| 1 |
from __future__ import division
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| 2 |
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| 3 |
from tdrStyle import *
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| 4 |
from math import sqrt
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| 5 |
from ROOT import *
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| 6 |
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| 7 |
canvases = []
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| 8 |
scanvases = []
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| 9 |
counter = 0
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| 10 |
asymrange = 0.5
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| 11 |
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| 12 |
def plotMttbar():
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| 13 |
tdrstyle = setTDRStyle();
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| 14 |
gStyle.SetHatchesSpacing(1.0);
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| 15 |
gStyle.SetOptStat("emri"); # Print integral & usual stuff
|
| 16 |
lumi = 5000;
|
| 17 |
oldLumi = 5000;
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| 18 |
scale = lumi / oldLumi;
|
| 19 |
qcdScale = {'default':1.72, 'withMETAndAsymJets': 3.03};
|
| 20 |
# data = TFile.Open("data2.9pb_fullSetOfVars.root");
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| 21 |
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| 22 |
# data = TFile.Open("Run_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 23 |
ttbar = TFile.Open("TTJets_5000pb_PFElectron_PF2PATJets_PFMET.root");
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| 24 |
# ttbar = TFile.Open("TT_Tune_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 25 |
# wjets = TFile.Open("WJetsToLNu_5000pb_PFElectron_PF2PATJets_PFMET.root");
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| 26 |
# wjets = TFile.Open("WToENu_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 27 |
# zjets = TFile.Open("DYJetsToLL_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 28 |
# bce1 = TFile.Open("QCD_Pt-20to30_BCtoE_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 29 |
# bce2 = TFile.Open("QCD_Pt-30to80_BCtoE_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 30 |
# bce3 = TFile.Open("QCD_Pt-80to170_BCtoE_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 31 |
# enri1 = TFile.Open("QCD_Pt-20to30_EMEnriched_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 32 |
# enri2 = TFile.Open("QCD_Pt-30to80_EMEnriched_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 33 |
# enri3 = TFile.Open("QCD_Pt-80to170_EMEnriched_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 34 |
# zjets = TFile.Open("DYJets_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 35 |
# Zprime500 = TFile.Open("Zprime_M500GeV_W50GeV_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 36 |
# Zprime1500 = TFile.Open("Zprime_M1500GeV_W15GeV_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 37 |
# Zprime750 = TFile.Open("Zprime_M750GeV_W7500MeV_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 38 |
# Zprime1000 = TFile.Open("Zprime_M1000GeV_W10GeV_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 39 |
# Zprime2000 = TFile.Open("Zprime_M2000GeV_W20GeV_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 40 |
# Zprime4000 = TFile.Open("Zprime_M4000GeV_W400GeV_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 41 |
# Tprime300 = TFile.Open("TprimeToWb_M300_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 42 |
# Tprime350 = TFile.Open("TprimeToWb_M350_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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| 43 |
# WprimeTToTTD_M400 = TFile.Open("WprimeTToTTD_M400_5000pb_PFElectron_PF2PATJets_PFMET.root");
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| 44 |
WprimeTToTTD_M600 = TFile.Open("WprimeTToTTD_M600_5000pb_PFElectron_PF2PATJets_PFMET.root");
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| 45 |
# WprimeTToTTD_M800 = TFile.Open("WprimeTToTTD_M800_5000pb_PFElectron_PF2PATJets_PFMET.root");
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| 46 |
# WprimeTToTTD_M1000 = TFile.Open("WprimeTToTTD_M1000_5000pb_PFElectron_PF2PATJets_PFMET.root");
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| 47 |
# WprimeToTTBbar_M1000 = TFile.Open("WprimeToTBbar_M-1000_4000pb_PFElectron_PF2PATJets_PFMET.root");
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| 48 |
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| 49 |
# pj1 = TFile.Open("pj1_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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| 50 |
# pj2 = TFile.Open("pj2_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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| 51 |
# pj3 = TFile.Open("pj3_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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| 52 |
# tW = TFile.Open("tW_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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| 53 |
# tchan = TFile.Open("tchan_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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| 54 |
# vqq = TFile.Open("vqq_7.22pb_V4PFCalo.root__fullSetOfVars.root");
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| 55 |
# Zprime1250 = TFile.Open("/storage/workspace/BristolAnalysisTools/outputfiles/Zprime_M1250GeV_W12500MeV_36.135pb.root");
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| 56 |
# Zprime1500 = TFile.Open("/storage/workspace/BristolAnalysisTools/outputfiles/Zprime_M1500GeV_W15GeV_36.135pb.root");
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| 57 |
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| 58 |
hists = [];
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| 59 |
# hists.append('mttbar_QCDEnriched')
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| 60 |
# hists.append('mttbar_conversions')
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| 61 |
# hists.append('mttbar_conversions_withMETCut')
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| 62 |
# hists.append('mttbar_conversions_withMETAndAsymJets')
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| 63 |
# hists.append('mttbar_conversions_withAsymJetsCut')
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| 64 |
# hists.append('mttbar_controlRegion')
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| 65 |
# hists.append("jet12vsjet13");
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| 66 |
# hists.append("jet12vsjet23");
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| 67 |
# hists.append("jet13vsjet23");
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| 68 |
# hists.append("mttbar");
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| 69 |
# hists.append("tPrimeMass");
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| 70 |
# hists.append("tPrimepT");
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| 71 |
# hists.append("tPrimeHT");
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| 72 |
# hists.append("tPrime_pt");
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| 73 |
# hists.append("tPrime_px");
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| 74 |
# hists.append("tPrime_py");
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| 75 |
# hists.append("tPrime_pz");
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| 76 |
# hists.append("mLeptonicTopLone");
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| 77 |
# hists.append("mLepTopLoneNM");
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| 78 |
# hists.append("mHadTopLoneNM");
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| 79 |
# hists.append("chiHadronicTop");
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| 80 |
# hists.append("chiLeptonicTop");
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| 81 |
# hists.append("chiGlobal");
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| 82 |
