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CMS Data Analysis

CMS Data Analysis. Available Data Sets. 2000 di-muon events around the J/ ψ 2000 di-electron events around the J/ ψ 2000 di-electron events around the Υ 100,000 di-muon events in the invariant mass range 2-110 GeV 100,000 di-electron events in the invariant mass range 2-110 GeV

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CMS Data Analysis

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  1. CMS Data Analysis

  2. Available Data Sets • 2000 di-muon events around the J/ψ • 2000 di-electron events around the J/ψ • 2000 di-electron events around the Υ • 100,000 di-muon events in the invariant mass range 2-110 GeV • 100,000 di-electron events in the invariant mass range 2-110 GeV • 500 di-electron events around the Z boson • 500 di-muon events around the Z boson • 500 events of W to eν • 500 events of W to μν • 13 Higgs candidate events: H to γγ, 4e, 2e2μ, 4μ • ~50 1/pb single muons for top quark analysis (508,561 events)

  3. Available Data Sets • 2000 di-muon events around the J/ψ • 2000 di-electron events around the J/ψ • 2000 di-electron events around the Υ • 100,000 di-muon events in the invariant mass range 2-110 GeV • 100,000 di-electron events in the invariant mass range 2-110 GeV • 500 di-electron events around the Z boson • 500 di-muon events around the Z boson • 500 events of W to eν • 500 events of W to μν • 13 Higgs candidate events: H to γγ, 4e, 2e2μ, 4μ • ~50 1/pb single muons for top quark analysis (508,561 events)

  4. Available Data Sets • 2000 di-muon events around the J/ψ • 2000 di-electron events around the J/ψ • 2000 di-electron events around the Υ • 100,000 di-muon events in the invariant mass range 2-110 GeV • 100,000 di-electron events in the invariant mass range 2-110 GeV • 500 di-electron events around the Z boson • 500 di-muon events around the Z boson • 500 events of W to eν • 500 events of W to μν • 13 Higgs candidate events: H to γγ, 4e, 2e2μ, 4μ • ~50 1/pb single muons for top quark analysis (508,561 events)

  5. Whythe tt̄ Data Set? • Reasons for chosing the tt̄ data set: • well-designed accompanying activity • activity requires use of simulated data to determine cuts and efficiencies • provides an opportunity to learn Linux, C++, and ROOT

  6. Preparatory Activity • Dan Karmgard downloaded data and several example programs to his local Linux machine • created individual accounts for each member of the group • We used MobaXterm to give us virtual terminals on that machine to access the data • We studied C++ for aproximately two weeks before starting work with ROOT

  7. tt̄ Events

  8. Beginnings of Top Analysis:Diagnostic Plots • The following plots demonstrate that we can access, read, and histogram data using ROOT

  9. Beginnings of Top Analysis:Diagnostic Plots • Muons

  10. Beginnings of Top Analysis:Diagnostic Plots • Electrons

  11. Beginnings of Top Analysis:Diagnostic Plots • Photons

  12. Beginnings of Top Analysis:Diagnostic Plots • Jets

  13. Beginnings of Top Analysis:Diagnostic Plots • MET

  14. Dimuon Mass Plots

  15. Enriching the Top Content of the Data Sample: Strategy • Identify measured quantities that allow us to distinguish between tt̄ events and expected background • Number of simulated events • tt̄: 383,167 (signal) • Drell-Yan: 109,656 (background) • W + Jets: 76,196 (background) • QCD: 137 (background) total: 569,156

  16. Enriching the Top Content of the Data Sample

  17. Enriching the Top Content of the Data Sample • NJets

  18. Enriching the Top Content of the Data Sample • bTags

  19. Enriching the Top Content of the Data Sample • MET

  20. Enriching the Top Content • Angular Distribution

  21. Plans for Next Summer • Continue tt̄ analysis • Develop a set of cuts • Determine efficiencies • Create tt̄ mass plots • Calculate tt̄ cross-section and mass

  22. Conclusions • We’ve made substantial progress toward analyzing CMS data in its native format • We are in a good position to finish the tt̄ analysis by the end of next summer • We are better poised to access and analyze CMS data in general • In celebration of CERN’s 60th anniversary, CMS is releasing 27.3 Terabytes of data in September 2014 • We plan to be ready!

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