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ggf scan
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@rkansal47
rkansal47 committed Apr 9, 2024
1 parent 0321947 commit 195d0d4
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Showing 106 changed files with 996 additions and 2 deletions.
Binary file added ...ggf_txbb_HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/2016APV_templates.pkl
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Binary file added ...an/ggf_txbb_HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/2016_templates.pkl
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Binary file added ...an/ggf_txbb_HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/2017_templates.pkl
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Binary file added ...an/ggf_txbb_HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/2018_templates.pkl
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16 changes: 16 additions & 0 deletions ...HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/cutflows/2016/fail_cutflow.csv
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Original file line number Diff line number Diff line change
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,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,0.9147081031687907,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.5004685004690957,0.4994711834603742,0.4962259584857532
QCD,717986.216814939,956785.8146709627,956785.8146709627,948406.4124347997,941617.267942029,869523.3038219259,867657.9790364413,864309.9524441543
TT,63126.80979180276,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,57849.38865600453,51692.7750387919,45855.75882626402
ST,5417.824558008516,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,4975.144333231859,4551.820250132849,4096.554038402913
W+Jets,9487.889178263631,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,8761.032580281351,8739.245520711138,8712.0092431092
Z+Jets,12055.822300436781,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,8780.64329542228,8757.428162246923,8705.421191878318
Diboson,544.751536187187,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,411.0222919937146,392.2938498674006,372.65305188907155
ggFHbb,120.74204174793252,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,64.79382636813872,64.74865084736501,64.46713244012037
VBFHbb,32.24173303425971,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,16.484571753235592,16.437195753462237,16.323889119902795
ZHbb,32.70020301080715,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,16.65360867894448,16.612144920406166,16.450482111492907
WHbb,56.014320595270185,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,30.95485250830875,30.88751958901922,30.681005896115494
ggZHbb,4.8805631912185055,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,2.9184107343100223,2.910521083705739,2.8845698425856767
ttHbb,156.94119216557863,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,125.70638645514036,110.94553172707145,95.85122594771495
HWW,80.56791059341468,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,73.51495857472764,60.99742349867558,50.51093923412037
Data,1047903.0,1047903.0,1047903.0,1047903.0,1047903.0,978656.0,968276.0,956637.0
16 changes: 16 additions & 0 deletions ...HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/cutflows/2016/pass_cutflow.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF < 0.999,BDTScore >= 0.997,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,0.9147081031687907,0.9147081031687907,0.9147081031687907,0.9088022319312213,0.9037950499185726,0.894212043817242,0.0387118997167675,0.018425040279056552,0.018412545616595027,0.018272209545545523
QCD,717986.216814939,956785.8146709627,956785.8146709627,948406.4124347997,941617.267942029,941611.5011837472,6.348761679723219,0.0,0.0,0.0
TT,63126.80979180276,63126.80979180276,63126.80979180276,62714.21430804499,62290.703474200425,62288.9303772574,6.9872715026032655,0.24932923468683327,0.24932923468683327,0.24932923468683327
ST,5417.824558008516,5417.824558008516,5417.824558008516,5380.176293677084,5350.773696634727,5350.7186052379175,0.42494279259955414,0.0,0.0,0.0
W+Jets,9487.889178263631,9487.889178263631,9487.889178263631,9424.292575831972,9375.118673797197,9374.685787885508,1.7089746595781194,0.08231603149506145,0.08231603149506145,0.08231603149506145
Z+Jets,12055.822300436781,12055.822300436781,12055.822300436781,11968.016139487008,11904.514452147456,11904.380330249478,1.1200377590065647,0.26020927673713995,0.26020927673713995,0.26020927673713995
Diboson,544.751536187187,544.751536187187,544.751536187187,541.5192000426408,539.5255957808083,539.5255957808083,0.0,0.0,0.0,0.0