# hists.append("chiTotal");
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| 83 |
# hists.append("lepTopDeltaR");
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| 84 |
# hists.append("hadTopDeltaR");
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| 85 |
# hists.append("lepTopLep");
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| 86 |
# hists.append("hadTopHad");
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| 87 |
# hists.append("numHadTopMCMatches");
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| 88 |
# hists.append("numLepTopMCMatches");
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| 89 |
# hists.append("numHadTopCorrectID");
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| 90 |
# hists.append("numLepTopCorrectID");
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| 91 |
# hists.append("numHadTopMCMatches2top");
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| 92 |
# hists.append("numLepTopMCMatches2top");
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| 93 |
# hists.append("numHadTopCorrectID2top");
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| 94 |
# hists.append("numLepTopCorrectID2top");
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| 95 |
# hists.append("mttbar_2ndSolution");
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| 96 |
# hists.append("mttbar_3rdSolution");
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| 97 |
# hists.append("mttbar_allSolutions");
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| 98 |
##
|
| 99 |
# hists.append("mttbar_withMETCut");
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| 100 |
# hists.append("mttbar_2ndSolution_withMETCut");
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| 101 |
# hists.append("mttbar_3rdSolution_withMETCut");
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| 102 |
# hists.append("mttbar_allSolutions_withMETCut");
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| 103 |
#
|
| 104 |
# hists.append("mttbar_withMETAndAsymJets");
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| 105 |
# hists.append("mttbar_2ndSolution_withMETAndAsymJets");
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| 106 |
# hists.append("mttbar_3rdSolution_withMETAndAsymJets");
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| 107 |
# hists.append("mttbar_allSolutions_withMETAndAsymJets");
|
| 108 |
#
|
| 109 |
# hists.append("mttbar_withAsymJetsCut");
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| 110 |
# hists.append("mttbar_2ndSolution_withAsymJetsCut");
|
| 111 |
# hists.append("mttbar_3rdSolution_withAsymJetsCut");
|
| 112 |
# hists.append("mttbar_allSolutions_withAsymJetsCut");
|
| 113 |
#
|
| 114 |
# hists.append("ttbar_pt");
|
| 115 |
# hists.append("ttbar_pt_2ndSolution");
|
| 116 |
# hists.append("ttbar_pt_3rdSolution");
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| 117 |
# hists.append("ttbar_pt_allSolutions");
|
| 118 |
#
|
| 119 |
# hists.append("ttbar_pt_withMETCut");
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| 120 |
# hists.append("ttbar_pt_2ndSolution_withMETCut");
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| 121 |
# hists.append("ttbar_pt_3rdSolution_withMETCut");
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| 122 |
# hists.append("ttbar_pt_allSolutions_withMETCut");
|
| 123 |
#
|
| 124 |
# hists.append("ttbar_pt_withMETAndAsymJets");
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| 125 |
# hists.append("ttbar_pt_2ndSolution_withMETAndAsymJets");
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| 126 |
# hists.append("ttbar_pt_3rdSolution_withMETAndAsymJets");
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| 127 |
# hists.append("ttbar_pt_allSolutions_withMETAndAsymJets");
|
| 128 |
#
|
| 129 |
# hists.append("ttbar_pt_withAsymJetsCut");
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| 130 |
# hists.append("ttbar_pt_2ndSolution_withAsymJetsCut");
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| 131 |
# hists.append("ttbar_pt_3rdSolution_withAsymJetsCut");
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| 132 |
# # hists.append("ttbar_pt_allSolutions_withAsymJetsCut");
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| 133 |
# hists.append("angleTops");
|
| 134 |
# hists.append("angleTops_withMETCut");
|
| 135 |
# hists.append("angleTops_withMETAndAsymJets");
|
| 136 |
# hists.append("angleTops_withAsymJetsCut");
|
| 137 |
#
|
| 138 |
hists.append("leadingJetPt");
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| 139 |
hists.append("nextLeadingJetPt");
|
| 140 |
hists.append("trailingJetPt");
|
| 141 |
# hists.append("pt_leadingTop");
|
| 142 |
# hists.append("pt_loneLepTop");
|
| 143 |
# hists.append("pt_lepTop");
|
| 144 |
# hists.append("pt_hadTop");
|
| 145 |
# hists.append("pt_loneHadTop");
|
| 146 |
# hists.append("pt_leadingTop_withMETCut");
|
| 147 |
# hists.append("pt_leadingTop_withMETAndAsymJets");
|
| 148 |
# hists.append("pt_leadingTop_withAsymJetsCut");
|
| 149 |
#
|
| 150 |
# hists.append("pt_NextToLeadingTop");
|
| 151 |
# hists.append("pt_NextToLeadingTop_withMETCut");
|
| 152 |
# hists.append("pt_NextToLeadingTop_withMETAndAsymJets");
|
| 153 |
# hists.append("pt_NextToLeadingTop_withAsymJetsCut");
|
| 154 |
#
|
| 155 |
# hists.append("mAllTop");
|
| 156 |
#
|
| 157 |
# hists.append("ttbar_px");
|
| 158 |
# hists.append("ttbar_py");
|
| 159 |
# hists.append("ttbar_pz");
|
| 160 |
#
|
| 161 |
# hists.append("m3");
|
| 162 |
# hists.append("HT");
|
| 163 |
# hists.append("qkjet_eta");
|
| 164 |
# hists.append("qkjet_rapid");
|
| 165 |
# hists.append("leadjet_rap");
|
| 166 |
# hists.append("lepb_angle");
|
| 167 |
# hists.append("angleHadTopD");
|
| 168 |
hists.append("wpmassplus");
|
| 169 |
hists.append("wpmassminus");
|
| 170 |
# hists.append("MET");
|
| 171 |
# hists.append("METtopangle_ltop");
|
| 172 |
# hists.append("HT3jet_ltop");
|
| 173 |
# hists.append("HT4jet_ltop");
|
| 174 |
# hists.append("mt2jbothchglep4j");
|
| 175 |
# hists.append("mt2jbothchgelec4j");
|
| 176 |
# hists.append("mt2jbothchgmu4j");
|
| 177 |
# hists.append("mt2jbothchglep5j");
|
| 178 |
# hists.append("mt2jbothchgmu5j");
|
| 179 |
# hists.append("mt2jbothchgelec5j");
|
| 180 |
# hists.append("mt2jpluselec4j");
|
| 181 |
# hists.append("mt2jplusmu4j");
|
| 182 |
# hists.append("mt2jpluslep4j");
|
| 183 |
# hists.append("mt2jpluslep5j");
|
| 184 |
# hists.append("mt2jpluselec5j");
|
| 185 |
# hists.append("mt2jplusmu5j");
|
| 186 |
# hists.append("mt2jminuselec4j");
|
| 187 |
# hists.append("mt2jminusmu4j");
|
| 188 |
# hists.append("mt2jminuslep4j");
|
| 189 |
# hists.append("mt2jminuselec5j");
|
| 190 |
# hists.append("mt2jminusmu5j");
|
| 191 |
# hists.append("mt2jminuslep5j");
|
| 192 |
# hists.append("mt4jbothchglep4j");
|
| 193 |
# hists.append("mt4jbothchgelec4j");
|
| 194 |
# hists.append("mt4jbothchgmu4j");
|
| 195 |
# hists.append("mt4jbothchglep5j");
|
| 196 |
# hists.append("mt4jbothchgmu5j");
|
| 197 |
# hists.append("mt4jbothchgelec5j");
|
| 198 |
# hists.append("mt4jpluselec4j");
|
| 199 |
# hists.append("mt4jplusmu4j");
|
| 200 |
# hists.append("mt4jpluslep4j");
|
| 201 |
# hists.append("mt4jpluslep5j");
|
| 202 |
# hists.append("mt4jpluselec5j");
|
| 203 |
# hists.append("mt4jplusmu5j");
|
| 204 |
# hists.append("mt4jminuselec4j");
|
| 205 |
# hists.append("mt4jminusmu4j");
|
| 206 |
# hists.append("mt4jminuslep4j");
|
| 207 |
# hists.append("mt4jminuselec5j");
|
| 208 |
# hists.append("mt4jminusmu5j");
|
| 209 |
# hists.append("mt4jminuslep5j");
|
| 210 |
# hists.append("leadingJetMass");
|
| 211 |
# hists.append("mtW");
|
| 212 |
# hists.append("neutrino_pz");
|
| 213 |
# hists.append("lone_neutrino_pz");
|
| 214 |
suffixes = ["0orMoreBtag",
|
| 215 |
"1orMoreBtag",
|
| 216 |
"2orMoreBtags",
|
| 217 |
"3orMoreBtags",'4orMoreBtags' ]
|
| 218 |
hists = [hist + '_' + suffix for hist in hists for suffix in suffixes]
|
| 219 |
|
| 220 |
histslep = [];
|
| 221 |
# histslep.append("HT_ltop");
|
| 222 |
