Almost a dozen alternatives with timings:
ClearAll[f1, f2, f3, f4, f5, f6, f7, f8, f9, f10, f11];
f1[w_] := w /. {a_, Complex[_, b_]} :> {a, b};
f2[w_] := {#, Im@#2} & @@@ w; (* my favorite ... credit: ubpdqn *)
f3[w_] := w /. Complex[_, b_] :> b;
f4[w_] := MapAt[Im, w, {{All, -1}}];
f5[w_] := Module[{s = Im /@ w}, s[[All, 1]] = w[[All, 1]]; s];
f6[w_] := Module[{s = w}, s[[All, -1]] = Im /@ w[[All, -1]]; s];
f7[w_] := Transpose@{First /@ w, Im /@ Last /@ w};
f8[w_] := Transpose@{w[[All, 1]], Im /@ w[[All, -1]]};
f9[w_] := Through@{First, Composition[Im, Last]}@# & /@ w;
f10[w_] := Transpose@{First /@ w, Composition[Im, Last] /@ w};
f11[w_] := Replace[w, {x_, complex_} :> {x, Im@complex}, {1}];
f1@w
(* {{0.01`, 0.00001414`},{0.15`, 0.003144129`},{0.25`, 0.00854493297`},{6, 0.28132187`}}*)
functions = {f1, f2, f3, f4, f5, f6, f7, f8, f9, f10, f11};
results = (Through@functions@w);
Equal @@ results
(* True *)
Timings:
testdata1 = Transpose[{RandomReal[100, 10000], RandomComplex[100, 10000]}];
testdata2 = Transpose[{RandomReal[100, 100000], RandomComplex[100, 100000]}];
testdata3 = Transpose[{RandomReal[100, 1000000], RandomComplex[100, 1000000]}];
Using Mr.Wizard's timeAvg function:
SetAttributes[timeAvg, HoldFirst]
timeAvg[func_]:= Do[If[#>0.3, Return[#/5^i]] &@@ AbsoluteTiming@Do[func,{5^i}], {i, 0, 15}]
TableForm[{#, timeAvg[#@testdata1;]} & /@ functions]
results = Through@functions@testdata1;
Equal @@ results
(* True *)
TableForm[{#, timeAvg[#@testdata2;]} & /@ functions]
results = Through@functions@testdata2;
Equal @@ results
(* True *)
TableForm[{#, timeAvg[#@testdata3;]} & /@ functions]
results = Through@functions@testdata3;
Equal @@ results
(* True *)
ListPlot[Im[Flatten@w]]
Given the range you may wish to useListLogPlot
$\endgroup${{0.01,0.00001414},{0.15,0.00314413},{0.25,0.00854493},{6,0.281322}}
not{0,0.00001414,0,0.00314413,0,0.00854493,0,0.281322}
. $\endgroup$ListPlot[{#1, Im@#2} & @@@ w]
Same comment wrt log $\endgroup$