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up templates/v19
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‎binder/combine.ipynb‎

Lines changed: 65 additions & 13 deletions
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@@ -160,38 +160,38 @@
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},
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{
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"cell_type": "code",
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"execution_count": 36,
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"execution_count": 79,
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"id": "c6707244",
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"metadata": {},
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"outputs": [],
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"source": [
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"# get lumi\n",
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"import pickle as pkl\n",
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"\n",
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"version = \"vtest\"\n",
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"version = \"v19\"\n",
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"year = \"Run2\"\n",
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"with open(f\"../combine/templates/{version}/hists_templates_{year}.pkl\", \"rb\") as f:\n",
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" h = pkl.load(f)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 37,
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"execution_count": 76,
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"id": "ac045a42",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"Hist(\n",
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" StrCategory(['ggFpt200to300', 'ggFpt300to450', 'ggFpt450toInf', 'ggF', 'Fake'], growth=True, name='Sample'),\n",
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" StrCategory(['Data', 'EWKvjets', 'WH', 'TTbar', 'SingleTop', 'DYJets', 'Diboson', 'ttH', 'WJetsLNu', 'ZH', 'mjj1000toInf', 'VBF', 'ggFpt200to300', 'ggFpt300to450', 'ggFpt450toInf', 'ggF', 'Fake'], growth=True, name='Sample'),\n",
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" StrCategory(['nominal', 'trigger_ele_SF_up', 'trigger_ele_SF_down', 'EW_up', 'EW_down', 'weight_pdf_acceptance_up', 'weight_pdf_acceptance_down', 'weight_qcd_scale_up', 'weight_qcd_scale_down', 'weight_btagSFlightCorrelated_up', 'weight_btagSFlightCorrelated_down', 'weight_btagSFbcCorrelated_up', 'weight_btagSFbcCorrelated_down', 'weight_btagSFlight_2016_up', 'weight_btagSFlight_2016_down', 'weight_btagSFbc_2016_up', 'weight_btagSFbc_2016_down', 'weight_btagSFlight_2016APV_up', 'weight_btagSFlight_2016APV_down', 'weight_btagSFbc_2016APV_up', 'weight_btagSFbc_2016APV_down', 'weight_btagSFlight_2017_up', 'weight_btagSFlight_2017_down', 'weight_btagSFbc_2017_up', 'weight_btagSFbc_2017_down', 'weight_btagSFlight_2018_up', 'weight_btagSFlight_2018_down', 'weight_btagSFbc_2018_up', 'weight_btagSFbc_2018_down', 'weight_pileup_id_up', 'weight_pileup_id_down', 'weight_PSFSR_up', 'weight_PSFSR_down', 'weight_PSISR_up', 'weight_PSISR_down', 'weight_d1kappa_EW_up', 'weight_d1kappa_EW_down', 'weight_Z_d2kappa_EW_up', 'weight_Z_d2kappa_EW_down', 'weight_Z_d3kappa_EW_up', 'weight_Z_d3kappa_EW_down', 'weight_ele_id_up', 'weight_ele_id_down', 'weight_ele_reco_up', 'weight_ele_reco_down', 'weight_mu_isolation_up', 'weight_mu_isolation_down', 'weight_mu_id_stat_up', 'weight_mu_id_stat_down', 'weight_mu_id_syst_up', 'weight_mu_id_syst_down', 'weight_mu_trigger_iso_up', 'weight_mu_trigger_iso_down', 'weight_mu_trigger_noniso_up', 'weight_mu_trigger_noniso_down', 'weight_TopPtReweight_up', 'weight_TopPtReweight_down', 'weight_pileup_2016_up', 'weight_pileup_2016_down', 'weight_PSFSR_wjets_2016_up', 'weight_PSFSR_wjets_2016_down', 'weight_L1Prefiring_2016_up', 'weight_L1Prefiring_2016_down', 'weight_pileup_2016APV_up', 'weight_pileup_2016APV_down', 'weight_PSFSR_wjets_2016APV_up', 'weight_PSFSR_wjets_2016APV_down', 'weight_L1Prefiring_2016APV_up', 'weight_L1Prefiring_2016APV_down', 'weight_pileup_2017_up', 'weight_pileup_2017_down', 'weight_PSFSR_wjets_2017_up', 