`](https://reference.wolfram.com/language/ref/Dot.en.md) — matrix operations

* [`Transpose`](https://reference.wolfram.com/language/ref/Transpose.en.md)
* [`ConjugateTranspose`](https://reference.wolfram.com/language/ref/ConjugateTranspose.en.md)
* [`Diagonal`](https://reference.wolfram.com/language/ref/Diagonal.en.md)
* [`Tr`](https://reference.wolfram.com/language/ref/Tr.en.md)

[`LinearSolve`](https://reference.wolfram.com/language/ref/LinearSolve.en.md) — solve linear systems

### [Discrete Fourier Analysis](https://reference.wolfram.com/language/guide/FourierAnalysis.en.md)

[`Fourier`](https://reference.wolfram.com/language/ref/Fourier.en.md) — find the discrete Fourier transform

[`InverseFourier`](https://reference.wolfram.com/language/ref/InverseFourier.en.md) — find the discrete inverse Fourier transform

### [Random Number Generation](https://reference.wolfram.com/language/guide/RandomNumberGeneration.en.md)

[`SeedRandom`](https://reference.wolfram.com/language/ref/SeedRandom.en.md) — use the GPUArrayRandom method for pseudorandom number generation

* [`RandomInteger`](https://reference.wolfram.com/language/ref/RandomInteger.en.md)
* [`RandomReal`](https://reference.wolfram.com/language/ref/RandomReal.en.md)
* [`RandomComplex`](https://reference.wolfram.com/language/ref/RandomComplex.en.md)

### [`Statistics`](https://reference.wolfram.com/language/guide/DescriptiveStatistics.en.md)

[`Mean`](https://reference.wolfram.com/language/ref/Mean.en.md) — descriptive statistics

* [`GeometricMean`](https://reference.wolfram.com/language/ref/GeometricMean.en.md)
* [`Variance`](https://reference.wolfram.com/language/ref/Variance.en.md)
* [`Skewness`](https://reference.wolfram.com/language/ref/Skewness.en.md)
* [`StandardDeviation`](https://reference.wolfram.com/language/ref/StandardDeviation.en.md)
* [`RootMeanSquare`](https://reference.wolfram.com/language/ref/RootMeanSquare.en.md)
* [`Kurtosis`](https://reference.wolfram.com/language/ref/Kurtosis.en.md)

[`Sort`](https://reference.wolfram.com/language/ref/Sort.en.md) — order statistics

* [`Min`](https://reference.wolfram.com/language/ref/Min.en.md)
* [`Max`](https://reference.wolfram.com/language/ref/Max.en.md)
* [`MinMax`](https://reference.wolfram.com/language/ref/MinMax.en.md)
* [`Ordering`](https://reference.wolfram.com/language/ref/Ordering.en.md)

### [Mathematical Functions](https://reference.wolfram.com/language/guide/MathematicalFunctions.en.md)

[`Plus`](https://reference.wolfram.com/language/ref/Plus.en.md), [`Times`](https://reference.wolfram.com/language/ref/Times.en.md) — arithmetic functions

* [`Subtract`](https://reference.wolfram.com/language/ref/Subtract.en.md)
* [`Divide`](https://reference.wolfram.com/language/ref/Divide.en.md)
* [`Total`](https://reference.wolfram.com/language/ref/Total.en.md)
* [`Mean`](https://reference.wolfram.com/language/ref/Mean.en.md)
* [`Accumulate`](https://reference.wolfram.com/language/ref/Accumulate.en.md)
* [`Differences`](https://reference.wolfram.com/language/ref/Differences.en.md)
* [`Ratios`](https://reference.wolfram.com/language/ref/Ratios.en.md)

[`Sin`](https://reference.wolfram.com/language/ref/Sin.en.md), [`Cos`](https://reference.wolfram.com/language/ref/Cos.en.md) — trigonometric functions

