diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/data.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/data.yaml new file mode 100644 index 0000000000..0b10ffdb22 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/data.yaml @@ -0,0 +1,23 @@ +data_central: +- 577150.0 +- 576870.0 +- 581750.0 +- 586070.0 +- 586330.0 +- 599070.0 +- 596750.0 +- 604170.0 +- 606930.0 +- 593400.0 +- 558460.0 +- 436450.0 +- 432780.0 +- 429290.0 +- 423380.0 +- 413640.0 +- 405260.0 +- 388020.0 +- 377510.0 +- 365820.0 +- 344700.0 +- 319040.0 diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/filter.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/filter.py new file mode 100644 index 0000000000..0a28efddf3 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/filter.py @@ -0,0 +1,93 @@ +""" +When running `python filter.py` the relevant data yaml +file will be created in the `nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB` directory. +""" + +import yaml +from filter_utils import get_data_values, get_kinematics, get_systematics + +from nnpdf_data.filter_utils.utils import prettify_float + +yaml.add_representer(float, prettify_float) + + +def filter_ATLAS_WPWM_7TEV_46FB_data_kinematic(): + """ + This function writes the central values to yaml files. + """ + central_values = list(get_data_values()) + + kin = get_kinematics() + + data_central_yaml = {"data_central": central_values} + + kinematics_yaml = {"bins": kin} + + # write central values and kinematics to yaml file + with open("data.yaml", "w") as file: + yaml.dump(data_central_yaml, file, sort_keys=False) + + with open("kinematics.yaml", "w") as file: + yaml.dump(kinematics_yaml, file, sort_keys=False) + + +def filter_ATLAS_WPWM_7TEV_46FB_systematics(): + """ + This function writes the systematics to a yaml file. + """ + + with open("metadata.yaml", "r") as file: + metadata = yaml.safe_load(file) + + systematics = get_systematics() + + # error definition + error_definitions = {} + errors = [] + + counter = 1 + + for sys in systematics: + if sys[0]['name'] == 'stat': + error_definitions[sys[0]['name']] = { + "description": "Uncorrelated statistical uncertainties", + "treatment": "ADD", + "type": "UNCORR", + } + elif 'UNCORR' in sys[0]['name']: + error_definitions['sys_corr_' + str(counter)] = { + "description": "Sys uncertainty idx: " + str(counter), + "treatment": "MULT", + "type": "UNCORR", + } + counter += 1 + else: + error_definitions['sys_corr_' + str(counter)] = { + "description": "Sys uncertainty idx: " + str(counter), + "treatment": "MULT", + "type": f"{sys[0]['name']}", + } + counter += 1 + + for i in range(metadata['implemented_observables'][0]['ndata']): + error_value = {} + counter_2 = 0 + for sys in systematics: + if counter_2 == 0: + error_value[sys[0]['name']] = float(sys[0]['values'][i]) + else: + error_value['sys_corr_' + str(counter_2)] = float(sys[0]['values'][i]) + counter_2 += 1 + + errors.append(error_value) + + uncertainties_yaml = {"definitions": error_definitions, "bins": errors} + + # write uncertainties + with open(f"uncertainties.yaml", 'w') as file: + yaml.dump(uncertainties_yaml, file, sort_keys=False) + + +if __name__ == "__main__": + filter_ATLAS_WPWM_7TEV_46FB_data_kinematic() + filter_ATLAS_WPWM_7TEV_46FB_systematics() diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/filter_utils.py b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/filter_utils.py new file mode 100644 index 0000000000..127caa270c --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/filter_utils.py @@ -0,0 +1,116 @@ +""" +This module contains helper functions that are used to extract the data values +from the rawdata files. +""" + +import yaml +import pandas as pd +import numpy as np + + +def get_data_values(): + """ + returns the central data values in the form of a list. + """ + + data_central = [] + + hepdata_table_1 = f"rawdata/HEPData-ins1502620-v1-Table_9.yaml" + hepdata_table_2 = f"rawdata/HEPData-ins1502620-v1-Table_10.yaml" + + with open(hepdata_table_1, 'r') as file: + input_1 = yaml.safe_load(file) + + with open(hepdata_table_2, 'r') as file: + input_2 = yaml.safe_load(file) + + values_1 = input_1['dependent_variables'][0]['values'] + values_2 = input_2['dependent_variables'][0]['values'] + + values = values_1 + values_2 + + for value in values: + # store data central and convert the units + data_central.append(value['value'] * 1000) + + return data_central + + +def get_kinematics(): + """ + returns the kinematics in the form of a list of dictionaries. + """ + kin = [] + + hepdata_table_1 = f"rawdata/HEPData-ins1502620-v1-Table_9.yaml" + hepdata_table_2 = f"rawdata/HEPData-ins1502620-v1-Table_10.yaml" + + with open(hepdata_table_1, 'r') as file: + input_1 = yaml.safe_load(file) + + with open(hepdata_table_2, 'r') as file: + input_2 = yaml.safe_load(file) + + for i, M in enumerate(input_1["independent_variables"][0]['values']): + + kin_value = { + 'abs_eta': { + 'min': None, + 'mid': (0.5 * (M['low'] + M['high'])), + 'max': None, + }, # absolute lepton eta + 'm_W2': {'min': None, 'mid': 