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mkplots.py
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from plotters.plotter import Plotter
import sys
import matplotlib.cm as cm
from numpy import linspace
_4L_MASSES = [110, 130, 150, 170, 200, 250, 300,
350, 400, 450, 500, 600, 700]
_TITLE=r'\textbf{CMS} \emph{Preliminary} \hspace{1.9in} 19.7 fb$^{-1}$ (8 TeV)'
def signal_shapes():
plotter = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/4l",
channels=["dblh4l"], lumi=19.7)
masses = _4L_MASSES
colors = [(i,0,0) for i in linspace(0,1,len(_4L_MASSES))]
for i, mass in enumerate(masses):
plotter.add_group("hpp%i" % mass, r"$\Phi^{++}(%i)$" % mass,
"HPlus*%i*" % mass, edgecolor=colors[i])
order = ["hpp%i" % mass for mass in masses]
plotter.stack_order(*order)
plotter.plot_compare('h1masses.pdf', 'h1mass', 200, 0, 1000,
title=_TITLE,
xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
ylab=r'A.U.', log=False, legend_size=10)
plotter2 = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/4l",
channels=["dblh4l"], lumi=19.7)
plotter2.add_group("hpp500", r"$\Phi^{++}(500)$",
"HPlus*500*", edgecolor=(1,0,0))
plotter2.stack_order("hpp500")
plotter2.plot_compare('h1500.pdf', 'h1mass', 200, 300, 700,
title=_TITLE,
xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
ylab=r'A.U.', log=False,
shade=[(450.0, 550.0, 'r')])
def mass_diffs():
plotter = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/4l",
channels=["dblh4l"], lumi=19.7)
masses = _4L_MASSES
colors = [cm.get_cmap('jet')(i) for i in linspace(0,1,len(_4L_MASSES))]
for i, mass in enumerate(masses):
plotter.add_group("hpp%i" % mass, r"$\Phi^{++}(%i)$" % mass,
"HPlus*%i*" % mass, edgecolor=colors[i])
order = ["hpp%i" % mass for mass in masses]
plotter.stack_order(*order)
plotter.plot_compare('dmass.pdf', 'abs_dmass', 50, 0, 50,
title=_TITLE,
xlab=r'$\vert M_{\ell^+\ell^+} - M_{\ell^-\ell^-}\vert$ (GeV)',
ylab=r'A.U.', log=False, legend_size=10)
def two_D():
plotter = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/4l",
channels=["dblh4l"], lumi=19.7, partial_blind=False)
plotter.add_group("hpp", r"$\Phi^{++}(500)$", "HPlus*500*",
facecolor='mediumorchid', edgecolor='indigo')
plotter.add_group("zz", "$ZZ$", "ZZTo*", "ggZZ*",
facecolor="lightskyblue", edgecolor="darkblue")
plotter.stack_order("hpp")
plotter.plot_2D("h1h2.pdf", "h1mass", "h2mass", 50, 50, 300, 700, 300, 700,
title=_TITLE,
xlab=r"$M(\ell^+\ell^+)$ (GeV)",
ylab=r"$M(\ell^-\ell^-)$ (GeV)")
def z_veto():
MASSES = [130, 250, 500]
for MASS in MASSES:
plotter = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/z_veto",
channels=["dblh4l"], lumi=19.7, partial_blind=False)
plotter.add_group("hpp", r"$\Phi^{++}(%s)$" % MASS, "HPlus*%s*" % MASS,
facecolor='mediumorchid', edgecolor='indigo')
plotter.add_group("zz", "$ZZ$", "ZZTo*", "ggZZ*",
facecolor="lightskyblue", edgecolor="darkblue")
plotter.stack_order("hpp","zz")
plotter.plot_stack('z_sep_%i.png' % MASS, 'z_sep', 25, 0, 500,
title=_TITLE,
xlab=r'$\min(M(\ell^+\ell^-)- M_Z)$ (GeV)',
label_bin_width=True, log=True,
shade=[(0.0, 20.0, 'k')])
st_cut = '(%f < sT)' % (0.6*MASS + 130.0)
plotter.plot_stack('z_sep_st_%i.png' % MASS, 'z_sep', 25, 0, 500,
cuts= st_cut,
title=_TITLE,
xlab=r'$\min(M(\ell^+\ell^-)- M_Z)$ (GeV)',
label_bin_width=True, log=True,
shade=[(0.0, 20.0, 'k')])
mass_cut = '(%f < h1mass) & (h1mass < %f) & (%f < h2mass) & (h2mass < %f)' % (0.9*MASS, 1.1*MASS, 0.9*MASS, 1.1*MASS)
plotter.plot_stack('z_sep_st_mass_%i.png' % MASS, 'z_sep', 25, 0, 500,