histslep.append("MET_ltop");
|
| 223 |
histslep.append("METpt_ltop");
|
| 224 |
# histslep.append("mass4jets");
|
| 225 |
# histslep.append("ST_ltop");
|
| 226 |
histslep.append("mLeptonicTop");
|
| 227 |
histslep.append("mHadronicTop");
|
| 228 |
histslep.append("mHadTopLone");
|
| 229 |
histslep.append("mLepTopLone");
|
| 230 |
histslep.append("mHadTopLonepos");
|
| 231 |
histslep.append("mLepTopLonepos");
|
| 232 |
histslep.append("mHadTopLoneneg");
|
| 233 |
histslep.append("mLepTopLoneneg");
|
| 234 |
histslep.append("wpmass");
|
| 235 |
histslep.append("wpnegmass");
|
| 236 |
histslep.append("wpnegmassbad");
|
| 237 |
histslep.append("wpnegmasspos");
|
| 238 |
histslep.append("wpnegmassneg");
|
| 239 |
histslep.append("wp1topmass");
|
| 240 |
histslep.append("wp1topmassbad");
|
| 241 |
histslep.append("wp1topmasspos");
|
| 242 |
histslep.append("wp1topmassbadpos");
|
| 243 |
histslep.append("wp1topmassneg");
|
| 244 |
histslep.append("wp1topmassbadneg");
|
| 245 |
# histslep.append("wpanglmass");
|
| 246 |
histslep.append("tausInJets");
|
| 247 |
histslep.append("numTaus");
|
| 248 |
histslep.append("deltaPhiTops");
|
| 249 |
histslep.append("deltaphilepjetpos");
|
| 250 |
histslep.append("deltaphilepdjetpos");
|
| 251 |
histslep.append("deltaphilepjetneg");
|
| 252 |
histslep.append("deltaphilepdjetneg");
|
| 253 |
# histslep.append("numHadTopDauMCMatches");
|
| 254 |
# histslep.append("numLepTopDauMCMatches");
|
| 255 |
histslep.append("numHadTopDauMCMatches2top");
|
| 256 |
histslep.append("numLepTopDauMCMatches2top");
|
| 257 |
histslep.append("numGenJets");
|
| 258 |
histslep.append("numDiffJets");
|
| 259 |
histslep.append("missGenJets");
|
| 260 |
histslep.append("missRecoJets");
|
| 261 |
# histslep.append("transMasslm1b");
|
| 262 |
suffixes = ["elec", "mu", "lepton"]
|
| 263 |
histslep = [hist + '_' + suffix for hist in histslep for suffix in suffixes]
|
| 264 |
|
| 265 |
hists += histslep;
|
| 266 |
print hists
|
| 267 |
hists.append("eleciso");
|
| 268 |
hists.append("looseeleciso");
|
| 269 |
hists.append("muiso");
|
| 270 |
# hists.append("electron_et");
|
| 271 |
hists.append("elvertdist");
|
| 272 |
hists.append("muvertdist");
|
| 273 |
hists.append("jetmultip");
|
| 274 |
# hists.append("electminus_pt");
|
| 275 |
# hists.append("positron_pt");
|
| 276 |
hists.append("electron_pt");
|
| 277 |
# hists.append("muon_et");
|
| 278 |
hists.append("muon_pt");
|
| 279 |
|
| 280 |
# jetBinned = ["allJets",
|
| 281 |
# "1orMoreJets",
|
| 282 |
# "2orMoreJets",
|
| 283 |
# "3orMoreJets" , "4orMoreJets"]
|
| 284 |
# jetBinnedhists = []
|
| 285 |
# jetBinnedhists.append("QCDest_CombRelIso")
|
| 286 |
# jetBinnedhists.append("QCDest_CombRelIso_1btag")
|
| 287 |
# jetBinnedhists.append("QCDest_CombRelIso_2btag")
|
| 288 |
# jetBinnedhists.append("QCDest_CombRelIso_controlRegion")
|
| 289 |
# jetBinnedhists.append("QCDest_CombRelIso_controlRegion_1btag")
|
| 290 |
# jetBinnedhists.append("QCDest_CombRelIso_controlRegion_2btag")
|
| 291 |
#
|
| 292 |
# jetBinnedhists.append("QCDest_PFIsolation")
|
| 293 |
# jetBinnedhists.append("QCDest_PFIsolation_WithMETCut")
|
| 294 |
# jetBinnedhists.append("QCDest_PFIsolation_WithMETCutAndAsymJetCuts")
|
| 295 |
# jetBinnedhists.append("QCDest_PFIsolation_WithAsymJetCuts")
|
| 296 |
|
| 297 |
# jetBinnedhists.append("QCDest_PFIsolation_1btag")
|
| 298 |
# jetBinnedhists.append("QCDest_PFIsolation_2btag")
|
| 299 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion")
|
| 300 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion_1btag")
|
| 301 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion_2btag")
|
| 302 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2")
|
| 303 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_WithMETCut")
|
| 304 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_WithMETCutAndAsymJetCuts")
|
| 305 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_WithAsymJetCuts")
|
| 306 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_1btag")
|
| 307 |
# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_2btag")
|
| 308 |
|
| 309 |
# jetBinnedhists = [hist + '_' + suffix for hist in jetBinnedhists for suffix in jetBinned]
|
| 310 |
# hists.extend(jetBinnedhists)
|
| 311 |
gcd = gROOT.cd
|
| 312 |
|
| 313 |
for histname in hists:
|
| 314 |
currentSelection = 'default'
|
| 315 |
if 'withMETAndAsymJets' in histname:
|
| 316 |
currentSelection = 'withMETAndAsymJets'
|
| 317 |
gcd()
|
| 318 |
print histname
|
| 319 |
# hist_data = data.Get(histname);
|
| 320 |
|
| 321 |
# hist_data2;
|
| 322 |
# if (histname == "mttbar_rebinned")
|
| 323 |
# hist_data2 = data2.Get(histname);
|
| 324 |
# else
|
| 325 |
# hist_data2 = TH1F(*hist_data);
|
| 326 |
# hist_data.Sumw2();
|
| 327 |
# hist_data2.Sumw2();
|
| 328 |
hist_ttbar = ttbar.Get(histname);
|
| 329 |
# hist_wjets = wjets.Get(histname);
|
| 330 |
# hist_zjets = zjets.Get(histname);
|
| 331 |
|
| 332 |
# hist_bce1 = bce1.Get(histname);
|
| 333 |
# hist_bce2 = bce2.Get(histname);
|
| 334 |
# hist_bce3 = bce3.Get(histname);
|
| 335 |
# hist_enri1 = enri1.Get(histname);
|
| 336 |
# hist_enri2 = enri2.Get(histname);
|
| 337 |
# hist_enri3 = enri3.Get(histname);
|
| 338 |
# # hist_pj1 = pj1.Get(histname);
|
| 339 |
# # hist_pj2 = pj2.Get(histname);
|
| 340 |
# hist_pj3 = pj3.Get(histname);
|
| 341 |
# hist_singleTop = tW.Get(histname)
|
| 342 |
# hist_singleTop.Add(tchan.Get(histname))
|
| 343 |
|
| 344 |
# hist_Zprime500 = Zprime500.Get(histname);
|
| 345 |
# hist_Zprime750 = Zprime750.Get(histname);
|
| 346 |
# hist_Zprime1000 = Zprime1000.Get(histname);
|
| 347 |
# hist_Zprime1500 = Zprime1500.Get(histname);
|
| 348 |
# hist_Zprime2000 = Zprime2000.Get(histname);
|
| 349 |
# hist_Zprime4000 = Zprime4000.Get(histname);
|
| 350 |
# hist_Tprime300 = Tprime300.Get(histname);
|
| 351 |
# hist_Tprime350 = Tprime350.Get(histname);
|
| 352 |
# # hist_Zprime1250 = Zprime1250.Get(histname);
|
| 353 |
# hist_wpm400 = WprimeTToTTD_M400.Get(histname);
|
| 354 |
hist_wpm600 = WprimeTToTTD_M600.Get(histname);
|
| 355 |
# hist_wpm800 = WprimeTToTTD_M800.Get(histname);
|
| 356 |
# hist_wpm1000 = WprimeTToTTD_M1000.Get(histname);
|
| 357 |
# hist_wptb1000 = WprimeToTTBbar_M1000.Get(histname);
|
| 358 |
|
| 359 |
# hist_ttbar.Sumw2(); # No good, must be done before filling
|
| 360 |
|
| 361 |
# if ('iso' in histname or 'jetmultip' in histname or 'DeltaR' in histname or ('num' in histname and 'Top' in histname)):
|
| 362 |
if ('looseeleciso' in histname or 'tau' in histname or 'DeltaR' in histname or ('num' in histname and 'Top' in histname)):
|
| 363 |
numevts = hist_ttbar.Integral();
|
| 364 |
if (numevts > 0):
|
| 365 |
hist_ttbar.Scale(1.0/numevts);
|
| 366 |
# numevts = hist_wpm400.Integral();
|
| 367 |
# hist_wpm400.Scale(1.0/numevts);
|
| 368 |
numevts = hist_wpm600.Integral();
|
| 369 |
hist_wpm600.Scale(1.0/numevts);
|
| 370 |
# numevts = hist_wpm800.Integral();
|
| 371 |
# hist_wpm800.Scale(1.0/numevts);
|
| 372 |
# numevts = hist_wpm1000.Integral();
|
| 373 |
# hist_wpm1000.Scale(1.0/numevts);
|
| 374 |
else:
|
| 375 |
hist_ttbar.Scale(scale);
|
| 376 |
# hist_wpm400.Scale(scale);
|
| 377 |
hist_wpm600.Scale(scale);
|
| 378 |
# hist_wpm1000.Scale(scale);
|
| 379 |
# hist_wpm800.Scale(scale);
|
| 380 |
# hist_wjets.Scale(scale);
|
| 381 |
|
| 382 |
# hist_wjets.Scale(scale);
|
| 383 |
# hist_zjets.Scale(scale);
|
| 384 |
|
| 385 |
# hist_bce1.Scale(scale);
|
| 386 |
# hist_bce2.Scale(scale);
|
| 387 |
# hist_bce3.Scale(scale);
|
| 388 |
|
| 389 |
# hist_enri1.Scale(scale);
|
| 390 |
# hist_enri2.Scale(scale);
|
| 391 |
# hist_enri3.Scale(scale);
|
| 392 |
|
| 393 |
# hist_pj1.Scale(scale);
|
| 394 |
# hist_pj2.Scale(scale);
|
| 395 |
# hist_pj3.Scale(scale);
|
| 396 |
|
| 397 |
# scale = scale * 10.0;
|
| 398 |
# hist_Zprime500.Scale(scale);
|
| 399 |
# hist_Zprime750.Scale(scale);
|
| 400 |
# hist_Zprime1000.Scale(scale);
|
| 401 |
# hist_Zprime2000.Scale(scale);
|
| 402 |
# hist_Zprime1500.Scale(scale);
|
| 403 |
# hist_Zprime4000.Scale(scale);
|
| 404 |
# hist_Tprime300.Scale(scale);
|
