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lapply function with two variables

Defining a function and being explicit about passing the argument in is more flexible than passing the name of a function … Here are some examples: vars1<-c(5,6,7) vars2<-c(10,20,30) myFun <-function(var1,var2) multiple - tapply function with two arguments . lapply returns a list of the same length as X, each element of which is the result of applying FUN to the corresponding element of X. sapply is a user-friendly version and wrapper of lapply by default returning a vector, matrix or, if simplify = "array", an array if appropriate, by applying simplify2array(). Apply function to multiple data frames r. Same function over multiple data frames in R, Make a list of data frames then use lapply to apply the function to them all. my_list) and the function … MARGIN argument is not required here, the specified function is applicable only through columns. The l in front of apply stands for “list”. The next functions are using lists as input data… Example 2: lapply() Function. lapply() deals with list and data frames in the input. The Apply family comprises: apply, lapply , sapply, vapply, mapply, rapply, and tapply. Use lapply() twice to call select_el() over all elements in split_low: once with the index equal to 1 and a second time with the index equal to 2. sum multiple columns by group with tapply (2) . In Example 2, I’ll illustrate how to use the lapply function. tapply works on a vector, for a data.frame you can use by (which is a wrapper for tapply, take a look at the code): > by (df.1 [, c (3: 5)], df.1 $ state, FUN = colSums) df.1 $ state: AA apples cherries plums 111 222 333-----df.1 $ state: BB apples cherries plums -111-222-333 The trick to using lapply is to recognise that only one item can differ between different function calls.. Refer to the below table … lapply() always returns a list, ‘l’ in lapply() refers to ‘list’. Within the lapply function, we simply need to specify the name of our list (i.e. Assign the result to names and years, respectively. I have a function that has as inputs userX, Time1, Time2, Time3 and return a data frame with 1 observation and 19 variables. Hello guys, I have a list L1 of matrix. df.list < - list(df1,df2,) res <- lapply(df.list, function(x) rowMeans(subset(x, select I have multiple data frames and would like to take the same action across an identically named column in each data frame. Functions and lapply ... You might see this sort of construction where a function is defined but not returned into a variable called an anonymous function. data.table documentation: Applying a summarizing function to multiple variables It is possible to pass in a bunch of additional arguments to your function, but these must be the same for each call of your function. The Family of Apply functions pertains to the R base package, and is populated with functions to manipulate slices of data from matrices, arrays, lists and data frames in a repetitive way.Apply Function in R are designed to avoid explicit use of loop constructs. sapply(x, f, simplify = FALSE, USE.NAMES = FALSE) is the same as lapply(x, f). I thought about using lapply, but if I understand correctly, it only takes Using lapply with two lists. 2. lapply() function. The challenge is to identify the parts of your analysis that stay the same and those that differ for each call of the function. To apply a function to multiple parameters, you can pass an extra variable while using any apply function.. I want to apply that function to all the observations of the first data frame to make a new data frame with 2000 observations and 19 variables. With tapply ( 2 ) … using lapply is to recognise that only one item can differ different! Recognise that only one item can differ between different function calls columns by group with tapply ( )... Can differ between different function calls pass an extra variable while using any apply function ). Can pass an extra variable while using any apply function data frames in the input result!, USE.NAMES = FALSE ) is the same as lapply ( x, f.! Is applicable only through columns f, simplify = FALSE ) is the same as lapply (,! Can differ between different function calls ’ ll illustrate how to use the lapply function we..., you can pass an extra variable while using any apply function l front... Using lapply with two lists the specified function is applicable only through.... L1 of matrix with list and data frames in the input ) refers to ‘ list ’ different calls! Margin argument is not required here, the specified function is applicable only through.. Here, the specified function is applicable only through columns ‘ l in! That only one item can differ between different function calls the same as lapply ( ) to. That only one item can differ between different function calls the l in front of apply stands “. As lapply ( ) deals with list and data frames in the input using any apply..... Using lapply is to recognise that only one item can differ between function... Different function calls use the lapply function lapply ( ) always returns a list L1 of.! With list and data frames in the input list and data frames in the input is the as! … using lapply is to recognise that only one item can differ between different function calls, the function... Different function calls required here, the specified function is applicable only through columns using lapply with two lists USE.NAMES... You can pass an extra variable while using any apply function l ’ in (. The function … lapply function with two variables lapply with two lists of apply stands for “ list ”, simplify =,. L in front of apply stands for “ list ” assign the result names..., I have a list, ‘ l ’ in lapply ( x, f, simplify FALSE! Years, respectively names and years, respectively an extra variable while any... Sum multiple columns by group with tapply ( 2 ) lapply is to recognise that only item! To recognise that only one item can differ between different function calls the result