cuts='%s & %s' % (st_cut, mass_cut),
title=_TITLE,
xlab=r'$\min(M(\ell^+\ell^-)- M_Z)$ (GeV)',
label_bin_width=True, log=False,
shade=[(0.0, 20.0, 'k')])
def four_l():
MASS = 500
plotter = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/4l",
channels=["dblh4l"], lumi=19.7, partial_blind=False)
plotter.add_group("hpp", r"$\Phi^{++}(%s)$" % MASS, "HPlus*%s*" % MASS,
facecolor='mediumorchid', edgecolor='indigo')
plotter.add_group("dyjets", "Z+Jets", "DYJets*",
facecolor="orange", edgecolor="darkorange")
plotter.add_group("top", r"$t/t\bar{t}$", "T*",
facecolor="mediumseagreen", edgecolor="darkgreen")
plotter.add_group("zz", "$ZZ$", "ZZTo*", "ggZZ*",
facecolor="lightskyblue", edgecolor="darkblue")
plotter.add_group("wwv", "$WWV$", "WW[WZ]*",
facecolor="tomato", edgecolor="red")
plotter.add_group("ttv", r"$t\bar{t}V$", "TT[WZ]*",
facecolor="springgreen", edgecolor="seagreen")
#plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("ttv", "wwv", "top", "dyjets", "zz", "hpp")
#plotter.stack_order("zz","hpp")
plotter.plot_stack_diff('hmm-hpp_500.pdf', 'h1mass', 'h2mass', 25, 0, 100,
title=_TITLE,
xlab=r'$\vert M_{\ell^+\ell^+} - M_{\ell^-\ell^-}\vert$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('h1mass.pdf', 'h1mass', 25, 0, 625,
title=_TITLE,
xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
label_bin_width=True, log=True)
plotter.plot_stack('h2mass.pdf', 'h1mass', 25, 0, 625,
title=_TITLE,
xlab=r'$M_{\ell^-\ell^-}$ (GeV)',
label_bin_width=True, log=True)
#plotter.plot_stack('dphi1.pdf', 'dPhi1', 25, -4, 4,
# title=_TITLE,
# xlab=r'$\Delta\phi_1$',
# label_bin_width=True, log=False)
#plotter.plot_stack('dphi2.pdf', 'dPhi2', 25, -4, 4,
# title=_TITLE,
# xlab=r'$\Delta\phi_2$',
# label_bin_width=True, log=False)
#plotter.plot_stack('st1.pdf', 'sT1', 25, 0, 600,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{++})$ (GeV)',
# label_bin_width=True, log=True)
#plotter.plot_stack('st2.pdf', 'sT2', 25, 0, 600,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{--})$ (GeV)',
# label_bin_width=True, log=True)
plotter.plot_stack('st.pdf', 'sT', 25, 0, 1000,
title=_TITLE,
xlab=r'$s_T$ (GeV)',
label_bin_width=True, log=True)
#plotter.plot_stack('sideband.pdf', 'h1mass', 24, 0, 600,
# title=_TITLE,
# xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
# label_bin_width=True, log=True,
# shade=[(450.0, 550.0, 'r'),(12.0,450.0,'k'),(550.0,700.,'k')])
def four_l_em():
channels = ["emem"]
tmp = ["(channel == '%s')" % c for c in channels]
cut = "((%s))" % (" | ".join(tmp))
plotter = Plotter("DblH", cut, "./ntuples", "./plots/4l_em",
channels=["dblh4l"], lumi=19.7, partial_blind=True)
plotter.add_group("hpp", r"$\Phi^{++}(450)$", "HPlus*450*",
facecolor='mediumorchid', edgecolor='indigo')
plotter.add_group("dyjets", "Z+Jets", "DYJets*",
facecolor="orange", edgecolor="darkorange")
plotter.add_group("top", "Top", "T*",
facecolor="mediumseagreen", edgecolor="darkgreen")
plotter.add_group("zz", "ZZ", "ZZTo*", "ggZZ*",
facecolor="lightskyblue", edgecolor="darkblue")
plotter.add_group("wwv", "WWV", "WW[WZ]*",
facecolor="tomato", edgecolor="red")
plotter.add_group("ttv", "TTV", "TT[WZ]*",
facecolor="springgreen", edgecolor="seagreen")
#plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("zz", "hpp")
plotter.plot_stack('h1mass_emem.pdf', 'h1mass', 25, 0, 500,
title=_TITLE,
xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
label_bin_width=True, log=True)
def cut_flow():
plotter = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/4l",
channels=["dblh4l"], lumi=19.7)
