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jstupak |
1.1 |
from ROOT import *
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gROOT.SetBatch(1)
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from LJMet.Com.Sample import samplesForPlotting as samples
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from tdrStyle import *
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jstupak |
1.4 |
from sys import argv
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import os
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jstupak |
1.1 |
setTDRStyle()
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gStyle.SetOptStat(False)
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DEBUG=False
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jstupak |
1.4 |
if len(argv)>1:
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inputDir=argv[1]
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else:
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inputDir='/uscms_data/d1/jstupak/chargedHiggs/2013_2_8/test'
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jstupak |
1.1 |
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bJetRequirements=['0p','0','1','1p','2p']
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channels=['el','mu']
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jstupak |
1.4 |
doCutTable=True #produce selection yield table
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#These currently do nothing, just thinking ahead
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doJES=False
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doJER=False
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doBTS=False
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jstupak |
1.1 |
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jstupak |
1.4 |
outputDir=inputDir+'/plots'
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sharedSelectionCuts='jet_0_pt_ChargedHiggsCalc >= 120 && jet_1_pt_ChargedHiggsCalc >= 40'
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jstupak |
1.5 |
elSelectionCuts='elec_1_pt_ChargedHiggsCalc > 50 && abs(elec_1_eta_ChargedHiggsCalc) < 2.5 && elec_1_RelIso_ChargedHiggsCalc < 0.1 && corr_met_ChargedHiggsCalc > 20 && Muon_DeltaR_LjetsTopoCalcNew > 0.3'
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muSelectionCuts='muon_1_pt_ChargedHiggsCalc > 50 && abs(muon_1_eta_ChargedHiggsCalc) < 2.1 && muon_1_RelIso_ChargedHiggsCalc < 0.12 && corr_met_ChargedHiggsCalc > 20 && Muon_DeltaR_LjetsTopoCalcNew > 0.3'
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jstupak |
1.4 |
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finalCuts='BestTop_Pt_LjetsTopoCalcNew > 85 && Jet1Jet2_Pt_LjetsTopoCalcNew > 140 && 130 < BestTop_LjetsTopoCalcNew && BestTop_LjetsTopoCalcNew < 210'
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jstupak |
1.1 |
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#- - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
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jstupak |
1.4 |
elLumi=19624
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muLumi=19624
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jstupak |
1.1 |
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treeName='ljmet'
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jstupak |
1.4 |
SFWj = 0.82
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SFWc = 0.93*1.66
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SFWb = 0.93*1.21
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jstupak |
1.1 |
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lumiFracUnc = 0.022
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ttbarSigmaFracUnc = 0.15
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wJetsSigmaFracUnc = 0.20
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otherSigmaFracUnc = 0.20
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#---------------------------------------------------------------------------------------------------------------------------------------------
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jstupak |
1.4 |
if not os.path.isdir(outputDir): os.system("mkdir -p "+outputDir)
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output=TFile(outputDir+'/plots.root',"RECREATE")
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jstupak |
1.1 |
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jstupak |
1.4 |
class ChargedHiggsPlot:
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jstupak |
1.1 |
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def __init__(self,name,distribution,nBins=100,xMin=0,xMax=100,xTitle='',yLog=True,nB="0",otherCuts='',channel='el'):
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self.name=name; self.distribution=distribution; self.nBins=nBins; self.xMin=xMin; self.xMax=xMax; self.xTitle=xTitle; self.yLog=yLog; self.nB=nB; self.otherCuts=otherCuts; self.channel=channel;
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def Prepare(self):
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result={}
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cuts=sharedSelectionCuts
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if self.channel=='el': cuts+='&&'+elSelectionCuts
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elif self.channel=='mu': cuts+='&&'+muSelectionCuts
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if self.nB=="0":
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jstupak |
1.4 |
bTagCut='((jet_0_tag_ChargedHiggsCalc + jet_1_tag_ChargedHiggsCalc)==0)'
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jstupak |
1.1 |
elif self.nB=="0p":