ggFHbb,120.74204174793252,120.74204174793252,120.74204174793252,120.02707196890958,119.27175261578469,119.27175261578469,0.0,0.0,0.0,0.0
VBFHbb,32.24173303425971,32.24173303425971,32.24173303425971,32.089487243194796,31.921442997500897,31.921442997500897,0.0,0.0,0.0,0.0
ZHbb,32.70020301080715,32.70020301080715,32.70020301080715,32.51666448179822,32.40029638484181,32.40029638484181,0.0017282926164173262,0.0,0.0,0.0
WHbb,56.014320595270185,56.014320595270185,56.014320595270185,55.69337399997595,55.51504919284625,55.51504919284625,0.0008742045615378661,0.0,0.0,0.0
ggZHbb,4.8805631912185055,4.8805631912185055,4.8805631912185055,4.852821845932874,4.827078996358681,4.826854261517424,0.00042443859180320265,0.0,0.0,0.0
ttHbb,156.94119216557863,156.94119216557863,156.94119216557863,155.9939482895008,154.97672213467678,154.97141978934926,0.014563974622872478,0.0036584764558746513,0.0036584764558746513,0.0036584764558746513
HWW,80.56791059341468,80.56791059341468,80.56791059341468,80.1332628058381,79.59897023669294,79.52003283293574,0.3498378339351518,0.0582715763517282,0.05550621903120814,0.05107008238189527
Data,1047903.0,1047903.0,1047903.0,1047903.0,1047903.0,1047879.0,72.0,3.0,3.0,3.0
16 changes: 16 additions & 0 deletions ...ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/cutflows/2016APV/fail_cutflow.csv
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Original file line number Diff line number Diff line change
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,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,1.108127280079604,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,0.6026957289234147,0.6016510056744842,0.5986132591960669
QCD,900603.372757249,1219440.0804636534,1219440.0804636534,1208187.047601593,1199914.6854996895,1111498.619746399,1109610.6343678196,1105869.5976310647
TT,76537.02908224265,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,69938.88658792693,62635.99089340385,55597.8674456494
ST,6617.229257123121,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,6050.820338631384,5529.707231105482,5002.047143842368
W+Jets,12421.273275458932,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,11442.253400278574,11412.903695028288,11384.467954695778
Z+Jets,14717.02364266734,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,10727.869736783909,10701.638383937348,10650.717213815227
Diboson,703.6912877316817,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,528.7134051722733,504.23954045538136,481.2735473948868
ggFHbb,138.81856362723408,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,75.20842279058951,74.96614782550914,74.33711788628149
VBFHbb,40.60062332311162,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,21.070718661218983,20.993015662317408,20.85774979151046
ZHbb,38.56092725636813,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,19.427045508031014,19.35053781207776,19.211950685719827
WHbb,66.232275837835,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,36.48748529828537,36.40318784730249,36.20218290278865
ggZHbb,5.921431593700421,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,3.510250809527511,3.501842745573473,3.4772459484994482
ttHbb,187.9810602386041,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,150.0386171526095,132.47937019794853,114.833435044434
HWW,97.55810924622651,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,88.77048162422129,74.1425987878431,61.542463920915
Data,1331012.0,1331012.0,1331012.0,1331012.0,1331012.0,1241426.0,1229484.0,1216045.0
16 changes: 16 additions & 0 deletions ...ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/cutflows/2016APV/pass_cutflow.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF < 0.999,BDTScore >= 0.997,bbFatJetParticleNetMD_Txbb >= 0.9883,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,1.108127280079604,1.108127280079604,1.108127280079604,1.1005594143174928,1.0940812392241102,1.08307212221333,0.04846700247919388,0.02256616842186125,0.022536028589181738,0.022451249732231428
QCD,900603.372757249,1219440.0804636534,1219440.0804636534,1208187.047601593,1199914.6854996895,1199906.968442861,4.7747549543241306,0.0,0.0,0.0
TT,76537.02908224265,76537.02908224265,76537.02908224265,76036.67089183381,75504.25522211792,75501.22743606972,8.347223107060373,0.3945775865303661,0.3945775865303661,0.3599296285002885
ST,6617.229257123121,6617.229257123121,6617.229257123121,6568.071623368754,6530.558860743446,6530.296016033862,0.7217616923256962,0.0,0.0,0.0
W+Jets,12421.273275458932,12421.273275458932,12421.273275458932,12341.31450378544,12265.115729916284,12264.238969325628,1.5688897258105596,0.0,0.0,0.0