plotter.add_group("hpp", r"$\Phi^{++}(500)$", "HPlus*500*",
facecolor='mediumorchid', edgecolor='indigo')
plotter.add_group("dyjets", "Z+Jets", "DYJets*",
facecolor="orange", edgecolor="darkorange")
plotter.add_group("top", "Top", "T*",
facecolor="mediumseagreen", edgecolor="darkgreen")
plotter.add_group("zz", "$ZZ$", "ZZTo*", "ggZZ*",
facecolor="lightskyblue", edgecolor="darkblue")
plotter.add_group("wwv", "$WWV$", "WW[WZ]*",
facecolor="tomato", edgecolor="red")
plotter.add_group("ttv", r"$t\bar{t}V$", "TT[WZ]*",
facecolor="springgreen", edgecolor="seagreen")
plotter.stack_order("ttv", "wwv", "top", "dyjets", "zz", "hpp")
#plotter.stack_order("zz", "hpp")
#plotter.stack_order("top", "dyjets", "zz", "hpp")
cuts = [#"(channel == 'emem')",
"(h1mass > 0)",
"(%f < sT)" % (0.6*500 + 130.),
"(%f < sT) & (%f < h1mass) & (h1mass < %f)" % ((0.6*500 + 130.), 0.9*500, 1.1*500)]
labels = ["Preselection",
"sT",
"Mass Window"]
plotter.cut_flow("cut_flow.pdf", cuts, labels, log=True,
title=_TITLE)
def control():
plotter = Plotter("DblH", "(mass > 0)", "./ntuples", "./plots/ctrl",
channels=["dblh4l_control"], lumi=19.7)
#plotter.add_group("hpp", "HPP", "HPlus*450*",
# facecolor='mediumorchid', edgecolor='indigo')
#plotter.add_group("zz", "ZZ", "ZZTo*",
# facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("dyjets", r"Z+Jets", "Z[1234]jets*",
facecolor='orange', edgecolor='darkorange')
plotter.add_group("top", "Top", "TTJets*",
facecolor='mediumseagreen', edgecolor='darkgreen')
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("top","dyjets")
plotter.plot_stack('h1mass.pdf', 'h1mass', 25, 0, 500,
#title=_TITLE,
#xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
title='sqrt(s)= 8 TeV, L = 19.7 fb-1',
xlab='M(++) (GeV)',
label_bin_width=True, log=True)
#plotter.plot_stack('st1.pdf', 'sT1', 25, 0, 500,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{++})$ (GeV)',
# label_bin_width=True, log=True)
#plotter.plot_stack('st2.pdf', 'sT2', 25, 0, 500,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{--})$ (GeV)',
# label_bin_width=True, log=True)
plotter.plot_stack('st.pdf', 'sT', 25, 0, 500,
#title=_TITLE,
#xlab=r'$s_T$ (GeV)',
title='sqrt(s)= 8 TeV, L = 19.7 fb-1',
xlab='sT (GeV)',
label_bin_width=True, log=True)
def tt_control():
cut = '(sT > 150) & (met > 30)'
plotter = Plotter("DblH", cut, "./ntuples", "./plots/tt_ctrl",
channels=["dblh4l_tt_control"], lumi=19.7)
plotter.add_group("dyjets", r"Z+Jets", "Z[1234]jets*",
facecolor='orange', edgecolor='darkorange')
plotter.add_group("tt", r"$t\bar{t}$", "TTJets*",
facecolor='mediumseagreen', edgecolor='darkgreen')
plotter.add_group("top", "$t$", "T_*", "Tbar_*",
facecolor='lightseagreen', edgecolor='seagreen')
plotter.add_group("wz", "$WZ$", "WZJets*",
facecolor='mediumpurple', edgecolor='midnightblue')
plotter.add_group("wwv", "$WWV$", "WW[WZ]*",
facecolor="tomato", edgecolor="red")
plotter.add_group("ttv", r"$t\bar{t}V$", "TT[WZ]*",
facecolor="springgreen", edgecolor="seagreen")
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("ttv", "wwv", "wz", "top", "tt", "dyjets")
plotter.plot_stack('h1mass.pdf', 'h1mass', 10, 0, 800,
title=_TITLE,
xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
label_bin_width=True, log=False, mc_bands=0.3)
plotter.plot_stack('st.pdf', 'sT', 10, 0, 800,
title=_TITLE,
xlab=r'$s_T$ (GeV)',
label_bin_width=True, log=False, mc_bands=0.3)
#plotter.plot_stack('met.pdf', 'met', 10, 0, 400,