6463.838404, 'max': None}, + 'sqrts': {'min': None, 'mid': 7000.0, 'max': None}, + } + + kin.append(kin_value) + + for i, M in enumerate(input_2["independent_variables"][0]['values']): + + kin_value = { + 'abs_eta': { + 'min': None, + 'mid': (0.5 * (M['low'] + M['high'])), + 'max': None, + }, # absolute lepton eta + 'm_W2': {'min': None, 'mid': 6463.838404, 'max': None}, + 'sqrts': {'min': None, 'mid': 7000.0, 'max': None}, + } + + kin.append(kin_value) + + return kin + + +def get_systematics_dataframe(): + """ + returns the absolute systematic uncertainties in the form of a pandas dataframe. + """ + sys_rawdata_path = "rawdata/wzrap11_full.csv" + + df = pd.read_csv(sys_rawdata_path) + data_central = np.array(get_data_values()) + + # convert (MULT) percentage unc to absolute unc + abs_unc_df = (df.T[2:] * data_central).T / 100 + + return abs_unc_df + + +def get_systematics(): + """ """ + abs_unc_df = get_systematics_dataframe() + + uncertainties = [] + + for i, unc_dp in enumerate(abs_unc_df.values.T): + name = f"{abs_unc_df.columns[i]}" + values = [unc_dp[j] for j in range(len(unc_dp))] + uncertainties.append([{"name": name, "values": values}]) + + return uncertainties + + +if __name__ == "__main__": + get_data_values() + get_systematics_dataframe() diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/kinematics.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/kinematics.yaml new file mode 100644 index 0000000000..d058f7e862 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/kinematics.yaml @@ -0,0 +1,265 @@ +bins: +- abs_eta: + min: null + mid: 0.105 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 0.315 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 0.525 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 0.735 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 9.45000000e-01 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.21 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.445 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.63 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.845 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 2.065 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 2.34 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 0.105 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 0.315 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 0.525 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 0.735 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 9.45000000e-01 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.21 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.445 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.63 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 1.845 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 2.065 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null +- abs_eta: + min: null + mid: 2.34 + max: null + m_W2: + min: null + mid: 6.46383840e+03 + max: null + sqrts: + min: null + mid: 7000.0 + max: null diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/metadata.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/metadata.yaml index 67804678c9..9b9524e257 100644 --- a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/metadata.yaml +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/metadata.yaml @@ -1,6 +1,6 @@ setname: ATLAS_WPWM_7TEV_46FB -version: 1 -version_comment: Port of old commondata +version: 2 +version_comment: Reimplementation of old commondata nnpdf_metadata: nnpdf31_process: DY CC experiment: ATLAS @@ -10,7 +10,7 @@ arXiv: iNSPIRE: url: '' hepdata: - url: 10.17182/hepdata.76541.v1/t9-t10 + url: https://www.hepdata.net/record/ins1502620 version: -1 implemented_observables: - observable_name: CC-ETA @@ -18,12 +18,12 @@ implemented_observables: description: Drell-Yan Rapidity Distribution label: ATLAS $W$ 7 TeV 2011 Central selection units: '' - process_type: EWK_RAP - tables: [] + process_type: DY_W_ETA + tables: [9,10] npoints: [] ndata: 22 plotting: - kinematics_override: ewk_rap_sqrt_scale + kinematics_override: identity dataset_label: ATLAS $W$ 7 TeV 2011 Central selection x_label: $\left\|\eta/y\right|$ y_label: $d\sigma/dy$ (fb) @@ -57,36 +57,37 @@ implemented_observables: - $W^-$ - $W^-$ - $W^-$ - plot_x: k1 + plot_x: abs_eta kinematic_coverage: - - k1 - - k2 - - k3 + - abs_eta + - m_W2 + - sqrts kinematics: variables: - k1: - description: Variable k1 - label: k1 + abs_eta: + description: Absolute lepton pseudorapidity + label: abs_eta units: '' - k2: - description: Variable k2 - label: k2 - units: '' - k3: - description: Variable k3 - label: k3 - units: '' - file: kinematics_CC-ETA.yaml + m_W2: + description: Squared mass of the W boson + label: m_W2 + units: 'GeV2' + sqrts: + description: Square root of the center of mass energy + label: sqrts + units: 'GeV' + file: kinematics.yaml theory: conversion_factor: 1000.0 operation: 'null' FK_tables: - - ATLAS_WP_7TEV - ATLAS_WM_7TEV - data_uncertainties: [] + data_uncertainties: + - uncertainties.yaml variants: legacy: data_uncertainties: - uncertainties_legacy_CC-ETA.yaml - data_central: data_legacy_CC-ETA.yaml + data_central: data.yaml ported_from: ATLASWRAP11CC diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/HEPData-ins1502620-v1-Table_10.