| 1 |
//
|
| 2 |
// A root macro to plot MC and data on the
|
| 3 |
// same histogram for a variety of different
|
| 4 |
// variables.
|
| 5 |
//
|
| 6 |
// John Babb 11/11/10
|
| 7 |
//
|
| 8 |
|
| 9 |
//ROOT includes
|
| 10 |
#include "TTree.h"
|
| 11 |
#include "TFile.h"
|
| 12 |
#include "TBranch.h"
|
| 13 |
#include "TLeafF.h"
|
| 14 |
#include "TLeafI.h"
|
| 15 |
#include "TH1F.h"
|
| 16 |
#include "TH2F.h"
|
| 17 |
#include "THStack.h"
|
| 18 |
|
| 19 |
|
| 20 |
//System includes
|
| 21 |
#include <TObject.h>
|
| 22 |
#include <TMinuit.h>
|
| 23 |
#include <TLorentzVector.h>
|
| 24 |
#include <TMath.h>
|
| 25 |
#include <TString.h>
|
| 26 |
#include <TStyle.h>
|
| 27 |
#include <TLegend.h>
|
| 28 |
#include <TCanvas.h>
|
| 29 |
#include <TPad.h>
|
| 30 |
#include <TGraphErrors.h>
|
| 31 |
#include <TSystem.h>
|
| 32 |
#include <vector>
|
| 33 |
#include <stdio.h>
|
| 34 |
#include <stdlib.h>
|
| 35 |
#include <iostream>
|
| 36 |
#include <string>
|
| 37 |
|
| 38 |
|
| 39 |
|
| 40 |
|
| 41 |
void StatsPlotter() {
|
| 42 |
|
| 43 |
//Output file
|
| 44 |
TFile *f = new TFile("hists_for_statistics_2011.root", "recreate");
|
| 45 |
|
| 46 |
|
| 47 |
//scale...
|
| 48 |
double ttbar_lumi = 1286491./(157.5*1.081);
|
| 49 |
double st_s_lumi = 494967./1.49;
|
| 50 |
double st_t_lumi = 484060./20.93;
|
| 51 |
double st_tw_lumi = 494961./10.6;
|
| 52 |
double ww_lumi = 2061760. / (27.79 * 1.);
|
| 53 |
double wz_lumi = 2194752. / (10.4* 1.);
|
| 54 |
double zz_lumi = 2113368. / (4.297 * 1.);
|
| 55 |
double qcd_lumi = 29504866.*(138./153.) / (296600000. * 0.0002855 * 1.081);
|
| 56 |
//double qcd_lumi = 20416038.*(138./153.) /(296600000. * 0.0002855 * 0.949);
|
| 57 |
double wjets_lumi = 14819145. /(31314.*1.197);
|
| 58 |
double zjets_lumi = 2543706. / 3048.;
|
| 59 |
double lumi_2010 = 36.1;
|
| 60 |
double lumi_2011 = 767.;
|
| 61 |
double data_lumi = 767.;
|
| 62 |
|
| 63 |
|
| 64 |
|
| 65 |
//767pb numbers - bdt
|
| 66 |
double scale30 = 1.2181*1.0000;
|
| 67 |
double scale31 = 0.9830*0.1481;
|
| 68 |
double scale32 = 0.7937*0.0158;
|
| 69 |
double scale40 = 1.1755*0.0433;
|
| 70 |
double scale41 = 0.9671*0.0276;
|
| 71 |
double scale42 = 0.8437*0.0084;
|
| 72 |
|
| 73 |
|
| 74 |
|
| 75 |
TString path = "/uscms_data/d2/jbabb/CMSSW_4_1_4/src/TopQuarkAnalysis/Skynet/test/Preselection_35GeV/Skynet_TTbarTree_";
|
| 76 |
TString qcdpath = "/uscms_data/d2/jbabb/CMSSW_4_1_4/src/TopQuarkAnalysis/Skynet/test/Preselection_35GeV/Skynet_InvertedIsolation_TTbarTree_";
|
| 77 |
|
| 78 |
|
| 79 |
//List the variables that we want plots of
|
| 80 |
int nVariables = 1;
|
| 81 |
int nBins = 40;
|
| 82 |
|
| 83 |
double VariableMax = 2000.;
|
| 84 |
double VariableMin = 0.;
|
| 85 |
|
| 86 |
int nFiles = 15;
|
| 87 |
|
| 88 |
TString filenames[] = {"TTbar",
|
| 89 |
"ST-s",
|
| 90 |
"ST-t",
|
| 91 |