| 405 |
# hist_Tprime350.Scale(scale);
|
| 406 |
# hist_Zprime1250.Scale(scale);
|
| 407 |
# hist_wptb1000.Scale(scale);
|
| 408 |
|
| 409 |
|
| 410 |
# hist_qcd = hist_bce1.Clone("qcd")#TH1F(*hist_bce1);
|
| 411 |
# hist_qcd.Add(hist_bce2);
|
| 412 |
# hist_qcd.Add(hist_bce3);
|
| 413 |
# hist_qcd.Add(hist_enri1);
|
| 414 |
# hist_qcd.Add(hist_enri2);
|
| 415 |
# hist_qcd.Add(hist_enri3);
|
| 416 |
# hist_qcd.Add(hist_pj1);
|
| 417 |
# hist_qcd.Add(hist_pj2);
|
| 418 |
# hist_qcd.Add(hist_pj3);
|
| 419 |
# hist_qcd.Scale(qcdScale[currentSelection]);
|
| 420 |
# ndata = hist_data.Integral();
|
| 421 |
# ntop = hist_ttbar.Integral();
|
| 422 |
# nwj = hist_wjets.Integral();
|
| 423 |
# nzj = hist_zjets.Integral();
|
| 424 |
# nqcd = hist_qcd.Integral();
|
| 425 |
# sumMC = ntop + nwj + nzj + nqcd;
|
| 426 |
# cout << ndata << " " << sumMC << endl;
|
| 427 |
# hist_wjets.Scale(ndata / sumMC);
|
| 428 |
# hist_ttbar.Scale(ndata / sumMC);
|
| 429 |
# hist_zjets.Scale(ndata / sumMC);
|
| 430 |
# hist_qcd.Scale(ndata / sumMC);
|
| 431 |
# mttbars = ['mttbar_' + suffix for suffix in suffixes]
|
| 432 |
# mttbars2 = ['mttbar_withMETAndAsymJets_' + suffix for suffix in suffixes]
|
| 433 |
# if histname in mttbars or histname in mttbars2:
|
| 434 |
# print "taking QCD shape from DATA"
|
| 435 |
# name = histname.replace('mttbar', 'mttbar_conversions')
|
| 436 |
# hist_qcd = data.Get(name)
|
| 437 |
# if( hist_qcd.Integral() > 0):
|
| 438 |
# hist_qcd.Scale(nqcd/hist_qcd.Integral())
|
| 439 |
# hist_mc = hist_qcd.Clone("all_mc")
|
| 440 |
# hist_mc.Add(hist_ttbar);
|
| 441 |
# hist_mc.Add(hist_zjets);
|
| 442 |
# hist_mc.Add(hist_wjets);
|
| 443 |
# hist_mc.Add(hist_singleTop);
|
| 444 |
|
| 445 |
hist_data = hist_ttbar.Clone("test");
|
| 446 |
rebin = 1;
|
| 447 |
Urange = (0,5000)
|
| 448 |
Yrange = (0,0)
|
| 449 |
|
| 450 |
if ("mttbar" in histname):
|
| 451 |
hist_data.SetXTitle("M_{t#bar{t}}/GeV");
|
| 452 |
hist_data.SetYTitle("Events/(100 GeV)");
|
| 453 |
rebin = 100;
|
| 454 |
Urange = (0, 2000)
|
| 455 |
elif ("tPrimeMass" in histname):
|
| 456 |
hist_data.SetXTitle("T' mass/GeV");
|
| 457 |
hist_data.SetYTitle("Events/(100 GeV)");
|
| 458 |
rebin = 200;
|
| 459 |
Urange = (0, 2000)
|
| 460 |
elif ("wpmass" in histname or "wpnegmass" in histname or "wpanglmass" in histname or "wp1top" in histname):
|
| 461 |
hist_data.SetXTitle("W' mass/GeV");
|
| 462 |
hist_data.SetYTitle("Events/(60 GeV)");
|
| 463 |
rebin = 60;
|
| 464 |
Urange = (0, 1500)
|
| 465 |
elif ("jet12" in histname or "jet13" in histname):
|
| 466 |
hist_data.SetXTitle("Jet mass/GeV");
|
| 467 |
hist_data.SetYTitle("Jet mass/GeV)");
|
| 468 |
elif ("tPrimepT" in histname):
|
| 469 |
hist_data.SetXTitle("T' pT/GeV");
|
| 470 |
hist_data.SetYTitle("Events/(8 GeV)");
|
| 471 |
rebin = 8;
|
| 472 |
Urange = (0, 200)
|
| 473 |
elif ("tPrimeHT" in histname):
|
| 474 |
hist_data.SetXTitle("T' HT");
|
| 475 |
hist_data.SetYTitle("Events");
|
| 476 |
rebin = 4;
|
| 477 |
Urange = (0, 1.5)
|
| 478 |
elif ("m3" in histname):
|
| 479 |
hist_data.SetXTitle("M3/GeV");
|
| 480 |
hist_data.SetYTitle("Events/(50 GeV)");
|
| 481 |
rebin = 50;
|
| 482 |
Urange = (0, 1500)
|
| 483 |
elif (histname == "electron_et"):
|
| 484 |
hist_data.SetXTitle("electron E_{T}/GeV");
|
| 485 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 486 |
rebin = 10;
|
| 487 |
Urange = (0, 300)
|
| 488 |
elif (histname == "electron_pt" or histname == "electminus_pt" or histname == "positron_pt"):
|
| 489 |
hist_data.SetXTitle("electron p_{T}/GeV");
|
| 490 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 491 |
rebin = 10;
|
| 492 |
Urange = (0, 300)
|
| 493 |
elif (histname == "muon_et"):
|
| 494 |
hist_data.SetXTitle("muon E_{T}/GeV");
|
| 495 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 496 |
rebin = 10;
|
| 497 |
Urange = (0, 300)
|
| 498 |
elif (histname == "muon_pt"):
|
| 499 |
hist_data.SetXTitle("muon p_{T}/GeV");
|
| 500 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 501 |
rebin = 10;
|
| 502 |
Urange = (0, 300)
|
| 503 |
elif ("ttbar_pt" in histname):
|
| 504 |
hist_data.SetXTitle("p_{T} of t#bar{t} system/GeV");
|
| 505 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 506 |
rebin = 10;
|
| 507 |
Urange = (0, 500)
|
| 508 |
elif ("ttbar_px" in histname):
|
| 509 |
hist_data.SetXTitle("p_{x} of t#bar{t} system/GeV");
|
| 510 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 511 |
rebin = 10;
|
| 512 |
Urange = (0, 500)
|
| 513 |
elif ("ttbar_py" in histname):
|
| 514 |
hist_data.SetXTitle("p_{y} of t#bar{t} system/GeV");
|
| 515 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 516 |
rebin = 10;
|
| 517 |
Urange = (0, 500)
|
| 518 |
elif ("ttbar_pz" in histname):
|
| 519 |
hist_data.SetXTitle("p_{z} of t#bar{t} system/GeV");
|
| 520 |
hist_data.SetYTitle("Events/(50 GeV)");
|
| 521 |
rebin = 50;
|
| 522 |
Urange = (0, 2000)
|
| 523 |
elif ("METpt_ltop" in histname):
|
| 524 |
hist_data.SetXTitle("MET p_{T}/GeV");
|
| 525 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 526 |
rebin = 20;
|
| 527 |
Urange = (0, 400)
|
| 528 |
elif ("tPrime_pt" in histname):
|
| 529 |
hist_data.SetXTitle("p_{T} of T' system/GeV");
|
| 530 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 531 |
rebin = 20;
|
| 532 |
Urange = (0, 200)
|
| 533 |
elif ("tPrime_px" in histname):
|
| 534 |
hist_data.SetXTitle("p_{x} of T' system/GeV");
|
| 535 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 536 |
rebin = 20;
|
| 537 |
Urange = (0, 200)
|
| 538 |
elif ("tPrime_py" in histname):
|
| 539 |
hist_data.SetXTitle("p_{y} of T' system/GeV");
|
| 540 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 541 |
rebin = 20;
|
| 542 |
Urange = (0, 200)
|
| 543 |
elif ("tPrime_pz" in histname):
|
| 544 |
hist_data.SetXTitle("p_{z} of T' system/GeV");
|
| 545 |
hist_data.SetYTitle("Events/(100 GeV)");
|
| 546 |
rebin = 200;
|
| 547 |
Urange = (0, 1800)
|
| 548 |
elif ("HT_" in histname):
|
| 549 |
hist_data.SetXTitle("#Sigma p_{T}/GeV");
|
| 550 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 551 |
rebin = 20;
|
| 552 |
Urange = (0, 2000)
|
| 553 |
elif ("ST" in histname):
|
| 554 |
hist_data.SetXTitle("ST/GeV");
|
| 555 |
hist_data.SetYTitle("Events/(30 GeV)");
|
| 556 |
rebin = 30;
|
| 557 |
Urange = (0, 1000)
|
| 558 |
elif ("HT3jet_ltop" in histname):
|
| 559 |
hist_data.SetXTitle("#Sigma p_{T} of leading 3 jets/GeV");
|
| 560 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 561 |
rebin = 20;
|
| 562 |
Urange = (0, 1000)
|
| 563 |
elif ("HT4jet_ltop" in histname):
|
| 564 |
hist_data.SetXTitle("#Sigma p_{T} of leading 4 jets/GeV");
|
| 565 |
hist_data.SetYTitle("Events/(50 GeV)");
|
| 566 |
rebin = 50;
|
| 567 |
Urange = (0, 1200)
|
| 568 |
elif (histname == "numberOfJets"):
|
| 569 |
hist_data.SetXTitle("number of jets");
|
| 570 |
hist_data.SetYTitle("Events");
|
| 571 |
elif (histname == "numberOfBJets"):
|
| 572 |
hist_data.SetXTitle("number of b-tagged jets (SSVHE medium)");
|
| 573 |
hist_data.SetYTitle("Events");
|
| 574 |
elif ('MET_' in histname and 'MET_ltop' not in histname):
|
| 575 |
hist_data.SetXTitle("MET/GeV");
|
| 576 |
hist_data.SetYTitle("Events/(5 GeV)");
|
| 577 |
rebin = 5;
|
| 578 |
Urange = (0, 400)
|
| 579 |
elif ('MET_ltop' in histname):
|
| 580 |
hist_data.SetXTitle("MET/GeV");
|
| 581 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 582 |
rebin = 20;
|
| 583 |
Urange = (0, 400)
|
| 584 |
elif ("leadingJetMass" in histname):
|
| 585 |
hist_data.SetXTitle("leading jet mass/GeV");
|
| 586 |
hist_data.SetYTitle("Events/(5 GeV)");
|
| 587 |
rebin = 5;
|
| 588 |
Urange = (0, 150)
|
| 589 |
elif ("mtW" in histname):
|
| 590 |
hist_data.SetXTitle("transverse W-boson mass/GeV");
|
| 591 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 592 |
rebin = 10;
|
| 593 |
elif ("both" in histname or "plus" in histname or "minus" in histname):
|
| 594 |
hist_data.SetXTitle("transverse mass/GeV");
|
| 595 |
hist_data.SetYTitle("Events/(100 GeV)");
|
| 596 |
rebin = 100;
|
| 597 |
Urange = (0, 2000)
|
| 598 |