# title=_TITLE,
# xlab=r'$E_T^{miss}$ (GeV)',
# label_bin_width=True, log=True)
#plotter.plot_stack('st1.pdf', 'sT1', 10, 0, 400,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{++})$ (GeV)',
# label_bin_width=True, log=True)
#plotter.plot_stack('st2.pdf', 'sT2', 10, 0, 400,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{--})$ (GeV)',
# label_bin_width=True, log=True)
def z_control():
channels = ["eemm","mmee","emme","meem","emem","meme","mmmm","eeee"]
tmp = ["channel == '%s'" % c for c in channels]
#cut = '(sT > 150) & ((%s))' % (") | (".join(tmp))
cut = '(sT > 50) & ((%s))' % (") | (".join(tmp))
#cut += '& (l1Pt > 15)'
#cut += '& (l2Pt > 15)'
#cut += '& (l3Pt > 15)'
#cut += '& (l4Pt > 15)'
plotter = Plotter("DblH", cut, "./ntuples", "./plots/z_ctrl",
channels=["dblh4l_z_control"], lumi=19.7)
plotter.add_group("dyjets", r"Z+Jets", "Z[1234]jets*",
facecolor='orange', edgecolor='darkorange')
plotter.add_group("ggH", "$H(125)$", "GluGlu*125*",
facecolor='lightcoral', edgecolor='maroon')
plotter.add_group("top", r"$t/t\bar{t}$", "TTJets*", "T_*", "Tbar_*",
facecolor='mediumseagreen', edgecolor='darkgreen')
plotter.add_group("zz", "$ZZ$", "ZZTo*", #"ggZZ*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("ggzz", "$ZZ(gg)$", "ggZZ*",
facecolor='deepskyblue', edgecolor='navy')
plotter.add_group("wz", "$WZ$", "WZJets*",
facecolor='mediumpurple', edgecolor='midnightblue')
plotter.add_group("wwv", "$WWV$", "WW[WZ]*",
facecolor="tomato", edgecolor="red")
plotter.add_group("ttv", r"$t\bar{t}V$", "TT[WZ]*",
facecolor="springgreen", edgecolor="seagreen")
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("ttv", "wwv", "wz", "top", "dyjets", "ggH", "zz", "ggzz")
plotter.plot_stack('h1mass.pdf', 'h1mass', 20, 0, 500,
title=_TITLE,
cuts='(sT > 150)',
xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
mc_bands=0.1,
label_bin_width=True, log=False)#, legend_size=10)
#plotter.plot_stack('h1mass_binned.pdf', 'h1mass', 25, 0, 500,
# title=_TITLE,
# xlab=r'$M_{\ell^+\ell^+}$ (GeV)',
# label_bin_width=True, log=False)
plotter.plot_stack('st.pdf', 'sT', 20, 0, 500,
title=_TITLE,
xlab=r'$s_T$ (GeV)',
mc_bands=0.1,
label_bin_width=True, log=False,#legend_size=10,
shade=[(0, 150.0, 'k')])
#plotter.plot_stack('met.pdf', 'met', 20, 0, 500,
# title=_TITLE,
# xlab=r'$E_T^{miss}$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('st1.pdf', 'sT1', 20, 0, 500,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{++})$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('st2.pdf', 'sT2', 20, 0, 500,
# title=_TITLE,
# xlab=r'$s_T(\Phi^{--})$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l1pt.pdf', 'l1Pt', 20, 0, 100,
# title=_TITLE,
# xlab=r'$p_T(\ell_1)$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l2pt.pdf', 'l2Pt', 20, 0, 100,
# title=_TITLE,
# xlab=r'$p_T(\ell_2)$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l3pt.pdf', 'l3Pt', 20, 0, 100,
# title=_TITLE,
# xlab=r'$p_T(\ell_3)$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l4pt.pdf', 'l4Pt', 20, 0, 100,
# title=_TITLE,
# xlab=r'$p_T(\ell_4)$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l1eta.pdf', 'l1Eta', 20, -2.5, 2.5,
# title=_TITLE,
# xlab=r'$\eta(\ell_1)$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l2eta.pdf', 'l2Eta', 20, -2.5, 2.5,
# title=_TITLE,
# xlab=r'$\eta(\ell_2)$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l3eta.pdf', 'l3Eta', 20, -2.5, 2.5,
# title=_TITLE,
# xlab=r'$\eta(\ell_3)$ (GeV)',
# label_bin_width=True, log=False)
#plotter.plot_stack('l4eta.pdf', 'l4Eta', 20, -2.5, 2.5,
# title=_TITLE,
# xlab=r'$\eta(\ell_4)$ (GeV)',
# label_bin_width=True, log=False)
def zz_smp_m4l():