"ST-tW",
|
| 92 |
"WW",
|
| 93 |
"WZ",
|
| 94 |
"ZZ",
|
| 95 |
"WJets",
|
| 96 |
"ZJets",
|
| 97 |
//"Zprime500",
|
| 98 |
"Zprime750",
|
| 99 |
"Zprime1000",
|
| 100 |
"Zprime1250",
|
| 101 |
"Zprime1500",
|
| 102 |
"Zprime2000",
|
| 103 |
"2011"
|
| 104 |
};
|
| 105 |
|
| 106 |
|
| 107 |
int qcdFiles = 6;
|
| 108 |
|
| 109 |
TString qcdfilenames[] = {
|
| 110 |
"3jets0bjets_QCD",
|
| 111 |
"3jets1bjets_QCD",
|
| 112 |
"3jets2bjets_QCD",
|
| 113 |
"4jets0bjets_QCD",
|
| 114 |
"4jets1bjets_QCD",
|
| 115 |
"4jets2bjets_QCD",
|
| 116 |
}
|
| 117 |
|
| 118 |
double scales[] = { data_lumi/ttbar_lumi,
|
| 119 |
data_lumi/st_s_lumi,
|
| 120 |
data_lumi/st_t_lumi,
|
| 121 |
data_lumi/st_tw_lumi,
|
| 122 |
data_lumi/ww_lumi,
|
| 123 |
data_lumi/wz_lumi,
|
| 124 |
data_lumi/zz_lumi,
|
| 125 |
data_lumi/wjets_lumi,
|
| 126 |
data_lumi/zjets_lumi,
|
| 127 |
//data_lumi/qcd_lumi,
|
| 128 |
//data_lumi/zprime_lumi,
|
| 129 |
//data_lumi/zprime_lumi,
|
| 130 |
//data_lumi/zprime_lumi,
|
| 131 |
//data_lumi/zprime_lumi,
|
| 132 |
//data_lumi/zprime_lumi,
|
| 133 |
//data_lumi/zprime_lumi,
|
| 134 |
1.,
|
| 135 |
1.,
|
| 136 |
1.,
|
| 137 |
1.,
|
| 138 |
1.,
|
| 139 |
1.
|
| 140 |
};
|
| 141 |
|
| 142 |
|
| 143 |
double qcdscales[] = { data_lumi/qcd_lumi*scale30,
|
| 144 |
data_lumi/qcd_lumi*scale31,
|
| 145 |
data_lumi/qcd_lumi*scale32,
|
| 146 |
data_lumi/qcd_lumi*scale40,
|
| 147 |
data_lumi/qcd_lumi*scale41,
|
| 148 |
data_lumi/qcd_lumi*scale42};
|
| 149 |
|
| 150 |
|
| 151 |
|
| 152 |
|
| 153 |
|
| 154 |
|
| 155 |
|
| 156 |
for (int i = 0; i < nFiles; i++) {
|
| 157 |
|
| 158 |
TFile *file = new TFile(path+filenames[i]+".root", "OPEN");
|
| 159 |
|
| 160 |
TCanvas* c1 = new TCanvas();
|
| 161 |
c1->cd();
|
| 162 |
|
| 163 |
TH1F *h1 = (TH1F*) file->Get("Skynet");
|
| 164 |
h1->SetTitle(filenames[i]);
|
| 165 |
h1->Rebin(4);
|
| 166 |
h1->GetXaxis()->SetTitle("BDT");
|
| 167 |
|
| 168 |
|
| 169 |
TH1F *skynet = new TH1F(filenames[i]+"_BDT", filenames[i]+"_BDT", 25, -1., 1.);
|
| 170 |
|
| 171 |
for (int x = 1; x <= 25; x++) {
|
| 172 |
skynet->SetBinContent(x, h1->GetBinContent(x));
|
| 173 |
}
|
| 174 |
|
| 175 |
skynet->Scale( scales[i], "" );
|
| 176 |
skynet->GetXaxis()->SetTitle("BDT");
|
| 177 |
skynet->Sumw2();
|
| 178 |
skynet->Draw("pe");
|
| 179 |
c1->Update();
|
| 180 |
|
| 181 |
f->cd();
|
| 182 |
skynet->Write();
|
| 183 |
|
| 184 |
delete c1;
|
| 185 |
delete h1;
|
| 186 |
delete skynet;
|
| 187 |
|
| 188 |
|
| 189 |
TTree *tree = (TTree*)file->Get("PATuple");
|
| 190 |
|
| 191 |
float tt;
|
| 192 |
|
| 193 |
int entries = tree->GetEntries();
|
| 194 |
TH1F *Plot = new TH1F(filenames[i]+"_MASS", filenames[i]+"Mass", nBins, VariableMin, VariableMax);
|
| 195 |
TBranch *Branch = tree->GetBranch( "unfittedEvent_ttInvariantMass" );
|
| 196 |
|
| 197 |
Branch->SetAddress(&tt);
|
| 198 |
