1 |
dhidas |
1.1 |
from __future__ import division
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from tdrStyle import *
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from math import sqrt
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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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asymrange = 0.5
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def plotMttbar():
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tdrstyle = setTDRStyle();
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gStyle.SetHatchesSpacing(1.0);
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gStyle.SetOptStat("emri"); # Print integral & usual stuff
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lumi = 5000;
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oldLumi = 5000;
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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("Run_4000pb_PFElectron_PF2PATJets_PFMET.root");
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ttbar = TFile.Open("TTJets_5000pb_PFElectron_PF2PATJets_PFMET.root");
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# ttbar = TFile.Open("TT_Tune_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# wjets = TFile.Open("WJetsToLNu_5000pb_PFElectron_PF2PATJets_PFMET.root");
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# wjets = TFile.Open("WToENu_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# zjets = TFile.Open("DYJetsToLL_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# bce1 = TFile.Open("QCD_Pt-20to30_BCtoE_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# bce2 = TFile.Open("QCD_Pt-30to80_BCtoE_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# bce3 = TFile.Open("QCD_Pt-80to170_BCtoE_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# enri1 = TFile.Open("QCD_Pt-20to30_EMEnriched_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# enri2 = TFile.Open("QCD_Pt-30to80_EMEnriched_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# enri3 = TFile.Open("QCD_Pt-80to170_EMEnriched_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# zjets = TFile.Open("DYJets_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# Zprime500 = TFile.Open("Zprime_M500GeV_W50GeV_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# Zprime1500 = TFile.Open("Zprime_M1500GeV_W15GeV_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# Zprime750 = TFile.Open("Zprime_M750GeV_W7500MeV_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# Zprime1000 = TFile.Open("Zprime_M1000GeV_W10GeV_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# Zprime2000 = TFile.Open("Zprime_M2000GeV_W20GeV_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# Zprime4000 = TFile.Open("Zprime_M4000GeV_W400GeV_4000pb_PFElectron_PF2PATJets_PFMET.root");
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# Tprime300 = TFile.Open("TprimeToWb_M300_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# Tprime350 = TFile.Open("TprimeToWb_M350_35.9pb_PFElectron_PF2PATJets_PFMET.root");
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# WprimeTToTTD_M400 = TFile.Open("WprimeTToTTD_M400_5000pb_PFElectron_PF2PATJets_PFMET.root");
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WprimeTToTTD_M600 = TFile.Open("WprimeTToTTD_M600_5000pb_PFElectron_PF2PATJets_PFMET.root");
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# WprimeTToTTD_M800 = TFile.Open("WprimeTToTTD_M800_5000pb_PFElectron_PF2PATJets_PFMET.root");
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# WprimeTToTTD_M1000 = TFile.Open("WprimeTToTTD_M1000_5000pb_PFElectron_PF2PATJets_PFMET.root");
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# WprimeToTTBbar_M1000 = TFile.Open("WprimeToTBbar_M-1000_4000pb_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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# 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_controlRegion')
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# hists.append("jet12vsjet13");
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# hists.append("jet12vsjet23");
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# hists.append("jet13vsjet23");
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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("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("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("numHadTopMCMatches2top");
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# hists.append("numLepTopMCMatches2top");
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# hists.append("numHadTopCorrectID2top");
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# hists.append("numLepTopCorrectID2top");
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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("leadingJetPt");
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hists.append("nextLeadingJetPt");
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hists.append("trailingJetPt");
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# hists.append("pt_leadingTop");
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# hists.append("pt_loneLepTop");
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# hists.append("pt_lepTop");
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# hists.append("pt_hadTop");
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# hists.append("pt_loneHadTop");
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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("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("qkjet_eta");
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# hists.append("qkjet_rapid");
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# hists.append("leadjet_rap");
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# hists.append("lepb_angle");
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# hists.append("angleHadTopD");
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hists.append("wpmassplus");
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hists.append("wpmassminus");
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# hists.append("MET");
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# hists.append("METtopangle_ltop");
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# hists.append("HT3jet_ltop");
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# hists.append("HT4jet_ltop");
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# hists.append("mt2jbothchglep4j");
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# hists.append("mt2jbothchgelec4j");
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# hists.append("mt2jbothchgmu4j");
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# hists.append("mt2jbothchglep5j");
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# hists.append("mt2jbothchgmu5j");
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# hists.append("mt2jbothchgelec5j");
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# hists.append("mt2jpluselec4j");
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# hists.append("mt2jplusmu4j");
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# hists.append("mt2jpluslep4j");
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# hists.append("mt2jpluslep5j");
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# hists.append("mt2jpluselec5j");
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# hists.append("mt2jplusmu5j");
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# hists.append("mt2jminuselec4j");
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# hists.append("mt2jminusmu4j");
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# hists.append("mt2jminuslep4j");
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# hists.append("mt2jminuselec5j");
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190 |
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# hists.append("mt2jminusmu5j");
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191 |
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# hists.append("mt2jminuslep5j");
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192 |
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# hists.append("mt4jbothchglep4j");
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# hists.append("mt4jbothchgelec4j");
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# hists.append("mt4jbothchgmu4j");
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# hists.append("mt4jbothchglep5j");
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# hists.append("mt4jbothchgmu5j");
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197 |
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# hists.append("mt4jbothchgelec5j");
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198 |
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# hists.append("mt4jpluselec4j");
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199 |
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# hists.append("mt4jplusmu4j");
