{"dcterms:modified":"2025-06-13","dcterms:creator":"bonndata-sandbox","@type":"ore:ResourceMap","schema:additionalType":"Dataverse OREMap Format v1.0.1","dvcore:generatedBy":{"@type":"schema:SoftwareApplication","schema:name":"Dataverse","schema:version":"6.6 build 1829-192cdc4","schema:url":"https://github.com/iqss/dataverse"},"@id":"https://bonndata-test.hrz.uni-bonn.de/api/datasets/export?exporter=OAI_ORE&persistentId=https://doi.org/10.80624/FK2/UGUESL","ore:describes":{"citation:freeKeyword":[{"citation:freeKeywordValue":"High Energy Physics"},{"citation:freeKeywordValue":"Deep Learning"}],"software":[{"citation:softwareName":"ROOT"},{"citation:softwareName":"pandas"}],"publication":[{"publicationCitation":"CMS collaboration (2017). Simulated dataset DYToMuMu_M-20_CT10_8TeV-powheg-pythia6 in AODSIM format for 2012 collision data. CERN Open Data Portal. DOI:10.7483/OPENDATA.CMS.UQL1.0C31","publicationIDType":"doi","publicationIDNumber":"10.7483/OPENDATA.CMS.UQL1.0C31","publicationURL":"https://opendata.cern.ch/record/7741","publicationRelationType":"Cites"},{"publicationCitation":"PLACEHOLDER, this will be for the paper when it comes out on arxiv","publicationRelationType":"Cites"}],"citation:dsDescription":{"citation:dsDescriptionValue":"This is just for testing purposes.
\nThis dataset contains pandas DataFrames that represent filtered versions of CMS Open Data (in the form of ROOT files) available on the CERN OpenData Portal. \nThis dataset specifically contains data from a DYToMuMu process (Drell-Yan process resulting in two Muons in the final state), which is a simulated process created during the 2012 LHC run.
\nA total of 121 (99 for real collision data) relevant variables are contained in the filtered pandas DataFrames that can be found here. A list of variables can be found below, for a full explanation of them, please refer to the following paper (PLACEHOLDER, REFERENCE PAPER HERE):
\nnEvent, runNum, lumisection, evtNum;
\nnMuon, vecMuon_PT, vecMuon_Eta, vecMuon_Phi, vecMuon_PTErr, vecMuon_Q, vecMuon_StaPt, vecMuon_StaEta, vecMuon_StaPhi, vecMuon_TrkIso03, vecMuon_EcalIso03, vecMuon_HcalIso03;
\nnVertex, vecVertex_nTracksfit, vecVertex_ndof, vecVertex_Chi2, vecVertex_X, vecVertex_Y, vecVertex_Z;
\nnEle, vecEle_PT, vecEle_Eta, vecEle_Phi, vecEle_Q, vecEle_TrkIso03, vecEle_EcalIso03, vecEle_HcalIso03, vecEle_D0, vecEle_Dz;
\nnTau, vecTau_PT, vecTau_Eta, vecTau_Phi, vecTau_Q, vecTau_RawIso3Hits, vecTau_RawIsoMVA3oldDMwoLT, vecTau_RawIsoMVA3oldDMwLT, vecTau_RawIsoMVA3newDMwoLT, vecTau_RawIsoMVA3newDMwLT;
\nnPhoton, vecPhoton_PT, vecPhoton_Eta, vecPhoton_Phi, vecPhoton_Hovere, vecPhoton_Sthovere, vecPhoton_HasPixelSeed, vecPhoton_IsConv, vecPhoton_PassElectronVeto;
\nnMctruth, vecMctruth_PT, vecMctruth_Eta, vecMctruth_Phi, vecMctruth_Id_1, vecMctruth_Id_2, vecMctruth_X_1, vecMctruth_X_2, vecMctruth_PdgId, vecMctruth_Status, vecMctruth_Y, vecMctruth_Mass, vecMctruth_Mothers.first, vecMctruth_Mothers.second;
