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dhidas |
1.1 |
# A version of plotMttbar.py that has code for plotting the top-like histograms. This file probably requires
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# modification before use.
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from __future__ import division
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from tdrStyle import *
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from ROOT import *
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canvases = []
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scanvases = []
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counter = 0
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def plotMttbar():
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tdrstyle = setTDRStyle();
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gStyle.SetHatchesSpacing(1.0);
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# lumi = 36.135;#3.06 + 1.37 + 2.53 + 0.26;
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lumi = 203.8;
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oldLumi = 203.8;
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# oldLumi = 36.135;
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scale = lumi / oldLumi;
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qcdScale = {'default':1.72, 'withMETAndAsymJets': 3.03};
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# data = TFile.Open("data2.9pb_fullSetOfVars.root");
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#data = TFile.Open("Run2010_35pb_PFElectron_PF2PATJets_PFMET.root");
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data = TFile.Open("Run_203.8pb_PFElectron_PF2PATJets_PFMET.root");
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ttbar = TFile.Open("TT_Tune_203.8pb_PFElectron_PF2PATJets_PFMET.root");
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WprimeTToTTD_M1000 = TFile.Open("WprimeTToTTD_M1000_203.8pb_PFElectron_PF2PATJets_PFMET.root");
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WprimeTToTTD_M600 = TFile.Open("WprimeTToTTD_M600_203.8pb_PFElectron_PF2PATJets_PFMET.root");
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# ttbar = TFile.Open("TTJets_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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# wjets = TFile.Open("WJets_35pb_PFElectron_PF2PATJets_PFMET.root");
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# zjets = TFile.Open("DYJets_35pb_PFElectron_PF2PATJets_PFMET.root");
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# bce1 = TFile.Open("QCD_Pt-20to30_BCtoE_35pb_PFElectron_PF2PATJets_PFMET.root");
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# bce2 = TFile.Open("QCD_Pt-30to80_BCtoE_35pb_PFElectron_PF2PATJets_PFMET.root");
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# bce3 = TFile.Open("QCD_Pt-80to170_BCtoE_35pb_PFElectron_PF2PATJets_PFMET.root");
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# enri1 = TFile.Open("QCD_Pt-20to30_EMEnriched_35pb_PFElectron_PF2PATJets_PFMET.root");
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# enri2 = TFile.Open("QCD_Pt-30to80_EMEnriched_35pb_PFElectron_PF2PATJets_PFMET.root");
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# enri3 = TFile.Open("QCD_Pt-80to170_EMEnriched_35pb_PFElectron_PF2PATJets_PFMET.root");
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# zjets = TFile.Open("DYJets_35pb_PFElectron_PF2PATJets_PFMET.root");
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# pj1 = TFile.Open("pj1_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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# pj2 = TFile.Open("pj2_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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# pj3 = TFile.Open("pj3_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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# tW = TFile.Open("tW_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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# tchan = TFile.Open("tchan_36.145pb_PFElectron_PF2PATJets_PFMET.root");
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# vqq = TFile.Open("vqq_7.22pb_V4PFCalo.root__fullSetOfVars.root");
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# Zprime500 = TFile.Open("/storage/workspace/BristolAnalysisTools/outputfiles/Zprime_M500GeV_W5GeV_36.135pb.root");
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# Zprime750 = TFile.Open("/storage/workspace/BristolAnalysisTools/outputfiles/Zprime_M750GeV_W7500MeV_36.135pb.root");
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# Zprime1000 = TFile.Open("/storage/workspace/BristolAnalysisTools/outputfiles/Zprime_M1TeV_W10GeV_36.135pb.root");
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# Zprime1250 = TFile.Open("/storage/workspace/BristolAnalysisTools/outputfiles/Zprime_M1250GeV_W12500MeV_36.135pb.root");
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# Zprime1500 = TFile.Open("/storage/workspace/BristolAnalysisTools/outputfiles/Zprime_M1500GeV_W15GeV_36.135pb.root");
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hists = [];
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# hists.append('mttbar_QCDEnriched')
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# hists.append('mttbar_conversions')
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# hists.append('mttbar_conversions_withMETCut')
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# hists.append('mttbar_conversions_withMETAndAsymJets')
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# hists.append('mttbar_conversions_withAsymJetsCut')
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hists.append("mttbar");