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bTagCut='1'
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elif self.nB=="1":
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jstupak |
1.4 |
bTagCut='((jet_0_tag_ChargedHiggsCalc + jet_1_tag_ChargedHiggsCalc)==1)'
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jstupak |
1.1 |
elif self.nB=="1p":
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jstupak |
1.4 |
bTagCut='((jet_0_tag_ChargedHiggsCalc + jet_1_tag_ChargedHiggsCalc)>=1)'
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jstupak |
1.1 |
elif self.nB=="2":
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jstupak |
1.4 |
bTagCut='((jet_0_tag_ChargedHiggsCalc + jet_1_tag_ChargedHiggsCalc)==2)'
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jstupak |
1.1 |
elif self.nB=="2p":
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jstupak |
1.4 |
#bTagCut='((jet_0_tag_ChargedHiggsCalc + jet_1_tag_ChargedHiggsCalc)>=2)'
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bTagCut='((jet_0_tag_ChargedHiggsCalc==1 && (jet_1_tag_ChargedHiggsCalc + jet_2_tag_ChargedHiggsCalc + jet_3_tag_ChargedHiggsCalc + jet_4_tag_ChargedHiggsCalc + jet_5_tag_ChargedHiggsCalc + jet_6_tag_ChargedHiggsCalc + jet_7_tag_ChargedHiggsCalc + jet_8_tag_ChargedHiggsCalc + jet_9_tag_ChargedHiggsCalc) >= 1 ) || (jet_1_tag_ChargedHiggsCalc==1 && (jet_0_tag_ChargedHiggsCalc + jet_2_tag_ChargedHiggsCalc + jet_3_tag_ChargedHiggsCalc + jet_4_tag_ChargedHiggsCalc + jet_5_tag_ChargedHiggsCalc + jet_6_tag_ChargedHiggsCalc + jet_7_tag_ChargedHiggsCalc + jet_8_tag_ChargedHiggsCalc + jet_9_tag_ChargedHiggsCalc) >= 1))'
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jstupak |
1.2 |
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#make name unique
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jstupak |
1.1 |
self.name+='_nB'+self.nB+'_'+self.channel
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if (self.channel == 'el'): lumi=elLumi
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elif (self.channel == 'mu'): lumi=muLumi
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jstupak |
1.2 |
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#get histograms with proper normalization
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jstupak |
1.1 |
for sample in samples:
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jstupak |
1.2 |
#skip electron (muon) data for muon (electron) channel
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jstupak |
1.1 |
if (self.channel=='el' and 'SingleMu' in sample.name) or (self.channel=='mu' and 'SingleEl' in sample.name): continue
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sample.file=TFile(inputDir+'/'+sample.name+'.root')
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sample.tree=sample.file.Get(treeName)
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hName=self.name+'_'+sample.name
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sample.h=TH1F(hName,";"+self.xTitle,self.nBins,self.xMin,self.xMax)
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jstupak |
1.5 |
weight='1'
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jstupak |
1.1 |
if sample.isMC:
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jstupak |
1.5 |
weight+='* weight_PU_ABCD_PileUpCalc'
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if (self.channel == 'el'):
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weight+='* weight_ElectronEff_53x_ChargedHiggsCalc'
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weight+='* (0.973*(abs(elec_1_eta_ChargedHiggsCalc)<1.5) + 1.02*(abs(elec_1_eta_ChargedHiggsCalc)>1.5&&abs(elec_1_eta_ChargedHiggsCalc)<2.5))'
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elif (self.channel == 'mu'): weight+='* weight_MuonEff_ChargedHiggsCalc'
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jstupak |
1.1 |
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| 108 |
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if sample.name=='WJets':
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| 109 |
jstupak |
1.4 |
sample.tree.Draw(self.distribution+">>"+hName,weight+'*'+str(SFWj)+'*('+cuts+'&&'+bTagCut+'&& n_Bjets_ChargedHiggsCalc==0 && n_Cjets_ChargedHiggsCalc==0)','goff')
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sample.tree.Draw(self.distribution+">>+"+hName,weight+'*'+str(SFWc)+'*('+cuts+'&&'+bTagCut+'&& n_Bjets_ChargedHiggsCalc==0 && n_Cjets_ChargedHiggsCalc>0)','goff')
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sample.tree.Draw(self.distribution+">>+"+hName,weight+'*'+str(SFWb)+'*('+cuts+'&&'+bTagCut+'&& n_Bjets_ChargedHiggsCalc>0)','goff')
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jstupak |
1.1 |
bTagEff=sample.h.Integral(0,self.nBins+1)
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jstupak |
1.2 |
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#get shape from untagged sample
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jstupak |
1.4 |
sample.tree.Draw(self.distribution+">>"+hName,weight+'*'+str(SFWj)+'*('+cuts+'&& n_Bjets_ChargedHiggsCalc==0 && n_Cjets_ChargedHiggsCalc==0)','goff')
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jstupak |
1.1 |
result['W+light']=sample.h.Integral(0,self.nBins+1)
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jstupak |
1.4 |
sample.tree.Draw(self.distribution+">>+"+hName,weight+'*'+str(SFWc)+'*('+cuts+'&& n_Bjets_ChargedHiggsCalc==0 && n_Cjets_ChargedHiggsCalc>0)','goff')
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| 118 |
jstupak |
1.1 |
result['W+c']=sample.h.Integral(0,self.nBins+1)-result['W+light']
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jstupak |