\nnJets, vecJet_PT, vecJet_Eta, vecJet_Phi, vecJet_D0, vecJet_Dz, vecJet_nCharged, vecJet_nNeutrals, vecJet_nParticles, vecJet_Beta, vecJet_BetaStar, vecJet_dR2Mean, vecJet_Q, vecJet_Mass, vecJet_Area, vecJet_Energy, vecJet_chEmEnergy, vecJet_neuEmEnergy, vecJet_chHadEnergy, vecJet_neuHadEnergy, vecJet_ID, vecJet_Num, vecJet_mcFlavor, vecJet_GenPT, vecJet_GenEta, vecJet_GenPhi, vecJet_GenMass, vecJet_flavorMatchPT, vecJet_JEC, vecJet_MatchIdx;
\nnPF, vecPF_PT, vecPF_Eta, vecPF_Phi, vecPF_Mass, vecPF_E, vecPF_Q, vecPF_PfType, vecPF_EcalE, vecPF_HcalE, vecPF_ndof, vecPF_Chi2, vecPF_pvId, vecPF_X, vecPF_Y, vecPF_Z, vecPF_JetNum;
\nfMET_PT, fMET_Eta, fMET_Phi;
\nHLT_Mu17_Mu8, HLT_Mu24, HLT_MET120_v, HLT_Ele27, HLT_HT350.
\n\nFor the datasets containing data from real collisions at the LHC, the following variables are NOT contained:
\nnMctruth, vecMctruth_PT, vecMctruth_Eta, vecMctruth_Phi, vecMctruth_Id_1, vecMctruth_Id_2, vecMctruth_X_1, vecMctruth_X_2, vecMctruth_PdgId, vecMctruth_Status, vecMctruth_Y, vecMctruth_Mass, vecMctruth_Mothers.first, vecMctruth_Mothers.second;
\nvecJet_mcFlavor, vecJet_GenPT, vecJet_GenEta, vecJet_GenPhi, vecJet_GenMass, vecJet_flavorMatchPT, vecJet_JEC, vecJet_MatchIdx
"},"author":{"citation:authorName":"Saala, Timo","citation:authorAffiliation":"Physikalisches Institut Universität Bonn"},"contributor":[{"citation:contributorType":"Data Manager","citation:contributorName":"Saala Timo"},{"citation:contributorType":"Project Leader","citation:contributorName":"Schott Matthias"}],"citation:datasetContact":{"citation:datasetContactName":"Saala, Timo","citation:datasetContactAffiliation":"Physikalisches Institut Universität Bonn","citation:datasetContactEmail":"tsaala@uni-bonn.de"},"citation:producer":{"citation:producerName":"Schott Matthias","citation:producerAffiliation":"Physikalisches Institut Universität Bonn"},"grantNumber":{"citation:grantNumberAgency":"PLACEHOLDER ASK MATTHIAS","citation:grantNumberValue":"PLACEHOLDER"},"citation:notesText":"This dataset is derived from datasets found on the CERN OpenData portal. The original dataset is a simulated dataset from the 2012 run at the LHC, representing a Drell-Yan process resulting in two final state Muons.
\nA GitHub containing all necessarry code and a tutorial in order to re-produce the given dataset, or produce more data from either the same or different original CMS Open Data can be found here ","relatedDatasets":"CMS collaboration (2017). Simulated dataset DYToMuMu_M-20_CT10_8TeV-powheg-pythia6 in AODSIM format for 2012 collision data. CERN Open Data Portal. DOI:10.7483/OPENDATA.CMS.UQL1.0C31","citation:characteristicOfSources":"CMS Open Data from the CERN OpenData Portal","kindOfData":"Tabular Data (pandas DataFrames)","citation:depositor":"Saala, Timo","dataSources":"CMS collaboration (2017). Simulated dataset DYToMuMu_M-20_CT10_8TeV-powheg-pythia6 in AODSIM format for 2012 collision data. CERN Open Data Portal. 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