dropNaNs

The Drop NaN Operation

Removes rows with NaN values. Specific case of drop.

Optionally, you can select which columns to operate on (see org.jetbrains.kotlinx.dataframe.api.DropNaNs.DropNaNsSelectingOptions). Also, you can supply whereAllNaN = true to only drop rows where all selected cells are NaN. By default, rows are dropped if any of the selected cells are NaN.

For more information: See dropNaNs on the documentation website.

See also fillNaNs, which replaces NaN values instead of removing rows.

This Drop NaNs Overload

Select or express columns using the Columns Selection DSL.

This DSL is initiated by a Columns Selector lambda, which operates in the context of the Columns Selection DSL and expects you to return a SingleColumn or ColumnSet (so, a ColumnsResolver). This is an entity formed by calling any (combination) of the functions in the DSL that is or can be resolved into one or more columns.

The Columns Selection DSL allows using Extension Properties for specifying columns type- and name-safe.

Check out: Columns Selection DSL Grammar

See Column Selectors on the documentation website.

For example:

df.dropNaNs{ length andage }

df.dropNaNs{ cols(1..5) }

df.dropNaNs{ colsOf<Double>() }

df.dropNaNs(whereAllNaN = true) { colsOf<Double>() }

Parameters

The Drop NaN Operation

Removes rows with NaN values. Specific case of drop.

Optionally, you can select which columns to operate on (see org.jetbrains.kotlinx.dataframe.api.DropNaNs.DropNaNsSelectingOptions). Also, you can supply whereAllNaN = true to only drop rows where all selected cells are NaN. By default, rows are dropped if any of the selected cells are NaN.

For more information: See dropNaNs on the documentation website.

See also fillNaNs, which replaces NaN values instead of removing rows.

This Drop NaNs Overload

df.dropNaNs("length", whereAllNaN = true)

Parameters

The Drop NaN Operation

Removes rows with NaN values. Specific case of drop.

Optionally, you can select which columns to operate on (see org.jetbrains.kotlinx.dataframe.api.DropNaNs.DropNaNsSelectingOptions). Also, you can supply whereAllNaN = true to only drop rows where all selected cells are NaN. By default, rows are dropped if any of the selected cells are NaN.

For more information: See dropNaNs on the documentation website.

See also fillNaNs, which replaces NaN values instead of removing rows.

This Drop NaNs Overload

This overload operates on all columns in the DataFrame.

Parameters

The Drop NaN Operation

Removes NaN values from this DataColumn, adjusting the type accordingly.

For more information: See dropNaNs on the documentation website.

The Drop NaN Operation

Removes rows with NaN values. Specific case of drop.

Optionally, you can select which columns to operate on (see org.jetbrains.kotlinx.dataframe.api.DropNaNs.DropNaNsSelectingOptions). Also, you can supply whereAllNaN = true to only drop rows where all selected cells are NaN. By default, rows are dropped if any of the selected cells are NaN.

For more information: See dropNaNs on the documentation website.

See also fillNaNs, which replaces NaN values instead of removing rows.

This Drop NaNs Overload

df.dropNaNs(Person::length, whereAllNaN = true)

Parameters

The Drop NaN Operation

Removes rows with NaN values. Specific case of drop.

Optionally, you can select which columns to operate on (see org.jetbrains.kotlinx.dataframe.api.DropNaNs.DropNaNsSelectingOptions). Also, you can supply whereAllNaN = true to only drop rows where all selected cells are NaN. By default, rows are dropped if any of the selected cells are NaN.

For more information: See dropNaNs on the documentation website.

See also fillNaNs, which replaces NaN values instead of removing rows.

This Drop NaNs Overload

df.dropNaNs(length, whereAllNaN = true)

Parameters