elif ("transMasslm1b" in histname):
|
| 599 |
hist_data.SetXTitle("M_{T} (lep+MET+1b)/GeV");
|
| 600 |
hist_data.SetYTitle("Events/(50 GeV)");
|
| 601 |
rebin = 50;
|
| 602 |
Urange = (0, 700)
|
| 603 |
elif ("electronD0" in histname):
|
| 604 |
hist_data.SetXTitle("electron d_{0} / cm");
|
| 605 |
hist_data.SetYTitle("Events/(0.001 cm)");
|
| 606 |
rebin = 10;
|
| 607 |
elif ("angleTops" in histname or "deltaPhiTops" in histname):
|
| 608 |
hist_data.SetXTitle("angle between top quarks");
|
| 609 |
hist_data.SetYTitle("Events/(0.1 rad)");
|
| 610 |
rebin = 10;
|
| 611 |
elif ( "deltaphilep" in histname):
|
| 612 |
hist_data.SetXTitle("angle between lepton & leading jet");
|
| 613 |
hist_data.SetYTitle("Events/(0.2 rad)");
|
| 614 |
rebin = 20;
|
| 615 |
elif ("lepb_angle" in histname):
|
| 616 |
hist_data.SetXTitle("angle between electron and b jet");
|
| 617 |
hist_data.SetYTitle("Events/(0.1 rad)");
|
| 618 |
rebin = 10;
|
| 619 |
elif ("angleHadTopD" in histname):
|
| 620 |
hist_data.SetXTitle("angle between hadronic top and light jet");
|
| 621 |
hist_data.SetYTitle("Events/(0.2 rad)");
|
| 622 |
rebin = 20;
|
| 623 |
elif ("METtopangle_ltop" in histname):
|
| 624 |
hist_data.SetXTitle("angle between MET and top p_{T}");
|
| 625 |
hist_data.SetYTitle("Events/(0.1 rad)");
|
| 626 |
rebin = 10;
|
| 627 |
Urange = (-2, 2)
|
| 628 |
elif ("qkjet_eta" in histname):
|
| 629 |
hist_data.SetXTitle("#eta of b jet");
|
| 630 |
hist_data.SetYTitle("Events/(0.1 rad)");
|
| 631 |
Urange = (-3, 3)
|
| 632 |
rebin = 10;
|
| 633 |
elif ("_rap" in histname):
|
| 634 |
hist_data.SetXTitle("Jet Rapidity");
|
| 635 |
hist_data.SetYTitle("Events/(0.1 rad)");
|
| 636 |
Urange = (-3, 3)
|
| 637 |
rebin = 20;
|
| 638 |
elif ("neutrino_pz" in histname):
|
| 639 |
hist_data.SetXTitle("neutrino p_{Z} /GeV");
|
| 640 |
hist_data.SetYTitle("Events/(20 GeV)");
|
| 641 |
rebin = 20;
|
| 642 |
Urange = (-500, 500)
|
| 643 |
elif ('mHadTopLoneNM' in histname):
|
| 644 |
hist_data.SetXTitle("top mass /GeV");
|
| 645 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 646 |
rebin = 10;
|
| 647 |
Urange = (0, 400)
|
| 648 |
elif ('mass4jets' in histname):
|
| 649 |
hist_data.SetXTitle("4-jet mass /GeV");
|
| 650 |
hist_data.SetYTitle("Events/(50 GeV)");
|
| 651 |
rebin = 50;
|
| 652 |
Urange = (0, 1500)
|
| 653 |
elif ('mLepTopLoneNM' in histname):
|
| 654 |
hist_data.SetXTitle("top mass /GeV");
|
| 655 |
hist_data.SetYTitle("Events/(10 GeV)");
|
| 656 |
rebin = 10;
|
| 657 |
Urange = (0, 400)
|
| 658 |
elif ('chiHadronicTop' in histname or 'chiLeptonicTop' in histname):
|
| 659 |
hist_data.SetXTitle("top #chi^{2} /GeV");
|
| 660 |
hist_data.SetYTitle("Events/(1)");
|
| 661 |
rebin = 1;
|
| 662 |
Urange = (0, 30)
|
| 663 |
elif ('chiGlobal' in histname or 'chiTotal' in histname):
|
| 664 |
hist_data.SetXTitle("Event #chi^{2} /GeV");
|
| 665 |
hist_data.SetYTitle("Events/(100)");
|
| 666 |
rebin = 100;
|
| 667 |
elif ('numHadTopMCMatches' in histname or 'numLepTopMCMatches' in histname):
|
| 668 |
hist_data.SetXTitle("Number of Exact Decay-Chain Matches");
|
| 669 |
hist_data.SetYTitle("Events");
|
| 670 |
Yrange = (0, 1.1)
|
| 671 |
elif ('numHadTopDauMCMatches' in histname or 'numLepTopDauMCMatches' in histname):
|
| 672 |
hist_data.SetXTitle("Number of Top Daughter Matches");
|
| 673 |
hist_data.SetYTitle("Events");
|
| 674 |
Yrange = (0, 1.1)
|
| 675 |
elif ('numHadTopCorrectID' in histname or 'numLepTopCorrectID' in histname):
|
| 676 |
hist_data.SetXTitle("Number of Reco Candidates Matched to MC-Truth Particles");
|
| 677 |
hist_data.SetYTitle("Events");
|
| 678 |
Yrange = (0, 1.1)
|
| 679 |
elif ('lepTopDeltaR' in histname or 'hadTopDeltaR' in histname):
|
| 680 |
hist_data.SetXTitle("#Delta R of MC truth top");
|
| 681 |
hist_data.SetYTitle("Events");
|
| 682 |
rebin = 20;
|
| 683 |
# Urange = (0, 4)
|
| 684 |
elif ('lepTopLep' in histname or 'hadTopHad' in histname):
|
| 685 |
hist_data.SetXTitle("top MC truth identity");
|
| 686 |
hist_data.SetYTitle("Events");
|
| 687 |
Urange = (0, 2)
|
| 688 |
elif ('mHadTopLone' in histname or 'mHadronicTop' in histname or 'mAllTop' in histname):
|
| 689 |
hist_data.SetXTitle("top mass /GeV");
|
| 690 |
hist_data.SetYTitle("Events/(15 GeV)");
|
| 691 |
rebin = 15;
|
| 692 |
Urange = (0, 700)
|
| 693 |
elif ('mLepTopLone' in histname or 'mLeptonicTop' in histname):
|
| 694 |
hist_data.SetXTitle("top mass /GeV");
|
| 695 |
hist_data.SetYTitle("Events/(15 GeV)");
|
| 696 |
rebin = 15;
|
| 697 |
Urange = (0, 700)
|
| 698 |
elif ('pt_' in histname and 'Top' in histname):
|
| 699 |
hist_data.SetXTitle("top p_{T} /GeV");
|
| 700 |
hist_data.SetYTitle("Events/(50 GeV)");
|
| 701 |
rebin = 50;
|
| 702 |
Urange = (0, 500)
|
| 703 |
elif ('trailingJetPt' in histname):
|
| 704 |
hist_data.SetXTitle("Jet p_{T} /GeV");
|
| 705 |
hist_data.SetYTitle("Events/(25 GeV)");
|
| 706 |
rebin = 30;
|
| 707 |
Urange = (0, 270)
|
| 708 |
elif ('JetPt' in histname):
|
| 709 |
hist_data.SetXTitle("Jet p_{T} /GeV");
|
| 710 |
hist_data.SetYTitle("Events/(50 GeV)");
|
| 711 |
rebin = 50;
|
| 712 |
Urange = (0, 600)
|
| 713 |
elif('QCDest_CombRelIso' in histname):
|
| 714 |
hist_data.SetXTitle("relative isolation");
|
| 715 |
hist_data.SetYTitle("Events/(0.1)");
|
| 716 |
rebin = 10;
|
| 717 |
Urange = (0, 2)
|
| 718 |
elif('QCDest_PFIsolation' in histname):
|
| 719 |
hist_data.SetXTitle("ParticleFlow isolation");
|
| 720 |
hist_data.SetYTitle("Events/(0.1)");
|
| 721 |
rebin = 10
|
| 722 |
Urange = (0, 2)
|
| 723 |
elif('iso' in histname):
|
| 724 |
hist_data.SetXTitle("ParticleFlow Isolation");
|
| 725 |
hist_data.SetYTitle("Events/(0.02)");
|
| 726 |
rebin = 4
|
| 727 |
Urange = (0, 0.5)
|
| 728 |
elif('vertdist' in histname):
|
| 729 |
hist_data.SetXTitle("Steps from PV");
|
| 730 |
hist_data.SetYTitle("Events");
|
| 731 |
# rebin = 200
|
| 732 |
Urange = (0, 2)
|
| 733 |
elif('jetmultip' in histname):
|
| 734 |
hist_data.SetXTitle("Number of jets");
|
| 735 |
hist_data.SetYTitle("Events");
|
| 736 |
# rebin = 60
|
| 737 |
Urange = (0, 11)
|
| 738 |
elif('tausInJets' in histname):
|
| 739 |
hist_data.SetXTitle("Number of tau jets");
|
| 740 |
hist_data.SetYTitle("Events");
|
| 741 |
# rebin = 60
|
| 742 |
Urange = (0, 3)
|
| 743 |
elif('numTaus' in histname):
|
| 744 |
hist_data.SetXTitle("Number of taus");
|
| 745 |
hist_data.SetYTitle("Events");
|
| 746 |
# rebin = 60
|
| 747 |
Urange = (0, 15)
|
| 748 |
elif('numGenJets' in histname):
|
| 749 |
hist_data.SetXTitle("Number of GenJets");
|
| 750 |
hist_data.SetYTitle("Events");
|
| 751 |
# rebin = 60
|
| 752 |
Urange = (3, 15)
|
| 753 |
elif('numDiffJets' in histname):
|
| 754 |
hist_data.SetXTitle("Difference between Reco Jets & GenJets");
|
| 755 |
hist_data.SetYTitle("Events");
|
| 756 |
# rebin = 60
|
| 757 |
Urange = (-7, 4)
|
| 758 |
elif('miss' in histname and 'Jets' in histname):
|
| 759 |
if('miss' in histname and 'missGenJets' in histname):
|
| 760 |
hist_data.SetXTitle("Number of Unmatched Reco Jets");
|
| 761 |
else:
|
| 762 |
hist_data.SetXTitle("Number of Unmatched GenJets");
|
| 763 |
hist_data.SetYTitle("Events");
|
| 764 |
# rebin = 60
|
| 765 |
Urange = (0, 8)
|
| 766 |
|
| 767 |
|
| 768 |
hist_data.SetTitleOffset(1.5, "Y");
|
| 769 |
if ('jet1' in histname):
|
| 770 |
hist_data.Rebin2D();
|
| 771 |
hist_ttbar.Rebin2D();
|
| 772 |
hist_Tprime300.Rebin2D();
|
| 773 |
hist_Tprime350.Rebin2D();
|
| 774 |
hist_data.SetAxisRange(0, 600, "X");
|
| 775 |
hist_data.SetAxisRange(0, 600, "Y");
|
| 776 |
hist_ttbar.SetAxisRange(0, 600, "X");
|
| 777 |
hist_ttbar.SetAxisRange(0, 600, "Y");
|
| 778 |
# hist_Tprime300.SetAxisRange(0, 600, "X");
|
| 779 |
# hist_Tprime300.SetAxisRange(0, 600, "Y");
|
| 780 |
# hist_Tprime350.SetAxisRange(0, 600, "X");
|
| 781 |
# hist_Tprime350.SetAxisRange(0, 600, "Y");
|
| 782 |
else:
|
| 783 |
hist_data.Rebin(rebin);
|
| 784 |
hist_ttbar.Rebin(rebin);
|
| 785 |
# hist_wjets.Rebin(rebin);
|
| 786 |
# hist_zjets.Rebin(rebin);
|
| 787 |
# hist_qcd.Rebin(rebin);
|
| 788 |
# hist_Zprime500.Rebin(rebin);
|
| 789 |