channels = ["eeee", "mmmm", "eemm", "mmee"]
#channels = ["eeee"]
#channels = ["mmmm"]
#channels = ["eemm", "mmee"]
cuts = "(100 < mass)"
cuts += "& (60 < z1mass) & (z1mass < 120)"
cuts += "& (60 < z2mass) & (z2mass < 120)"
cuts += "& (%s)" % ' | '.join(['(channel == "%s")' % c for c in channels])
plotter = Plotter("ZZ4l", cuts, "./ntuples", "./plots/zz/smp",
channels=["zz4l"], lumi=19.7)
plotter.add_group("zz", "ZZ", "ZZTo*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("ggzz", "ZZ(gg)", "ggZZ*",
facecolor='deepskyblue', edgecolor='navy')
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("zz", "ggzz")
plotter.plot_stack('m4l.pdf', 'mass', 36, 100, 1000,
title=_TITLE,
xlab=r'm(4l) (GeV)',
label_bin_width=True, log=False)
def zz_4mu():
channels = ["mmmm"]
tmp = ["channel == '%s'" % c for c in channels]
cut = "(mass > 0) & (40 < z1mass) & (z1mass < 120) & (12 < z2mass) & (z2mass < 120) & ((%s))" % (") | (".join(tmp))
plotter = Plotter("ZZ4l", cut, "./ntuples", "./plots/zz/4mu",
channels=["zz4l"], lumi=19.7)
plotter.add_group("zz", r"$ZZ$", "ZZTo*", "ggZZ*",
facecolor='lightskyblue', edgecolor='darkblue')
#plotter.add_group("dyjets", "Z+Jets", "Z[1234]jets*",
# facecolor='orange', edgecolor='darkorange')
plotter.add_group("ggH", r"$H(125)$", "GluGlu*125*",
facecolor='lightcoral', edgecolor='maroon')
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("zz", "ggH")
#plotter.add_group("top", "Top", "TTJets*", "T_*", "Tbar_*",
# facecolor='mediumseagreen', edgecolor='darkgreen')
#plotter.add_group("zz", "ZZ", "ZZTo*",
# facecolor='lightskyblue', edgecolor='darkblue')
#plotter.add_group("wz", "WZ", "WZJets*",
# facecolor='mediumpurple', edgecolor='midnightblue')
#plotter.add_group("wwv", "WWV", "WW[WZ]*",
# facecolor="tomato", edgecolor="red")
#plotter.add_group("ttv", "TTV", "TT[WZ]*",
# facecolor="springgreen", edgecolor="seagreen")
#plotter.add_group("dyjets", "Z+Jets", "Z[1234]jets*",
# facecolor='orange', edgecolor='darkorange')
#plotter.add_group("ggH", "H(125)", "GluGlu*125*",
# facecolor='lightcoral', edgecolor='maroon')
#plotter.add_group("data", "Observed", "data_*", isdata=True)
#plotter.stack_order("top","wz","wwv","ttv","dyjets","zz","ggH")
plotter.plot_stack('st.pdf', 'sT', 50, 0, 500,
title=_TITLE,
xlab=r'$s_T$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('m4l.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4\ell}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('mz1.pdf', 'z1mass', 30, 60, 120,
title=_TITLE,
xlab=r'$M_{Z_1}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('mz2.pdf', 'z2mass', 30, 60, 120,
title=_TITLE,
xlab=r'$M_{Z_2}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l1pt.pdf', 'l1Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_1)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l2pt.pdf', 'l2Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_2)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l3pt.pdf', 'l3Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_3)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l4pt.pdf', 'l4Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_4)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l1eta.pdf', 'l1Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_1)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l2eta.pdf', 'l2Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_2)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l3eta.pdf', 'l3Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_3)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l4eta.pdf', 'l4Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_4)$ (GeV)',