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/HEPData-ins1502620-v1-Table_10.yaml new file mode 100644 index 0000000000..9970522c8f --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/HEPData-ins1502620-v1-Table_10.yaml @@ -0,0 +1,92 @@ + +independent_variables: +- header: {name: absolute lepton eta} + values: + - {low: 0.00, high: 0.21} + - {low: 0.21, high: 0.42} + - {low: 0.42, high: 0.63} + - {low: 0.63, high: 0.84} + - {low: 0.84, high: 1.05} + - {low: 1.05, high: 1.37} + - {low: 1.37, high: 1.52} + - {low: 1.52, high: 1.74} + - {low: 1.74, high: 1.95} + - {low: 1.95, high: 2.18} + - {low: 2.18, high: 2.50} + +dependent_variables: +- header: {name: '$d\sigma / d|\eta_\ell|$', units: PB} + qualifiers: + - {name: SQRT(S), units: GEV, value: 7000} + - {name: RE, value: P P --> W- X} + - {name: ABS(ETARAP(C=LEPTON)), value: < 2.5} + - {name: MT, units: GEV, value: '> 40'} + - {name: PT(C=LEPTON), units: GEV, value: '> 25'} + - {name: PT(C=NU), units: GEV, value: '> 25'} + values: + - value: 436.45 + errors: + - {label: stat, symerror: 0.12%} + - {label: 'uncor', symerror: 0.14%} + - {label: 'cor', symerror: 0.52%} + - {label: 'lumi', symerror: 1.8%} + - value: 432.78 + errors: + - {label: stat, symerror: 0.12%} + - {label: 'uncor', symerror: 0.16%} + - {label: 'cor', symerror: 0.48%} + - {label: 'lumi', symerror: 1.8%} + - value: 429.29 + errors: + - {label: stat, symerror: 0.11%} + - {label: 'uncor', symerror: 0.13%} + - {label: 'cor', symerror: 0.49%} + - {label: 'lumi', symerror: 1.8%} + - value: 423.38 + errors: + - {label: stat, symerror: 0.12%} + - {label: 'uncor', symerror: 0.13%} + - {label: 'cor', symerror: 0.50%} + - {label: 'lumi', symerror: 1.8%} + - value: 413.64 + errors: + - {label: stat, symerror: 0.11%} + - {label: 'uncor', symerror: 0.15%} + - {label: 'cor', symerror: 0.50%} + - {label: 'lumi', symerror: 1.8%} + - value: 405.26 + errors: + - {label: stat, symerror: 0.10%} + - {label: 'uncor', symerror: 0.14%} + - {label: 'cor', symerror: 0.56%} + - {label: 'lumi', symerror: 1.8%} + - value: 388.02 + errors: + - {label: stat, symerror: 0.17%} + - {label: 'uncor', symerror: 0.34%} + - {label: 'cor', symerror: 0.52%} + - {label: 'lumi', symerror: 1.8%} + - value: 377.51 + errors: + - {label: stat, symerror: 0.14%} + - {label: 'uncor', symerror: 0.16%} + - {label: 'cor', symerror: 0.58%} + - {label: 'lumi', symerror: 1.8%} + - value: 365.82 + errors: + - {label: stat, symerror: 0.12%} + - {label: 'uncor', symerror: 0.20%} + - {label: 'cor', symerror: 0.58%} + - {label: 'lumi', symerror: 1.8%} + - value: 344.70 + errors: + - {label: stat, symerror: 0.13%} + - {label: 'uncor', symerror: 0.17%} + - {label: 'cor', symerror: 0.59%} + - {label: 'lumi', symerror: 1.8%} + - value: 319.04 + errors: + - {label: stat, symerror: 0.14%} + - {label: 'uncor', symerror: 0.19%} + - {label: 'cor', symerror: 0.75%} + - {label: 'lumi', symerror: 1.8%} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/HEPData-ins1502620-v1-Table_9.yaml b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/HEPData-ins1502620-v1-Table_9.yaml new file mode 100644 index 0000000000..bb874e0363 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/HEPData-ins1502620-v1-Table_9.yaml @@ -0,0 +1,92 @@ + +independent_variables: +- header: {name: absolute lepton eta} + values: + - {low: 0.00, high: 0.21} + - {low: 0.21, high: 0.42} + - {low: 0.42, high: 0.63} + - {low: 0.63, high: 0.84} + - {low: 0.84, high: 1.05} + - {low: 1.05, high: 1.37} + - {low: 1.37, high: 1.52} + - {low: 1.52, high: 1.74} + - {low: 1.74, high: 1.95} + - {low: 1.95, high: 2.18} + - {low: 2.18, high: 2.50} + +dependent_variables: +- header: {name: '$d\sigma / d|\eta_\ell|$', units: PB} + qualifiers: + - {name: SQRT(S), units: GEV, value: 7000} + - {name: RE, value: P P --> W+ X} + - {name: ABS(ETARAP(C=LEPTON)), value: < 2.5} + - {name: MT, units: GEV, value: '> 40'} + - {name: PT(C=LEPTON), units: GEV, value: '> 25'} + - {name: PT(C=NU), units: GEV, value: '> 25'} + values: + - value: 577.15 + errors: + - {label: stat, symerror: 0.11%} + - {label: 'uncor', symerror: 0.13%} + - {label: 'cor', symerror: 0.52%} + - {label: 'lumi', symerror: 1.8%} + - value: 576.87 + errors: + - {label: stat, symerror: 0.11%} + - {label: 'uncor', symerror: 0.15%} + - {label: 'cor', symerror: 0.49%} + - {label: 'lumi', symerror: 1.8%} + - value: 581.75 + errors: + - {label: stat, symerror: 0.09%} + - {label: 'uncor', symerror: 0.12%} + - {label: 'cor', symerror: 0.49%} + - {label: 'lumi', symerror: 1.8%} + - value: 586.07 + errors: + - {label: stat, symerror: 0.10%} + - {label: 'uncor', symerror: 0.11%} + - {label: 'cor', symerror: 0.50%} + - {label: 'lumi', symerror: 1.8%} + - value: 586.33 + errors: + - {label: stat, symerror: 0.10%} + - {label: 'uncor', symerror: 0.14%} + - {label: 'cor', symerror: 0.50%} + - {label: 