SubsetDataByContinuousCol.Rd
Example. If you want to only keep the bottom 25% and top 75% of data, then the lower.bound.percent will be 0.25 and the upper.bound.percent will be 0.75.
SubsetDataByContinuousCol( inputted.data, col.name.to.subset.on, lower.bound.percent, upper.bound.percent )
inputted.data | A dataframe. |
---|---|
col.name.to.subset.on | Name of column with continuous data for subsetting. |
lower.bound.percent | A numeric value from 0 to 1 that specifies the first bound. |
upper.bound.percent | A numeric value from 0 to 1 that specifies the second bound. |
A subsetted dataframe.
Other Preprocessing functions:
AddColBinnedToBinary()
,
AddColBinnedToQuartiles()
,
AddPCsToEnd()
,
ConvertDataToPercentiles()
,
CorAssoTestMultipleWithErrorHandling()
,
DownSampleDataframe()
,
GenerateElbowPlotPCA()
,
GeneratePC1andPC2PlotsWithAndWithoutOutliers()
,
Log2TargetDensityPlotComparison()
,
LookAtPCFeatureLoadings()
,
MultipleColumnsNormalCheckThenBoxCox()
,
NormalCheckThenBoxCoxTransform()
,
RanomlySelectOneRowForEach()
,
RecodeIdentifier()
,
RemoveColWithAllZeros()
,
RemoveRowsBasedOnCol()
,
RemoveSamplesWithInstability()
,
SplitIntoTrainTest()
,
StabilityTestingAcrossVisits()
,
TwoSampleTTest()
,
ZScoreChallengeOutliers()
,
captureSessionInfo()
,
correlation.association.test()
,
describeNumericalColumnsWithLevels()
,
describeNumericalColumns()
,
generate.descriptive.plots.save.pdf()
,
generate.descriptive.plots()