# hist_Zprime1500.Rebin(rebin);
|
| 790 |
# hist_Zprime750.Rebin(rebin);
|
| 791 |
# hist_Zprime1000.Rebin(rebin);
|
| 792 |
# hist_Zprime2000.Rebin(rebin);
|
| 793 |
# hist_Zprime4000.Rebin(rebin);
|
| 794 |
# hist_Tprime300.Rebin(rebin);
|
| 795 |
# hist_Tprime350.Rebin(rebin);
|
| 796 |
# hist_singleTop.Rebin(rebin)
|
| 797 |
# hist_wpm400.Rebin(rebin);
|
| 798 |
hist_wpm600.Rebin(rebin);
|
| 799 |
# hist_wpm800.Rebin(rebin);
|
| 800 |
# hist_wpm1000.Rebin(rebin);
|
| 801 |
# hist_wptb1000.Rebin(rebin);
|
| 802 |
|
| 803 |
hist_data.SetAxisRange(Urange[0], Urange[1]);
|
| 804 |
hist_ttbar.SetAxisRange(Urange[0], Urange[1]);
|
| 805 |
# hist_wjets.SetAxisRange(Urange[0], Urange[1]);
|
| 806 |
# hist_zjets.SetAxisRange(Urange[0], Urange[1]);
|
| 807 |
# hist_qcd.SetAxisRange(Urange[0], Urange[1]);
|
| 808 |
# hist_Zprime500.SetAxisRange(Urange[0], Urange[1]);
|
| 809 |
# hist_Zprime750.SetAxisRange(Urange[0], Urange[1]);
|
| 810 |
# hist_Zprime1000.SetAxisRange(Urange[0], Urange[1]);
|
| 811 |
# hist_Zprime1500.SetAxisRange(Urange[0], Urange[1]);
|
| 812 |
# hist_Zprime2000.SetAxisRange(Urange[0], Urange[1]);
|
| 813 |
# hist_Zprime4000.SetAxisRange(Urange[0], Urange[1]);
|
| 814 |
# hist_Tprime300.SetAxisRange(Urange[0], Urange[1]);
|
| 815 |
# hist_Tprime350.SetAxisRange(Urange[0], Urange[1]);
|
| 816 |
# hist_singleTop.SetAxisRange(Urange[0], Urange[1]);
|
| 817 |
# hist_wpm400.SetAxisRange(Urange[0], Urange[1]);
|
| 818 |
hist_wpm600.SetAxisRange(Urange[0], Urange[1]);
|
| 819 |
# hist_wpm800.SetAxisRange(Urange[0], Urange[1]);
|
| 820 |
# hist_wpm1000.SetAxisRange(Urange[0], Urange[1]);
|
| 821 |
# hist_wptb1000.SetAxisRange(Urange[0], Urange[1]);
|
| 822 |
|
| 823 |
|
| 824 |
hist_data.SetMarkerStyle(8);
|
| 825 |
# hist_data.SetMarkerSize(1.5);
|
| 826 |
hist_data.SetMarkerSize(0.1);
|
| 827 |
|
| 828 |
# hist_data.SetFillStyle(1001);
|
| 829 |
# hist_data.SetFillColor(kRed);
|
| 830 |
hist_ttbar.SetFillStyle(1001);
|
| 831 |
hist_ttbar.SetFillColor(kRed);
|
| 832 |
# hist_wjets.SetFillStyle(1001);
|
| 833 |
# hist_wjets.SetFillColor(4);
|
| 834 |
# hist_zjets.SetFillStyle(1001);
|
| 835 |
# hist_zjets.SetFillColor(8);
|
| 836 |
# hist_qcd.SetFillStyle(1001);
|
| 837 |
# hist_qcd.SetFillColor(kYellow);
|
| 838 |
# hist_qcd.SetFillColor(12);
|
| 839 |
# hist_singleTop.SetFillStyle(1001);
|
| 840 |
# hist_singleTop.SetFillColor(kMagenta)
|
| 841 |
# nbins = hist_qcd.GetXaxis().GetNbins();
|
| 842 |
# binwidth = (hist_qcd.GetXaxis().GetXmax() - hist_qcd.GetXaxis().GetXmin()) / nbins;
|
| 843 |
# for i in range(1, nbins + 1):
|
| 844 |
# yvalue = hist_qcd.GetBinContent(i);
|
| 845 |
# # float xvalue = hist_qcd.GetBinCenter(i);
|
| 846 |
# # float ymin = yvalue - yvalue*0.5;
|
| 847 |
# # float ymax = yvalue + yvalue*0.5;
|
| 848 |
# # float xmin = xvalue - 0.5*binwidth;
|
| 849 |
# # float xmax = xvalue + 0.5*binwidth;
|
| 850 |
# error = yvalue * 0.5;
|
| 851 |
# hist_mc.SetBinError(i, error);
|
| 852 |
# # qcdUncert.SetPointError(i, xmin, xmax, ymin, ymax);
|
| 853 |
#
|
| 854 |
# qcdUncert = TGraphAsymmErrors(hist_mc);
|
| 855 |
|
| 856 |
linewidth = 6;
|
| 857 |
# hist_Zprime500.SetLineColor(6);
|
| 858 |
# hist_Zprime500.SetLineWidth(linewidth);
|
| 859 |
# hist_Zprime500.SetFillStyle(0);
|
| 860 |
# hist_Zprime500.SetFillColor(kWhite);
|
| 861 |
|
| 862 |
# hist_Zprime750.SetLineColor(5);
|
| 863 |
# hist_Zprime750.SetLineWidth(linewidth);
|
| 864 |
# hist_Zprime750.SetFillStyle(0);
|
| 865 |
# hist_Zprime750.SetFillColor(kWhite);
|
| 866 |
|
| 867 |
# hist_Zprime1000.SetLineColor(7);
|
| 868 |
# hist_Zprime1000.SetLineWidth(linewidth);
|
| 869 |
# hist_Zprime1000.SetFillStyle(0);
|
| 870 |
# hist_Zprime1000.SetFillColor(kWhite);
|
| 871 |
# hist_Zprime2000.SetLineColor(42);
|
| 872 |
# hist_Zprime2000.SetLineWidth(linewidth);
|
| 873 |
# hist_Zprime2000.SetFillStyle(0);
|
| 874 |
# hist_Zprime2000.SetFillColor(kWhite);
|
| 875 |
# # hist_Zprime4000.SetLineColor(50);
|
| 876 |
# hist_Zprime4000.SetLineWidth(linewidth);
|
| 877 |
# hist_Zprime4000.SetFillStyle(0);
|
| 878 |
# hist_Zprime4000.SetFillColor(kWhite);
|
| 879 |
|
| 880 |
# hist_Tprime300.SetLineColor(kOrange + 1);
|
| 881 |
# hist_Tprime300.SetLineWidth(linewidth);
|
| 882 |
# hist_Tprime350.SetLineColor(kGray + 3);
|
| 883 |
# hist_Tprime350.SetLineWidth(linewidth);
|
| 884 |
#
|
| 885 |
# hist_Zprime1250.SetLineColor(kCyan - 5);
|
| 886 |
# hist_Zprime1250.SetLineWidth(linewidth);
|
| 887 |
# hist_Zprime1250.SetFillStyle(0);
|
| 888 |
# hist_Zprime1250.SetFillColor(kWhite);
|
| 889 |
#
|
| 890 |
# hist_Zprime1500.SetLineColor(42);
|
| 891 |
# hist_Zprime1500.SetLineWidth(linewidth);
|
| 892 |
# hist_Zprime1500.SetFillStyle(0);
|
| 893 |
# hist_Zprime1500.SetFillColor(kWhite);
|
| 894 |
|
| 895 |
# hist_wpm400.SetLineColor(kGreen + 1);
|
| 896 |
# hist_wpm400.SetLineWidth(linewidth);
|
| 897 |
hist_wpm600.SetLineColor(kGray + 3);
|
| 898 |
hist_wpm600.SetLineWidth(linewidth);
|
| 899 |
# hist_wpm800.SetLineColor(kCyan);
|
| 900 |
# hist_wpm800.SetLineWidth(linewidth);
|
| 901 |
# hist_wpm1000.SetLineColor(kOrange + 1);
|
| 902 |
# hist_wpm1000.SetLineWidth(linewidth);
|
| 903 |
# hist_wptb1000.SetLineColor(kCyan);
|
| 904 |
# hist_wptb1000.SetLineWidth(linewidth);
|
| 905 |
|
| 906 |
# qcdUncert.SetFillColor(kGray + 3);
|
| 907 |
# qcdUncert.SetFillStyle(3003);
|
| 908 |
|
| 909 |
leg = TLegend(0.696, 0.35, 0.95, 0.92);
|
| 910 |
leg.SetBorderSize(0);
|
| 911 |
leg.SetLineStyle(0);
|
| 912 |
leg.SetTextFont(42);
|
| 913 |
leg.SetFillStyle(0);
|
| 914 |
|
| 915 |
# leg.AddEntry(hist_data, "data", "P");
|
| 916 |
# leg.AddEntry(hist_data2, "data(no HLT)", "P");
|
| 917 |
leg.AddEntry(hist_ttbar, "t#bar{t}", "f");
|
| 918 |
# leg.AddEntry(hist_wjets, "W#rightarrowl#nu", "f");
|
| 919 |
# leg.AddEntry(hist_zjets, "Z/#gamma*#rightarrowl^{+}l^{-}", "f");
|
| 920 |
# leg.AddEntry(hist_qcd, "QCD", "F");
|
| 921 |
# leg.AddEntry(hist_qcd, "QCD/#gamma + jets");
|
| 922 |
# leg.AddEntry(hist_singleTop, "Single-Top")
|
| 923 |
# leg.AddEntry(hist_Zprime500, "Z' 0.5TeV (50 pb)", "L");
|
| 924 |
# leg.AddEntry(hist_Zprime750, "Z' 0.75TeV", "L");
|
| 925 |
# leg.AddEntry(hist_Zprime1000, "Z' 1TeV", "L");
|
| 926 |
# leg.AddEntry(hist_Zprime1500, "Z' 1.5TeV (50 pb)", "L");
|
| 927 |
# leg.AddEntry(hist_Zprime2000, "Z' 2TeV", "L");
|
| 928 |
# leg.AddEntry(hist_Zprime4000, "Z' 4TeV (50 pb)", "L");
|
| 929 |
# leg.AddEntry(hist_Tprime300, "T' 300GeV", "L");
|
| 930 |
# leg.AddEntry(hist_Tprime350, "T' 350GeV", "L");
|
| 931 |
# leg.AddEntry(hist_Zprime1250, "Z' 1.25TeV");
|
| 932 |
# if (not 'num' in histname or not 'Top' in histname):
|
| 933 |
# leg.AddEntry(hist_wpm400, "W't .4TeV (32 pb)", "L");
|
| 934 |
leg.AddEntry(hist_wpm600, "W't .6TeV (8 pb)", "L");
|
| 935 |
# if (not 'num' in histname or not 'Top' in histname):
|
| 936 |
# leg.AddEntry(hist_wpm800, "W't .8TeV (2.2 pb)", "L");
|
| 937 |
# leg.AddEntry(hist_wpm1000, "W't 1TeV (0.72 pb)", "L");
|
| 938 |
# leg.AddEntry(hist_wptb1000, "W'-> tb 1TeV (8 pb)", "L");
|
| 939 |
|
| 940 |
|
| 941 |
canvases.append(TCanvas("cname" + histname, histname, 1200, 900))
|
| 942 |
|
| 943 |
# if ('iso' in histname or 'jetmultip' in histname or 'num' in histname and 'Top' in histname):
|
| 944 |
canvases[-1].SetGrid();
|
| 945 |
canvases[-1].cd().SetRightMargin(0.04);
|
| 946 |
|
| 947 |
if ('jet1' in histname):
|
| 948 |
hist_data.SetMarkerStyle(8);
|
| 949 |
hist_ttbar.SetMarkerStyle(21);
|
| 950 |
hist_ttbar.SetMarkerColor(kRed);
|
| 951 |
hist_Tprime300.SetMarkerColor(kOrange + 1);
|
| 952 |
hist_Tprime300.SetMarkerStyle(22);
|
| 953 |
hist_Tprime350.SetMarkerColor(kGray + 3);
|
| 954 |
hist_Tprime350.SetMarkerStyle(3);
|
| 955 |
else:
|
| 956 |
hs = THStack("MC", "MC");
|
| 957 |
# hs.Add(hist_qcd);
|
| 958 |
# hs.Add(hist_zjets);
|
| 959 |
# hs.Add(hist_wjets);
|
| 960 |
# hs.Add(hist_singleTop);
|
| 961 |
hs.Add(hist_ttbar);
|
| 962 |
max = 0
|
| 963 |
if hs.GetMaximum() > hist_data.GetMaximum():
|
| 964 |
max = hs.GetMaximum()*1.1
|
| 965 |
else:
|
| 966 |
max = hist_data.GetMaximum()*1.1
|
| 967 |
