How to assign values to a column for a subset of data frame rows

Question

I have a large data frame and I am trying to assign values to a particular data column for specific subsets.

subset(P2Y12R_binding_summary,(SYSTEM==\"4NTJ\")         


        

Answer 1

If speed is a concern I would look to data.table (I normally look there anyway).

library(data.table)
setDT(P2Y12R_binding_summary)[SYSTEM=="4NTJ" & VARIANT=="D294N",  Ki_expt := 42.2 ]

an Example using diamonds:

    library(data.table)
    dummydf  <- diamonds
    setDT(dummydf)[cut =="Premium" & color =="J",  example := 42.2 ]

dummydf[!is.na(example)]
     carat     cut color clarity depth table price    x    y    z example
  1:  0.30 Premium     J     SI2  59.3    61   405 4.43 4.38 2.61    42.2
  2:  1.00 Premium     J     SI2  62.3    58  2801 6.45 6.34 3.98    42.2
  3:  0.93 Premium     J     SI2  61.9    57  2807 6.21 6.19 3.84    42.2
  4:  1.17 Premium     J      I1  60.2    61  2825 6.90 6.83 4.13    42.2
  5:  0.33 Premium     J     VS1  62.8    58   557 4.41 4.38 2.76    42.2
 ---                                                                     
804:  1.01 Premium     J      I1  60.7    59  2602 6.42 6.39 3.89    42.2
805:  1.01 Premium     J     SI2  58.3    62  2683 6.49 6.43 3.77    42.2
806:  1.01 Premium     J     SI2  59.3    56  2683 6.51 6.45 3.84    42.2
807:  0.90 Premium     J     SI2  62.7    57  2717 6.09 6.06 3.80    42.2
808:  0.90 Premium     J     SI2  63.0    59  2717 6.14 6.11 3.86    42.2

Note that you only setDT() once. after that just call your DT using dummydf[subsets, LHS name := RHS value]