<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5" xml:lang="en"><docDscr><citation><titlStmt><titl xml:lang="en">DYToMuMu_M-20_CT10_TuneZ2star_v2_8TeV</titl><IDNo agency="DOI">doi:10.80624/FK2/UGUESL</IDNo></titlStmt><distStmt><distrbtr source="archive">bonndata-sandbox</distrbtr><distDate>2024-12-23</distDate></distStmt><verStmt source="archive"><version date="2025-01-03" type="RELEASED">1</version></verStmt><biblCit>Saala, Timo, 2024, "DYToMuMu_M-20_CT10_TuneZ2star_v2_8TeV", https://doi.org/10.80624/FK2/UGUESL, bonndata-sandbox, V1</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl xml:lang="en">DYToMuMu_M-20_CT10_TuneZ2star_v2_8TeV</titl><subTitl>This is just a test</subTitl><IDNo agency="DOI">doi:10.80624/FK2/UGUESL</IDNo></titlStmt><rspStmt><AuthEnty affiliation="Physikalisches Institut Universität Bonn">Saala, Timo</AuthEnty><othId role="Data Manager">Saala Timo</othId><othId role="Project Leader">Schott Matthias</othId></rspStmt><prodStmt><producer affiliation="Physikalisches Institut Universität Bonn">Schott Matthias</producer><software>ROOT</software><software>pandas</software><grantNo agency="PLACEHOLDER ASK MATTHIAS">PLACEHOLDER</grantNo></prodStmt><distStmt><distrbtr source="archive">bonndata-sandbox</distrbtr><contact affiliation="Physikalisches Institut Universität Bonn" email="tsaala@uni-bonn.de">Saala, Timo</contact><depositr>Saala, Timo</depositr><depDate>2024-12-23</depDate></distStmt><holdings URI="https://doi.org/10.80624/FK2/UGUESL"/></citation><stdyInfo><subject><keyword xml:lang="en">Computer and Information Science</keyword><keyword xml:lang="en">Physics</keyword></subject><abstract xml:lang="en">This is just for testing purposes. &lt;br>
This dataset contains pandas DataFrames that represent filtered versions of CMS Open Data (in the form of ROOT files) available on the CERN OpenData Portal. 
This 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. &lt;br> &lt;br>
A 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): &lt;br>
nEvent, runNum, lumisection, evtNum; &lt;br>
nMuon, vecMuon_PT, vecMuon_Eta, vecMuon_Phi, vecMuon_PTErr, vecMuon_Q, vecMuon_StaPt, vecMuon_StaEta, vecMuon_StaPhi, vecMuon_TrkIso03, vecMuon_EcalIso03, vecMuon_HcalIso03; &lt;br>
nVertex, vecVertex_nTracksfit, vecVertex_ndof, vecVertex_Chi2, vecVertex_X, vecVertex_Y, vecVertex_Z; &lt;br>
nEle, vecEle_PT, vecEle_Eta, vecEle_Phi, vecEle_Q, vecEle_TrkIso03, vecEle_EcalIso03, vecEle_HcalIso03, vecEle_D0, vecEle_Dz; &lt;br>
nTau, vecTau_PT, vecTau_Eta, vecTau_Phi, vecTau_Q, vecTau_RawIso3Hits, vecTau_RawIsoMVA3oldDMwoLT, vecTau_RawIsoMVA3oldDMwLT, vecTau_RawIsoMVA3newDMwoLT, vecTau_RawIsoMVA3newDMwLT; &lt;br>
nPhoton, vecPhoton_PT, vecPhoton_Eta, vecPhoton_Phi, vecPhoton_Hovere, vecPhoton_Sthovere, vecPhoton_HasPixelSeed, vecPhoton_IsConv, vecPhoton_PassElectronVeto; &lt;br>
nMctruth, 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; &lt;br>
nJets, 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; &lt;br>
nPF, 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; &lt;br>
fMET_PT, fMET_Eta, fMET_Phi; &lt;br>
HLT_Mu17_Mu8, HLT_Mu24, HLT_MET120_v, HLT_Ele27, HLT_HT350. &lt;br> &lt;br>

For the datasets containing data from real collisions at the LHC, the following variables are NOT contained: &lt;br>
nMctruth, 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; &lt;br>
vecJet_mcFlavor, vecJet_GenPT, vecJet_GenEta, vecJet_GenPhi, vecJet_GenMass, vecJet_flavorMatchPT, vecJet_JEC, vecJet_MatchIdx &lt;br></abstract><sumDscr><dataKind>Tabular Data (pandas DataFrames)</dataKind></sumDscr><notes>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. &lt;br>
A 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 &lt;a href="https://github.com/TSaala/OpenDataToDataFrame"> here &lt;/a></notes></stdyInfo><method><dataColl><sources><dataSrc>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</dataSrc><srcChar>CMS Open Data from the CERN OpenData Portal</srcChar><srcDocu>Website: https://opendata.cern.ch/
Documentation: https://opendata.cern.ch/search?q=&amp;f=type%3ADocumentation&amp;l=list&amp;order=desc&amp;p=1&amp;s=10&amp;sort=mostrecent

Everything is openly accessible</srcDocu></sources></dataColl><anlyInfo/></method><dataAccs><setAvail/><useStmt/><notes type="DVN:TOU" level="dv">&lt;a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0&lt;/a></notes></dataAccs><othrStdyMat><relMat>PLACEHOLDER, eventually our paper will come here I believe
PLACEHOLDER, also probably our github with the guide?</relMat><relStdy>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</relStdy><relPubl><citation><titlStmt><titl>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</titl><IDNo agency="doi">10.7483/OPENDATA.CMS.UQL1.0C31</IDNo></titlStmt><biblCit>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</biblCit></citation><ExtLink URI="https://opendata.cern.ch/record/7741"/></relPubl><relPubl><citation><titlStmt><titl>PLACEHOLDER, this will be for the paper when it comes out on arxiv</titl></titlStmt><biblCit>PLACEHOLDER, this will be for the paper when it comes out on arxiv</biblCit></citation></relPubl></othrStdyMat></stdyDscr><otherMat ID="f52049" URI="https://bonndata-test.hrz.uni-bonn.de/api/access/datafile/52049" level="datafile"><labl>DYToMuMu_M-20_CT10_TuneZ2star_v2_8TeV_0.feather</labl><txt>pandas DataFrame derived from filtered simulated DYToMuMu (Drell-Yan process resulting in two Muons in the final state) events produced during the 2012 LHC run by CMS.</txt><notes level="file" type="DATAVERSE:CONTENTTYPE" subject="Content/MIME Type">application/octet-stream</notes></otherMat><otherMat ID="f52046" URI="https://bonndata-test.hrz.uni-bonn.de/api/access/datafile/52046" 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