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# hists.append("tPrimeMass");
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# hists.append("tPrimepT");
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# hists.append("tPrimeHT");
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# hists.append("tPrime_pt");
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# hists.append("tPrime_px");
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# hists.append("tPrime_py");
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# hists.append("tPrime_pz");
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# hists.append("mLeptonicTopLone");
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# hists.append("mHadronicTopLone");
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# hists.append("mLepTopLoneNM");
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# hists.append("mHadTopLoneNM");
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# # hists.append("chiHadronicTop");
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# hists.append("chiLeptonicTop");
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# hists.append("chiGlobal");
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# hists.append("chiTotal");
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# hists.append("lepTopDeltaR");
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# hists.append("hadTopDeltaR");
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# hists.append("lepTopDeltaRNM");
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# hists.append("hadTopDeltaRNM");
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# hists.append("lepTopLep");
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# hists.append("hadTopHad");
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# hists.append("numHadTopMCMatches");
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# hists.append("numLepTopMCMatches");
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# hists.append("numHadTopCorrectID");
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# hists.append("numLepTopCorrectID");
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# hists.append("numHadTopMCMatchesNM");
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# hists.append("numLepTopMCMatchesNM");
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# hists.append("numHadTopCorrectIDNM");
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# hists.append("numLepTopCorrectIDNM");
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# hists.append("mttbar_2ndSolution");
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# hists.append("mttbar_3rdSolution");
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# hists.append("mttbar_allSolutions");
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##
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# hists.append("mttbar_withMETCut");
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# hists.append("mttbar_2ndSolution_withMETCut");
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# hists.append("mttbar_3rdSolution_withMETCut");
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# hists.append("mttbar_allSolutions_withMETCut");
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#
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# hists.append("mttbar_withMETAndAsymJets");
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# hists.append("mttbar_2ndSolution_withMETAndAsymJets");
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# hists.append("mttbar_3rdSolution_withMETAndAsymJets");
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# hists.append("mttbar_allSolutions_withMETAndAsymJets");
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#
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# hists.append("mttbar_withAsymJetsCut");
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# hists.append("mttbar_2ndSolution_withAsymJetsCut");
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# hists.append("mttbar_3rdSolution_withAsymJetsCut");
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# hists.append("mttbar_allSolutions_withAsymJetsCut");
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#
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# hists.append("ttbar_pt");
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# hists.append("ttbar_pt_2ndSolution");
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# hists.append("ttbar_pt_3rdSolution");
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# hists.append("ttbar_pt_allSolutions");
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#
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# hists.append("ttbar_pt_withMETCut");
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# hists.append("ttbar_pt_2ndSolution_withMETCut");
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# hists.append("ttbar_pt_3rdSolution_withMETCut");
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# hists.append("ttbar_pt_allSolutions_withMETCut");
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#
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# hists.append("ttbar_pt_withMETAndAsymJets");
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# hists.append("ttbar_pt_2ndSolution_withMETAndAsymJets");
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# hists.append("ttbar_pt_3rdSolution_withMETAndAsymJets");
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# hists.append("ttbar_pt_allSolutions_withMETAndAsymJets");
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#
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# hists.append("ttbar_pt_withAsymJetsCut");
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# hists.append("ttbar_pt_2ndSolution_withAsymJetsCut");