1.4 |
sample.tree.Draw(self.distribution+">>+"+hName,weight+'*'+str(SFWb)+'*('+cuts+'&& n_Bjets_ChargedHiggsCalc>0)','goff')
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jstupak |
1.1 |
result['W+b']=sample.h.Integral(0,self.nBins+1)-result['W+light']-result['W+c']
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bTagEff/=sample.h.Integral(0,self.nBins+1)
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jstupak |
1.2 |
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sample.h.Scale(bTagEff) #get proper normalization
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jstupak |
1.5 |
result['W+b']*=bTagEff*lumi*sample.crossSection/sample.nEvents
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result['W+c']*=bTagEff*lumi*sample.crossSection/sample.nEvents
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result['W+b']*=bTagEff*lumi*sample.crossSection/sample.nEvents
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jstupak |
1.1 |
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| 128 |
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else:
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| 129 |
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nSelectedRaw=sample.tree.Draw(self.distribution+">>"+hName,weight+'*('+cuts+'&&'+bTagCut+')','goff')
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| 130 |
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| 131 |
jstupak |
1.5 |
if sample.isMC and sample.h.Integral(0,self.nBins+1)!=0: sample.h.Scale(lumi*sample.crossSection/sample.nEvents)
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jstupak |
1.1 |
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| 133 |
jstupak |
1.2 |
if DEBUG: #for event comparison
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| 134 |
jstupak |
1.1 |
if 'TTbar_Powheg' in sample.name and self.channel=='el':
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sample.tree.SetScanField(0)
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| 136 |
jstupak |
1.2 |
print '\n',sample.name,' ',self.channel
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| 137 |
jstupak |
1.4 |
sample.tree.Scan('run_CommonCalc:lumi_CommonCalc:event_CommonCalc:corr_met_ChargedHiggsCalc:jet_0_pt_ChargedHiggsCalc:jet_1_pt_ChargedHiggsCalc:elec_1_pt_ChargedHiggsCalc:elec_1_eta_ChargedHiggsCalc:elec_1_RelIso_ChargedHiggsCalc:muon_1_pt_ChargedHiggsCalc:muon_1_eta_ChargedHiggsCalc:muon_1_RelIso_ChargedHiggsCalc','('+cuts+'&&'+bTagCut+')')
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| 138 |
jstupak |
1.1 |
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| 139 |
jstupak |
1.2 |
result[sample.name]=sample.h.Integral(0,self.nBins+1) #for cutflow table
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| 140 |
jstupak |
1.1 |
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| 141 |
jstupak |
1.2 |
#format histograms and draw plots
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| 142 |
jstupak |
1.1 |
output.cd()
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| 143 |
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self.signals=[]
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| 144 |
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self.backgroundStack=THStack()
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| 145 |
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self.ewk=TH1F(self.name+'_ewk',';'+self.xTitle,self.nBins,self.xMin,self.xMax)
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| 146 |
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self.top=TH1F(self.name+'_top',';'+self.xTitle,self.nBins,self.xMin,self.xMax)
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| 147 |
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self.data=TH1F(self.name+'_data',';'+self.xTitle,self.nBins,self.xMin,self.xMax)
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| 148 |
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self.data.SetMarkerStyle(20)
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| 149 |
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for sample in samples:
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| 150 |
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if (self.channel=='el' and 'SingleMu' in sample.name) or (self.channel=='mu' and 'SingleEl' in sample.name): continue
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| 151 |
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elif sample.isSignal:
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| 152 |
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sample.h.Scale(20)
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| 153 |
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sample.h.SetLineColor(1)
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| 154 |
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sample.h.SetLineStyle(6+len(self.signals))
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| 155 |
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self.signals+=[sample.h]
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| 156 |
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elif sample.isBackground:
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| 157 |
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if sample.name[0]=='T': self.top.Add(sample.h)
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| 158 |
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else: self.ewk.Add(sample.h)
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| 159 |
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elif sample.isData: self.data.Add(sample.h)