'lumi', symerror: 1.8%} + - value: 599.07 + errors: + - {label: stat, symerror: 0.08%} + - {label: 'uncor', symerror: 0.13%} + - {label: 'cor', symerror: 0.51%} + - {label: 'lumi', symerror: 1.8%} + - value: 596.75 + errors: + - {label: stat, symerror: 0.13%} + - {label: 'uncor', symerror: 0.33%} + - {label: 'cor', symerror: 0.52%} + - {label: 'lumi', symerror: 1.8%} + - value: 604.17 + errors: + - {label: stat, symerror: 0.11%} + - {label: 'uncor', symerror: 0.13%} + - {label: 'cor', symerror: 0.55%} + - {label: 'lumi', symerror: 1.8%} + - value: 606.93 + errors: + - {label: stat, symerror: 0.12%} + - {label: 'uncor', symerror: 0.18%} + - {label: 'cor', symerror: 0.54%} + - {label: 'lumi', symerror: 1.8%} + - value: 593.40 + errors: + - {label: stat, symerror: 0.11%} + - {label: 'uncor', symerror: 0.14%} + - {label: 'cor', symerror: 0.53%} + - {label: 'lumi', symerror: 1.8%} + - value: 558.46 + errors: + - {label: stat, symerror: 0.12%} + - {label: 'uncor', symerror: 0.14%} + - {label: 'cor', symerror: 0.62%} + - {label: 'lumi', symerror: 1.8%} diff --git a/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/wzrap11_full.csv b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/wzrap11_full.csv new file mode 100644 index 0000000000..33345c3593 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/rawdata/wzrap11_full.csv @@ -0,0 +1,23 @@ 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b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/uncertainties.yaml new file mode 100644 index 0000000000..4aa25e4e78 --- /dev/null +++ b/nnpdf_data/nnpdf_data/commondata/ATLAS_WPWM_7TEV_46FB/uncertainties.yaml @@ -0,0 +1,3486 @@ +definitions: + stat: + description: Uncorrelated statistical uncertainties + treatment: ADD + type: UNCORR + sys_corr_1: + description: 'Sys uncertainty idx: 1' + treatment: MULT + type: UNCORR + sys_corr_2: + description: 'Sys uncertainty idx: 2' + treatment: MULT + type: ATLASWZRAP11_1001 + sys_corr_3: + description: 'Sys uncertainty idx: 3' + treatment: MULT + type: ATLASWZRAP11_1002 + sys_corr_4: + description: 'Sys uncertainty idx: 4' + treatment: MULT + type: ATLASWZRAP11_1003 + sys_corr_5: + description: 'Sys uncertainty idx: 5' + treatment: MULT + type: ATLASWZRAP11_1004 + sys_corr_6: + description: 'Sys uncertainty idx: 6' + treatment: MULT + type: ATLASWZRAP11_1005 + sys_corr_7: + description: 'Sys uncertainty idx: 7' + treatment: MULT + type: ATLASWZRAP11_1006 + sys_corr_8: + description: 'Sys uncertainty idx: 8' + treatment: MULT + type: ATLASWZRAP11_1007 + sys_corr_9: + description: 'Sys uncertainty idx: 9' + treatment: MULT + type: ATLASWZRAP11_1008 + sys_corr_10: + description: 'Sys uncertainty idx: 10' + treatment: MULT + type: ATLASWZRAP11_1009 + sys_corr_11: + description: 'Sys uncertainty idx: 11' + treatment: MULT + type: ATLASWZRAP11_1010 + sys_corr_12: + description: 'Sys uncertainty idx: 12' + treatment: MULT + type: ATLASWZRAP11_1011 + sys_corr_13: + description: 'Sys uncertainty idx: 13' + treatment: MULT + type: ATLASWZRAP11_1012 + sys_corr_14: + description: 'Sys uncertainty idx: 14' + treatment: MULT + type: ATLASWZRAP11_1013 + sys_corr_15: + description: 'Sys uncertainty idx: 15' + treatment: MULT + type: ATLASWZRAP11_1014 + sys_corr_16: + description: 'Sys uncertainty idx: 16' + treatment: MULT + type: ATLASWZRAP11_1015 + sys_corr_17: + description: 'Sys uncertainty idx: 17' + treatment: MULT + type: ATLASWZRAP11_1016 + sys_corr_18: + description: 'Sys uncertainty idx: 18' + treatment: MULT + type: ATLASWZRAP11_1017 + sys_corr_19: + description: 'Sys uncertainty idx: 19' + treatment: MULT + type: ATLASWZRAP11_1018 + sys_corr_20: + description: 'Sys uncertainty idx: 20' + treatment: MULT + type: ATLASWZRAP11_1019 + sys_corr_21: + description: 'Sys uncertainty idx: 21' + treatment: MULT + type: ATLASWZRAP11_1020 + sys_corr_22: + description: 'Sys uncertainty idx: 22' + treatment: MULT + type: ATLASWZRAP11_1021 + sys_corr_23: + description: 'Sys uncertainty idx: 23' + treatment: MULT + type: ATLASWZRAP11_1022 + sys_corr_24: + description: 'Sys uncertainty idx: 24' + treatment: MULT + type: ATLASWZRAP11_1023 + sys_corr_25: + description: 'Sys uncertainty idx: 25' + treatment: MULT + type: ATLASWZRAP11_1024 + sys_corr_26: + description: 'Sys uncertainty idx: 26' + treatment: MULT + type: ATLASWZRAP11_1025 + sys_corr_27: + description: 'Sys uncertainty idx: 27' + treatment: MULT + type: ATLASWZRAP11_1026 + sys_corr_28: + description: 'Sys uncertainty idx: 28' + treatment: MULT + type: ATLASWZRAP11_1027 + sys_corr_29: + description: 'Sys uncertainty idx: 29' + treatment: MULT + type: ATLASWZRAP11_1028 + sys_corr_30: + description: 'Sys uncertainty idx: 30' + treatment: MULT + type: ATLASWZRAP11_1029 + sys_corr_31: + description: 'Sys uncertainty idx: 31' + treatment: MULT + type: ATLASWZRAP11_1030 + sys_corr_32: + description: 'Sys uncertainty idx: 32' + treatment: MULT + type: ATLASWZRAP11_1031 + sys_corr_33: + description: 'Sys uncertainty idx: 33' + treatment: MULT + type: ATLASWZRAP11_1032 + sys_corr_34: + description: 