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# hists.append("ttbar_pt_3rdSolution_withAsymJetsCut");
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# # hists.append("ttbar_pt_allSolutions_withAsymJetsCut");
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# hists.append("angleTops");
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# hists.append("angleTops_withMETCut");
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# hists.append("angleTops_withMETAndAsymJets");
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# hists.append("angleTops_withAsymJetsCut");
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#
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hists.append("pt_leadingTop");
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# hists.append("pt_leadingTop_withMETCut");
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# hists.append("pt_leadingTop_withMETAndAsymJets");
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# hists.append("pt_leadingTop_withAsymJetsCut");
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#
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hists.append("pt_NextToLeadingTop");
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# hists.append("pt_NextToLeadingTop_withMETCut");
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# hists.append("pt_NextToLeadingTop_withMETAndAsymJets");
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# hists.append("pt_NextToLeadingTop_withAsymJetsCut");
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#
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hists.append("mLeptonicTop");
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hists.append("mHadronicTop");
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hists.append("mAllTop");
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#
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# hists.append("ttbar_px");
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# hists.append("ttbar_py");
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# hists.append("ttbar_pz");
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#
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# hists.append("m3");
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# hists.append("HT");
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# hists.append("MET");
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# hists.append("leadingJetMass");
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# hists.append("mtW");
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# hists.append("neutrino_pz");
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# suffixes = ["allBtags",
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suffixes = ["0orMoreBtag",
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"1orMoreBtag",
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"2orMoreBtags",
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"3orMoreBtags",'4orMoreBtags' ]
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hists = [hist + '_' + suffix for hist in hists for suffix in suffixes]
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# jetBinned = ["allJets",
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# "1orMoreJets",
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# "2orMoreJets",
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# "3orMoreJets" , "4orMoreJets"]
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# jetBinnedhists = []
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# jetBinnedhists.append("QCDest_CombRelIso")
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# jetBinnedhists.append("QCDest_CombRelIso_1btag")
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# jetBinnedhists.append("QCDest_CombRelIso_2btag")
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# jetBinnedhists.append("QCDest_CombRelIso_controlRegion")
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# jetBinnedhists.append("QCDest_CombRelIso_controlRegion_1btag")
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# jetBinnedhists.append("QCDest_CombRelIso_controlRegion_2btag")
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#
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# jetBinnedhists.append("QCDest_PFIsolation")
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# jetBinnedhists.append("QCDest_PFIsolation_WithMETCut")
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# jetBinnedhists.append("QCDest_PFIsolation_WithMETCutAndAsymJetCuts")
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# jetBinnedhists.append("QCDest_PFIsolation_WithAsymJetCuts")
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# jetBinnedhists.append("QCDest_PFIsolation_1btag")
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# jetBinnedhists.append("QCDest_PFIsolation_2btag")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion_1btag")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion_2btag")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_WithMETCut")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_WithMETCutAndAsymJetCuts")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_WithAsymJetCuts")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_1btag")
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# jetBinnedhists.append("QCDest_PFIsolation_controlRegion2_2btag")
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# jetBinnedhists = [hist + '_' + suffix for hist in jetBinnedhists for suffix in jetBinned]
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# hists.extend(jetBinnedhists)
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gcd = gROOT.cd
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for histname in hists:
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currentSelection = 'default'
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if 'withMETAndAsymJets' in histname:
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currentSelection = 'withMETAndAsymJets'
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gcd()
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print histname
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hist_data = data.Get(histname);
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# hist_data2;
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# if (histname == "mttbar_rebinned")
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# hist_data2 = data2.Get(histname);
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# else
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# hist_data2 = TH1F(*hist_data);
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# hist_data.Sumw2();
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# hist_data2.Sumw2();
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hist_ttbar = ttbar.Get(histname);
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hist_wpm1000 = WprimeTToTTD_M1000.Get(histname);
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hist_wpm600 = WprimeTToTTD_M600.Get(histname);
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# hist_wjets = wjets.Get(histname);
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# hist_zjets = zjets.Get(histname);
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| 215 |
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# hist_bce1 = bce1.Get(histname);
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# hist_bce2 = bce2.Get(histname);
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# # hist_bce3 = bce3.Get(histname);
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# hist_enri1 = enri1.Get(histname);
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| 219 |
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# hist_enri2 = enri2.Get(histname);
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| 220 |
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# hist_enri3 = enri3.Get(histname);
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| 221 |
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# hist_pj1 = pj1.Get(histname);
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| 222 |
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# hist_pj2 = pj2.Get(histname);
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| 223 |
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# hist_pj3 = pj3.Get(histname);
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| 224 |
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# hist_singleTop = tW.Get(histname)
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| 225 |
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# hist_singleTop.Add(tchan.Get(histname))
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| 226 |
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| 227 |
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# hist_Zprime500 = Zprime500.Get(histname);
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| 228 |
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# hist_Zprime750 = Zprime750.Get(histname);
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| 229 |
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# hist_Zprime1000 = Zprime1000.Get(histname);
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| 230 |
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# hist_Zprime1250 = Zprime1250.Get(histname);
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| 231 |
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# hist_Zprime1500 = Zprime1500.Get(histname);
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| 232 |
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| 233 |
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hist_ttbar.Scale(scale);
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hist_wpm1000.Scale(scale);
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hist_wpm600.Scale(scale);
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| 236 |
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# hist_wjets.Scale(scale);
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# hist_zjets.Scale(scale);
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| 238 |
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| 239 |
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# hist_bce1.Scale(scale);
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| 240 |
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# hist_bce2.Scale(scale);
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| 241 |
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# hist_bce3.Scale(scale);
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| 242 |
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| 243 |
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# hist_enri1.Scale(scale);
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# hist_enri2.Scale(scale);
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| 245 |
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# hist_enri3.Scale(scale);
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| 246 |
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| 247 |
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# hist_pj1.Scale(scale);
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| 248 |
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# hist_pj2.Scale(scale);
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| 249 |
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# hist_pj3.Scale(scale);
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| 250 |