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| 160 |
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sample.h.SetLineWidth(2)
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| 161 |
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| 162 |
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self.ewk.SetFillColor(ROOT.kGreen-3)
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| 163 |
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self.ewk.SetLineColor(ROOT.kGreen-2)
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| 164 |
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self.top.SetFillColor(ROOT.kRed-7)
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| 165 |
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self.top.SetLineColor(ROOT.kRed-4)
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| 166 |
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| 167 |
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self.backgroundStack.Add(self.ewk)
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| 168 |
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self.backgroundStack.Add(self.top)
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| 169 |
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| 170 |
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self.background=self.backgroundStack.GetStack().Last().Clone(self.name+'_background')
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| 171 |
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result['Total Background']=self.background.Integral(0,self.nBins+1)
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| 172 |
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result['Data']=self.data.Integral(0,self.nBins+1)
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| 173 |
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| 174 |
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return result
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| 175 |
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| 176 |
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| 177 |
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def Draw(self):
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| 178 |
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| 179 |
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self.canvas=TCanvas(self.name,"",1000,800)
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| 180 |
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| 181 |
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yDiv=0.35
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| 182 |
jstupak |
1.2 |
self.uPad=TPad("uPad","",0,yDiv,1,1) #for actual plots
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| 183 |
jstupak |
1.1 |
self.uPad.SetBottomMargin(0)
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| 184 |
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self.uPad.SetRightMargin(.05)
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| 185 |
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self.uPad.SetLeftMargin(.18)
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| 186 |
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self.uPad.Draw()
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| 187 |
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| 188 |
jstupak |
1.2 |
self.lPad=TPad("lPad","",0,0,1,yDiv) #for sigma runner
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| 189 |
jstupak |
1.1 |
self.lPad.SetTopMargin(0)
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| 190 |
jstupak |
1.2 |
self.lPad.SetBottomMargin(.4)
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| 191 |
jstupak |
1.1 |
self.lPad.SetRightMargin(.05)
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| 192 |
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self.lPad.SetLeftMargin(.18)
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| 193 |
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self.lPad.SetGridy()
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| 194 |
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self.lPad.Draw()
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| 195 |
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| 196 |
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self.data.SetMaximum(2*self.data.GetMaximum())
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| 197 |
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self.data.SetMinimum(0.025)
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| 198 |
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self.data.GetYaxis().CenterTitle()
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| 199 |
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self.data.GetXaxis().SetLabelSize(0)
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| 200 |
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self.data.GetYaxis().SetLabelSize(0.08)
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| 201 |
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self.data.GetYaxis().SetTitleSize(0.12)
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| 202 |
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self.data.GetYaxis().SetTitleOffset(.75)
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| 203 |
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| 204 |
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if self.yLog:
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| 205 |
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self.uPad.SetLogy()
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| 206 |