'Sys uncertainty idx: 34' + treatment: MULT + type: ATLASWZRAP11_1033 + sys_corr_35: + description: 'Sys uncertainty idx: 35' + treatment: MULT + type: ATLASWZRAP11_1034 + sys_corr_36: + description: 'Sys uncertainty idx: 36' + treatment: MULT + type: ATLASWZRAP11_1035 + sys_corr_37: + description: 'Sys uncertainty idx: 37' + treatment: MULT + type: ATLASWZRAP11_1036 + sys_corr_38: + description: 'Sys uncertainty idx: 38' + treatment: MULT + type: ATLASWZRAP11_1037 + sys_corr_39: + description: 'Sys uncertainty idx: 39' + treatment: MULT + type: ATLASWZRAP11_1038 + sys_corr_40: + description: 'Sys uncertainty idx: 40' + treatment: MULT + type: ATLASWZRAP11_1039 + sys_corr_41: + description: 'Sys uncertainty idx: 41' + treatment: MULT + type: ATLASWZRAP11_1040 + sys_corr_42: + description: 'Sys uncertainty idx: 42' + treatment: MULT + type: ATLASWZRAP11_1041 + sys_corr_43: + description: 'Sys uncertainty idx: 43' + treatment: MULT + type: ATLASWZRAP11_1042 + sys_corr_44: + description: 'Sys uncertainty idx: 44' + treatment: MULT + type: ATLASWZRAP11_1043 + sys_corr_45: + description: 'Sys uncertainty idx: 45' + treatment: MULT + type: ATLASWZRAP11_1044 + sys_corr_46: + description: 'Sys uncertainty idx: 46' + treatment: MULT + type: ATLASWZRAP11_1045 + sys_corr_47: + description: 'Sys uncertainty idx: 47' + treatment: MULT + type: ATLASWZRAP11_1046 + sys_corr_48: + description: 'Sys uncertainty idx: 48' + treatment: MULT + type: ATLASWZRAP11_1047 + sys_corr_49: + description: 'Sys uncertainty idx: 49' + treatment: MULT + type: ATLASWZRAP11_1048 + sys_corr_50: + description: 'Sys uncertainty idx: 50' + treatment: MULT + type: ATLASWZRAP11_1049 + sys_corr_51: + description: 'Sys uncertainty idx: 51' + treatment: MULT + type: ATLASWZRAP11_1050 + sys_corr_52: + description: 'Sys uncertainty idx: 52' + treatment: MULT + type: ATLASWZRAP11_1051 + sys_corr_53: + description: 'Sys uncertainty idx: 53' + treatment: MULT + type: ATLASWZRAP11_1052 + sys_corr_54: + description: 'Sys uncertainty idx: 54' + treatment: MULT + type: ATLASWZRAP11_1053 + sys_corr_55: + description: 'Sys uncertainty idx: 55' + treatment: MULT + type: ATLASWZRAP11_1054 + sys_corr_56: + description: 'Sys uncertainty idx: 56' + treatment: MULT + type: ATLASWZRAP11_1055 + sys_corr_57: + description: 'Sys uncertainty idx: 57' + treatment: MULT + type: ATLASWZRAP11_1056 + sys_corr_58: + description: 'Sys uncertainty idx: 58' + treatment: MULT + type: ATLASWZRAP11_1057 + sys_corr_59: + description: 'Sys uncertainty idx: 59' + treatment: MULT + type: ATLASWZRAP11_1058 + sys_corr_60: + description: 'Sys uncertainty idx: 60' + treatment: MULT + type: ATLASWZRAP11_1059 + sys_corr_61: + description: 'Sys uncertainty idx: 61' + treatment: MULT + type: ATLASWZRAP11_1060 + sys_corr_62: + description: 'Sys uncertainty idx: 62' + treatment: MULT + type: ATLASWZRAP11_1061 + sys_corr_63: + description: 'Sys uncertainty idx: 63' + treatment: MULT + type: ATLASWZRAP11_1062 + sys_corr_64: + description: 'Sys uncertainty idx: 64' + treatment: MULT + type: ATLASWZRAP11_1063 + sys_corr_65: + description: 'Sys uncertainty idx: 65' + treatment: MULT + type: ATLASWZRAP11_1064 + sys_corr_66: + description: 'Sys uncertainty idx: 66' + treatment: MULT + type: ATLASWZRAP11_1065 + sys_corr_67: + description: 'Sys uncertainty idx: 67' + treatment: MULT + type: ATLASWZRAP11_1066 + sys_corr_68: + description: 'Sys uncertainty idx: 68' + treatment: MULT + type: ATLASWZRAP11_1067 + sys_corr_69: + description: 'Sys uncertainty idx: 69' + treatment: MULT + type: ATLASWZRAP11_1068 + sys_corr_70: + description: 'Sys uncertainty idx: 70' + treatment: MULT + type: ATLASWZRAP11_1069 + sys_corr_71: + description: 'Sys uncertainty idx: 71' + treatment: MULT + type: ATLASWZRAP11_1070 + sys_corr_72: + description: 'Sys uncertainty idx: 72' + treatment: MULT + type: ATLASWZRAP11_1071 + sys_corr_73: + description: 'Sys uncertainty idx: 73' + treatment: MULT + type: ATLASWZRAP11_1072 + sys_corr_74: + description: 'Sys uncertainty idx: 74' + treatment: MULT + type: ATLASWZRAP11_1073 + sys_corr_75: + description: 'Sys uncertainty idx: 75' + treatment: MULT + type: ATLASWZRAP11_1074 + sys_corr_76: + description: 'Sys uncertainty idx: 76' + treatment: MULT + type: ATLASWZRAP11_1075 + sys_corr_77: + description: 'Sys uncertainty idx: 77' + treatment: MULT + type: ATLASWZRAP11_1076 + sys_corr_78: + description: 'Sys uncertainty idx: 78' + treatment: MULT + type: ATLASWZRAP11_1077 + sys_corr_79: + description: 'Sys uncertainty idx: 79' + treatment: MULT + type: ATLASWZRAP11_1078 + sys_corr_80: + description: 'Sys uncertainty idx: 80' + treatment: MULT + type: ATLASWZRAP11_1079 + sys_corr_81: + description: 'Sys uncertainty idx: 81' + treatment: MULT + type: ATLASWZRAP11_1080 + sys_corr_82: + description: 'Sys uncertainty idx: 82' + treatment: MULT + type: ATLASWZRAP11_1081 + sys_corr_83: + description: 'Sys uncertainty idx: 83' + treatment: MULT + type: ATLASWZRAP11_1082 + sys_corr_84: + description: 'Sys uncertainty idx: 84' + treatment: MULT + type: ATLASWZRAP11_1083 + sys_corr_85: + description: 'Sys uncertainty idx: 85' + treatment: MULT + type: ATLASWZRAP11_1084 + sys_corr_86: + description: 'Sys uncertainty idx: 86' + treatment: MULT + type: ATLASWZRAP11_1085 + sys_corr_87: + description: 'Sys uncertainty idx: 87' + treatment: MULT + type: ATLASWZRAP11_1086 + sys_corr_88: + description: 'Sys uncertainty idx: 88' + treatment: MULT + type: ATLASWZRAP11_1087 + sys_corr_89: + description: 'Sys uncertainty idx: 89' + treatment: MULT + type: ATLASWZRAP11_1088 + sys_corr_90: + description: 'Sys uncertainty idx: 90' + treatment: MULT + type: ATLASWZRAP11_1089 + sys_corr_91: + description: 'Sys uncertainty idx: 91' + treatment: MULT + type: ATLASWZRAP11_1090 + sys_corr_92: + description: 'Sys uncertainty idx: 92' + treatment: MULT + type: ATLASWZRAP11_1091 + sys_corr_93: + description: 'Sys uncertainty idx: 93' + treatment: MULT + type: ATLASWZRAP11_1092 + sys_corr_94: + description: 'Sys uncertainty idx: 94' + treatment: MULT + type: ATLASWZRAP11_1093 + sys_corr_95: + description: 'Sys uncertainty idx: 95' + treatment: MULT + type: ATLASWZRAP11_1094 + sys_corr_96: + description: 'Sys uncertainty idx: 96' + treatment: MULT + type: ATLASWZRAP11_1095 + sys_corr_97: + description: 'Sys uncertainty idx: 97' + treatment: MULT + type: ATLASWZRAP11_1096 + sys_corr_98: + description: 'Sys uncertainty idx: 98' + treatment: MULT + type: ATLASWZRAP11_1097 + sys_corr_99: + description: 'Sys uncertainty idx: 99' + treatment: MULT + type: ATLASWZRAP11_1098 + sys_corr_100: + description: 'Sys uncertainty idx: 100' + treatment: MULT + type: ATLASWZRAP11_1099 + sys_corr_101: + description: 'Sys uncertainty idx: 101' + treatment: MULT + type: ATLASWZRAP11_1100 + sys_corr_102: + description: 'Sys uncertainty idx: 102' + treatment: MULT + type: ATLASWZRAP11_1101 + sys_corr_103: + description: 'Sys uncertainty idx: 103' + treatment: MULT + type: ATLASWZRAP11_1102 + sys_corr_104: + description: 'Sys uncertainty idx: 104' + treatment: MULT + type: ATLASWZRAP11_1103 + sys_corr_105: + description: 'Sys uncertainty idx: 105' + treatment: MULT + type: ATLASWZRAP11_1104 + sys_corr_106: + description: 'Sys uncertainty idx: 106' + treatment: MULT + type: ATLASWZRAP11_1105 + sys_corr_107: + description: 'Sys uncertainty idx: 107' + treatment: MULT + type: ATLASWZRAP11_1106 + sys_corr_108: + description: 'Sys uncertainty idx: 108' + treatment: MULT + type: ATLASWZRAP11_1107 + sys_corr_109: + description: 'Sys uncertainty idx: 109' + treatment: MULT + type: ATLASWZRAP11_1108 + sys_corr_110: + description: 'Sys uncertainty idx: 110' + treatment: MULT + type: ATLASWZRAP11_1109 + sys_corr_111: + description: 'Sys uncertainty idx: 111' + treatment: MULT + type: ATLASWZRAP11_1110 + sys_corr_112: + description: 'Sys uncertainty idx: 112' + treatment: MULT + type: ATLASWZRAP11_1111 + sys_corr_113: + description: 'Sys uncertainty idx: 113' + treatment: MULT + type: ATLASWZRAP11_1112 + sys_corr_114: + description: 'Sys uncertainty idx: 114' + treatment: MULT + type: ATLASWZRAP11_1113 + sys_corr_115: + description: 'Sys uncertainty idx: 115' + treatment: MULT + type: ATLASWZRAP11_1114 + sys_corr_116: + description: 'Sys uncertainty idx: 116' + treatment: MULT + type: ATLASWZRAP11_1115 + sys_corr_117: + description: 'Sys uncertainty idx: 117' + treatment: MULT + type: ATLASWZRAP11_1116 + sys_corr_118: + description: 'Sys uncertainty idx: 118' + treatment: MULT + type: ATLASWZRAP11_1117 + sys_corr_119: + description: 'Sys uncertainty idx: 119' + treatment: MULT + type: ATLASWZRAP11_1118 + sys_corr_120: + description: 'Sys uncertainty idx: 120' + treatment: MULT + type: ATLASWZRAP11_1119 + sys_corr_121: + description: 'Sys uncertainty idx: 121' + treatment: MULT + type: ATLASWZRAP11_1120 + sys_corr_122: + description: 'Sys uncertainty idx: 122' + treatment: MULT + type: ATLASWZRAP11_1121 + sys_corr_123: + description: 'Sys uncertainty idx: 123' + treatment: MULT + type: ATLASWZRAP11_1122 + sys_corr_124: + description: 'Sys uncertainty idx: 124' + treatment: MULT + type: ATLASWZRAP11_1123 + sys_corr_125: + description: 'Sys uncertainty idx: 125' + treatment: MULT + type: ATLASWZRAP11_1124 + sys_corr_126: + description: 'Sys uncertainty idx: 126' + treatment: MULT + type: ATLASWZRAP11_1125 + sys_corr_127: + description: 'Sys uncertainty idx: 127' + treatment: MULT + type: ATLASWZRAP11_1126 + sys_corr_128: + description: 'Sys uncertainty idx: 128' + treatment: MULT + type: ATLASWZRAP11_1127 + sys_corr_129: + description: 'Sys uncertainty idx: 129' + treatment: MULT + type: ATLASWZRAP11_1128 + sys_corr_130: + description: 'Sys uncertainty idx: 130' + treatment: MULT + type: ATLASWZRAP11_1129 + sys_corr_131: + description: 'Sys uncertainty idx: 131' + treatment: MULT + type: ATLASWZRAP11_1130 + sys_corr_132: + description: 'Sys uncertainty idx: 132' + treatment: MULT + type: ATLASLUMI11 + sys_corr_133: + description: 'Sys uncertainty idx: 133' + treatment: MULT + type: UNCORR +bins: +- stat: 6.26380895e+02 + sys_corr_1: 7.60914560e+02 + sys_corr_2: -126.973 + sys_corr_3: 