if hist_wpm600.GetMaximum() > max :
|
| 968 |
max = hist_wpm600.GetMaximum() * 1.1
|
| 969 |
# if hist_wpm400.GetMaximum() > max :
|
| 970 |
# max = hist_wpm400.GetMaximum() * 1.1
|
| 971 |
|
| 972 |
if (false and 'wp1topmass' in histname):
|
| 973 |
hist_data.GetYaxis().SetRangeUser(0, 310);
|
| 974 |
elif (false and 'mLepTopLone' in histname):
|
| 975 |
hist_data.GetYaxis().SetRangeUser(0, 510);
|
| 976 |
elif (false and 'mHadTopLone' in histname):
|
| 977 |
hist_data.GetYaxis().SetRangeUser(0, 400);
|
| 978 |
elif ('jetmultip' in histname):
|
| 979 |
hist_data.GetYaxis().SetRangeUser(0, 1600);
|
| 980 |
elif ('looseeleciso' in histname):
|
| 981 |
hist_data.GetYaxis().SetRangeUser(0, 0.2);
|
| 982 |
else:
|
| 983 |
hist_data.GetYaxis().SetRangeUser(0, max);
|
| 984 |
# hist_data.SetStats(1); # SetOptStat at start turns on stats
|
| 985 |
# hist_data.Draw('error');
|
| 986 |
# if ('iso' in histname):
|
| 987 |
# canvases[-1].SetLogy();
|
| 988 |
hist_data.Draw("hist");
|
| 989 |
hist_data.SetMarkerStyle(8);
|
| 990 |
if ('jet1' in histname):
|
| 991 |
hist_ttbar.Draw("same");
|
| 992 |
else:
|
| 993 |
hs.Draw("hist same");
|
| 994 |
# hist_Zprime500.Draw("same");
|
| 995 |
# hist_Zprime750.Draw("same");
|
| 996 |
# hist_Zprime1000.Draw("same");
|
| 997 |
# hist_Zprime2000.Draw("same");
|
| 998 |
# hist_Zprime4000.Draw("same");
|
| 999 |
# hist_Tprime300.Draw("same");
|
| 1000 |
# hist_Tprime350.Draw("same");
|
| 1001 |
# hist_Zprime1250.Draw("same");
|
| 1002 |
# hist_Zprime1500.Draw("same");
|
| 1003 |
hist_wpm600.Draw("hist same");
|
| 1004 |
# if (not 'num' in histname or not 'Top' in histname):
|
| 1005 |
#hist_wpm400.Draw("hist same");
|
| 1006 |
# hist_wpm800.Draw("hist same");
|
| 1007 |
# hist_wpm1000.Draw("hist same");
|
| 1008 |
# hist_wptb1000.Draw("same");
|
| 1009 |
# qcdUncert.Draw("1 same");
|
| 1010 |
# hist_data2.Draw("error same");
|
| 1011 |
# hist_data.Draw("error same");
|
| 1012 |
# hist_data.Draw("same");
|
| 1013 |
leg.Draw();
|
| 1014 |
|
| 1015 |
text1 = TLatex(3.570061, 23.08044, "CMS Preliminary");
|
| 1016 |
text1.SetNDC();
|
| 1017 |
text1.SetTextAlign(13);
|
| 1018 |
text1.SetX(0.38);
|
| 1019 |
text1.SetY(0.928);
|
| 1020 |
#text1.SetLineWidth(2);
|
| 1021 |
text1.SetTextFont(42);
|
| 1022 |
text1.SetTextSizePixels(24);# dflt=28
|
| 1023 |
text1.SetTextSize(0.03);
|
| 1024 |
text1.Draw();
|
| 1025 |
|
| 1026 |
text2 = TLatex(3.570061, 23.08044, "%d pb^{-1} at #sqrt{s} = 7 TeV" % lumi);
|
| 1027 |
text2.SetNDC();
|
| 1028 |
text2.SetTextAlign(13);
|
| 1029 |
text2.SetX(0.38);
|
| 1030 |
text2.SetY(0.88);
|
| 1031 |
#text2.SetLineWidth(2);
|
| 1032 |
text2.SetTextFont(42);
|
| 1033 |
text2.SetTextSizePixels(24);# dflt=28
|
| 1034 |
text2.SetTextSize(0.03);
|
| 1035 |
text2.Draw();
|
| 1036 |
# canvases[-1].SaveAs('plots/' + histname + '.png')
|
| 1037 |
if (false and 'iso' in histname):
|
| 1038 |
canvases[-1].SaveAs('plots/' + histname + '.root')
|
| 1039 |
else:
|
| 1040 |
canvases[-1].SaveAs('plots/' + histname + '.png')
|
| 1041 |
|
| 1042 |
if (histname == "wpnegmass_lepton" or histname == "wp1topmass_lepton" or histname == "wp1topmasspos_lepton" or histname == "wp1topmassneg_lepton"):
|
| 1043 |
hist_ttbargood = hist_ttbar.Clone("test");
|
| 1044 |
# hist_ttbargood.Add(hist_wjets);
|
| 1045 |
hist_wprimegood = hist_wpm600.Clone("test");
|
| 1046 |
elif (histname == "wpnegmassbad_lepton" or histname == "wp1topmassbad_lepton" or histname == "wp1topmassbadpos_lepton" or histname == "wp1topmassbadneg_lepton"):
|
| 1047 |
if (histname == "wp1topmassbad_lepton"):
|
| 1048 |
suffix = "1top";
|
| 1049 |
elif (histname == "wp1topmassbadpos_lepton"):
|
| 1050 |
suffix = "1toppos";
|
| 1051 |
elif (histname == "wp1topmassbadneg_lepton"):
|
| 1052 |
suffix = "1topneg";
|
| 1053 |
else:
|
| 1054 |
suffix = "";
|
| 1055 |
ttbname = 'ttbarasym' + suffix;
|
| 1056 |
wpname = 'wprimeasym' + suffix;
|
| 1057 |
comasymname = 'wpttcombined' + suffix;
|
| 1058 |
wpgoodbad = "wpnegmassgoodbad" + suffix;
|
| 1059 |
ttbgoodbad = "ttbargoodbad" + suffix;
|
| 1060 |
totgoodbad = "wpnegmtotgoodbad" + suffix;
|
| 1061 |
# hist_ttbar.Add(hist_wjets);
|
| 1062 |
asymmetryplot(hist_ttbargood, hist_ttbar, ttbname);
|
| 1063 |
asymmetryplot(hist_wprimegood, hist_wpm600, wpname);
|
| 1064 |
asymmetry2plot(hist_ttbargood, hist_ttbar, hist_wprimegood, hist_wpm600, comasymname);
|
| 1065 |
plusminuscmp(hist_wpm600, hist_wprimegood, wpgoodbad, 0);
|
| 1066 |
plusminuscmp(hist_ttbar, hist_ttbargood, ttbgoodbad, 0);
|
| 1067 |
hist_wpm600.Add(hist_ttbar);
|
| 1068 |
hist_wprimegood.Add(hist_ttbargood);
|
| 1069 |
plusminuscmp(hist_wpm600, hist_wprimegood, totgoodbad, 0);
|
| 1070 |
elif (histname == "wpnegmasspos"):
|
| 1071 |
hist_wprimepos = hist_wpm600.Clone("test");
|
| 1072 |
elif (histname == "wpnegmassneg"):
|
| 1073 |
plusminuscmp(hist_wprimepos, hist_wpm600, 'wpmassplusminus', 1);
|
| 1074 |
|
| 1075 |
|
| 1076 |
# canvases[-1].SaveAs('plots/' + histname + '.png')
|
| 1077 |
# canvases[-1].SaveAs('/storage/results/' + histname + '.png')
|
| 1078 |
|
| 1079 |
cu_hist_data = getCumulativePlot(hist_data, "data");
|
| 1080 |
cu_hist_ttbar = getCumulativePlot(hist_ttbar, "ttbar");
|
| 1081 |
# cu_hist_wjets = getCumulativePlot(hist_wjets, "wjets");
|
| 1082 |
# cu_hist_zjets = getCumulativePlot(hist_zjets, "zjets");
|
| 1083 |
# cu_hist_qcd = getCumulativePlot(hist_qcd, "qcd");
|
| 1084 |
# cu_hist_singleTop = getCumulativePlot(hist_singleTop, "singleTop");
|
| 1085 |
# cu_hist_wpm400 = getCumulativePlot(hist_wpm400, "Wprimet400");
|
| 1086 |
cu_hist_wpm600 = getCumulativePlot(hist_wpm600, "Wprimet600");
|
| 1087 |
# cu_hist_wpm800 = getCumulativePlot(hist_wpm800, "Wprimet800");
|
| 1088 |
# cu_hist_wpm1000 = getCumulativePlot(hist_wpm1000, "Wprimet1000");
|
| 1089 |
# cu_hist_wptb1000 = getCumulativePlot(hist_wptb1000, "Wprimetb1000");
|
| 1090 |
# cu_hist_Zprime500 = getCumulativePlot(hist_Zprime500, "Zprime500");
|
| 1091 |
# cu_hist_Zprime750 = getCumulativePlot(hist_Zprime750, "Zprime750");
|
| 1092 |
# cu_hist_Zprime1000 = getCumulativePlot(hist_Zprime1000, "Zprime1000");
|
| 1093 |
# cu_hist_Zprime2000 = getCumulativePlot(hist_Zprime2000, "Zprime2000");
|
| 1094 |
# cu_hist_Zprime4000 = getCumulativePlot(hist_Zprime4000, "Zprime4000");
|
| 1095 |
# cu_hist_Tprime300 = getCumulativePlot(hist_Tprime300, "Tprime300");
|
| 1096 |
# cu_hist_Tprime350 = getCumulativePlot(hist_Tprime350, "Tprime350");
|
| 1097 |
## cu_hist_Zprime1250 = getCumulativePlot(hist_Zprime1250, "Zprime1250");
|
| 1098 |
## cu_hist_Zprime1500 = getCumulativePlot(hist_Zprime1500, "Zprime1500");
|
| 1099 |
|
| 1100 |
cu_hist_data.SetTitleSize(0.04, "X");
|
| 1101 |
cu_hist_data.SetTitleSize(0.04, "Y");
|
| 1102 |
cu_hist_data.SetYTitle("Integrated Events");
|
| 1103 |
cu_hist_data.SetTitleOffset(1.3, "X");
|
| 1104 |
cu_hist_data.SetTitleOffset(1.7, "Y");
|
| 1105 |
##
|
| 1106 |
#
|
| 1107 |
cu_hist_data.SetAxisRange(Urange[0], Urange[1]);
|
| 1108 |
cu_hist_ttbar.SetAxisRange(Urange[0], Urange[1]);
|
| 1109 |
# cu_hist_wjets.SetAxisRange(Urange[0], Urange[1]);
|
| 1110 |
# cu_hist_zjets.SetAxisRange(Urange[0], Urange[1]);
|
| 1111 |
# cu_hist_qcd.SetAxisRange(Urange[0], Urange[1]);
|
| 1112 |
# cu_hist_singleTop.SetAxisRange(Urange[0], Urange[1]);
|
| 1113 |
# cu_hist_wpm400.SetAxisRange(Urange[0], Urange[1]);
|
| 1114 |
cu_hist_wpm600.SetAxisRange(Urange[0], Urange[1]);
|
| 1115 |
# cu_hist_wpm800.SetAxisRange(Urange[0], Urange[1]);
|
| 1116 |
# cu_hist_wpm1000.SetAxisRange(Urange[0], Urange[1]);
|
| 1117 |
# cu_hist_wptb1000.SetAxisRange(Urange[0], Urange[1]);
|
| 1118 |
if (Yrange[1] > 0):
|
| 1119 |
cu_hist_data.SetAxisRange(Yrange[0], Yrange[1], "Y");
|
| 1120 |
cu_hist_ttbar.SetAxisRange(Yrange[0], Yrange[1], "Y");
|
| 1121 |
cu_hist_wpm600.SetAxisRange(Yrange[0], Yrange[1], "Y");
|
| 1122 |
|
| 1123 |
cu_hs = THStack("cu_MC", "cu_MC");
|
| 1124 |
# cu_hs.Add(cu_hist_qcd);
|
| 1125 |
# cu_hs.Add(cu_hist_zjets);
|
| 1126 |
# cu_hs.Add(cu_hist_wjets);
|
| 1127 |
cu_hs.Add(cu_hist_ttbar);
|
| 1128 |
|
| 1129 |