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self.data.SetMaximum(500*self.data.GetMaximum())
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| 207 |
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| 208 |
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binWidth=round(self.data.GetBinWidth(1),5)
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| 209 |
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if binWidth-round(binWidth)<.001*binWidth: binWidth=int(round(binWidth))
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| 210 |
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yTitle="Events / "+str(binWidth)
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| 211 |
jstupak |
1.2 |
if '[' in self.xTitle and ']' in self.xTitle: #get units from x axis title
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| 212 |
jstupak |
1.1 |
begin=self.xTitle.find('[')+1
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| 213 |
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end=self.xTitle.find(']')
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| 214 |
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yTitle+=' '+self.xTitle[begin:end]
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| 215 |
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self.data.GetYaxis().SetTitle(yTitle)
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| 216 |
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| 217 |
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self.uPad.cd()
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| 218 |
jstupak |
1.2 |
self.data.Draw("E1") #draw data first because its easier to format a TH1 than a THStack
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| 219 |
jstupak |
1.1 |
self.backgroundStack.Draw("SAME HIST")
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| 220 |
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for signal in self.signals: signal.Draw("SAME HIST")
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| 221 |
jstupak |
1.2 |
self.data.Draw("SAME E1") #redraw data so its not hidden
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| 222 |
jstupak |
1.1 |
self.uPad.RedrawAxis()
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| 223 |
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| 224 |
jstupak |
1.2 |
#calculate stat+sys uncertainty
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| 225 |
jstupak |
1.1 |
self.uncBand=self.background.Clone("unc")
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| 226 |
|
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for binNo in range(0,self.nBins+1):
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| 227 |
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lumiUnc=0
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| 228 |
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sigmaUnc=0
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| 229 |
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statUnc=0
|
| 230 |
|
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for sample in samples:
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| 231 |
|
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if sample.isBackground:
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| 232 |
|
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lumiUnc+=(sample.h.GetBinContent(binNo)*lumiFracUnc)**2
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| 233 |
|
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if sample.name=='WJets': sigmaFracUnc=wJetsSigmaFracUnc
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| 234 |
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elif sample.name[0]=='T': sigmaFracUnc=ttbarSigmaFracUnc
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| 235 |
jstupak |
1.2 |
else: sigmaFracUnc=otherSigmaFracUnc #WW, Z+Jets
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| 236 |
jstupak |
1.1 |
sigmaUnc+=(sample.h.GetBinContent(binNo)*sigmaFracUnc)**2
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| 237 |
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statUnc+=sample.h.GetBinError(binNo)**2
|
| 238 |
|
|
totalUnc=sqrt(lumiUnc+sigmaUnc+statUnc)
|
| 239 |
|
|
self.uncBand.SetBinError(binNo,totalUnc)
|
| 240 |
|
|
self.background.SetBinError(binNo,totalUnc)
|
| 241 |
|
|
self.uncBand.SetFillStyle(3344)
|
| 242 |
|
|
self.uncBand.SetFillColor(1)
|
| 243 |
|
|
self.uncBand.SetLineColor(1)
|
| 244 |
|
|
gStyle.SetHatchesLineWidth(1)
|
| 245 |
|
|
self.uncBand.Draw("SAME E2")
|
| 246 |
|
|
|
| 247 |
|
|
legend=TLegend(0.60,0.60,0.90,0.90)
|
| 248 |
|
|
legend.SetShadowColor(0);
|
| 249 |
|
|
legend.SetFillColor(0);
|
| 250 |
|
|
legend.SetLineColor(0);
|
| 251 |
|
|
legend.AddEntry(self.data,"Data")
|
| 252 |
|
|
legend.AddEntry(self.top,"t#bar{t} + Single-Top", "f")
|
| 253 |
|
|
legend.AddEntry(self.ewk,"W#rightarrowl#nu + Z/#gamma*#rightarrowl^{+}l^{-} + VV" , "f")
|
| 254 |
|
|
for signal in self.signals:
|
| 255 |
|
|
name=signal.GetName()
|
| 256 |
|
|
begin=name.find("Wprime")+6
|
| 257 |
|
|
end=name.find("Right")-2
|
| 258 |
|
|
dot=end-1
|
| 259 |
|
|
mass=name[begin:dot]+'.'+name[dot:end]
|
| 260 |
|
|
legend.AddEntry(signal, "W'_{R} x 20, m="+mass+" TeV", "l")
|
| 261 |
|
|
legend.AddEntry(self.uncBand , "Uncertainty" , "f")
|
| 262 |
|
|
legend.Draw("SAME")
|
| 263 |
|
|
|
| 264 |
|
|
prelimTex=TLatex()
|
| 265 |
|
|
prelimTex.SetNDC()
|
| 266 |
|
|
prelimTex.SetTextSize(0.04)
|
| 267 |
|
|
prelimTex.SetTextAlign(31) # align right
|
| 268 |
|
|
if self.channel=='el': lumi=elLumi
|
| 269 |
|
|
elif self.channel=='mu': lumi=muLumi
|
| 270 |
|
|
lumi/=1000.