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| 251 |
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# hist_Zprime500.Scale(scale);
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| 252 |
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# hist_Zprime750.Scale(scale);
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| 253 |
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# hist_Zprime1000.Scale(scale);
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| 254 |
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# hist_Zprime1250.Scale(scale);
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| 255 |
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# hist_Zprime1500.Scale(scale);
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| 256 |
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| 257 |
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# hist_qcd = hist_bce1.Clone("qcd")#TH1F(*hist_bce1);
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# hist_qcd.Add(hist_bce2);
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| 259 |
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# hist_qcd.Add(hist_bce3);
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# hist_qcd.Add(hist_enri1);
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# hist_qcd.Add(hist_enri2);
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| 262 |
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# hist_qcd.Add(hist_enri3);
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| 263 |
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# hist_qcd.Add(hist_pj1);
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| 264 |
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# hist_qcd.Add(hist_pj2);
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| 265 |
|
|
# hist_qcd.Add(hist_pj3);
|
| 266 |
|
|
# hist_qcd.Scale(qcdScale[currentSelection]);
|
| 267 |
|
|
# ndata = hist_data.Integral();
|
| 268 |
|
|
# ntop = hist_ttbar.Integral();
|
| 269 |
|
|
# nwj = hist_wjets.Integral();
|
| 270 |
|
|
# nzj = hist_zjets.Integral();
|
| 271 |
|
|
# nqcd = hist_qcd.Integral();
|
| 272 |
|
|
# sumMC = ntop + nwj + nzj + nqcd;
|
| 273 |
|
|
# cout << ndata << " " << sumMC << endl;
|
| 274 |
|
|
# hist_wjets.Scale(ndata / sumMC);
|
| 275 |
|
|
# hist_ttbar.Scale(ndata / sumMC);
|
| 276 |
|
|
# hist_zjets.Scale(ndata / sumMC);
|
| 277 |
|
|
# hist_qcd.Scale(ndata / sumMC);
|
| 278 |
|
|
# mttbars = ['mttbar_' + suffix for suffix in suffixes]
|
| 279 |
|
|
# mttbars2 = ['mttbar_withMETAndAsymJets_' + suffix for suffix in suffixes]
|
| 280 |
|
|
# if histname in mttbars or histname in mttbars2:
|
| 281 |
|
|
# print "taking QCD shape from DATA"
|
| 282 |
|
|
# name = histname.replace('mttbar', 'mttbar_conversions')
|
| 283 |
|
|
# hist_qcd = data.Get(name)
|
| 284 |
|
|
# if( hist_qcd.Integral() > 0):
|
| 285 |
|
|
# hist_qcd.Scale(nqcd/hist_qcd.Integral())
|
| 286 |
|
|
# hist_mc = hist_qcd.Clone("all_mc")
|
| 287 |
|
|
# hist_mc = hist_ttbar.Clone("all_mc")
|
| 288 |
|
|
# hist_mc.Add(hist_ttbar);
|
| 289 |
|
|
# hist_mc.Add(hist_zjets);
|
| 290 |
|
|
# hist_mc.Add(hist_wjets);
|
| 291 |
|
|
# hist_mc.Add(hist_singleTop);
|
| 292 |
|
|
|
| 293 |
|
|
rebin = 1;
|
| 294 |
|
|
Urange = (0,5000)
|
| 295 |
|
|
Yrange = (0,0)
|
| 296 |
|
|
if ("mttbar" in histname):
|
| 297 |
|
|
hist_data.SetXTitle("M_{t#bar{t}}/GeV");
|
| 298 |
|
|
hist_data.SetYTitle("Events/(100 GeV)");
|
| 299 |
|
|
rebin = 100;
|
| 300 |
|
|
Urange = (0, 2200)
|
| 301 |
|
|
elif ("tPrimeMass" in histname):
|
| 302 |
|
|
hist_data.SetXTitle("T' mass/GeV");
|
| 303 |
|
|
hist_data.SetYTitle("Events/(100 GeV)");
|
| 304 |
|
|
rebin = 10;
|
| 305 |
|
|
Urange = (0, 2000)
|
| 306 |
|
|
elif ("tPrimepT" in histname):
|
| 307 |
|
|
hist_data.SetXTitle("T' pT/GeV");
|
| 308 |
|
|
hist_data.SetYTitle("Events/(8 GeV)");
|
| 309 |
|
|
rebin = 5;
|
| 310 |
|
|
Urange = (0, 200)
|
| 311 |
|
|
elif ("tPrimeHT" in histname):
|
| 312 |
|
|
hist_data.SetXTitle("T' HT");
|
| 313 |
|
|
hist_data.SetYTitle("Events");
|
| 314 |
|
|
rebin = 5;
|
| 315 |
|
|
Urange = (0, 1.5)
|
| 316 |
|
|
elif ("m3" in histname):
|
| 317 |
|
|
hist_data.SetXTitle("M3/GeV");
|
| 318 |
|
|
hist_data.SetYTitle("Events/(50 GeV)");
|
| 319 |
|
|
rebin = 50;
|
| 320 |
|
|
Urange = (0, 1500)
|
| 321 |
|
|
elif (histname == "electron_et"):
|
| 322 |
|
|
hist_data.SetXTitle("electron p_{T}/GeV");
|
| 323 |
|
|
hist_data.SetYTitle("Events/(5 GeV)");
|
| 324 |
|
|
rebin = 5;
|
| 325 |
|
|
elif ("ttbar_pt" in histname):
|
| 326 |
|
|
hist_data.SetXTitle("p_{T} of t#bar{t} system/GeV");
|
| 327 |
|
|
hist_data.SetYTitle("Events/(10 GeV)");
|
| 328 |
|
|
rebin = 10;
|
| 329 |
|
|
Urange = (0, 500)
|
| 330 |
|
|
elif ("ttbar_px" in histname):
|
| 331 |
|
|
hist_data.SetXTitle("p_{x} of t#bar{t} system/GeV");
|
| 332 |
|
|
hist_data.SetYTitle("Events/(10 GeV)");
|
| 333 |
|
|
rebin = 10;
|
| 334 |
|
|
Urange = (0, 500)
|
| 335 |
|
|
elif ("ttbar_py" in histname):
|
| 336 |
|
|
hist_data.SetXTitle("p_{y} of t#bar{t} system/GeV");
|
| 337 |
|
|
hist_data.SetYTitle("Events/(10 GeV)");
|
| 338 |
|
|
rebin = 10;
|
| 339 |
|
|
Urange = (0, 500)
|
| 340 |
|
|
elif ("ttbar_pz" in histname):
|
| 341 |
|
|
hist_data.SetXTitle("p_{z} of t#bar{t} system/GeV");
|
| 342 |
|
|
hist_data.SetYTitle("Events/(50 GeV)");
|
| 343 |
|
|
rebin = 50;
|
| 344 |
|
|
Urange = (0, 2000)
|
| 345 |
|
|
elif ("tPrime_pt" in histname):
|
| 346 |
|
|
hist_data.SetXTitle("p_{T} of T' system/GeV");
|
| 347 |
|
|
hist_data.SetYTitle("Events/(20 GeV)");
|
| 348 |
|
|
rebin = 20;
|
| 349 |
|
|
Urange = (0, 200)
|
| 350 |
|
|
elif ("tPrime_px" in histname):
|
| 351 |
|
|
hist_data.SetXTitle("p_{x} of T' system/GeV");
|
| 352 |
|
|
hist_data.SetYTitle("Events/(20 GeV)");