scanvases.append(TCanvas("cu_cname" + histname, histname + "(cu)", 1200, 900))
|
| 1130 |
|
| 1131 |
# if ('iso' in histname or 'jetmultip' in histname or 'num' in histname and 'Top' in histname):
|
| 1132 |
scanvases[-1].SetGrid();
|
| 1133 |
if ('muiso' in histname):
|
| 1134 |
scanvases[-1].SetLogy();
|
| 1135 |
|
| 1136 |
scanvases[-1].cd().SetRightMargin(0.04);
|
| 1137 |
# cu_hist_data.Draw("error");
|
| 1138 |
# cu_hist_data.Draw("axis");
|
| 1139 |
cu_hist_data.Draw();
|
| 1140 |
cu_hs.Draw("hist same");
|
| 1141 |
cu_hist_wpm600.Draw("same");
|
| 1142 |
# if (not 'num' in histname or not 'Top' in histname):
|
| 1143 |
# cu_hist_wpm400.Draw("same");
|
| 1144 |
# cu_hist_wpm800.Draw("same");
|
| 1145 |
# cu_hist_wpm1000.Draw("same");
|
| 1146 |
# cu_hist_wptb1000.Draw("same");
|
| 1147 |
# cu_hist_Zprime500.Draw("same");
|
| 1148 |
# cu_hist_Zprime750.Draw("same");
|
| 1149 |
# cu_hist_Zprime1000.Draw("same");
|
| 1150 |
# cu_hist_Zprime2000.Draw("same");
|
| 1151 |
# cu_hist_Zprime4000.Draw("same");
|
| 1152 |
# cu_hist_Tprime300.Draw("same");
|
| 1153 |
# cu_hist_Tprime350.Draw("same");
|
| 1154 |
### cu_hist_Zprime1250.Draw("same");
|
| 1155 |
### cu_hist_Zprime1500.Draw("same");
|
| 1156 |
## # cu_hist_data2.Draw("error same");
|
| 1157 |
# cu_hist_data.Draw("error same");
|
| 1158 |
leg.Draw();
|
| 1159 |
##
|
| 1160 |
text1.Draw();
|
| 1161 |
##
|
| 1162 |
text2.Draw();
|
| 1163 |
# scanvases[-1].SaveAs('/storage/results/' + histname + '_integrated.png')
|
| 1164 |
scanvases[-1].SaveAs('plots/' + histname + '_integrated.png')
|
| 1165 |
|
| 1166 |
|
| 1167 |
|
| 1168 |
# tdrGrid: Turns the grid lines on (true) or off (false)
|
| 1169 |
|
| 1170 |
#def tdrGrid(bool gridOn):
|
| 1171 |
# tdrStyle.SetPadGridX(gridOn);
|
| 1172 |
# tdrStyle.SetPadGridY(gridOn);
|
| 1173 |
#
|
| 1174 |
|
| 1175 |
# fixOverlay: Redraws the axis
|
| 1176 |
|
| 1177 |
def setCorrErrs(hist_good, hist_bad, hist_diff):
|
| 1178 |
nbins = hist_diff.GetXaxis().GetNbins();
|
| 1179 |
for i in range(1, nbins):
|
| 1180 |
goodval = hist_good.GetBinContent(i);
|
| 1181 |
badval = hist_bad.GetBinContent(i);
|
| 1182 |
gooderr = hist_good.GetBinError(i);
|
| 1183 |
baderr = hist_bad.GetBinError(i);
|
| 1184 |
errsum = goodval + badval;
|
| 1185 |
if errsum > 0:
|
| 1186 |
# print 'evts err ', goodval, gooderr;
|
| 1187 |
goodprod = goodval * baderr;
|
| 1188 |
badprod = gooderr * badval;
|
| 1189 |
tot = (goodprod * goodprod) + (badprod * badprod);
|
| 1190 |
# Assume 90% correlation
|
| 1191 |
tot = tot - (1.8 * goodprod * badprod);
|
| 1192 |
if tot > 0:
|
| 1193 |
tot = 4.0 * sqrt(tot) / (errsum * errsum);
|
| 1194 |
hist_diff.SetBinError(i, tot);
|
| 1195 |
|
| 1196 |
|
| 1197 |
|
| 1198 |
def setUncorrErrs(hist_good, hist_bad, hist_diff):
|
| 1199 |
nbins = hist_diff.GetXaxis().GetNbins();
|
| 1200 |
for i in range(1, nbins):
|
| 1201 |
goodval = hist_good.GetBinContent(i);
|
| 1202 |
badval = hist_bad.GetBinContent(i);
|
| 1203 |
err = goodval + badval;
|
| 1204 |
err = err * err * err;
|
| 1205 |
if err > 0:
|
| 1206 |
err = 4.0 * sqrt((goodval * badval) / err);
|
| 1207 |
hist_diff.SetBinError(i, err);
|
| 1208 |
|
| 1209 |
|
| 1210 |
def asymmetryplot(hist_good, hist_bad, histname):
|
| 1211 |
hist_total = hist_good.Clone("test");
|
| 1212 |
# hist_total.Sumw2();
|
| 1213 |
hist_total.Add(hist_bad);
|
| 1214 |
hist_diff = hist_good.Clone("test");
|
| 1215 |
# hist_diff.Sumw2();
|
| 1216 |
hist_diff.Add(hist_bad, -1);
|
| 1217 |
hist_total.Scale(0.5);
|
| 1218 |
hist_diff.Divide(hist_total);
|
| 1219 |
# setCorrErrs(hist_good, hist_bad, hist_diff);
|
| 1220 |
hist_diff.SetXTitle("W' mass/GeV");
|
| 1221 |
hist_diff.SetYTitle("Asymmetry");
|
| 1222 |
hist_diff.SetAxisRange(200, 1100);
|
| 1223 |
hist_diff.SetLineWidth(4);
|
| 1224 |
# hist_diff.SetFillStyle(1001);
|
| 1225 |
hist_diff.SetFillStyle(3001);
|
| 1226 |
hist_diff.SetFillColor(kRed);
|
| 1227 |
canvases[-1].SetGridy();
|
| 1228 |
hist_diff.GetYaxis().SetRangeUser(-asymrange, asymrange);
|
| 1229 |
hist_diff.Draw("hist E1");
|
| 1230 |
canvases[-1].SaveAs('plots/' + histname + '.png')
|
| 1231 |
|
| 1232 |
|
| 1233 |
def asymmetry2plot(ttbar_good, ttbar_bad, wp_good, wp_bad, histname):
|
| 1234 |
hist_total = ttbar_good.Clone("test");
|
| 1235 |
# hist_total.Sumw2();
|
| 1236 |
hist_total.Add(ttbar_bad);
|
| 1237 |
hist_total.Add(wp_good);
|
| 1238 |
hist_total.Add(wp_bad);
|
| 1239 |
hist_total.Scale(0.5);
|
| 1240 |
hist_diff = ttbar_good.Clone("test");
|
| 1241 |
# hist_diff.Sumw2();
|
| 1242 |
hist_diff.Add(wp_good);
|
| 1243 |
hist_diff.Add(ttbar_bad, -1);
|
| 1244 |
hist_diff.Add(wp_bad, -1);
|
| 1245 |
hist_diff.Divide(hist_total);
|
| 1246 |
# nbins = hist_diff.GetXaxis().GetNbins();
|
| 1247 |
hist_good = ttbar_good.Clone("test");
|
| 1248 |
hist_good.Add(wp_good);
|
| 1249 |
hist_bad = ttbar_bad.Clone("test");
|
| 1250 |
hist_bad.Add(wp_bad);
|
| 1251 |
# setCorrErrs(hist_good, hist_bad, hist_diff);
|
| 1252 |
hist_diff.SetXTitle("W' mass/GeV");
|
| 1253 |
hist_diff.SetYTitle("Asymmetry");
|
| 1254 |
hist_diff.SetAxisRange(200, 1100);
|
| 1255 |
hist_diff.SetLineWidth(4);
|
| 1256 |
# hist_diff.SetFillStyle(1001);
|
| 1257 |
hist_diff.SetFillStyle(3001);
|
| 1258 |
hist_diff.SetFillColor(kRed);
|
| 1259 |
canvases[-1].SetGridy();
|
| 1260 |
hist_diff.GetYaxis().SetRangeUser(-asymrange, asymrange);
|
| 1261 |
hist_diff.Draw("hist E1");
|
| 1262 |
canvases[-1].SaveAs('plots/' + histname + '.png')
|
| 1263 |
|
| 1264 |
|
| 1265 |
|
| 1266 |
def plusminuscmp(hist_pos, hist_neg, hist_name, sign):
|
| 1267 |
hist_neg.SetXTitle("Reco W' mass/GeV");
|
| 1268 |
hist_neg.SetYTitle("Events/(60 GeV)");
|
| 1269 |
hist_pos.SetLineColor(kGray + 3);
|
| 1270 |
hist_neg.SetLineColor(kRed);
|
| 1271 |
hist_neg.SetFillStyle(0);
|
| 1272 |
hist_pos.SetFillStyle(0);
|
| 1273 |
linewidth = 6;
|
| 1274 |
hist_pos.SetLineWidth(linewidth);
|
| 1275 |
hist_neg.SetLineWidth(linewidth);
|
| 1276 |
leg = TLegend(0.696, 0.35, 0.95, 0.92);
|
| 1277 |
leg.SetBorderSize(0);
|
| 1278 |
leg.SetLineStyle(0);
|
| 1279 |
leg.SetTextFont(42);
|
| 1280 |
leg.SetFillStyle(0);
|
| 1281 |
if sign == 1:
|
| 1282 |
leg.AddEntry(hist_pos, "W't+ .6TeV (8 pb)", "L");
|
| 1283 |
leg.AddEntry(hist_neg, "W't- .6TeV (8 pb)", "L");
|
| 1284 |
else:
|
| 1285 |
leg.AddEntry(hist_pos, "W't bad .6TeV (8 pb)", "L");
|
| 1286 |
leg.AddEntry(hist_neg, "W't good .6TeV (8 pb)", "L");
|
| 1287 |
hist_pos.SetStats(1);
|
| 1288 |
hist_neg.Draw("hist E1");
|
| 1289 |
hist_pos.Draw("hist same");
|
| 1290 |
leg.Draw();
|
| 1291 |
canvases[-1].SaveAs('plots/' + hist_name + '.png')
|
| 1292 |
|
| 1293 |
|
| 1294 |
def fixOverlay():
|
| 1295 |
gPad.RedrawAxis();
|
| 1296 |
|
| 1297 |
|
| 1298 |
def getCumulativePlot(initial, type):
|
| 1299 |
global counter
|
| 1300 |
counter = counter + 1;
|
| 1301 |
name = initial.GetName()
|
| 1302 |
name = "cu_" + name + "_" + type + str(counter);
|
| 1303 |
title = initial.GetTitle()
|
| 1304 |
title = "cu_" + title + "_" + type;
|
| 1305 |
xaxis = initial.GetXaxis().GetTitle();
|
| 1306 |
yaxis = initial.GetYaxis().GetTitle();
|
| 1307 |
nBins = initial.GetNbinsX();
|
| 1308 |
cu = TH1F(name, title, nBins, initial.GetXaxis().GetXmin(), initial.GetXaxis().GetXmax());
|
| 1309 |
for bin in range(1,nBins+1):
|
| 1310 |
cu.SetBinContent(bin, initial.Integral(bin, nBins));
|
| 1311 |
|
| 1312 |
cu.SetFillStyle(initial.GetFillStyle());
|
| 1313 |
cu.SetFillColor(initial.GetFillColor());
|
| 1314 |
cu.SetLineColor(initial.GetLineColor());
|
| 1315 |
cu.SetMarkerSize(initial.GetMarkerSize());
|
| 1316 |
cu.SetMarkerStyle(initial.GetMarkerStyle());
|
| 1317 |
cu.SetMarkerColor(initial.GetMarkerColor());
|
| 1318 |
cu.SetLineWidth(initial.GetLineWidth());
|
| 1319 |
cu.GetXaxis().SetTitle(xaxis);
|
| 1320 |
cu.GetYaxis().SetTitle(yaxis);
|
| 1321 |
return cu;
|
| 1322 |
|
| 1323 |
if __name__ == "__main__":
|
| 1324 |
gROOT.SetBatch(True)
|
| 1325 |
gROOT.ProcessLine('gErrorIgnoreLevel = 1001;')
|
| 1326 |
plotMttbar()
|
| 1327 |
# print "press enter to quit"
|
| 1328 |
# a = raw_input()
|