|
| 271 |
|
|
lumi=round(lumi,2)
|
| 272 |
|
|
prelimTex.DrawLatex(0.87, 0.95, "CMS Preliminary, "+str(lumi)+" fb^{-1} at #sqrt{s} = 8 TeV");
|
| 273 |
|
|
|
| 274 |
|
|
if self.nB=="0":
|
| 275 |
|
|
bTagLabel="N_{b tags} = 0"
|
| 276 |
|
|
elif self.nB=="0p":
|
| 277 |
|
|
bTagLabel="N_{b tags} #geq 0"
|
| 278 |
|
|
elif self.nB=="1":
|
| 279 |
|
|
bTagLabel="N_{b tags} = 1"
|
| 280 |
|
|
elif self.nB=="1p":
|
| 281 |
|
|
bTagLabel="N_{b tags} #geq 1"
|
| 282 |
|
|
elif self.nB=="2":
|
| 283 |
|
|
bTagLabel="N_{b tags} = 2"
|
| 284 |
|
|
elif self.nB=="2p":
|
| 285 |
|
|
bTagLabel="N_{b tags} #geq 2"
|
| 286 |
|
|
channelTex = TLatex()
|
| 287 |
|
|
channelTex.SetNDC()
|
| 288 |
|
|
channelTex.SetTextSize(0.08)
|
| 289 |
|
|
channelTex.SetTextAlign(31) # align right
|
| 290 |
|
|
if self.channel=='el': text='e'
|
| 291 |
|
|
elif self.channel=='mu': text='#mu'
|
| 292 |
|
|
text+="+jets "+bTagLabel
|
| 293 |
|
|
channelTex.DrawLatex(0.5, 0.83, text);
|
| 294 |
|
|
|
| 295 |
|
|
self.lPad.cd()
|
| 296 |
|
|
self.pull=self.data.Clone("pull")
|
| 297 |
|
|
for binNo in range(0,self.nBins+1):
|
| 298 |
|
|
if self.background.GetBinError(binNo)!=0:
|
| 299 |
|
|
self.pull.SetBinContent(binNo,(self.data.GetBinContent(binNo)-self.background.GetBinContent(binNo))/self.background.GetBinError(binNo))
|
| 300 |
|
|
self.pull.SetMaximum(3)
|
| 301 |
|
|
self.pull.SetMinimum(-3)
|
| 302 |
|
|
self.pull.SetFillColor(2)
|
| 303 |
|
|
self.pull.SetLineColor(2)
|
| 304 |
|
|
self.pull.GetXaxis().SetLabelSize(.15)
|
| 305 |
|
|
self.pull.GetXaxis().SetTitleSize(0.18)
|
| 306 |
|
|
self.pull.GetXaxis().SetTitle(self.xTitle)
|
| 307 |
|
|
self.pull.GetXaxis().SetTitleOffset(.95) #1.15
|
| 308 |
|
|
self.pull.GetYaxis().SetLabelSize(0.125)
|
| 309 |
|
|
self.pull.GetYaxis().SetTitleSize(0.1)
|
| 310 |
|
|
self.pull.GetYaxis().SetTitle('#sigma(Data-MC)')
|
| 311 |
|
|
self.pull.GetYaxis().SetTitleOffset(.35)
|
| 312 |
|
|
self.pull.GetYaxis().SetNdivisions(5);
|
| 313 |
|
|
self.pull.Draw("HIST")
|
| 314 |
|
|
|
| 315 |
|
|
output.cd()
|
| 316 |
jstupak |
1.2 |
self.canvas.Write()
|
| 317 |
jstupak |
1.1 |
self.data.Write()
|
| 318 |
|
|
self.ewk.Write()
|
| 319 |
|
|
self.top.Write()
|
| 320 |
jstupak |
1.4 |
self.canvas.SaveAs(outputDir+'/'+self.name+'.pdf')
|
| 321 |
|
|
#self.canvas.SaveAs(outputDir+'/'+self.name+'.eps')
|
| 322 |
|
|
#self.canvas.SaveAs(outputDir+'/'+self.name+'.C')
|
| 323 |
jstupak |
1.1 |
|
| 324 |
|
|
##################################################################################################################################################################
|
| 325 |
|
|
|
| 326 |
|
|
if __name__=='__main__':
|
| 327 |
|
|
|
| 328 |
|
|
yields={}
|
| 329 |
|
|
plots=[]
|
| 330 |
|
|
for n in bJetRequirements:
|
| 331 |
|
|
yields[n]={}
|
| 332 |
jstupak |
1.2 |
|
| 333 |
jstupak |