* [`Tan`](https://reference.wolfram.com/language/ref/Tan.en.md)
* [`ArcSin`](https://reference.wolfram.com/language/ref/ArcSin.en.md)
* [`ArcCos`](https://reference.wolfram.com/language/ref/ArcCos.en.md)
* [`ArcTan`](https://reference.wolfram.com/language/ref/ArcTan.en.md)

[`Exp`](https://reference.wolfram.com/language/ref/Exp.en.md), [`Log`](https://reference.wolfram.com/language/ref/Log.en.md) — transcendental functions

* [`Log2`](https://reference.wolfram.com/language/ref/Log2.en.md)
* [`Log10`](https://reference.wolfram.com/language/ref/Log10.en.md)
* [`Power`](https://reference.wolfram.com/language/ref/Power.en.md)
* [`Sqrt`](https://reference.wolfram.com/language/ref/Sqrt.en.md)
* [`CubeRoot`](https://reference.wolfram.com/language/ref/CubeRoot.en.md)

[`Sinh`](https://reference.wolfram.com/language/ref/Sinh.en.md), [`Cosh`](https://reference.wolfram.com/language/ref/Cosh.en.md) — hyperbolic functions

* [`Tanh`](https://reference.wolfram.com/language/ref/Tanh.en.md)
* [`Csch`](https://reference.wolfram.com/language/ref/Csch.en.md)
* [`Sech`](https://reference.wolfram.com/language/ref/Sech.en.md)
* [`Coth`](https://reference.wolfram.com/language/ref/Coth.en.md)
* [`ArcSinh`](https://reference.wolfram.com/language/ref/ArcSinh.en.md)
* [`ArcCosh`](https://reference.wolfram.com/language/ref/ArcCosh.en.md)
* [`ArcTanh`](https://reference.wolfram.com/language/ref/ArcTanh.en.md)

[`Ceiling`](https://reference.wolfram.com/language/ref/Ceiling.en.md), [`Floor`](https://reference.wolfram.com/language/ref/Floor.en.md) — integer functions

* [`Round`](https://reference.wolfram.com/language/ref/Round.en.md)
* [`IntegerPart`](https://reference.wolfram.com/language/ref/IntegerPart.en.md)
* [`FractionalPart`](https://reference.wolfram.com/language/ref/FractionalPart.en.md)

[`Abs`](https://reference.wolfram.com/language/ref/Abs.en.md), [`Sign`](https://reference.wolfram.com/language/ref/Sign.en.md) — absolute values and signs

* [`RealAbs`](https://reference.wolfram.com/language/ref/RealAbs.en.md)
* [`RealSign`](https://reference.wolfram.com/language/ref/RealSign.en.md)
* [`Re`](https://reference.wolfram.com/language/ref/Re.en.md)
* [`Im`](https://reference.wolfram.com/language/ref/Im.en.md)
* [`Arg`](https://reference.wolfram.com/language/ref/Arg.en.md)
* [`Conjugate`](https://reference.wolfram.com/language/ref/Conjugate.en.md)

## Geometry

### [Geometric Computation](https://reference.wolfram.com/language/guide/GeometricComputation.en.md)

[`JoinedCurve`](https://reference.wolfram.com/language/ref/JoinedCurve.en.md) (updated), [`FilledCurve`](https://reference.wolfram.com/language/ref/FilledCurve.en.md) (updated) — now geometric regions

* [`RegionQ`](https://reference.wolfram.com/language/ref/RegionQ.en.md) (updated)
* [`RegionDimension`](https://reference.wolfram.com/language/ref/RegionDimension.en.md) (updated)
* [`RegionEmbeddingDimension`](https://reference.wolfram.com/language/ref/RegionEmbeddingDimension.en.md) (updated)
* [`ArcLength`](https://reference.wolfram.com/language/ref/ArcLength.en.md) (updated)
* [`RegionMember`](https://reference.wolfram.com/language/ref/RegionMember.en.md) (updated)
* [`RegionDistance`](https://reference.wolfram.com/language/ref/RegionDistance.en.md) (updated)
* [`BoundingRegion`](https://reference.wolfram.com/language/ref/BoundingRegion.en.md) (updated)
* [`RandomPoint`](https://reference.wolfram.com/language/ref/RandomPoint.en.md) (updated)
* [`...`](https://reference.wolfram.com/language/guide/GeometricComputation.en.md)

