diff --git a/analyses/pluginATLAS/ATLAS_2017_I1589844.plot b/analyses/pluginATLAS/ATLAS_2017_I1589844.plot
--- a/analyses/pluginATLAS/ATLAS_2017_I1589844.plot
+++ b/analyses/pluginATLAS/ATLAS_2017_I1589844.plot
@@ -1,63 +1,63 @@
 # BEGIN PLOT /ATLAS_2017_I1589844/d..
 Title=$Z \rightarrow e^+e^-$, $R=0.4$, charged particles only
 LogY=1
 LogX=1
 XTwosidedTicks=1
 YTwosidedTicks=1
 #LeftMargin=1.5
 LegendXPos=0.95
 LegendAlign=r
 # END PLOT
 
-# BEGIN PLOT /ATLAS_2017_I1589844/d..-x01-y04
+# BEGIN PLOT /ATLAS_2017_I1589844/d..-x01-y03
 Title=$Z \rightarrow e^+e^-$, $R=1.0$, charged particles only
 # END PLOT
 
-# BEGIN PLOT /ATLAS_2017_I1589844/d..-x01-y06
+# BEGIN PLOT /ATLAS_2017_I1589844/d..-x01-y05
 Title=$Z \rightarrow e^+e^-$, $R=0.4$, charged and neutral particles
 # END PLOT
 
-# BEGIN PLOT /ATLAS_2017_I1589844/d..-x01-y08
+# BEGIN PLOT /ATLAS_2017_I1589844/d..-x01-y06
 Title=$Z \rightarrow e^+e^-$, $R=1.0$, charged and neutral particles
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d01
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_0}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_0}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d02
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_1}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_1}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d03
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_2}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_2}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d04
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_3}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_3}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d05
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_4}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_4}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d06
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_5}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_5}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d07
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_6}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_6}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844/d08
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_7}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_7}$ [GeV]
 # END PLOT
 
diff --git a/analyses/pluginATLAS/ATLAS_2017_I1589844_EL.plot b/analyses/pluginATLAS/ATLAS_2017_I1589844_EL.plot
--- a/analyses/pluginATLAS/ATLAS_2017_I1589844_EL.plot
+++ b/analyses/pluginATLAS/ATLAS_2017_I1589844_EL.plot
@@ -1,63 +1,63 @@
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d..
 Title=$Z \rightarrow e^+e^-$, $R=0.4$, charged particles only
 LogY=1
 LogX=1
 XTwosidedTicks=1
 YTwosidedTicks=1
 #LeftMargin=1.5
 LegendXPos=0.95
 LegendAlign=r
 # END PLOT
 
-# BEGIN PLOT /ATLAS_2017_I1589844_EL/d..-x01-y04
+# BEGIN PLOT /ATLAS_2017_I1589844_EL/d..-x01-y03
 Title=$Z \rightarrow e^+e^-$, $R=1.0$, charged particles only
 # END PLOT
 
-# BEGIN PLOT /ATLAS_2017_I1589844_EL/d..-x01-y06
+# BEGIN PLOT /ATLAS_2017_I1589844_EL/d..-x01-y05
 Title=$Z \rightarrow e^+e^-$, $R=0.4$, charged and neutral particles
 # END PLOT
 
-# BEGIN PLOT /ATLAS_2017_I1589844_EL/d..-x01-y08
+# BEGIN PLOT /ATLAS_2017_I1589844_EL/d..-x01-y07
 Title=$Z \rightarrow e^+e^-$, $R=1.0$, charged and neutral particles
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d01
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_0}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_0}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d02
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_1}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_1}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d03
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_2}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_2}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d04
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_3}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_3}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d05
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_4}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_4}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d06
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_5}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_5}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d07
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_6}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_6}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_EL/d08
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_7}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_7}$ [GeV]
 # END PLOT
 
diff --git a/analyses/pluginATLAS/ATLAS_2017_I1589844_MU.plot b/analyses/pluginATLAS/ATLAS_2017_I1589844_MU.plot
--- a/analyses/pluginATLAS/ATLAS_2017_I1589844_MU.plot
+++ b/analyses/pluginATLAS/ATLAS_2017_I1589844_MU.plot
@@ -1,63 +1,63 @@
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d..
-Title=$Z \rightarrow e^+e^-$, $R=0.4$, charged particles only
+Title=$Z \rightarrow \mu^+\mu^-$, $R=0.4$, charged particles only
 LogY=1
 LogX=1
 XTwosidedTicks=1
 YTwosidedTicks=1
 #LeftMargin=1.5
 LegendXPos=0.95
 LegendAlign=r
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d..-x01-y04
-Title=$Z \rightarrow e^+e^-$, $R=1.0$, charged particles only
+Title=$Z \rightarrow \mu^+\mu^-$, $R=1.0$, charged particles only
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d..-x01-y06
-Title=$Z \rightarrow e^+e^-$, $R=0.4$, charged and neutral particles
+Title=$Z \rightarrow \mu^+\mu^-$, $R=0.4$, charged and neutral particles
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d..-x01-y08
-Title=$Z \rightarrow e^+e^-$, $R=1.0$, charged and neutral particles
+Title=$Z \rightarrow \mu^+\mu^-$, $R=1.0$, charged and neutral particles
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d01
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_0}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_0}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d02
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_1}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_1}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d03
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_2}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_2}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d04
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_3}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_3}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d05
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_4}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_4}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d06
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_5}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_5}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d07
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_6}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_6}$ [GeV]
 # END PLOT
 
 # BEGIN PLOT /ATLAS_2017_I1589844_MU/d08
 YLabel=$\frac{\text{d}\sigma}{\text{d}\sqrt{d_7}}$ [$\text{pb}\,\text{GeV}^{-1}$]
 XLabel=$\sqrt{d_7}$ [GeV]
 # END PLOT