|
| 199 |
|
| 200 |
TCanvas* c1 = new TCanvas();
|
| 201 |
c1->cd();
|
| 202 |
|
| 203 |
for ( int j = 0; j < entries; j++ ) {
|
| 204 |
Branch->GetEntry(j);
|
| 205 |
Plot->Fill(tt);
|
| 206 |
}
|
| 207 |
|
| 208 |
Plot->Scale( scales[i], "" );
|
| 209 |
Plot->Sumw2();
|
| 210 |
Plot->Draw("pe");
|
| 211 |
c1->Update();
|
| 212 |
|
| 213 |
f->cd();
|
| 214 |
|
| 215 |
Plot->Write();
|
| 216 |
|
| 217 |
|
| 218 |
delete c1;
|
| 219 |
delete Plot;
|
| 220 |
|
| 221 |
|
| 222 |
}//for i
|
| 223 |
|
| 224 |
|
| 225 |
|
| 226 |
|
| 227 |
TH1F *skynet_qcd = new TH1F("QCD_BDT", "QCD_BDT", 25, -1., 1.);
|
| 228 |
TH1F *Plot_qcd = new TH1F("QCD_MASS", "QCD_Mass", nBins, VariableMin, VariableMax);
|
| 229 |
|
| 230 |
for (int i = 0; i < qcdFiles; i++) {
|
| 231 |
|
| 232 |
TFile *file = new TFile(qcdpath+qcdfilenames[i]+".root", "OPEN");
|
| 233 |
|
| 234 |
TCanvas* c1 = new TCanvas();
|
| 235 |
c1->cd();
|
| 236 |
|
| 237 |
TH1F *h1 = (TH1F*) file->Get("Skynet");
|
| 238 |
h1->SetTitle(qcdfilenames[i]);
|
| 239 |
h1->Rebin(4);
|
| 240 |
h1->GetXaxis()->SetTitle("BDT");
|
| 241 |
|
| 242 |
|
| 243 |
TH1F *skynet = new TH1F(filenames[i]+"_BDT", filenames[i]+"_BDT", 25, -1., 1.);
|
| 244 |
|
| 245 |
for (int x = 1; x <= 25; x++) {
|
| 246 |
skynet->SetBinContent(x, h1->GetBinContent(x));
|
| 247 |
}
|
| 248 |
|
| 249 |
skynet->Scale( qcdscales[i], "" );
|
| 250 |
skynet->GetXaxis()->SetTitle("BDT");
|
| 251 |
skynet->Sumw2();
|
| 252 |
skynet->Draw("pe");
|
| 253 |
c1->Update();
|
| 254 |
|
| 255 |
skynet_qcd->Add(skynet);
|
| 256 |
|
| 257 |
f->cd();
|
| 258 |
skynet->Write();
|
| 259 |
|
| 260 |
delete c1;
|
| 261 |
delete h1;
|
| 262 |
delete skynet;
|
| 263 |
|
| 264 |
|
| 265 |
TTree *tree = (TTree*)file->Get("PATuple");
|
| 266 |
|
| 267 |
float tt;
|
| 268 |
|
| 269 |
int entries = tree->GetEntries();
|
| 270 |
TH1F *Plot = new TH1F(qcdfilenames[i]+"_MASS", qcdfilenames[i]+"Mass", nBins, VariableMin, VariableMax);
|
| 271 |
TBranch *Branch = tree->GetBranch( "unfittedEvent_ttInvariantMass" );
|
| 272 |
|
| 273 |
Branch->SetAddress(&tt);
|
| 274 |
|
| 275 |
|
| 276 |
TCanvas* c1 = new TCanvas();
|
| 277 |
c1->cd();
|
| 278 |
|
| 279 |
for ( int j = 0; j < entries; j++ ) {
|
| 280 |
Branch->GetEntry(j);
|
| 281 |
Plot->Fill(tt);
|
| 282 |
}
|
| 283 |
|
| 284 |
Plot->Scale( qcdscales[i], "" );
|
| 285 |
Plot->Sumw2();
|
| 286 |
Plot->Draw("pe");
|
| 287 |
c1->Update();
|
| 288 |
|
| 289 |
Plot_qcd->Add(Plot);
|
| 290 |
|
| 291 |
|
| 292 |
f->cd();
|
| 293 |
|
| 294 |
Plot->Write();
|
| 295 |
|
| 296 |
|
| 297 |
delete c1;
|
| 298 |
delete Plot;
|
| 299 |
|
| 300 |
|
| 301 |
}//for i
|
| 302 |
|
| 303 |
|
| 304 |
f->cd();
|
| 305 |
|
| 306 |
Plot_qcd->Write();
|
| 307 |
skynet_qcd->Write();
|
| 308 |
|
| 309 |
f->Write();
|
| 310 |
f->Close();
|
| 311 |
|
| 312 |
|
| 313 |
}//DataPlotter
|