### [Constructive Solid Geometry Modeling](https://reference.wolfram.com/language/guide/SolidGeometry.en.md)

[`CSGRegion`](https://reference.wolfram.com/language/ref/CSGRegion.en.md) (updated) — now support annotations

* [`Annotation`](https://reference.wolfram.com/language/ref/Annotation.en.md) (updated)
* [`Annotate`](https://reference.wolfram.com/language/ref/Annotate.en.md) (updated)
* [`AnnotationKeys`](https://reference.wolfram.com/language/ref/AnnotationKeys.en.md) (updated)
* [`AnnotationValue`](https://reference.wolfram.com/language/ref/AnnotationValue.en.md) (updated)
* [`AnnotationDelete`](https://reference.wolfram.com/language/ref/AnnotationDelete.en.md) (updated)
* [`AnnotationRules`](https://reference.wolfram.com/language/ref/AnnotationRules.en.md) (updated)
* [`Style`](https://reference.wolfram.com/language/ref/Style.en.md) (updated)

## Graphs & Networks

### Graph Drawing

"SymmetricLayeredEmbedding" — place vertices symmetrically on parallel lines

"Rotation" — rotation option for graph embeddings

* [`"BipartiteEmbedding"`](https://reference.wolfram.com/language/ref/method/BipartiteEmbedding.en.md) (updated)
* [`"CircularEmbedding"`](https://reference.wolfram.com/language/ref/method/CircularEmbedding.en.md) (updated)
* [`"CircularMultipartiteEmbedding"`](https://reference.wolfram.com/language/ref/method/CircularMultipartiteEmbedding.en.md) (updated)
* [`"DiscreteSpiralEmbedding"`](https://reference.wolfram.com/language/ref/method/DiscreteSpiralEmbedding.en.md) (updated)
* [`"GridEmbedding"`](https://reference.wolfram.com/language/ref/method/GridEmbedding.en.md) (updated)
* [`"LinearEmbedding"`](https://reference.wolfram.com/language/ref/method/LinearEmbedding.en.md) (updated)
* [`"MultipartiteEmbedding"`](https://reference.wolfram.com/language/ref/method/MultipartiteEmbedding.en.md) (updated)
* [`"SpiralEmbedding"`](https://reference.wolfram.com/language/ref/method/SpiralEmbedding.en.md) (updated)
* [`"StarEmbedding"`](https://reference.wolfram.com/language/ref/method/StarEmbedding.en.md) (updated)
* [`"BalloonEmbedding"`](https://reference.wolfram.com/language/ref/method/BalloonEmbedding.en.md) (updated)
* [`"RadialEmbedding"`](https://reference.wolfram.com/language/ref/method/RadialEmbedding.en.md) (updated)
* [`"LayeredDigraphEmbedding"`](https://reference.wolfram.com/language/ref/method/LayeredDigraphEmbedding.en.md) (updated)
* [`"LayeredEmbedding"`](https://reference.wolfram.com/language/ref/method/LayeredEmbedding.en.md) (updated)
* [`"GravityEmbedding"`](https://reference.wolfram.com/language/ref/method/GravityEmbedding.en.md) (updated)
* [`"HighDimensionalEmbedding"`](https://reference.wolfram.com/language/ref/method/HighDimensionalEmbedding.en.md) (updated)
* [`"PlanarEmbedding"`](https://reference.wolfram.com/language/ref/method/PlanarEmbedding.en.md) (updated)
* [`"SpectralEmbedding"`](https://reference.wolfram.com/language/ref/method/SpectralEmbedding.en.md) (updated)
* [`"SphericalEmbedding"`](https://reference.wolfram.com/language/ref/method/SphericalEmbedding.en.md) (updated)
* [`"SymmetricLayeredEmbedding"`](https://reference.wolfram.com/language/ref/method/SymmetricLayeredEmbedding.en.md) (updated)
* [`"TutteEmbedding"`](https://reference.wolfram.com/language/ref/method/TutteEmbedding.en.md) (updated)