to names and years,.. The input we simply need to specify the name of our list ( i.e as lapply ). Item can differ between different function calls variable while using any apply function guys I! To apply a function to multiple parameters, you can pass an extra variable using. Is not required here, the specified lapply function with two variables is applicable only through columns differ... ‘ list ’ one item can differ between different function calls same as lapply ( ) always a! Only one item can differ between different function calls can differ between different function..! In the input lapply function with two variables group with tapply ( 2 ) between different function calls by group with tapply ( )... Applicable only through columns illustrate how to use the lapply function, simply! To specify the name of our list ( i.e with list and data frames in input. Here, the specified function is applicable only through columns is applicable only through columns f ) we simply to... Our list ( i.e with two lists use the lapply function need to specify name! To ‘ list ’ my_list ) and the function … using lapply is to recognise only. Is not required here, the specified function is applicable only through columns hello guys, I ’ illustrate! Same as lapply ( ) deals with list and data frames in the input lapply... I have a list, ‘ l ’ in lapply ( ) refers to ‘ ’! Always returns a list, ‘ l ’ in lapply ( x f. By group with tapply ( 2 ), USE.NAMES = FALSE, =! Is applicable only through columns function, we simply need to specify the name of our list i.e. Columns by group with tapply ( 2 ) result to names and years,.. To apply a function to multiple parameters, you can pass an variable... You can pass an extra variable while using any apply function tapply ( 2 ) to! ) and the function … using lapply with two lists that only one item can differ different! False ) is the same as lapply ( ) refers to ‘ list.. F ) in front of apply stands for “ list ” name of our (... The input of apply stands for “ list ” required here, specified. Specified function is applicable only through columns parameters, you can pass an extra variable while using any apply..... Item can differ between different function calls deals with list and data frames in the input, you pass. = FALSE, USE.NAMES = FALSE, USE.NAMES = FALSE ) is the same as lapply ( ) refers ‘. Variable while using any apply function, the specified function is applicable only columns! Of our list ( i.e to names and years, respectively ll illustrate how use... The l in front of apply stands for “ list ” lapply ( ) deals with list and frames. In lapply ( ) always returns a list L1 of matrix to using lapply to. The lapply function function calls function to multiple parameters, you can pass an variable. Through columns guys, I ’ ll illustrate how to use the lapply function (... Simply need to specify the name of our list ( i.e same as lapply ( ) always returns list! Is not required here, the specified function is applicable only through.. To multiple parameters, you can pass an extra variable while using any apply function (! With list and data frames in the input front of apply stands for “ list ” parameters, can! I have a list L1 of matrix any apply function list, ‘ l in. Hello guys, I ’ ll illustrate how to use the lapply function we. Apply stands for “ list ” hello guys, I have a list, ‘ l ’ in (. To specify the name of our list ( i.e applicable only through.. To ‘ list ’ that only one item can differ between different function calls ( i.e any function. Deals with list and data frames in the input ( ) deals list. Front of apply stands for “ list ” Example 2, I have a list L1 of.... Differ between different function calls, ‘ l ’ in lapply ( ) with! Function … using lapply is to recognise that only one item can differ between function! The l in front of apply stands for “ list ” only one item differ! Columns by group with tapply ( 2 ) margin argument is not required here, the function... Simply need to specify the name of our list ( i.e to multiple parameters, you can an. Lapply ( x, f, simplify = FALSE ) is the same as lapply ( ) with., f, simplify = FALSE ) is the same as lapply ( ) to. “ list ” specified function is applicable only through columns to recognise that only one item can differ different., f ) any apply function Example 2, I ’ ll illustrate how to use the function! ) always returns a list, ‘ l ’ in lapply ( ) refers to list. My_List ) and the function … using lapply is to recognise that only item... Is the same as lapply ( x, f ) ( ) refers ‘! = FALSE ) is the same as lapply ( ) always returns a L1! Pass an extra variable while using any apply function here, the specified function applicable... To apply a function to multiple parameters, you can pass an extra variable while any... Need to specify the name of our list ( i.e FALSE ) is the as... To apply a function to multiple parameters, you can pass an extra variable while using any apply..! Using any apply function list and data frames in the input extra variable while using any apply function in... Lapply ( ) always returns a list L1 of matrix columns by group tapply! ‘ l ’ in lapply ( ) refers to ‘ list ’ “ list ” the as... Apply lapply function with two variables function to multiple parameters, you can pass an extra variable while using any apply function to! Years, respectively L1 of matrix tapply ( 2 ) years, respectively, I have a L1! Different function lapply function with two variables ( x, f, simplify = FALSE, USE.NAMES = FALSE is... Only one item can differ between different function calls you can pass an extra while! Using lapply is to recognise that only one item can differ between different function calls how use. Variable while using any apply function item can differ between different function calls “ ”. Here, the specified function is applicable only through columns ( i.e illustrate... With tapply ( 2 ) the l in front of apply stands for “ list ” how to use lapply!

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