|
| 353 |
|
|
rebin = 20;
|
| 354 |
|
|
Urange = (0, 200)
|
| 355 |
|
|
elif ("tPrime_py" in histname):
|
| 356 |
|
|
hist_data.SetXTitle("p_{y} of T' system/GeV");
|
| 357 |
|
|
hist_data.SetYTitle("Events/(20 GeV)");
|
| 358 |
|
|
rebin = 20;
|
| 359 |
|
|
Urange = (0, 200)
|
| 360 |
|
|
elif ("tPrime_pz" in histname):
|
| 361 |
|
|
hist_data.SetXTitle("p_{z} of T' system/GeV");
|
| 362 |
|
|
hist_data.SetYTitle("Events/(100 GeV)");
|
| 363 |
|
|
rebin = 20;
|
| 364 |
|
|
Urange = (0, 1800)
|
| 365 |
|
|
elif ("HT" in histname):
|
| 366 |
|
|
hist_data.SetXTitle("#Sigma p_{T}/GeV");
|
| 367 |
|
|
hist_data.SetYTitle("Events/(50 GeV)");
|
| 368 |
|
|
rebin = 50;
|
| 369 |
|
|
Urange = (0, 2000)
|
| 370 |
|
|
elif (histname == "numberOfJets"):
|
| 371 |
|
|
hist_data.SetXTitle("number of jets");
|
| 372 |
|
|
hist_data.SetYTitle("Events");
|
| 373 |
|
|
elif (histname == "numberOfBJets"):
|
| 374 |
|
|
hist_data.SetXTitle("number of b-tagged jets (SSVHE medium)");
|
| 375 |
|
|
hist_data.SetYTitle("Events");
|
| 376 |
|
|
elif ('MET_' in histname):
|
| 377 |
|
|
hist_data.SetXTitle("MET/GeV");
|
| 378 |
|
|
hist_data.SetYTitle("Events/(10 GeV)");
|
| 379 |
|
|
rebin = 2;
|
| 380 |
|
|
Urange = (0, 500)
|
| 381 |
|
|
elif ("leadingJetMass" in histname):
|
| 382 |
|
|
hist_data.SetXTitle("leading jet mass/GeV");
|
| 383 |
|
|
hist_data.SetYTitle("Events/(5 GeV)");
|
| 384 |
|
|
rebin = 5;
|
| 385 |
|
|
Urange = (0, 150)
|
| 386 |
|
|
elif ("mtW" in histname):
|
| 387 |
|
|
hist_data.SetXTitle("transverse W-boson mass/GeV");
|
| 388 |
|
|
hist_data.SetYTitle("Events/(10 GeV)");
|
| 389 |
|
|
rebin = 10;
|
| 390 |
|
|
elif ("electronD0" in histname):
|
| 391 |
|
|
hist_data.SetXTitle("electron d_{0} / cm");
|
| 392 |
|
|
hist_data.SetYTitle("Events/(0.001 cm)");
|
| 393 |
|
|
rebin = 10;
|
| 394 |
|
|
elif ("angleTops" in histname):
|
| 395 |
|
|
hist_data.SetXTitle("angle between top quarks");
|
| 396 |
|
|
hist_data.SetYTitle("Events/(0.1 rad)");
|
| 397 |
|
|
rebin = 10;
|
| 398 |
|
|
elif ("neutrino_pz" in histname):
|
| 399 |
|
|
hist_data.SetXTitle("neutrino p_{Z} /GeV");
|
| 400 |
|
|
hist_data.SetYTitle("Events/(10 GeV)");
|
| 401 |
|
|
rebin = 10;
|
| 402 |
|
|
Urange = (-500, 500)
|
| 403 |
|
|
elif ('mHadronicTopLone' in histname or 'mHadTopLoneNM' in histname):
|
| 404 |
|
|
hist_data.SetXTitle("top mass /GeV");
|
| 405 |
|
|
hist_data.SetYTitle("Events/(25 GeV)");
|
| 406 |
|
|
rebin = 2;
|
| 407 |
|
|
Urange = (0, 400)
|
| 408 |
|
|
elif ('mLeptonicTopLone' in histname or 'mLepTopLoneNM' in histname):
|
| 409 |
|
|
hist_data.SetXTitle("top mass /GeV");
|
| 410 |
|
|
hist_data.SetYTitle("Events/(50 GeV)");
|
| 411 |
|
|
rebin = 2;
|
| 412 |
|
|
Urange = (0, 450)
|
| 413 |
|
|
elif ('chiHadronicTop' in histname or 'chiLeptonicTop' in histname):
|
| 414 |
|
|
hist_data.SetXTitle("top #chi^{2} /GeV");
|
| 415 |
|
|
hist_data.SetYTitle("Events/(1)");
|
| 416 |
|
|
rebin = 1;
|
| 417 |
|
|
Urange = (0, 30)
|
| 418 |
|
|
elif ('chiGlobal' in histname or 'chiTotal' in histname):
|
| 419 |
|
|
hist_data.SetXTitle("Event #chi^{2} /GeV");
|
| 420 |
|
|
hist_data.SetYTitle("Events/(100)");
|
| 421 |
|
|
rebin = 20;
|
| 422 |
|
|
elif ('numHadTopMCMatches' in histname or 'numLepTopMCMatches' in histname or 'numHadTopMCMatchesNM' in histname or 'numLepTopMCMatchesNM' in histname):
|
| 423 |
|
|
hist_data.SetXTitle("Number of MC-Truth Matches");
|
| 424 |
|
|
hist_data.SetYTitle("Events");
|
| 425 |
|
|
Yrange = (0, 150)
|
| 426 |
|
|
elif ('numHadTopCorrectID' in histname or 'numLepTopCorrectID' in histname or 'numLepTopCorrectIDNM' in histname or 'numHadTopCorrectIDNM' in histname):
|
| 427 |
|
|
hist_data.SetXTitle("Number of Reco Candidates Matched to MC-Truth Particles");
|
| 428 |
|
|
hist_data.SetYTitle("Events");
|
| 429 |
|
|
Yrange = (0, 150)
|
| 430 |
|
|
elif ('lepTopDeltaR' in histname or 'hadTopDeltaR' in histname or 'lepTopDeltaRNM' in histname or 'hadTopDeltaRNM' in histname):
|
| 431 |
|
|
hist_data.SetXTitle("#Delta R of MC truth top");
|
| 432 |
|
|
hist_data.SetYTitle("Events");
|
| 433 |
|
|
rebin = 5;
|
| 434 |
|
|
elif ('lepTopLep' in histname or 'hadTopHad' in histname):
|
| 435 |
|
|
hist_data.SetXTitle("top MC truth identity");
|
| 436 |
|
|
hist_data.SetYTitle("Events");
|
| 437 |
|
|
Urange = (0, 2)
|
| 438 |
|
|
elif ('mHadronicTop' in histname or 'mLeptonicTop' in histname or 'mAllTop' in histname):
|
| 439 |
|
|
hist_data.SetXTitle("top mass /GeV");
|
| 440 |
|
|
hist_data.SetYTitle("Events/(50 GeV)");
|
| 441 |
|
|
rebin = 50;
|
| 442 |
|
|
elif ('pt_leadingTop' in histname or 'pt_NextToLeadingTop' in histname):
|
| 443 |
|
|
hist_data.SetXTitle("top p_{T} /GeV");
|
| 444 |
|
|
hist_data.SetYTitle("Events/(20 GeV)");
|
| 445 |
|
|
rebin = 10;
|
| 446 |
|
|
Urange = (0, 700)
|
| 447 |
|
|
elif('QCDest_CombRelIso' in histname):
|
| 448 |
|
|
hist_data.SetXTitle("relative isolation");
|
| 449 |
|
|
hist_data.SetYTitle("Events/(0.1)");
|
| 450 |
|
|
rebin = 10;
|
| 451 |
|
|
Urange = (0, 2)
|
| 452 |
|
|
elif('QCDest_PFIsolation' in histname):
|
| 453 |
|
|
hist_data.SetXTitle("ParticleFlow isolation");
|
| 454 |
|
|
hist_data.SetYTitle("Events/(0.1)");
|
| 455 |
|
|
rebin = 10
|
| 456 |
|
|
Urange = (0, 2)
|
| 457 |
|
|
|
| 458 |
|
|
|
| 459 |
|
|
hist_data.Rebin(rebin);
|
| 460 |
|
|
hist_ttbar.Rebin(rebin);
|
| 461 |
|
|
hist_wpm1000.Rebin(rebin);
|
| 462 |
|
|
hist_wpm600.Rebin(rebin);
|
| 463 |
|
|
# hist_wjets.Rebin(rebin);
|
| 464 |
|
|
# hist_zjets.Rebin(rebin);
|
| 465 |
|
|
# hist_qcd.Rebin(rebin);
|
| 466 |
|
|
# hist_singleTop.Rebin(rebin)
|
| 467 |
|
|
|
| 468 |
|
|
hist_data.SetAxisRange(Urange[0], Urange[1]);
|
| 469 |
|
|
hist_ttbar.SetAxisRange(Urange[0], Urange[1]);
|
| 470 |
|
|
hist_wpm1000.SetAxisRange(Urange[0], Urange[1]);
|
| 471 |