## Video, Image & Audio Computation

### [Video Processing & Analysis](https://reference.wolfram.com/language/guide/VideoProcessing.en.md)

[`VideoObjectTracking`](https://reference.wolfram.com/language/ref/VideoObjectTracking.en.md) — detect and track objects in a video

[`ObjectTrackingData`](https://reference.wolfram.com/language/ref/ObjectTrackingData.en.md) — an object storing the tracked object information

[`HighlightVideo`](https://reference.wolfram.com/language/ref/HighlightVideo.en.md) — highlight objects in a video

### Image Functions Now Support Video

* [`BarcodeRecognize`](https://reference.wolfram.com/language/ref/BarcodeRecognize.en.md) (updated)
* [`TextRecognize`](https://reference.wolfram.com/language/ref/TextRecognize.en.md) (updated)
* [`FindFaces`](https://reference.wolfram.com/language/ref/FindFaces.en.md) (updated)
* [`ImageCases`](https://reference.wolfram.com/language/ref/ImageCases.en.md) (updated)
* [`ImageBoundingBoxes`](https://reference.wolfram.com/language/ref/ImageBoundingBoxes.en.md) (updated)
* [`ImagePosition`](https://reference.wolfram.com/language/ref/ImagePosition.en.md) (updated)
* [`ImageContents`](https://reference.wolfram.com/language/ref/ImageContents.en.md) (updated)
* [`ImageContainsQ`](https://reference.wolfram.com/language/ref/ImageContainsQ.en.md) (updated)
* [`FindImageShapes`](https://reference.wolfram.com/language/ref/FindImageShapes.en.md) (updated)
* [`FindImageText`](https://reference.wolfram.com/language/ref/FindImageText.en.md) (updated)
* [`ImageCorners`](https://reference.wolfram.com/language/ref/ImageCorners.en.md) (updated)
* [`ImageKeypoints`](https://reference.wolfram.com/language/ref/ImageKeypoints.en.md) (updated)
* [`ImageLines`](https://reference.wolfram.com/language/ref/ImageLines.en.md) (updated)
* [`ImageSegmentationComponents`](https://reference.wolfram.com/language/ref/ImageSegmentationComponents.en.md) (updated)
* [`MorphologicalComponents`](https://reference.wolfram.com/language/ref/MorphologicalComponents.en.md) (updated)
* [`WatershedComponents`](https://reference.wolfram.com/language/ref/WatershedComponents.en.md) (updated)
* [`ImageForestingComponents`](https://reference.wolfram.com/language/ref/ImageForestingComponents.en.md) (updated)

### [Video Editing](https://reference.wolfram.com/language/guide/VideoEditing.en.md)

[`VideoJoin`](https://reference.wolfram.com/language/ref/VideoJoin.en.md) (updated) — now supports still images

[`VideoCombine`](https://reference.wolfram.com/language/ref/VideoCombine.en.md) (updated) — now supports subtitle options as well as combining still images

[`VideoTranscribe`](https://reference.wolfram.com/language/ref/VideoTranscribe.en.md) (updated) — now accepts the [`Language`](https://reference.wolfram.com/language/ref/Language.en.md) and subtitle options

[`SubtitleStyle`](https://reference.wolfram.com/language/ref/SubtitleStyle.en.md) — specify style for created subtitle tracks

[`ShowSubtitles`](https://reference.wolfram.com/language/ref/ShowSubtitles.en.md) — specify whether to display the subtitles

### Video Object

[`Video`](https://reference.wolfram.com/language/ref/Video.en.md) (updated) — adding support for in-notebook storage of the videos as well as subtitle options

