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terapin
Level VI

JSL - Calculate Mean of Last 3 Rows Per Date

I have a data set where I'd like to calculate the mean of the last 3 observations for each date and have that value be in its own column and paired with the last date as shown below.

Names Default To Here( 1 );

// Create an example data table
dt = New Table( "Date",
	Add Rows( 30 ),
	New Column( "Date",
		Numeric,
		"Continuous",
		Format( "m/d/y", 10 ),
		Set Values( [3713817600, 3713817600, 3713817600, 3713817600, 3713817600, 3713817600, 3713817600, 3713817600, 3713817600, 3713817600, 
		3715027200, 3715027200, 3715027200, 3715027200, 3715027200, 3715027200, 3715027200, 3715027200, 3715027200, 3715027200,
		3716236800, 3716236800, 3716236800, 3716236800, 3716236800, 3716236800, 3716236800, 3716236800, 3716236800, 3716236800] )
	),

	New Column( "Data",
		Numeric,
		"Continuous",
		Format( "Best", 12 ),
		Set Values( [2,4,6,8,10,12,14,16,18,20,2,4,6,8,10,12,14,26,28,30,2,4,6,8,10,12,14,36,38,40] )
	),	
	New Column( "Desired Result",
		Numeric,
		"Continuous",
		Format( "Best", 12 ),
		Set Values( [.,.,.,.,.,.,.,.,.,18,.,.,.,.,.,.,.,.,.,28,.,.,.,.,.,.,.,.,.,38] )
	),	
	
);

While I can create a summary table that calculates the mean and then insert the mean back in the original data table, I'm looking for a suggestion for a more elegant and less process intensive method.  Any suggestions on how to accomplish this would be appreciated, either as a column formula, or via JSL (preferred).

1 ACCEPTED SOLUTION

Accepted Solutions
txnelson
Super User

Re: JSL - Calculate Mean of Last 3 Rows Per Date

Here is one way to write the formula to do this

If( :Date != :Date[Row() + 1] | Row() == N Rows( Current Data Table() ),
	Mean( :Data[Row()], :Data[Row() - 1], :Data[Row() - 2] )
)
Jim

View solution in original post

4 REPLIES 4
txnelson
Super User

Re: JSL - Calculate Mean of Last 3 Rows Per Date

Here is one way to write the formula to do this

If( :Date != :Date[Row() + 1] | Row() == N Rows( Current Data Table() ),
	Mean( :Data[Row()], :Data[Row() - 1], :Data[Row() - 2] )
)
Jim
terapin
Level VI

Re: JSL - Calculate Mean of Last 3 Rows Per Date

Thanks for the suggestion, especially one that I could easily wrap my head around.  I'll need to dig into the suggestion by jthi more since the solution isn't as intuitive to me as yours is.

jthi
Super User

Re: JSL - Calculate Mean of Last 3 Rows Per Date

I can also open my solution a bit as Col functions can be fairly powerful. Take a look at the explanation when you have time:

  1. Use Col Max(Row(), :Date) to get last row for each date
  2. Check with the if-statement with Row() for last row for date
  3. Use Mean to calculate mean of last three rows for a date. Index(Row() - 2, Col Max(Row(), :Date) creates matrix of row numbers. And then with:Data[Index] we can get values for those row numbers

I have attached datatable in which the formula is split in parts

jthi_0-1634315733838.png

 

-Jarmo
jthi
Super User

Re: JSL - Calculate Mean of Last 3 Rows Per Date

Other option with a formula:

If(Row() == Col Max(Row(), :Date),
	Mean(:Data[Index(Row() - 2, Col Max(Row(), :Date))])
)

 

-Jarmo