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200 |
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# hists.append("mt4jpluslep4j");
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201 |
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# hists.append("mt4jpluslep5j");
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202 |
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# hists.append("mt4jpluselec5j");
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203 |
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# hists.append("mt4jplusmu5j");
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204 |
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# hists.append("mt4jminuselec4j");
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205 |
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# hists.append("mt4jminusmu4j");
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206 |
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# hists.append("mt4jminuslep4j");
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207 |
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# hists.append("mt4jminuselec5j");
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208 |
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# hists.append("mt4jminusmu5j");
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209 |
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# hists.append("mt4jminuslep5j");
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210 |
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# hists.append("leadingJetMass");
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211 |
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# hists.append("mtW");
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212 |
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# hists.append("neutrino_pz");
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213 |
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# hists.append("lone_neutrino_pz");
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214 |
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suffixes = ["0orMoreBtag",
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"1orMoreBtag",
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"2orMoreBtags",
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217 |
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"3orMoreBtags",'4orMoreBtags' ]
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218 |
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hists = [hist + '_' + suffix for hist in hists for suffix in suffixes]
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219 |
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220 |
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histslep = [];
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221 |
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# histslep.append("HT_ltop");
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222 |
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histslep.append("MET_ltop");
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223 |
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histslep.append("METpt_ltop");
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224 |
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# histslep.append("mass4jets");
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225 |
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# histslep.append("ST_ltop");
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226 |
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histslep.append("mLeptonicTop");
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227 |
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histslep.append("mHadronicTop");
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228 |
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histslep.append("mHadTopLone");
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229 |
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histslep.append("mLepTopLone");
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230 |
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histslep.append("mHadTopLonepos");
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231 |
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histslep.append("mLepTopLonepos");
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232 |
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histslep.append("mHadTopLoneneg");
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233 |
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histslep.append("mLepTopLoneneg");
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234 |
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histslep.append("wpmass");
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235 |
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histslep.append("wpnegmass");
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236 |
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histslep.append("wpnegmassbad");
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237 |
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histslep.append("wpnegmasspos");
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238 |
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histslep.append("wpnegmassneg");
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239 |
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histslep.append("wp1topmass");
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240 |
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histslep.append("wp1topmassbad");
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241 |
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histslep.append("wp1topmasspos");
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242 |
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histslep.append("wp1topmassbadpos");
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243 |
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histslep.append("wp1topmassneg");
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244 |
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histslep.append("wp1topmassbadneg");
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245 |
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# histslep.append("wpanglmass");
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246 |
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histslep.append("tausInJets");
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247 |
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histslep.append("numTaus");
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248 |
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histslep.append("deltaPhiTops");
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249 |
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histslep.append("deltaphilepjetpos");
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250 |
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histslep.append("deltaphilepdjetpos");
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251 |
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histslep.append("deltaphilepjetneg");
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252 |
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histslep.append("deltaphilepdjetneg");
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253 |
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# histslep.append("numHadTopDauMCMatches");
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254 |
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# histslep.append("numLepTopDauMCMatches");
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255 |
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histslep.append("numHadTopDauMCMatches2top");
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256 |
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histslep.append("numLepTopDauMCMatches2top");
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257 |
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histslep.append("numGenJets");
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258 |
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histslep.append("numDiffJets");
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259 |
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histslep.append("missGenJets");
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260 |
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histslep.append("missRecoJets");
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261 |
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# histslep.append("transMasslm1b");
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262 |
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suffixes = ["elec", "mu", "lepton"]
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263 |
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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()
|