## [PDE Modeling](https://reference.wolfram.com/language/guide/PDEModeling.en.md)

### [`Electromagnetics`](https://reference.wolfram.com/language/guide/ElectromagneticPDEModels.en.md)

[`MagnetostaticPDEComponent`](https://reference.wolfram.com/language/ref/MagnetostaticPDEComponent.en.md) — model magnetostatics without currents

[`MagneticPDEComponent`](https://reference.wolfram.com/language/ref/MagneticPDEComponent.en.md) — model quasistatic magnetic fields with currents

[`ElectricCurrentPDEComponent`](https://reference.wolfram.com/language/ref/ElectricCurrentPDEComponent.en.md) (updated) — updated model electric currents

[`ElectrostaticPDEComponent`](https://reference.wolfram.com/language/ref/ElectrostaticPDEComponent.en.md) (updated) — updated electrostatic systems

* [`MagneticFluxDensityValue`](https://reference.wolfram.com/language/ref/MagneticFluxDensityValue.en.md)
* [`MagneticPotentialCondition`](https://reference.wolfram.com/language/ref/MagneticPotentialCondition.en.md)
* [`MagneticSymmetryValue`](https://reference.wolfram.com/language/ref/MagneticSymmetryValue.en.md)

[*Electromagnetics Overview*](https://reference.wolfram.com/language/PDEModels/tutorial/Electromagnetics/ElectromagneticsOverview.en.md) (updated) — overview monograph about modeling electromagnetics

[*Magnetostatics for Permanent Magnets*](https://reference.wolfram.com/language/PDEModels/tutorial/Electromagnetics/MagnetostaticsForPermanentMagnets.en.md) — monograph about modeling permanent magnets

[*Quasistatic Magnetic Fields*](https://reference.wolfram.com/language/PDEModels/tutorial/Electromagnetics/QuasistaticMagneticFields.en.md) — monograph about modeling quasistatic magnetic fields

### [Solid Mechanics](https://reference.wolfram.com/language/guide/SolidMechanicsPDEModels.en.md)

[`SolidMechanicsPDEComponent`](https://reference.wolfram.com/language/ref/SolidMechanicsPDEComponent.en.md) (updated) — support for extended plane strain and stress

[`SolidMechanicsStrain`](https://reference.wolfram.com/language/ref/SolidMechanicsStrain.en.md) (updated) — support for extended plane strain and stress

[`SolidMechanicsStress`](https://reference.wolfram.com/language/ref/SolidMechanicsStress.en.md) (updated) — support for extended plane strain and stress

### [PDE Application Models](https://reference.wolfram.com/language/PDEModels/tutorial/PDEModelsOverview.en.md)

* [Inductive Heating](https://reference.wolfram.com/language/PDEModels/tutorial/Multiphysics/ModelCollection/InductiveHeating.en.md)
* [Cerebral Aneurysm](https://reference.wolfram.com/language/PDEModels/tutorial/FluidDynamics/ModelCollection/CerebralAneurysm.en.md) (updated)

## [Importing & Exporting](https://reference.wolfram.com/language/guide/ImportingAndExporting.en.md)

### [Tabular Formats](https://reference.wolfram.com/language/guide/TabularAndSpreadsheetFormats.en.md)

[`"CSV"`](https://reference.wolfram.com/language/ref/format/CSV.en.md) (updated), [`"TSV"`](https://reference.wolfram.com/language/ref/format/TSV.en.md) (updated), [`"Table"`](https://reference.wolfram.com/language/ref/format/Table.en.md) (updated) — now support [`Tabular`](https://reference.wolfram.com/language/ref/Tabular.en.md); significant speed improvements

[`"Parquet"`](https://reference.wolfram.com/language/ref/format/Parquet.en.md) — Apache Parquet format

[`"ORC"`](https://reference.wolfram.com/language/ref/format/ORC.en.md) — Optimized Row Columnar data format

[`"ArrowIPC"`](https://reference.wolfram.com/language/ref/format/ArrowIPC.en.md) — Arrow IPC columnar data format

[`"ArrowDataset"`](https://reference.wolfram.com/language/ref/format/ArrowDataset.en.md) — multi-file columnar data format