'weight_PSFSR_wjets_2017_down', 'weight_L1Prefiring_2017_up', 'weight_L1Prefiring_2017_down', 'weight_pileup_2018_up', 'weight_pileup_2018_down', 'weight_PSFSR_wjets_2018_up', 'weight_PSFSR_wjets_2018_down', 'JES_FlavorQCD_up', 'JES_FlavorQCD_down', 'JES_RelativeBal_up', 'JES_RelativeBal_down', 'JES_HF_up', 'JES_HF_down', 'JES_BBEC1_up', 'JES_BBEC1_down', 'JES_EC2_up', 'JES_EC2_down', 'JES_Absolute_up', 'JES_Absolute_down', 'UES_up', 'UES_down', 'JES_BBEC1_2016_up', 'JES_BBEC1_2016_down', 'JES_RelativeSample_2016_up', 'JES_RelativeSample_2016_down', 'JES_EC2_2016_up', 'JES_EC2_2016_down', 'JES_HF_2016_up', 'JES_HF_2016_down', 'JES_Absolute_2016_up', 'JES_Absolute_2016_down', 'JER_2016_up', 'JER_2016_down', 'JMR_2016_up', 'JMR_2016_down', 'JMS_2016_up', 'JMS_2016_down', 'JES_BBEC1_2016APV_up', 'JES_BBEC1_2016APV_down', 'JES_RelativeSample_2016APV_up', 'JES_RelativeSample_2016APV_down', 'JES_EC2_2016APV_up', 'JES_EC2_2016APV_down', 'JES_HF_2016APV_up', 'JES_HF_2016APV_down', 'JES_Absolute_2016APV_up', 'JES_Absolute_2016APV_down', 'JER_2016APV_up', 'JER_2016APV_down', 'JMR_2016APV_up', 'JMR_2016APV_down', 'JMS_2016APV_up', 'JMS_2016APV_down', 'JES_BBEC1_2017_up', 'JES_BBEC1_2017_down', 'JES_RelativeSample_2017_up', 'JES_RelativeSample_2017_down', 'JES_EC2_2017_up', 'JES_EC2_2017_down', 'JES_HF_2017_up', 'JES_HF_2017_down', 'JES_Absolute_2017_up', 'JES_Absolute_2017_down', 'JER_2017_up', 'JER_2017_down', 'JMR_2017_up', 'JMR_2017_down', 'JMS_2017_up', 'JMS_2017_down', 'JES_BBEC1_2018_up', 'JES_BBEC1_2018_down', 'JES_RelativeSample_2018_up', 'JES_RelativeSample_2018_down', 'JES_EC2_2018_up', 'JES_EC2_2018_down', 'JES_HF_2018_up', 'JES_HF_2018_down', 'JES_Absolute_2018_up', 'JES_Absolute_2018_down', 'JER_2018_up', 'JER_2018_down', 'JMR_2018_up', 'JMR_2018_down', 'JMS_2018_up', 'JMS_2018_down', 'FR_stat_Up', 'FR_stat_Down', 'EWK_SF_Up', 'EWK_SF_Down'], growth=True, name='Systematic'),\n",
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" StrCategory(['VBF'], growth=True, name='Region'),\n",
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" StrCategory(['VBF', 'ggFpt250to350', 'ggFpt350to500', 'ggFpt500toInf', 'WJetsCR', 'TopCR'], growth=True, name='Region'),\n",
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" Variable([75, 95, 115, 135, 155, 175, 195, 215, 235], name='mass_observable', label='Higgs reconstructed mass [GeV]'),\n",
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" storage=Weight()) # Sum: WeightedSum(value=479.993, variance=6.57083) (WeightedSum(value=487.132, variance=6.74091) with flow)"
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" storage=Weight()) # Sum: WeightedSum(value=2.30656e+06, variance=1.60248e+06) (WeightedSum(value=2.59663e+06, variance=1.80048e+06) with flow)"
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]
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},
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"execution_count": 37,
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"execution_count": 76,
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"metadata": {},
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"output_type": "execute_result"
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}
@@ -202,26 +202,78 @@
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},
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{
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"cell_type": "code",
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"execution_count": 39,
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"id": "0fd202da",
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"execution_count": 123,
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"id": "42745855",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"array([ 43.32175251, 83.59237614, 142.94556479, 179.7033345 ,\n",
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" 168.2463245 , 142.88461987, 111.70961338, 68.35236569])"
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]
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},
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"execution_count": 123,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"h17[{\"Sample\": \"TTbar\", \"Region\": \"WJetsCR\", \"Systematic\": \"JER_2018_down\"}].values()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 124,
