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- All Implemented Interfaces:
public final class DataFrameStatisticsKt
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Method Summary
Modifier and Type Method Description final static <T extends Any> Integercount(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, Boolean> predicate)final static <T extends Any> DataRow<T>min(DataFrame<T> $self)final static <T extends Any, C extends Comparable<C>> Cmin(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> Comparable<Object>min(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> Cmin(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> Cmin(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Comparable<C>> CminOrNull(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> Comparable<Object>minOrNull(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> CminOrNull(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> CminOrNull(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>minBy(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any> DataRow<T>minBy(DataFrame<T> $self, String column)final static <T extends Any, C extends Comparable<C>> DataRow<T>minBy(DataFrame<T> $self, ColumnReference<C> column)final static <T extends Any, C extends Comparable<C>> DataRow<T>minBy(DataFrame<T> $self, KProperty<C> column)final static <T extends Any, C extends Comparable<C>> DataRow<T>minByOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any> DataRow<T>minByOrNull(DataFrame<T> $self, String column)final static <T extends Any, C extends Comparable<C>> DataRow<T>minByOrNull(DataFrame<T> $self, ColumnReference<C> column)final static <T extends Any, C extends Comparable<C>> DataRow<T>minByOrNull(DataFrame<T> $self, KProperty<C> column)final static <T extends Any, C extends Comparable<C>> CminOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any, C extends Comparable<C>> CminOfOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any> DataRow<T>max(DataFrame<T> $self)final static <T extends Any, C extends Comparable<C>> Cmax(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> Comparable<Object>max(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> Cmax(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> Cmax(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Comparable<C>> CmaxOrNull(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> Comparable<Object>maxOrNull(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> CmaxOrNull(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> CmaxOrNull(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxBy(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any> DataRow<T>maxBy(DataFrame<T> $self, String column)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxBy(DataFrame<T> $self, ColumnReference<C> column)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxBy(DataFrame<T> $self, KProperty<C> column)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxByOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any> DataRow<T>maxByOrNull(DataFrame<T> $self, String column)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxByOrNull(DataFrame<T> $self, ColumnReference<C> column)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxByOrNull(DataFrame<T> $self, KProperty<C> column)final static <T extends Any, C extends Comparable<C>> CmaxOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any, C extends Comparable<C>> CmaxOfOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any> DataRow<T>sum(DataFrame<T> $self)final static <T extends Any, C extends Number> Csum(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any, C extends Number> Csum(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any> Numbersum(DataFrame<T> $self, String columns)final static <T extends Any, C extends Number> Csum(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Number> CsumOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)final static <T extends Any> DataRow<T>mean(DataFrame<T> $self, Boolean skipNA)final static <T extends Any, C extends Number> Doublemean(DataFrame<T> $self, Boolean skipNA, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> Doublemean(DataFrame<T> $self, String columns, Boolean skipNA)final static <T extends Any, C extends Number> Doublemean(DataFrame<T> $self, ColumnReference<C> columns, Boolean skipNA)final static <T extends Any, C extends Number> Doublemean(DataFrame<T> $self, KProperty<C> columns, Boolean skipNA)final static <T extends Any, D extends Number> DoublemeanOf(DataFrame<T> $self, Boolean skipNA, Function2<DataRow<T>, DataRow<T>, D> expression)final static <T extends Any> DataRow<T>median(DataFrame<T> $self)final static <T extends Any, C extends Comparable<C>> Cmedian(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> Objectmedian(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> Cmedian(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> Cmedian(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Comparable<C>> CmedianOrNull(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> ObjectmedianOrNull(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> CmedianOrNull(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> CmedianOrNull(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, R extends Comparable<R>> RmedianOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, R> expression)final static <T extends Any> DataRow<T>std(DataFrame<T> $self)final static <T extends Any> Doublestd(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<Number>> columns)final static <T extends Any> Doublestd(DataFrame<T> $self, ColumnReference<Number> columns)final static <T extends Any> Doublestd(DataFrame<T> $self, String columns)final static <T extends Any> Doublestd(DataFrame<T> $self, KProperty<Number> columns)final static <T extends Any, R extends Number> DoublestdOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, R> expression)final static <T extends Any, C extends Comparable<C>> DataRow<T>minFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> DataRow<T>minFor(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>minFor(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>minFor(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> DataRow<T>maxFor(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxFor(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>maxFor(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Number> DataRow<T>sumFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> DataRow<T>sumFor(DataFrame<T> $self, String columns)final static <T extends Any, C extends Number> DataRow<T>sumFor(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Number> DataRow<T>sumFor(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any, C extends Number> DataRow<T>meanFor(DataFrame<T> $self, Boolean