label_bin_width=True, log=False)
def zz_4e():
channels = ["eeee"]
tmp = ["channel == '%s'" % c for c in channels]
cut = "(mass > 0) & (40 < z1mass) & (z1mass < 120) & (12 < z2mass) & (z2mass < 120) & ((%s))" % (") | (".join(tmp))
print cut
plotter = Plotter("ZZ4l", cut, "./ntuples", "./plots/zz/4e",
channels=["zz4l"], lumi=19.7)
plotter.add_group("zz", r"$ZZ$", "ZZTo*", "ggZZ*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("dyjets", "Z+Jets", "Z[1234]jets*",
facecolor='orange', edgecolor='darkorange')
plotter.add_group("ggH", r"$H(125)$", "GluGlu*125*",
facecolor='lightcoral', edgecolor='maroon')
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("zz", "ggH")
#plotter.add_group("top", "Top", "TTJets*", "T_*", "Tbar_*",
# facecolor='mediumseagreen', edgecolor='darkgreen')
#plotter.add_group("zz", "ZZ", "ZZTo*",
# facecolor='lightskyblue', edgecolor='darkblue')
#plotter.add_group("wz", "WZ", "WZJets*",
# facecolor='mediumpurple', edgecolor='midnightblue')
#plotter.add_group("wwv", "WWV", "WW[WZ]*",
# facecolor="tomato", edgecolor="red")
#plotter.add_group("ttv", "TTV", "TT[WZ]*",
# facecolor="springgreen", edgecolor="seagreen")
#plotter.add_group("dyjets", "Z+Jets", "Z[1234]jets*",
# facecolor='orange', edgecolor='darkorange')
#plotter.add_group("ggH", "H(125)", "GluGlu*125*",
# facecolor='lightcoral', edgecolor='maroon')
#plotter.add_group("data", "Observed", "data_*", isdata=True)
#plotter.stack_order("top","wz","wwv","ttv","dyjets","zz","ggH")
plotter.plot_stack('st.pdf', 'sT', 50, 0, 500,
title=_TITLE,
xlab=r'$s_T$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('m4l.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4\ell}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('mz1.pdf', 'z1mass', 30, 60, 120,
title=_TITLE,
xlab=r'$M_{Z_1}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('mz2.pdf', 'z2mass', 30, 60, 120,
title=_TITLE,
xlab=r'$M_{Z_2}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l1pt.pdf', 'l1Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_1)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l2pt.pdf', 'l2Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_2)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l3pt.pdf', 'l3Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_3)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l4pt.pdf', 'l4Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_4)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l1eta.pdf', 'l1Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_1)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l2eta.pdf', 'l2Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_2)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l3eta.pdf', 'l3Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_3)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l4eta.pdf', 'l4Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_4)$ (GeV)',
label_bin_width=True, log=False)
def zz_2e2mu():
channels = ["eemm", "mmee"]
tmp = ["channel == '%s'" % c for c in channels]
cut = "(mass > 0) & (40 < z1mass) & (z1mass < 120) & (12 < z2mass) & (z2mass < 120) & ((%s))" % (") | (".join(tmp))
plotter = Plotter("ZZ4l", cut, "./ntuples", "./plots/zz/2e2mu",
channels=["zz4l"], lumi=19.7)
plotter.add_group("zz", r"$ZZ$", "ZZTo*", "ggZZ*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("ggH", r"$H(125)$", "GluGlu*125*",