Z+Jets,14717.02364266734,14717.02364266734,14717.02364266734,14601.426751424733,14517.101697865306,14517.037556219659,0.9767908755627582,0.4467200827588412,0.4467200827588412,0.4467200827588412
Diboson,703.6912877316817,703.6912877316817,703.6912877316817,699.1389217855917,695.3097641927543,695.3097641927543,0.0,0.0,0.0,0.0
ggFHbb,138.81856362723408,138.81856362723408,138.81856362723408,138.12124620347993,137.14696515108136,137.14696515108136,0.0,0.0,0.0,0.0
VBFHbb,40.60062332311162,40.60062332311162,40.60062332311162,40.47235839402518,40.3369080970762,40.3369080970762,0.0,0.0,0.0,0.0
ZHbb,38.56092725636813,38.56092725636813,38.56092725636813,38.30734801182328,38.14508043229702,38.14508043229702,0.005879306153889316,0.004885259938253187,0.004885259938253187,0.004885259938253187
WHbb,66.232275837835,66.232275837835,66.232275837835,65.79568909543664,65.5789510146088,65.5789510146088,0.002068149949222107,0.002068149949222107,0.002068149949222107,0.002068149949222107
ggZHbb,5.921431593700421,5.921431593700421,5.921431593700421,5.88900772329133,5.855043713430598,5.855043713430598,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128,0.00023700317884601128
ttHbb,187.9810602386041,187.9810602386041,187.9810602386041,186.85674951555848,185.63841488932138,185.6322493149411,0.02368282147260172,0.004279904709807237,0.004279904709807237,0.0034517462215170706
HWW,97.55810924622651,97.55810924622651,97.55810924622651,97.00857794271565,96.26976864081334,96.14411210086026,0.47017424653213646,0.06565817689334665,0.063557776585965,0.06305164152648421
Data,1331012.0,1331012.0,1331012.0,1331012.0,1331012.0,1330979.0,88.0,6.0,6.0,6.0
16 changes: 16 additions & 0 deletions ...HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/cutflows/2017/fail_cutflow.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,1.676130328580837,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,0.8958404102473586,0.8942229325316694,0.8882082761216553
QCD,1117757.9198795073,1251971.716351885,1251971.716351885,1247814.9781850395,1244750.07933536,1143331.0221521324,1141294.8337143487,1135611.1443310194
TT,114729.52068857195,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,105921.95209069573,94109.79714396792,83049.76136771697
ST,9991.097357360093,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,9235.433282805323,8334.993552497284,7467.605774977011
W+Jets,14710.822213085146,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,13595.578384585595,13559.796461576161,13505.576176223845
Z+Jets,21597.004857058182,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,15519.657395224112,15484.087587123968,15381.734217811074
Diboson,936.1606241609028,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,667.6647629648394,632.5861554357709,596.7387960574015
ggFHbb,224.56874142701201,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,118.69483039355298,118.45821610291918,117.43612354633522
VBFHbb,66.27722451912622,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,32.62717765129778,32.50248820703429,32.14584089330372
ZHbb,63.465766584473805,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,31.762660021899208,31.686928147229867,31.366574301967624
WHbb,108.86564442012758,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,59.065988888646665,58.93673588594653,58.452439970124345
ggZHbb,9.5080271296301,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,5.72297987523155,5.705324578194473,5.652641230197077
ttHbb,312.2634270090423,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,250.87374886015397,220.27784457550888,190.01347347091334
HWW,150.72907678953348,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,137.96777014331087,114.03306188818213,93.65408916850045
Data,1414872.0,1414872.0,1414872.0,1414872.0,1414872.0,1307299.0,1290258.0,1271831.0
16 changes: 16 additions & 0 deletions ...HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/cutflows/2017/pass_cutflow.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,BDTScoreVBF < 0.999,BDTScore >= 0.997,bbFatJetParticleNetMD_Txbb >= 0.987,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,1.676130328580837,1.676130328580837,1.676130328580837,1.6712036429905937,1.6670538167650584,1.6381645128552338,0.09638876748477747,0.047455516620138256,0.04736553577834877,0.047096119986210126
QCD,1117757.9198795073,1251971.716351885,1251971.716351885,1247814.9781850395,1244750.07933536,1244732.1343265425,28.270668198432602,0.5410178985312957,0.5410178985312957,0.5410178985312957
TT,114729.52068857195,114729.52068857195,114729.52068857195,114375.90267312861,114019.19131760647,114013.39252180453,14.684293222471652,1.366719621146402,1.2384167447997547,1.2271526067099368
ST,9991.097357360093,9991.097357360093,9991.097357360093,9956.444147193402,9930.244963807756,9928.917874231587,2.422009603292811,0.32920936883476043,0.32920936883476043,0.32920936883476043