skipNA, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> DataRow<T>meanFor(DataFrame<T> $self, String columns, Boolean skipNA)final static <T extends Any, C extends Number> DataRow<T>meanFor(DataFrame<T> $self, ColumnReference<C> columns, Boolean skipNA)final static <T extends Any, C extends Number> DataRow<T>meanFor(DataFrame<T> $self, KProperty<C> columns, Boolean skipNA)final static <T extends Any, C extends Comparable<C>> DataRow<T>medianFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)final static <T extends Any> DataRow<T>medianFor(DataFrame<T> $self, String columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>medianFor(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Comparable<C>> DataRow<T>medianFor(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any> DataRow<T>stdFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<Number>> columns)final static <T extends Any> DataRow<T>stdFor(DataFrame<T> $self, String columns)final static <T extends Any, C extends Number> DataRow<T>stdFor(DataFrame<T> $self, ColumnReference<C> columns)final static <T extends Any, C extends Number> DataRow<T>stdFor(DataFrame<T> $self, KProperty<C> columns)final static <T extends Any> DataFrame<?>corr(DataFrame<T> $self)final static <T extends Any, C extends Number> DataFrame<?>corr(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)-
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Method Detail
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count
final static <T extends Any> Integer count(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, Boolean> predicate)
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min
final static <T extends Any, C extends Comparable<C>> C min(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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min
final static <T extends Any, C extends Comparable<C>> C min(DataFrame<T> $self, ColumnReference<C> columns)
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min
final static <T extends Any, C extends Comparable<C>> C min(DataFrame<T> $self, KProperty<C> columns)
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minOrNull
final static <T extends Any, C extends Comparable<C>> C minOrNull(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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minOrNull
final static <T extends Any> Comparable<Object> minOrNull(DataFrame<T> $self, String columns)
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minOrNull
final static <T extends Any, C extends Comparable<C>> C minOrNull(DataFrame<T> $self, ColumnReference<C> columns)
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minOrNull
final static <T extends Any, C extends Comparable<C>> C minOrNull(DataFrame<T> $self, KProperty<C> columns)
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minBy
final static <T extends Any, C extends Comparable<C>> DataRow<T> minBy(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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minBy
final static <T extends Any, C extends Comparable<C>> DataRow<T> minBy(DataFrame<T> $self, ColumnReference<C> column)
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minBy
final static <T extends Any, C extends Comparable<C>> DataRow<T> minBy(DataFrame<T> $self, KProperty<C> column)
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minByOrNull
final static <T extends Any, C extends Comparable<C>> DataRow<T> minByOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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minByOrNull
final static <T extends Any> DataRow<T> minByOrNull(DataFrame<T> $self, String column)
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minByOrNull
final static <T extends Any, C extends Comparable<C>> DataRow<T> minByOrNull(DataFrame<T> $self, ColumnReference<C> column)
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minByOrNull
final static <T extends Any, C extends Comparable<C>> DataRow<T> minByOrNull(DataFrame<T> $self, KProperty<C> column)
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minOf
final static <T extends Any, C extends Comparable<C>> C minOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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minOfOrNull
final static <T extends Any, C extends Comparable<C>> C minOfOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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max
final static <T extends Any, C extends Comparable<C>> C max(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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max
final static <T extends Any, C extends Comparable<C>> C max(DataFrame<T> $self, ColumnReference<C> columns)
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max
final static <T extends Any, C extends Comparable<C>> C max(DataFrame<T> $self, KProperty<C> columns)
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maxOrNull
final static <T extends Any, C extends Comparable<C>> C maxOrNull(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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maxOrNull
final static <T extends Any> Comparable<Object> maxOrNull(DataFrame<T> $self, String columns)
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maxOrNull
final static <T extends Any, C extends Comparable<C>> C maxOrNull(DataFrame<T> $self, ColumnReference<C> columns)
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maxOrNull
final static <T extends Any, C extends Comparable<C>> C maxOrNull(DataFrame<T> $self, KProperty<C> columns)
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maxBy
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxBy(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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maxBy
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxBy(DataFrame<T> $self, ColumnReference<C> column)
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maxBy
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxBy(DataFrame<T> $self, KProperty<C> column)
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maxByOrNull
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxByOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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maxByOrNull
final static <T extends Any> DataRow<T> maxByOrNull(DataFrame<T> $self, String column)
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maxByOrNull
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxByOrNull(DataFrame<T> $self, ColumnReference<C> column)
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maxByOrNull
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxByOrNull(DataFrame<T> $self, KProperty<C> column)
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maxOf