|
|
hist_wpm600.SetAxisRange(Urange[0], Urange[1]);
|
| 472 |
|
|
# hist_wjets.SetAxisRange(Urange[0], Urange[1]);
|
| 473 |
|
|
# hist_zjets.SetAxisRange(Urange[0], Urange[1]);
|
| 474 |
|
|
# hist_qcd.SetAxisRange(Urange[0], Urange[1]);
|
| 475 |
|
|
# hist_singleTop.SetAxisRange(Urange[0], Urange[1]);
|
| 476 |
|
|
|
| 477 |
|
|
# hist_data.SetMarkerStyle(8);
|
| 478 |
|
|
# hist_data.SetMarkerSize(2.0);
|
| 479 |
|
|
hist_data.SetLineWidth(2);
|
| 480 |
|
|
|
| 481 |
|
|
hist_ttbar.SetFillStyle(1001);
|
| 482 |
|
|
hist_ttbar.SetFillColor(kRed + 1);
|
| 483 |
|
|
# hist_wjets.SetFillStyle(1001);
|
| 484 |
|
|
# hist_wjets.SetFillColor(kGreen - 3);
|
| 485 |
|
|
# hist_zjets.SetFillStyle(1001);
|
| 486 |
|
|
# hist_zjets.SetFillColor(kAzure - 2);
|
| 487 |
|
|
# hist_qcd.SetFillStyle(1001);
|
| 488 |
|
|
# hist_qcd.SetFillColor(kYellow);
|
| 489 |
|
|
# hist_singleTop.SetFillStyle(1001);
|
| 490 |
|
|
# hist_singleTop.SetFillColor(kMagenta)
|
| 491 |
|
|
# nbins = hist_qcd.GetXaxis().GetNbins();
|
| 492 |
|
|
# binwidth = (hist_qcd.GetXaxis().GetXmax() - hist_qcd.GetXaxis().GetXmin()) / nbins;
|
| 493 |
|
|
# for i in range(1, nbins + 1):
|
| 494 |
|
|
# yvalue = hist_qcd.GetBinContent(i);
|
| 495 |
|
|
# # float xvalue = hist_qcd.GetBinCenter(i);
|
| 496 |
|
|
# # float ymin = yvalue - yvalue*0.5;
|
| 497 |
|
|
# # float ymax = yvalue + yvalue*0.5;
|
| 498 |
|
|
# # float xmin = xvalue - 0.5*binwidth;
|
| 499 |
|
|
# # float xmax = xvalue + 0.5*binwidth;
|
| 500 |
|
|
# error = yvalue * 0.5;
|
| 501 |
|
|
# hist_mc.SetBinError(i, error);
|
| 502 |
|
|
# # qcdUncert.SetPointError(i, xmin, xmax, ymin, ymax);
|
| 503 |
|
|
#
|
| 504 |
|
|
# qcdUncert = TGraphAsymmErrors(hist_mc);
|
| 505 |
|
|
|
| 506 |
|
|
linewidth = 6;
|
| 507 |
|
|
hist_wpm1000.SetLineColor(kOrange + 1);
|
| 508 |
|
|
hist_wpm1000.SetLineWidth(linewidth);
|
| 509 |
|
|
hist_wpm600.SetLineColor(kGray + 3);
|
| 510 |
|
|
hist_wpm600.SetLineWidth(linewidth);
|
| 511 |
|
|
# hist_Zprime500.SetLineColor(kTeal - 9);
|
| 512 |
|
|
# hist_Zprime500.SetLineWidth(3);
|
| 513 |
|
|
# hist_Zprime500.SetFillStyle(0);
|
| 514 |
|
|
# hist_Zprime500.SetFillColor(kWhite);
|
| 515 |
|
|
#
|
| 516 |
|
|
# hist_Zprime750.SetLineColor(kBlue - 6);
|
| 517 |
|
|
# hist_Zprime750.SetLineWidth(3);
|
| 518 |
|
|
# hist_Zprime750.SetFillStyle(0);
|
| 519 |
|
|
# hist_Zprime750.SetFillColor(kWhite);
|
| 520 |
|
|
#
|
| 521 |
|
|
# hist_Zprime1000.SetLineColor(28);
|
| 522 |
|
|
# hist_Zprime1000.SetLineWidth(3);
|
| 523 |
|
|
# hist_Zprime1000.SetFillStyle(0);
|
| 524 |
|
|
# hist_Zprime1000.SetFillColor(kWhite);
|
| 525 |
|
|
#
|
| 526 |
|
|
# hist_Zprime1250.SetLineColor(kCyan - 5);
|
| 527 |
|
|
# hist_Zprime1250.SetLineWidth(3);
|
| 528 |
|
|
# hist_Zprime1250.SetFillStyle(0);
|
| 529 |
|
|
# hist_Zprime1250.SetFillColor(kWhite);
|
| 530 |
|
|
#
|
| 531 |
|
|
# hist_Zprime1500.SetLineColor(kOrange + 1);
|
| 532 |
|
|
# hist_Zprime1500.SetLineWidth(3);
|
| 533 |
|
|
# hist_Zprime1500.SetFillStyle(0);
|
| 534 |
|
|
# hist_Zprime1500.SetFillColor(kWhite);
|
| 535 |
|
|
|
| 536 |
|
|
# qcdUncert.SetFillColor(kGray + 3);
|
| 537 |
|
|
# qcdUncert.SetFillStyle(3003);
|
| 538 |
|
|
|
| 539 |
|
|
leg = TLegend(0.75, 0.75, 0.98, 0.98);
|
| 540 |
|
|
# leg = TLegend(0.696, 0.35, 0.94, 0.92);
|
| 541 |
|
|
leg.SetBorderSize(0);
|
| 542 |
|
|
leg.SetLineStyle(0);
|
| 543 |
|
|
leg.SetTextFont(42);
|
| 544 |
|
|
leg.SetFillStyle(0);
|
| 545 |
|
|
|
| 546 |
|
|
# leg.AddEntry(hist_data, "data", "P");
|
| 547 |
|
|
leg.AddEntry(hist_data, "data", "L");
|
| 548 |
|
|
# leg.AddEntry(hist_data2, "data(no HLT)", "P");
|
| 549 |
|
|
leg.AddEntry(hist_ttbar, "t#bar{t}", "f");
|
| 550 |
|
|
leg.AddEntry(hist_wpm1000, "W' 1TeV (50 pb)", "L");
|
| 551 |
|
|
leg.AddEntry(hist_wpm600, "W' 600GeV (50 pb)", "L");
|
| 552 |
|
|
# leg.AddEntry(hist_wjets, "W#rightarrowl#nu", "f");
|
| 553 |
|
|
# leg.AddEntry(hist_zjets, "Z/#gamma*#rightarrowl^{+}l^{-}", "f");
|
| 554 |
|
|
# leg.AddEntry(hist_qcd, "QCD");
|
| 555 |
|
|
# leg.AddEntry(hist_qcd, "QCD/#gamma + jets");
|
| 556 |
|
|
# leg.AddEntry(hist_singleTop, "Single-Top")
|
| 557 |
|
|
# leg.AddEntry(hist_Zprime500, "Z' 0.5TeV (50pb)");
|
| 558 |
|
|
# leg.AddEntry(hist_Zprime750, "Z' 0.75TeV (50pb)");
|
| 559 |
|
|
# leg.AddEntry(hist_Zprime1000, "Z' 1TeV (50pb)");
|
| 560 |
|
|
# leg.AddEntry(hist_Zprime1250, "Z' 1.25TeV (50pb)");
|
| 561 |
|
|
# leg.AddEntry(hist_Zprime1500, "Z' 1.5TeV (50pb)");
|
| 562 |
|
|
|
| 563 |
|
|
|
| 564 |
|
|
canvases.append(TCanvas("cname" + histname, histname, 1200, 900))
|
| 565 |
|
|
canvases[-1].cd().SetRightMargin(0.04);
|
| 566 |
|
|
hs = THStack("MC", "MC");
|
| 567 |
|
|
# hs.Add(hist_qcd);
|
| 568 |
|
|
# hs.Add(hist_zjets);
|
| 569 |
|
|
# hs.Add(hist_wjets);
|
| 570 |
|
|
# hs.Add(hist_singleTop);
|
| 571 |
|
|
hs.Add(hist_ttbar);
|
| 572 |
|
|
max = 0
|
| 573 |
|
|
if hs.GetMaximum() > hist_data.GetMaximum():
|
| 574 |
|
|
max = hs.GetMaximum()*1.1
|
| 575 |
|
|
else:
|
| 576 |
|
|
max = hist_data.GetMaximum()*1.1
|
| 577 |
|
|
|
| 578 |
|
|
hist_data.GetYaxis().SetRangeUser(0, max);
|
| 579 |
|
|
hist_data.SetStats(1);
|
| 580 |
|
|
# hist_data.Draw('axis');
|
| 581 |
|
|
hist_data.Draw('hist error');
|
| 582 |
|
|
hs.Draw("hist same");
|
| 583 |
|
|
hist_wpm1000.Draw("same");
|
| 584 |
|
|
hist_wpm600.Draw("same");
|
| 585 |
|
|
# hist_Zprime500.Draw("same");
|
| 586 |
|
|
# hist_Zprime750.Draw("same");
|
| 587 |
|
|
# hist_Zprime1000.Draw("same");
|
| 588 |
|
|
# hist_Zprime1250.Draw("same");
|
| 589 |
|
|
# hist_Zprime1500.Draw("same");
|
| 590 |
|
|
# qcdUncert.Draw("1 same");
|
| 591 |
|
|
# hist_data2.Draw("error same");
|
| 592 |
|
|
hist_data.Draw("hist error same");
|
| 593 |
|
|
leg.Draw();
|
| 594 |
|
|
|
| 595 |
|
|
text1 = TLatex(3.570061, 23.08044, "CMS Preliminary");