facecolor='lightcoral', edgecolor='maroon')
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("zz", "ggH")
plotter.plot_stack('m4l.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4l}$ (GeV)',
label_bin_width=True, log=False)
def zz_all():
channels = ["eeee", "mmmm", "eemm", "mmee"]
tmp = ["channel == '%s'" % c for c in channels]
cut = "(0 < mass) & (40 < z1mass) & (z1mass < 120) & (12 < z2mass) & (z2mass < 120) & ((%s))" % (") | (".join(tmp))
plotter = Plotter("ZZ4l", cut, "./ntuples", "./plots/zz/all",
channels=["zz4l"], lumi=19.7)
plotter.add_group("top", "Top", "TTJets*", "T_*", "Tbar_*",
facecolor='mediumseagreen', edgecolor='darkgreen')
plotter.add_group("zz", r"$ZZ$", "ZZTo*", "ggZZ*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("wz", "WZ", "WZJets*",
facecolor='mediumpurple', edgecolor='midnightblue')
plotter.add_group("wwv", "WWV", "WW[WZ]*",
facecolor="tomato", edgecolor="red")
plotter.add_group("ttv", "TTV", "TT[WZ]*",
facecolor="springgreen", edgecolor="seagreen")
plotter.add_group("dyjets", "Z+Jets", "Z[1234]jets*",
facecolor='orange', edgecolor='darkorange')
plotter.add_group("ggH", r"$H(125)$", "GluGlu*125*",
facecolor='lightcoral', edgecolor='maroon')
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("zz","ggH")
plotter.plot_stack('m4l.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4\ell}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('st.pdf', 'sT', 50, 0, 500,
title=_TITLE,
xlab=r'$s_T$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('mz1.pdf', 'z1mass', 30, 60, 120,
title=_TITLE,
xlab=r'$M_{Z_1}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('mz2.pdf', 'z2mass', 30, 60, 120,
title=_TITLE,
xlab=r'$M_{Z_2}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l1pt.pdf', 'l1Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_1)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l2pt.pdf', 'l2Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_2)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l3pt.pdf', 'l3Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_3)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l4pt.pdf', 'l4Pt', 20, 0, 100,
title=_TITLE,
xlab=r'$p_T(\ell_4)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l1eta.pdf', 'l1Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_1)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l2eta.pdf', 'l2Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_2)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l3eta.pdf', 'l3Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_3)$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('l4eta.pdf', 'l4Eta', 20, -2.5, 2.5,
title=_TITLE,
xlab=r'$\eta(\ell_4)$ (GeV)',
label_bin_width=True, log=False)
def zz_powheg_breakdown():
channels = ["eeee", "mmmm", "eemm", "mmee"]
tmp = ["channel == '%s'" % c for c in channels]
cut = "(0 < mass) & (60 < z1mass) & (z1mass < 120) & (60 < z2mass) & (z2mass < 120) & ((%s))" % (") | (".join(tmp))
#cut = "(0 < mass) & (60 < z1mass) & (z1mass < 120) & (60 < z2mass) & (z2mass < 120)"
plotter = Plotter("ZZ4l", cut, "./ntuples", "./plots/zz/powheg",
channels=["zz4l"], lumi=19.7)
plotter.add_group("4e", "ZZ to 4e", "ZZTo4e*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("4mu", "ZZ to 4mu", "ZZTo4mu*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("4tau", "ZZ to 4tau", "ZZTo4tau*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("2e2mu", "ZZ to 2e2mu", "ZZTo2e2mu*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("2e2tau", "ZZ to 2e2tau", "ZZTo2e2tau*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("2mu2tau", "ZZ to 2mu2tau", "ZZTo2mu2tau*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.stack_order("4e")