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"id": "a6bb4809",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"array([ 86.64350501, 167.18475228, 285.89112958, 359.40666901,\n",
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" 336.49264899, 285.76923973, 223.41922675, 136.70473138])"
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]
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},
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"execution_count": 124,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"h19[{\"Sample\": \"TTbar\", \"Region\": \"WJetsCR\", \"Systematic\": \"JER_2018_down\"}].values()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 99,
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"id": "76b1e85e",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"array([0.06911826, 0.001 , 0.001 , 0.00278477, 0.001 ,\n",
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" 0.0490055 , 0.001 , 0.001 ])"
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"array([ 86.09231681, 167.56327396, 286.76986975, 360.7549742 ,\n",
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" 336.1691917 , 284.3532072 , 220.93714581, 139.37088821])"
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]
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},
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"execution_count": 39,
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"execution_count": 99,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"h[{\"Sample\": \"Fake\", \"Region\": \"VBF\", \"Systematic\": \"nominal\"}].values()"
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"h20[{\"Sample\": \"TTbar\", \"Region\": \"WJetsCR\", \"Systematic\": \"JER_2018_down\"}].values()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "9a3af5b2",
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"metadata": {},
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"outputs": [],
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"source": []
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},
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{
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"cell_type": "code",
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"execution_count": 40,

‎combine/config_make_templates.yaml‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -20,9 +20,9 @@ regions_sel:
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"ggFpt350to500": (n_bjets_T==0) & (THWW>0.93) & ( (mjj<1000) | (deta<3.5) | (NumOtherJets<2) ) & (rec_higgs_pt>350) & (rec_higgs_pt<500) & (VH_fj_VScore<0.9)
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"ggFpt500toInf": (n_bjets_T==0) & (THWW>0.93) & ( (mjj<1000) | (deta<3.5) | (NumOtherJets<2) ) & (rec_higgs_pt>500) & (VH_fj_VScore<0.9)
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"WJetsCR": (n_bjets_T==0) & (THWW<0.905) & (rec_higgs_pt>250) & (NumFatjets>=2)
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"WJetsCRpt250to350": (n_bjets_T==0) & (THWW<0.905) & (rec_higgs_pt>250) & (NumFatjets>=2) & (rec_higgs_pt<350)
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"WJetsCRpt350to500": (n_bjets_T==0) & (THWW<0.905) & (rec_higgs_pt>350) & (NumFatjets>=2) & (rec_higgs_pt<500)
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"WJetsCRpt500toInf": (n_bjets_T==0) & (THWW<0.905) & (rec_higgs_pt>500) & (NumFatjets>=2)
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# "WJetsCRpt250to350": (n_bjets_T==0) & (THWW<0.905) & (rec_higgs_pt>250) & (NumFatjets>=2) & (rec_higgs_pt<350)
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# "WJetsCRpt350to500": (n_bjets_T==0) & (THWW<0.905) & (rec_higgs_pt>350) & (NumFatjets>=2) & (rec_higgs_pt<500)
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# "WJetsCRpt500toInf": (n_bjets_T==0) & (THWW<0.905) & (rec_higgs_pt>500) & (NumFatjets>=2)
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"TopCR": (n_bjets_T>0) & (rec_higgs_pt>250) & (THWW>0.90)
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samples_dir:

‎combine/templates/v19/hists_templates_Run2.pkl‎

-1.25 MB
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