|
| 596 |
|
|
text1.SetNDC();
|
| 597 |
|
|
text1.SetTextAlign(13);
|
| 598 |
|
|
text1.SetX(0.38);
|
| 599 |
|
|
text1.SetY(0.928);
|
| 600 |
|
|
#text1.SetLineWidth(2);
|
| 601 |
|
|
text1.SetTextFont(42);
|
| 602 |
|
|
text1.SetTextSizePixels(24);# dflt=28
|
| 603 |
|
|
text1.Draw();
|
| 604 |
|
|
|
| 605 |
|
|
text2 = TLatex(3.570061, 23.08044, "~%.1f pb^{-1} at #sqrt{s} = 7 TeV" % lumi);
|
| 606 |
|
|
text2.SetNDC();
|
| 607 |
|
|
text2.SetTextAlign(13);
|
| 608 |
|
|
text2.SetX(0.38);
|
| 609 |
|
|
text2.SetY(0.88);
|
| 610 |
|
|
#text2.SetLineWidth(2);
|
| 611 |
|
|
text2.SetTextFont(42);
|
| 612 |
|
|
text2.SetTextSizePixels(24);# dflt=28
|
| 613 |
|
|
text2.Draw();
|
| 614 |
|
|
canvases[-1].SaveAs('plots/' + histname + '.png')
|
| 615 |
|
|
# canvases[-1].SaveAs('plots/' + histname + '.root')
|
| 616 |
|
|
# canvases[-1].SaveAs('/storage/results/' + histname + '.png')
|
| 617 |
|
|
|
| 618 |
|
|
cu_hist_data = getCumulativePlot(hist_data, "data");
|
| 619 |
|
|
cu_hist_ttbar = getCumulativePlot(hist_ttbar, "ttbar");
|
| 620 |
|
|
# cu_hist_wjets = getCumulativePlot(hist_wjets, "wjets");
|
| 621 |
|
|
# cu_hist_zjets = getCumulativePlot(hist_zjets, "zjets");
|
| 622 |
|
|
# cu_hist_qcd = getCumulativePlot(hist_qcd, "qcd");
|
| 623 |
|
|
# cu_hist_singleTop = getCumulativePlot(hist_singleTop, "singleTop");
|
| 624 |
|
|
## cu_hist_Zprime500 = getCumulativePlot(hist_Zprime500, "Zprime500");
|
| 625 |
|
|
## cu_hist_Zprime750 = getCumulativePlot(hist_Zprime750, "Zprime750");
|
| 626 |
|
|
## cu_hist_Zprime1000 = getCumulativePlot(hist_Zprime1000, "Zprime1000");
|
| 627 |
|
|
## cu_hist_Zprime1250 = getCumulativePlot(hist_Zprime1250, "Zprime1250");
|
| 628 |
|
|
## cu_hist_Zprime1500 = getCumulativePlot(hist_Zprime1500, "Zprime1500");
|
| 629 |
|
|
cu_hist_data.SetTitleSize(0.045, "X");
|
| 630 |
|
|
cu_hist_data.SetTitleSize(0.045, "Y");
|
| 631 |
|
|
cu_hist_data.SetYTitle("Integrated Events");
|
| 632 |
|
|
# cu_hist_data.SetYTitle("Integrated Events/(50 GeV)");
|
| 633 |
|
|
cu_hist_ttbar.SetYTitle("Integrated Events/(50 GeV)");
|
| 634 |
|
|
##
|
| 635 |
|
|
#
|
| 636 |
|
|
cu_hist_data.SetAxisRange(Urange[0], Urange[1]);
|
| 637 |
|
|
cu_hist_ttbar.SetAxisRange(Urange[0], Urange[1]);
|
| 638 |
|
|
if (Yrange[1] > 0):
|
| 639 |
|
|
cu_hist_data.SetAxisRange(Yrange[0], Yrange[1], "Y");
|
| 640 |
|
|
cu_hist_ttbar.SetAxisRange(Yrange[0], Yrange[1], "Y");
|
| 641 |
|
|
# cu_hist_wjets.SetAxisRange(Urange[0], Urange[1]);
|
| 642 |
|
|
# cu_hist_zjets.SetAxisRange(Urange[0], Urange[1]);
|
| 643 |
|
|
# cu_hist_qcd.SetAxisRange(Urange[0], Urange[1]);
|
| 644 |
|
|
# cu_hist_singleTop.SetAxisRange(Urange[0], Urange[1]);
|
| 645 |
|
|
|
| 646 |
|
|
# cu_hs = THStack("cu_MC", "cu_MC");
|
| 647 |
|
|
# cu_hs.Add(cu_hist_qcd);
|
| 648 |
|
|
# cu_hs.Add(cu_hist_zjets);
|
| 649 |
|
|
# cu_hs.Add(cu_hist_wjets);
|
| 650 |
|
|
# cu_hs.Add(cu_hist_ttbar);
|
| 651 |
|
|
|
| 652 |
|
|
scanvases.append(TCanvas("cu_cname" + histname, histname + "(cu)", 1200, 900))
|
| 653 |
|
|
scanvases[-1].cd().SetRightMargin(0.04);
|
| 654 |
|
|
cu_hist_ttbar.Draw("error");
|
| 655 |
|
|
cu_hist_data.Draw("hist error");
|
| 656 |
|
|
# cu_hs.Draw("hist same");
|
| 657 |
|
|
### cu_hist_Zprime500.Draw("same");
|
| 658 |
|
|
### cu_hist_Zprime750.Draw("same");
|
| 659 |
|
|
### cu_hist_Zprime1000.Draw("same");
|
| 660 |
|
|
### cu_hist_Zprime1250.Draw("same");
|
| 661 |
|
|
### cu_hist_Zprime1500.Draw("same");
|
| 662 |
|
|
## # cu_hist_data2.Draw("error same");
|
| 663 |
|
|
cu_hist_data.Draw("hist error same");
|
| 664 |
|
|
cu_hist_ttbar.Draw("same");
|
| 665 |
|
|
leg.Draw();
|
| 666 |
|
|
##
|
| 667 |
|
|
text1.Draw();
|
| 668 |
|
|
##
|
| 669 |
|
|
text2.Draw();
|
| 670 |
|
|
# scanvases[-1].SaveAs('/storage/results/' + histname + '_integrated.png')
|
| 671 |
|
|
scanvases[-1].SaveAs('plots/' + histname + '_integrated.png')
|
| 672 |
|
|
|
| 673 |
|
|
|
| 674 |
|
|
|
| 675 |
|
|
# tdrGrid: Turns the grid lines on (true) or off (false)
|
| 676 |
|
|
|
| 677 |
|
|
#def tdrGrid(bool gridOn):
|
| 678 |
|
|
# tdrStyle.SetPadGridX(gridOn);
|
| 679 |
|
|
# tdrStyle.SetPadGridY(gridOn);
|
| 680 |
|
|
#
|
| 681 |
|
|
|
| 682 |
|
|
# fixOverlay: Redraws the axis
|
| 683 |
|
|
|
| 684 |
|
|
def fixOverlay():
|
| 685 |
|
|
gPad.RedrawAxis();
|
| 686 |
|
|
|
| 687 |
|
|
|
| 688 |
|
|
def getCumulativePlot(initial, type):
|
| 689 |
|
|
global counter
|
| 690 |
|
|
counter = counter + 1;
|
| 691 |
|
|
name = initial.GetName()
|
| 692 |
|
|
name = "cu_" + name + "_" + type + str(counter);
|
| 693 |
|
|
title = initial.GetTitle()
|
| 694 |
|
|
title = "cu_" + title + "_" + type;
|
| 695 |
|
|
xaxis = initial.GetXaxis().GetTitle();
|
| 696 |
|
|
yaxis = initial.GetYaxis().GetTitle();
|
| 697 |
|
|
nBins = initial.GetNbinsX();
|
| 698 |
|
|
cu = TH1F(name, title, nBins, initial.GetXaxis().GetXmin(), initial.GetXaxis().GetXmax());
|
| 699 |
|
|
for bin in range(1,nBins+1):
|
| 700 |
|
|
cu.SetBinContent(bin, initial.Integral(bin, nBins));
|
| 701 |
|
|
|
| 702 |
|
|
cu.SetFillStyle(initial.GetFillStyle());
|
| 703 |
|
|
cu.SetFillColor(initial.GetFillColor());
|
| 704 |
|
|
cu.SetLineColor(initial.GetLineColor());
|
| 705 |
|
|
# cu.SetMarkerSize(initial.GetMarkerSize());
|
| 706 |
|
|
# cu.SetMarkerStyle(initial.GetMarkerStyle());
|
| 707 |
|
|
# cu.SetMarkerColor(initial.GetMarkerColor());
|
| 708 |
|
|
cu.SetLineWidth(initial.GetLineWidth());
|
| 709 |
|
|
cu.GetXaxis().SetTitle(xaxis);
|
| 710 |
|
|
cu.GetYaxis().SetTitle(yaxis);
|
| 711 |
|
|
return cu;
|
| 712 |
|
|
|
| 713 |
|
|
if __name__ == "__main__":
|
| 714 |
|
|
gROOT.SetBatch(True)
|
| 715 |
|
|
gROOT.ProcessLine('gErrorIgnoreLevel = 1001;')
|
| 716 |
|
|
plotMttbar()
|
| 717 |
|
|
# print "press enter to quit"
|
| 718 |
|
|
# a = raw_input()
|