1.1 |
if doCutTable:
|
| 334 |
jstupak |
1.4 |
plots+=[ChargedHiggsPlot(name='electron0_pt',distribution='elec_1_pt_ChargedHiggsCalc',nBins=100,xMin=0,xMax=7000,xTitle='electron p_{T} [GeV]',yLog=True,nB=n,channel='el'),
|
| 335 |
|
|
ChargedHiggsPlot(name='muon0_pt',distribution='muon_1_pt_ChargedHiggsCalc',nBins=100,xMin=0,xMax=7000,xTitle='muon p_{T} [GeV]',yLog=True,nB=n,channel='mu')
|
| 336 |
jstupak |
1.1 |
]
|
| 337 |
|
|
|
| 338 |
|
|
else:
|
| 339 |
jstupak |
1.4 |
plots+=[ChargedHiggsPlot(name='electron0_pt',distribution='elec_1_pt_ChargedHiggsCalc',nBins=100,xMin=0,xMax=1000,xTitle='electron p_{T} [GeV]',yLog=True,nB=n,channel='el'),
|
| 340 |
|
|
ChargedHiggsPlot(name='electron0_eta',distribution='elec_1_eta_ChargedHiggsCalc',nBins=50,xMin=-2.5,xMax=2.5,xTitle='electron #eta',yLog=False,nB=n,channel='el'),
|
| 341 |
|
|
ChargedHiggsPlot(name='electron0_RelIso',distribution='elec_1_RelIso_ChargedHiggsCalc',nBins=30,xMin=0,xMax=0.15,xTitle='electron Rel. Isolation',yLog=True,nB=n,channel='el'),
|
| 342 |
jstupak |
1.1 |
|
| 343 |
jstupak |
1.4 |
#ChargedHiggsPlot(name='muon0_pt',distribution='muon_1_pt_ChargedHiggsCalc',nBins=100,xMin=0,xMax=1000,xTitle='muon p_{T} [GeV]',yLog=True,nB=n,channel='mu'),
|
| 344 |
|
|
#ChargedHiggsPlot(name='muon0_eta',distribution='muon_1_eta_ChargedHiggsCalc',nBins=50,xMin=-2.5,xMax=2.5,xTitle='muon #eta',yLog=False,nB=n,channel='mu'),
|
| 345 |
|
|
#ChargedHiggsPlot(name='muon0_RelIso',distribution='muon_1_RelIso_ChargedHiggsCalc',nBins=30,xMin=0,xMax=0.15,xTitle='muon Rel. Isolation',yLog=True,nB=n,channel='mu')
|
| 346 |
jstupak |
1.1 |
]
|
| 347 |
|
|
for c in channels:
|
| 348 |
jstupak |
1.4 |
plots+=[ChargedHiggsPlot(name='BestJetJet2W_M',distribution='BestJetJet2W_M_LjetsTopoCalcNew',nBins=68,xMin=100,xMax=3500,xTitle='M(tb) [GeV]',yLog=True,nB=n,channel=c),
|
| 349 |
|
|
#ChargedHiggsPlot(name='Jet1Jet2W_M',distribution='Jet1Jet2W_M_LjetsTopoCalcNew',nBins=68,xMin=100,xMax=3500,xTitle='M(tb) [GeV]',yLog=True,nB=n,channel=c),
|
| 350 |
|
|
ChargedHiggsPlot(name='corr_met',distribution='corr_met_ChargedHiggsCalc',nBins=100,xMin=0,xMax=1000,xTitle='E_{T}^{miss} [GeV]',yLog=True,nB=n,channel=c),
|
| 351 |
|
|
#ChargedHiggsPlot(name='PFjet0_pt',distribution='jet_0_pt_ChargedHiggsCalc',nBins=130,xMin=0,xMax=1300,xTitle='p_{T} (jet1) [GeV]',yLog=True,nB=n,channel=c),
|
| 352 |
|
|
#ChargedHiggsPlot(name='PFjet0_eta',distribution='jet_0_eta_ChargedHiggsCalc',nBins=50,xMin=-2.5,xMax=2.5,xTitle='#eta (jet1)',yLog=False,nB=n,channel=c),
|
| 353 |
|
|
#ChargedHiggsPlot(name='PFjet1_pt',distribution='jet_1_pt_ChargedHiggsCalc',nBins=120,xMin=0,xMax=1200,xTitle='p_{T} (jet2) [GeV]',yLog=True,nB=n,channel=c),
|
| 354 |
|
|
#ChargedHiggsPlot(name='PFjet1_eta',distribution='jet_1_eta_ChargedHiggsCalc',nBins=50,xMin=-2.5,xMax=2.5,xTitle='#eta (jet2)',yLog=False,nB=n,channel=c),