plotter.plot_stack('m4l_4e.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4l}$ (GeV)',
label_bin_width=True, log=False)
plotter.stack_order("4mu")
plotter.plot_stack('m4l_4mu.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4l}$ (GeV)',
label_bin_width=True, log=False)
#plotter.stack_order("4tau")
#plotter.plot_stack('m4l_4tau.pdf', 'mass', 50, 0, 500,
# title=_TITLE,
# xlab=r'$M_{4l}$ (GeV)',
# label_bin_width=True, log=False)
plotter.stack_order("2e2mu")
plotter.plot_stack('m4l_2e2mu.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4l}$ (GeV)',
label_bin_width=True, log=False)
plotter.stack_order("2e2tau")
plotter.plot_stack('m4l_2e2tau.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4l}$ (GeV)',
label_bin_width=True, log=False)
plotter.stack_order("2mu2tau")
plotter.plot_stack('m4l_2mu2tau.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4l}$ (GeV)',
label_bin_width=True, log=False)
def zz_breakdown():
channels = ["eeee", "mmmm", "eemm", "mmee"]
tmp = ["channel == '%s'" % c for c in channels]
#cut = "(0 < mass) & (60 < z1mass) & (z1mass < 120) & (60 < z2mass) & (z2mass < 120) & ((%s))" % (") | (".join(tmp))
cut = "(0 < mass) & (l1Pt > 20) & (l2Pt > 10) & (l3Pt > 10) & (l4Pt < 10) & ((%s))" % (") | (".join(tmp))
#cut = "(0 < mass) & (60 < z1mass) & (z1mass < 120) & (60 < z2mass) & (z2mass < 120)"
plotter = Plotter("ZZ4l", cut, "./ntuples", "./plots/zz/powheg",
channels=["zz4l"], lumi=19.7)
plotter.add_group("4e", "ZZ to 4e", "ZZTo4e*",
facecolor='mediumseagreen', edgecolor='darkgreen')
plotter.add_group("4mu", "ZZ to 4mu", "ZZTo4mu*",
facecolor='lightskyblue', edgecolor='darkblue')
plotter.add_group("4tau", "ZZ to 4tau", "ZZTo4tau*",
facecolor='mediumpurple', edgecolor='midnightblue')
plotter.add_group("2e2mu", "ZZ to 2e2mu", "ZZTo2e2mu*",
facecolor='tomato', edgecolor='red')
plotter.add_group("2e2tau", "ZZ to 2e2tau", "ZZTo2e2tau*",
facecolor='springgreen', edgecolor='seagreen')
plotter.add_group("2mu2tau", "ZZ to 2mu2tau", "ZZTo2mu2tau*",
facecolor='orange', edgecolor='darkorange')
plotter.add_group("data", "Observed", "data_*", isdata=True)
plotter.stack_order("4tau","2e2tau","2mu2tau", "2e2mu", "4e", "4mu")
plotter.plot_stack('m4l.pdf', 'mass', 50, 0, 500,
title=_TITLE,
xlab=r'$M_{4l}$ (GeV)',
label_bin_width=True, log=False, legend_size=10)
plotter.plot_stack('mz1.pdf', 'z1mass', 36, 0, 120,
title=_TITLE,
xlab=r'$M_{Z_1}$ (GeV)',
label_bin_width=True, log=False)
plotter.plot_stack('mz2.pdf', 'z2mass', 36, 0, 120,
title=_TITLE,
xlab=r'$M_{Z_2}$ (GeV)',
label_bin_width=True, log=False)
def main():
if sys.argv[1] == "zz4mu":
zz_4mu()
elif sys.argv[1] == "zz4e":
zz_4e()
elif sys.argv[1] == "zz2e2mu":
zz_2e2mu()
elif sys.argv[1] == "zz":
zz_all()
elif sys.argv[1] == "ctrl":
control()
elif sys.argv[1] == "smp":
zz_smp_m4l()
elif sys.argv[1] == "tt":
tt_control()
elif sys.argv[1] == "z":
z_control()
elif sys.argv[1] == "4l":
four_l()
elif sys.argv[1] == "mass_diffs":
mass_diffs()
elif sys.argv[1] == "z_veto":
z_veto()
elif sys.argv[1] == "2D":
two_D()
elif sys.argv[1] == "4l_em":
four_l_em()
elif sys.argv[1] == "sigshapes":
signal_shapes()
elif sys.argv[1] == "flow":
cut_flow()
elif sys.argv[1] == "powheg":
zz_powheg_breakdown()
elif sys.argv[1] == "breakdown":
zz_breakdown()
else:
raise ValueError("Incorrect option given: %s" % sys.argv[1])
if __name__ == "__main__":
main()