5.7715 + sys_corr_4: 5.7715 + sys_corr_5: 0.0 + sys_corr_6: -5.7715 + sys_corr_7: 28.8575 + sys_corr_8: -69.258 + sys_corr_9: 8.19553000e+02 + sys_corr_10: 1.64487750e+03 + sys_corr_11: 277.032 + sys_corr_12: 28.8575 + sys_corr_13: 2.02002500e+02 + sys_corr_14: 0.0 + sys_corr_15: 657.951 + sys_corr_16: 5.19435000e+01 + sys_corr_17: 17.3145 + sys_corr_18: 40.4005 + sys_corr_19: 1.21201500e+02 + sys_corr_20: 69.258 + sys_corr_21: -2.59717500e+02 + sys_corr_22: -11.543 + sys_corr_23: -23.086 + sys_corr_24: -28.8575 + sys_corr_25: -5.7715 + sys_corr_26: 5.19435000e+01 + sys_corr_27: -46.172 + sys_corr_28: 40.4005 + sys_corr_29: -40.4005 + sys_corr_30: 5.7715 + sys_corr_31: 0.0 + sys_corr_32: -5.7715 + sys_corr_33: 23.086 + sys_corr_34: 34.629 + sys_corr_35: 5.7715 + sys_corr_36: -23.086 + sys_corr_37: 69.258 + sys_corr_38: 317.4325 + sys_corr_39: -115.43 + sys_corr_40: 40.4005 + sys_corr_41: 219.317 + sys_corr_42: 144.2875 + sys_corr_43: 28.8575 + sys_corr_44: -75.0295 + sys_corr_45: 11.543 + sys_corr_46: 1.03887000e+02 + sys_corr_47: 23.086 + sys_corr_48: 5.19435000e+01 + sys_corr_49: -46.172 + sys_corr_50: 109.6585 + sys_corr_51: 11.543 + sys_corr_52: 173.145 + sys_corr_53: -115.43 + sys_corr_54: -11.543 + sys_corr_55: 92.344 + sys_corr_56: 109.6585 + sys_corr_57: 75.0295 + sys_corr_58: 2.25088500e+02 + sys_corr_59: 46.172 + sys_corr_60: -11.543 + sys_corr_61: 28.8575 + sys_corr_62: 184.688 + sys_corr_63: 178.9165 + sys_corr_64: 1.03887000e+02 + sys_corr_65: 126.973 + sys_corr_66: -1.03887000e+02 + sys_corr_67: 40.4005 + sys_corr_68: -40.4005 + sys_corr_69: -28.8575 + sys_corr_70: -1.09658500e+02 + sys_corr_71: -0.0 + sys_corr_72: 132.7445 + sys_corr_73: 80.801 + sys_corr_74: 57.715 + sys_corr_75: 1.03887000e+02 + sys_corr_76: -461.72 + sys_corr_77: -2.42403000e+02 + sys_corr_78: -1.32744500e+02 + sys_corr_79: 150.059 + sys_corr_80: 34.629 + sys_corr_81: -277.032 + sys_corr_82: -253.946 + sys_corr_83: -28.8575 + sys_corr_84: 109.6585 + sys_corr_85: 132.7445 + sys_corr_86: -86.5725 + sys_corr_87: 69.258 + sys_corr_88: 46.172 + sys_corr_89: 5.19435000e+01 + sys_corr_90: 17.3145 + sys_corr_91: -0.0 + sys_corr_92: 0.0 + sys_corr_93: -0.0 + sys_corr_94: 0.0 + sys_corr_95: -0.0 + 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1.93884600e+02 + sys_corr_131: -32.9238 + sys_corr_132: 6584.76 + sys_corr_133: 512.148 +- stat: 4.35149280e+02 + sys_corr_1: 5.84404380e+02 + sys_corr_2: -48.258 + sys_corr_3: 55.152 + sys_corr_4: -3.447 + sys_corr_5: -13.788 + sys_corr_6: -17.235 + sys_corr_7: 55.152 + sys_corr_8: 68.94 + sys_corr_9: 193.032 + sys_corr_10: 810.045 + sys_corr_11: -596.331 + sys_corr_12: -196.479 + sys_corr_13: 51.705 + sys_corr_14: -0.0 + sys_corr_15: 3.89511000e+02 + sys_corr_16: 37.917 + sys_corr_17: 6.894 + sys_corr_18: 24.129 + sys_corr_19: 13.788 + sys_corr_20: 37.917 + sys_corr_21: 10.341 + sys_corr_22: -3.10230000e+01 + sys_corr_23: 10.341 + sys_corr_24: -3.447 + sys_corr_25: -10.341 + sys_corr_26: 6.894 + sys_corr_27: 13.788 + sys_corr_28: 0.0 + sys_corr_29: 3.447 + sys_corr_30: -3.447 + sys_corr_31: -10.341 + sys_corr_32: -17.235 + sys_corr_33: 17.235 + sys_corr_34: -24.129 + sys_corr_35: 5.85990000e+01 + sys_corr_36: -3.447 + sys_corr_37: 75.834 + sys_corr_38: 6.894 + sys_corr_39: -41.364 + sys_corr_40: 10.341 + sys_corr_41: 48.258 + sys_corr_42: 34.47 + sys_corr_43: -24.129 + sys_corr_44: -27.576 + sys_corr_45: -6.894 + sys_corr_46: -27.576 + sys_corr_47: 10.341 + sys_corr_48: -72.387 + sys_corr_49: -0.0 + sys_corr_50: 0.0 + sys_corr_51: 27.576 + sys_corr_52: 113.751 + sys_corr_53: -7.92810000e+01 + sys_corr_54: 10.341 + sys_corr_55: -137.88 + sys_corr_56: -86.175 + sys_corr_57: -1.48221000e+02 + sys_corr_58: -10.341 + sys_corr_59: 41.364 + sys_corr_60: 65.493 + sys_corr_61: -1.20645000e+02 + sys_corr_62: -20.682 + sys_corr_63: -65.493 + sys_corr_64: 3.10230000e+01 + sys_corr_65: -37.917 + sys_corr_66: -96.516 + sys_corr_67: -37.917 + sys_corr_68: 37.917 + sys_corr_69: 113.751 + sys_corr_70: 27.576 + sys_corr_71: 0.0 + sys_corr_72: 203.373 + sys_corr_73: -82.728 + sys_corr_74: 4.48110000e+01 + sys_corr_75: 1.75797000e+02 + sys_corr_76: 68.94 + sys_corr_77: -1.82691000e+02 + sys_corr_78: -24.129 + sys_corr_79: -20.682 + sys_corr_80: 151.668 + sys_corr_81: 72.387 + sys_corr_82: -5.85990000e+01 + sys_corr_83: 48.258 + sys_corr_84: -7.92810000e+01 + sys_corr_85: 93.069 + sys_corr_86: -113.751 + sys_corr_87: 4.48110000e+01 + sys_corr_88: 6.20460000e+01 + sys_corr_89: 13.788 + sys_corr_90: 0.0 + sys_corr_91: -0.0 + sys_corr_92: 0.0 + sys_corr_93: 0.0 + sys_corr_94: -0.0 + sys_corr_95: -0.0 + sys_corr_96: 0.0 + sys_corr_97: -0.0 + sys_corr_98: -0.0 + sys_corr_99: 0.0 + sys_corr_100: 34.47 + sys_corr_101: 17.235 + sys_corr_102: -8.96220000e+01 + sys_corr_103: 6.894 + sys_corr_104: -7.92810000e+01 + sys_corr_105: 20.682 + sys_corr_106: 0.0 + sys_corr_107: -34.47 + sys_corr_108: 24.129 + sys_corr_109: 34.47 + sys_corr_110: 24.129 + sys_corr_111: 93.069 + sys_corr_112: -3.10230000e+01 + sys_corr_113: -827.28 + sys_corr_114: -189.585 + sys_corr_115: -310.23 + sys_corr_116: -55.152 + sys_corr_117: -68.94 + sys_corr_118: 517.05 + sys_corr_119: 230.949 + sys_corr_120: 420.534 + sys_corr_121: 9.75501000e+02 + sys_corr_122: 3.82617000e+02 + sys_corr_123: -113.751 + sys_corr_124: 96.516 + sys_corr_125: -6.20460000e+01 + sys_corr_126: 162.009 + sys_corr_127: 65.493 + sys_corr_128: 141.327 + sys_corr_129: 168.903 + sys_corr_130: 68.94 + sys_corr_131: -55.152 + sys_corr_132: 6204.6 + sys_corr_133: 441.216 +- stat: 4.44103680e+02 + sys_corr_1: 6.18203808e+02 + sys_corr_2: 1.27616000e+01 + sys_corr_3: 5.74272000e+01 + sys_corr_4: -0.0 + sys_corr_5: -9.5712 + sys_corr_6: -15.952 + sys_corr_7: 38.2848 + sys_corr_8: 4.46656000e+01 + sys_corr_9: 293.5168 + sys_corr_10: 826.3136 + sys_corr_11: -638.08 + sys_corr_12: -1.94614400e+02 + sys_corr_13: 3.50944000e+01 + sys_corr_14: -0.0 + sys_corr_15: 3.57324800e+02 + sys_corr_16: 3.50944000e+01 + sys_corr_17: 6.38080000e+00 + sys_corr_18: 19.1424 + sys_corr_19: 6.38080000e+00 + sys_corr_20: 4.14752000e+01 + sys_corr_21: 9.5712 + sys_corr_22: -15.952 + sys_corr_23: 1.27616000e+01 + sys_corr_24: -3.19040000e+00 + sys_corr_25: -3.19040000e+00 + sys_corr_26: 9.5712 + sys_corr_27: 6.38080000e+00 + sys_corr_28: -3.19040000e+00 + sys_corr_29: 0.0 + sys_corr_30: -3.19040000e+00 + sys_corr_31: -3.19040000e+00 + sys_corr_32: -6.38080000e+00 + sys_corr_33: 15.952 + sys_corr_34: -0.0 + sys_corr_35: 1.27616000e+01 + sys_corr_36: -9.5712 + sys_corr_37: 9.25216000e+01 + sys_corr_38: 9.5712 + sys_corr_39: -4.46656000e+01 + sys_corr_40: 15.952 + sys_corr_41: 4.78560000e+01 + sys_corr_42: 3.50944000e+01 + sys_corr_43: -2.87136000e+01 + sys_corr_44: -3.50944000e+01 + sys_corr_45: -3.19040000e+00 + sys_corr_46: -15.952 + sys_corr_47: 19.1424 + sys_corr_48: -63.808 + sys_corr_49: 3.19040000e+00 + sys_corr_50: -3.19040000e+00 + sys_corr_51: 19.1424 + sys_corr_52: -60.6176 + sys_corr_53: 5.10464000e+01 + sys_corr_54: 9.5712 + sys_corr_55: -5.74272000e+01 + sys_corr_56: -2.04185600e+02 + sys_corr_57: -1.11664000e+02 + sys_corr_58: -60.6176 + sys_corr_59: -1.88233600e+02 + sys_corr_60: 54.2368 + sys_corr_61: -1.46758400e+02 + sys_corr_62: -1.33996800e+02 + sys_corr_63: -1.05283200e+02 + sys_corr_64: 73.3792 + sys_corr_65: -38.2848 + sys_corr_66: 54.2368 + sys_corr_67: -1.08473600e+02 + sys_corr_68: 4.78560000e+01 + sys_corr_69: -38.2848 + sys_corr_70: 1.78662400e+02 + sys_corr_71: 0.0 + sys_corr_72: 267.9936 + sys_corr_73: -2.61612800e+02 + sys_corr_74: 66.9984 + sys_corr_75: -1.69091200e+02 + sys_corr_76: -98.9024 + sys_corr_77: 4.14752000e+01 + sys_corr_78: -6.38080000e+00 + sys_corr_79: 15.952 + sys_corr_80: 66.9984 + sys_corr_81: -6.38080000e+00 + sys_corr_82: 2.23328000e+01 + sys_corr_83: 4.78560000e+01 + sys_corr_84: 197.8048 + sys_corr_85: -1.27616000e+01 + sys_corr_86: 9.5712 + sys_corr_87: 2.23328000e+01 + sys_corr_88: 76.5696 + sys_corr_89: 3.19040000e+00 + sys_corr_90: 6.38080000e+00 + sys_corr_91: -0.0 + sys_corr_92: 0.0 + sys_corr_93: 0.0 + sys_corr_94: -0.0 + sys_corr_95: -0.0 + sys_corr_96: 0.0 + sys_corr_97: -0.0 + sys_corr_98: -0.0 + sys_corr_99: -0.0 + sys_corr_100: -5.74272000e+01 + sys_corr_101: 4.14752000e+01 + sys_corr_102: -4.78560000e+01 + sys_corr_103: -38.2848 + sys_corr_104: 76.5696 + sys_corr_105: -4.46656000e+01 + sys_corr_106: -19.1424 + sys_corr_107: 6.38080000e+00 + sys_corr_108: -1.62710400e+02 + sys_corr_109: -54.2368 + sys_corr_110: -2.87136000e+01 + sys_corr_111: -2.55232000e+01 + sys_corr_112: -3.50944000e+01 + sys_corr_113: -8.51836800e+02 + sys_corr_114: -2.36089600e+02 + sys_corr_115: -3.86038400e+02 + sys_corr_116: -5.74272000e+01 + sys_corr_117: -175.472 + sys_corr_118: 513.6544 + sys_corr_119: 239.28 + sys_corr_120: 4.05180800e+02 + sys_corr_121: 9.92214400e+02 + sys_corr_122: 491.3216 + sys_corr_123: -38.2848 + sys_corr_124: 245.6608 + sys_corr_125: -1.08473600e+02 + sys_corr_126: 274.3744 + sys_corr_127: 60.6176 + sys_corr_128: 676.3648 + sys_corr_129: 153.1392 + sys_corr_130: -5.13654400e+02 + sys_corr_131: -5.48748800e+02 + sys_corr_132: 5742.72 + sys_corr_133: 3.79657600e+02 diff --git a/validphys2/src/validphys/commondataparser.py b/validphys2/src/validphys/commondataparser.py index 9a3e9c3541..9f96d678cf 100644 --- a/validphys2/src/validphys/commondataparser.py +++ b/validphys2/src/validphys/commondataparser.py @@ -96,9 +96,9 @@ "JET_POL": ("$\\eta$", "$p_T^2 (GeV^2)$", "$\\sqrt{s} (GeV)$"), "DIJET_POL": ("$\\m_{1,2} (GeV)", "$\\eta_1$", "$\\eta_2$"), "DY_Z_Y": ("$y_Z$", "$\\M^2 (GeV^2)$", "$\\sqrt{s} (GeV)$"), - "DY_W_ETA": ("$\\eta$", "$\\M^2 (GeV^2)$", "$\\sqrt{s} (GeV)$"), "SINGLETOP": ("$y$", "$m_t^2 (GeV^2)$", "$\\sqrt{s} (GeV)$"), "DY_MLL": ("$M_{ll} (GeV)$", "$M_{ll}^2 (GeV^2)$", "$\\sqrt{s} (GeV)$"), + "DY_W_ETA": ("$abs_\\eta$", "$M_W^2 (GeV^2)$", "$\\sqrt{s} (GeV)$"), } PROCESS_DESCRIPTION_LABEL = { @@ -127,6 +127,7 @@ "DIJET_POL": "Dijets longitudinal double-spin asymmetry", "SHP_ASY": "double spin asymmetry in single hadron production", "DY_MLL": "Drell-Yan Mass Distribution of Lepton Pairs", + "DY_W_ETA": "Drell-Yan W boson rapidity distribution", }