|
| 355 |
|
|
#ChargedHiggsPlot(name='PFjet2_pt',distribution='jet_2_pt_ChargedHiggsCalc',nBins=80,xMin=0,xMax=800,xTitle='p_{T} (jet3) [GeV]',yLog=True,nB=n,channel=c),
|
| 356 |
|
|
#ChargedHiggsPlot(name='PFjet2_eta',distribution='jet_2_eta_ChargedHiggsCalc',nBins=50,xMin=-2.5,xMax=2.5,xTitle='#eta (jet3)',yLog=False,nB=n,channel=c),
|
| 357 |
|
|
ChargedHiggsPlot(name='TopMass_Best',distribution='BestTop_LjetsTopoCalcNew',nBins=100,xMin=0,xMax=1000,xTitle='M(best jet,W) [GeV]',yLog=True,nB=n,channel=c),
|
| 358 |
|
|
#ChargedHiggsPlot(name='TopPt_Best',distribution='BestTop_Pt_LjetsTopoCalcNew',nBins=150,xMin=0,xMax=1500,xTitle='p_{T}(best jet,W) [GeV]',yLog=True,nB=n,channel=c),
|
| 359 |
|
|
#ChargedHiggsPlot(name='Pt_Jet1Jet2',distribution='Jet1Jet2_Pt_LjetsTopoCalcNew',nBins=150,xMin=0,xMax=1500,xTitle='p_{T}(jet1,jet2) [GeV]',yLog=True,nB=n,channel=c),
|
| 360 |
|
|
#ChargedHiggsPlot(name='HT',distribution='Ht_LjetsTopoCalcNew',nBins=125,xMin=0,xMax=2500,xTitle='H_{T} [GeV]',yLog=True,nB=n,channel=c),
|
| 361 |
|
|
ChargedHiggsPlot(name='nPV',distribution='nPV_ChargedHiggsCalc',nBins=50,xMin=0,xMax=50,xTitle='# Vertices',yLog=True,nB=n,channel=c)
|
| 362 |
jstupak |
1.1 |
]
|
| 363 |
|
|
|
| 364 |
|
|
for plot in plots:
|
| 365 |
|
|
yields[plot.nB][plot.channel]=plot.Prepare()
|
| 366 |
|
|
plot.Draw()
|
| 367 |
|
|
|
| 368 |
|
|
cWidth=15; nameWidth=35
|
| 369 |
|
|
for c in channels:
|
| 370 |
jstupak |
1.2 |
print ("CHANNEL:"+c).ljust(nameWidth+(2*cWidth+1)),"N_b"
|
| 371 |
jstupak |
1.1 |
print "".ljust(nameWidth),
|
| 372 |
|
|
for n in bJetRequirements: print n.ljust(cWidth),
|
| 373 |
|
|
print
|
| 374 |
jstupak |
1.5 |
for sample in ['Data']: #,'W+light','W+c','W+b']:
|
| 375 |
jstupak |
1.1 |
print sample.ljust(nameWidth),
|
| 376 |
|
|
for n in bJetRequirements:
|
| 377 |
|
|
try: print str(int(round(yields[n][c][sample]))).ljust(cWidth),
|
| 378 |
|
|
except: pass
|
| 379 |
|
|
print
|
| 380 |
|
|
for sample in samples:
|
| 381 |
jstupak |
1.5 |
if (c=='el' and 'SingleMu' in sample.name) or (c=='mu' and 'SingleEl' in sample.name): continue
|
| 382 |
jstupak |
1.1 |
if sample.isData: continue
|
| 383 |
|
|
print sample.name.ljust(nameWidth),
|
| 384 |
|
|
for n in bJetRequirements:
|
| 385 |
|
|
print str(int(round(yields[n][c][sample.name]))).ljust(cWidth),
|
| 386 |
|
|
print
|
| 387 |
|
|
for sample in ['Total Background']:
|
| 388 |
|
|
print sample.ljust(nameWidth),
|
| 389 |
|
|
for n in bJetRequirements:
|
| 390 |
|
|
print str(int(round(yields[n][c][sample]))).ljust(cWidth),
|
| 391 |
|
|
print
|
| 392 |
|
|
print 'Background/Data'.ljust(nameWidth),
|
| 393 |
|
|
for n in bJetRequirements:
|
| 394 |
|
|
print str(round(yields[n][c]['Total Background']/yields[n][c]['Data'],3)).ljust(cWidth),
|
| 395 |
|
|
print 3*'\n'
|
| 396 |
|
|
|