W+Jets,14710.822213085146,14710.822213085146,14710.822213085146,14672.491652608198,14641.631954844934,14640.307900717218,5.1749417315619155,0.3917440518634182,0.3917440518634182,0.3917440518634182
Z+Jets,21597.004857058182,21597.004857058182,21597.004857058182,21522.694272012075,21479.126831498128,21478.311853248793,2.5688993438901186,0.4899108856822614,0.4899108856822614,0.4899108856822614
Diboson,936.1606241609028,936.1606241609028,936.1606241609028,932.3120773317856,930.6761200627391,930.6761200627391,0.28001420954562,0.0,0.0,0.0
ggFHbb,224.56874142701201,224.56874142701201,224.56874142701201,224.09132954605533,223.5656191986538,223.5656191986538,0.0,0.0,0.0,0.0
VBFHbb,66.27722451912622,66.27722451912622,66.27722451912622,66.16198883813554,66.0249915252132,65.99365088886346,0.0,0.0,0.0,0.0
ZHbb,63.465766584473805,63.465766584473805,63.465766584473805,63.322797344840964,63.235634550720064,63.23426270035958,0.007126967067461129,0.0012476993426627087,0.0012476993426627087,0.0012476993426627087
WHbb,108.86564442012758,108.86564442012758,108.86564442012758,108.63886528171966,108.52664862322723,108.51995537902327,0.017437523476570453,0.004243795206367422,0.004243795206367422,0.004243795206367422
ggZHbb,9.5080271296301,9.5080271296301,9.5080271296301,9.483212575914823,9.46312346044892,9.462879793200281,0.00028610063665912794,7.357237055640027e-05,7.357237055640027e-05,7.357237055640027e-05
ttHbb,312.2634270090423,312.2634270090423,312.2634270090423,311.1744105719533,310.21793216817366,310.2091465105803,0.06634591622631673,0.009146404942324795,0.009146404942324795,0.009146404942324795
HWW,150.72907678953348,150.72907678953348,150.72907678953348,150.22850888691733,149.66583899443282,149.38456187395192,0.7998051720396722,0.14687007124218288,0.145150697374493,0.145150697374493
Data,1414872.0,1414872.0,1414872.0,1414872.0,1414872.0,1414811.0,138.0,14.0,14.0,13.0
16 changes: 16 additions & 0 deletions ...HP_ggf_bdt_0.997_vbf_txbb_HP_vbf_bdt_0.999_lepton_veto_Hbb/cutflows/2018/fail_cutflow.csv
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Original file line number Diff line number Diff line change
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,Pre-selection,QCD SF,LP SF,bbFatJetPt >= 300,VVFatJetPt >= 300,0.8 ≤ bbFatJetParticleNetMD_Txbb < 0.988,0 ≤ nGoodElectronsHbb < 0.9,0 ≤ nGoodMuonsHbb < 0.9
HHbbVV,1.706591057896172,1.706591057896172,1.706591057896172,1.7015566173379557,1.6972136772823412,0.9190088385201398,0.9176210422036953,0.9122969413182195
QCD,1126208.5372077704,1204990.9790546382,1204990.9790546382,1200602.6007629426,1197348.6443478006,1104547.0875960502,1102740.2451124121,1097895.7291425697
TT,126178.01663528237,126178.01663528237,126178.01663528237,125736.76451680924,125277.36730359304,116599.95090076892,103981.30488887471,92210.60579980828
ST,11213.018738828063,11213.018738828063,11213.018738828063,11169.638460634647,11140.701326371089,10406.739448924864,9465.671360719316,8470.971887203146
W+Jets,15930.077126498532,15930.077126498532,15930.077126498532,15879.105249841276,15839.028146450515,14735.248177124195,14701.824166958033,14654.67246611781
Z+Jets,22772.15825578505,22772.15825578505,22772.15825578505,22686.559702053375,22632.448203335458,16527.802774467553,16488.516825375747,16399.994020361104
Diboson,1008.665041486354,1008.665041486354,1008.665041486354,1005.7273485190779,1002.5646524206695,735.1400831268293,699.9038897446987,657.5111830370222
ggFHbb,223.1087799478259,223.1087799478259,223.1087799478259,222.70977922577623,221.84267517383097,118.83069782823124,118.50890749585295,117.71607895684042
VBFHbb,71.28205035333777,71.28205035333777,71.28205035333777,71.07985098566151,70.91620020246836,34.5702626195899,34.37638854131194,34.11231919727691
ZHbb,67.12062616739404,67.12062616739404,67.12062616739404,66.94564806851947,66.83746928536593,33.82185049357222,33.73795206116671,33.43353444175514
WHbb,116.35029311753367,116.35029311753367,116.35029311753367,116.05038178984395,115.9228032874135,63.43625607381106,63.28735582029798,62.79638013885441
ggZHbb,10.311005316400479,10.311005316400479,10.311005316400479,10.281565783116413,10.257879490979624,6.377457754008497,6.357071664076266,6.30406004646172
ttHbb,354.83801865944884,354.83801865944884,354.83801865944884,353.44976648602244,352.0183047201511,286.00148024139133,252.06585376212362,218.18546229837858
HWW,172.07437391871363,172.07437391871363,172.07437391871363,171.42603695737873,170.6479795943025,158.30630794355912,131.71694054746354,108.82235045068049
Data,1383108.0,1383108.0,1383108.0,1383108.0,1383108.0,1284894.0,1267208.0,1248869.0
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