final static <T extends Any, C extends Comparable<C>> C maxOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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maxOfOrNull
final static <T extends Any, C extends Comparable<C>> C maxOfOrNull(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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sum
final static <T extends Any, C extends Number> C sum(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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sum
final static <T extends Any, C extends Number> C sum(DataFrame<T> $self, ColumnReference<C> columns)
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sumOf
final static <T extends Any, C extends Number> C sumOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, C> expression)
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mean
final static <T extends Any, C extends Number> Double mean(DataFrame<T> $self, Boolean skipNA, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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mean
final static <T extends Any, C extends Number> Double mean(DataFrame<T> $self, ColumnReference<C> columns, Boolean skipNA)
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mean
final static <T extends Any, C extends Number> Double mean(DataFrame<T> $self, KProperty<C> columns, Boolean skipNA)
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meanOf
final static <T extends Any, D extends Number> Double meanOf(DataFrame<T> $self, Boolean skipNA, Function2<DataRow<T>, DataRow<T>, D> expression)
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median
final static <T extends Any, C extends Comparable<C>> C median(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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median
final static <T extends Any, C extends Comparable<C>> C median(DataFrame<T> $self, ColumnReference<C> columns)
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median
final static <T extends Any, C extends Comparable<C>> C median(DataFrame<T> $self, KProperty<C> columns)
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medianOrNull
final static <T extends Any, C extends Comparable<C>> C medianOrNull(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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medianOrNull
final static <T extends Any> Object medianOrNull(DataFrame<T> $self, String columns)
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medianOrNull
final static <T extends Any, C extends Comparable<C>> C medianOrNull(DataFrame<T> $self, ColumnReference<C> columns)
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medianOrNull
final static <T extends Any, C extends Comparable<C>> C medianOrNull(DataFrame<T> $self, KProperty<C> columns)
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medianOf
final static <T extends Any, R extends Comparable<R>> R medianOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, R> expression)
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std
final static <T extends Any> Double std(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<Number>> columns)
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stdOf
final static <T extends Any, R extends Number> Double stdOf(DataFrame<T> $self, Function2<DataRow<T>, DataRow<T>, R> expression)
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minFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> minFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)
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minFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> minFor(DataFrame<T> $self, ColumnReference<C> columns)
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minFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> minFor(DataFrame<T> $self, KProperty<C> columns)
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maxFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)
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maxFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxFor(DataFrame<T> $self, ColumnReference<C> columns)
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maxFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> maxFor(DataFrame<T> $self, KProperty<C> columns)
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sumFor
final static <T extends Any, C extends Number> DataRow<T> sumFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)
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sumFor
final static <T extends Any, C extends Number> DataRow<T> sumFor(DataFrame<T> $self, ColumnReference<C> columns)
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sumFor
final static <T extends Any, C extends Number> DataRow<T> sumFor(DataFrame<T> $self, KProperty<C> columns)
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meanFor
final static <T extends Any, C extends Number> DataRow<T> meanFor(DataFrame<T> $self, Boolean skipNA, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)
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meanFor
final static <T extends Any> DataRow<T> meanFor(DataFrame<T> $self, String columns, Boolean skipNA)
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meanFor
final static <T extends Any, C extends Number> DataRow<T> meanFor(DataFrame<T> $self, ColumnReference<C> columns, Boolean skipNA)
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meanFor
final static <T extends Any, C extends Number> DataRow<T> meanFor(DataFrame<T> $self, KProperty<C> columns, Boolean skipNA)
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medianFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> medianFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<C>> columns)
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medianFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> medianFor(DataFrame<T> $self, ColumnReference<C> columns)
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medianFor
final static <T extends Any, C extends Comparable<C>> DataRow<T> medianFor(DataFrame<T> $self, KProperty<C> columns)
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stdFor
final static <T extends Any> DataRow<T> stdFor(DataFrame<T> $self, Function2<ColumnsForAggregateSelectionDsl<T>, ColumnsForAggregateSelectionDsl<T>, ColumnSet<Number>> columns)
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stdFor
final static <T extends Any, C extends Number> DataRow<T> stdFor(DataFrame<T> $self, ColumnReference<C> columns)
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stdFor
final static <T extends Any, C extends Number> DataRow<T> stdFor(DataFrame<T> $self, KProperty<C> columns)
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corr
final static <T extends Any, C extends Number> DataFrame<?> corr(DataFrame<T> $self, Function2<ColumnsSelectionDsl<T>, ColumnsSelectionDsl<T>, ColumnSet<C>> columns)
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