* [`"XLS"`](https://reference.wolfram.com/language/ref/format/XLS.en.md) (updated)
* [`"XLSX"`](https://reference.wolfram.com/language/ref/format/XLSX.en.md) (updated)
* [`"RData"`](https://reference.wolfram.com/language/ref/format/RData.en.md) (updated)
* [`"RDS"`](https://reference.wolfram.com/language/ref/format/RDS.en.md) (updated)
* [`"SAS7BDAT"`](https://reference.wolfram.com/language/ref/format/SAS7BDAT.en.md) (updated)
* [`"XPORT"`](https://reference.wolfram.com/language/ref/format/XPORT.en.md) (updated)
* [`"DTA"`](https://reference.wolfram.com/language/ref/format/DTA.en.md) (updated)
* [`"SAV"`](https://reference.wolfram.com/language/ref/format/SAV.en.md) (updated)
* [`"POR"`](https://reference.wolfram.com/language/ref/format/POR.en.md) (updated)
* [`"DIF"`](https://reference.wolfram.com/language/ref/format/DIF.en.md) (updated)
* [`"ODS"`](https://reference.wolfram.com/language/ref/format/ODS.en.md) (updated)
* [`"SXC"`](https://reference.wolfram.com/language/ref/format/SXC.en.md) (updated)

### Data Connections

[`DataConnectionObject`](https://reference.wolfram.com/language/ref/DataConnectionObject.en.md) — establish a connection to services such as Amazon S3 and Azure

### [Document Formats](https://reference.wolfram.com/language/guide/DocumentFormats.en.md)

[`"Markdown"`](https://reference.wolfram.com/language/ref/format/Markdown.en.md) — import Markdown as plaintext

[`"PDF"`](https://reference.wolfram.com/language/ref/format/PDF.en.md) (updated) — import text and images as a mixed list

### [XML Formats](https://reference.wolfram.com/language/guide/XMLFormats.en.md)

[`"XML"`](https://reference.wolfram.com/language/ref/format/XML.en.md) (updated) — more bug fixing, especially in [`Export`](https://reference.wolfram.com/language/ref/Export.en.md)

[`"ExpressionML"`](https://reference.wolfram.com/language/ref/format/ExpressionML.en.md) (updated) — backend update that gives significant speed improvement and bug fixes

## Notebooks

File ▶ New ▶ Notebook (updated) — default new notebooks now support all chat-style cells

[`LabeledGraphicsBox`](https://reference.wolfram.com/language/ref/LabeledGraphicsBox.en.md) — is a low-level construct that represents a graphics box with a label attached to it

[`ThemeColor`](https://reference.wolfram.com/language/ref/ThemeColor.en.md) — represents a color setting from a light/dark-aware notebook rendering theme

* [`LightDark`](https://reference.wolfram.com/language/ref/LightDark.en.md)
* [`LightDarkSwitched`](https://reference.wolfram.com/language/ref/LightDarkSwitched.en.md)

[`SelectionMove`](https://reference.wolfram.com/language/ref/SelectionMove.en.md) (updated) — now supports a list of cell objects

[`NotebookCellData`](https://reference.wolfram.com/language/ref/NotebookCellData.en.md) (updated) — add elements for serialized cell expression information

## Related Guides

* [Summary of New Features in 14.1](https://reference.wolfram.com/language/guide/SummaryOfNewFeaturesIn141.en.md)
* [Summary of New Features in 14.0](https://reference.wolfram.com/language/guide/SummaryOfNewFeaturesIn14.en.md)
* [Summary of New Features in 13.0](https://reference.wolfram.com/language/guide/SummaryOfNewFeaturesIn13.en.md)
* [Summary of Recently Added Features](https://reference.wolfram.com/language/guide/RecentlyAddedFeatures.en.md)
* [Full Revision History](https://www.wolfram.com/language/quick-revision-history/)
* [Full Legacy Documentation](https://reference.wolfram.com/history/)