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EveNet

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  1. cutflow_summary.txt +32 -0
  2. cutflows.json +190 -0
  3. data_Combined_Balanced_run_133.parquet +3 -0
  4. data_Combined_Balanced_run_135.parquet +3 -0
  5. data_Combined_Balanced_run_185.parquet +3 -0
  6. data_Combined_Balanced_run_19.parquet +3 -0
  7. data_Combined_Balanced_run_198.parquet +3 -0
  8. data_Combined_Balanced_run_227.parquet +3 -0
  9. data_Combined_Balanced_run_256.parquet +3 -0
  10. data_Combined_Balanced_run_31.parquet +3 -0
  11. data_Combined_Balanced_run_331.parquet +3 -0
  12. data_Combined_Balanced_run_335.parquet +3 -0
  13. data_Combined_Balanced_run_390.parquet +3 -0
  14. data_Combined_Balanced_run_394.parquet +3 -0
  15. data_Combined_Balanced_run_421.parquet +3 -0
  16. data_Combined_Balanced_run_426.parquet +3 -0
  17. data_Combined_Balanced_run_45.parquet +3 -0
  18. data_Combined_Balanced_run_454.parquet +3 -0
  19. data_Combined_Balanced_run_464.parquet +3 -0
  20. data_Combined_Balanced_run_476.parquet +3 -0
  21. data_Combined_Balanced_run_519.parquet +3 -0
  22. data_Combined_Balanced_run_527.parquet +3 -0
  23. data_Combined_Balanced_run_556.parquet +3 -0
  24. data_Combined_Balanced_run_557.parquet +3 -0
  25. data_Combined_Balanced_run_565.parquet +3 -0
  26. data_Combined_Balanced_run_57.parquet +3 -0
  27. data_Combined_Balanced_run_585.parquet +3 -0
  28. data_Combined_Balanced_run_586.parquet +3 -0
  29. data_Combined_Balanced_run_617.parquet +3 -0
  30. data_Combined_Balanced_run_626.parquet +3 -0
  31. data_Combined_Balanced_run_627.parquet +3 -0
  32. data_Combined_Balanced_run_635.parquet +3 -0
  33. data_Combined_Balanced_run_657.parquet +3 -0
  34. data_Combined_Balanced_run_660.parquet +3 -0
  35. data_Combined_Balanced_run_706.parquet +3 -0
  36. data_Combined_Balanced_run_717.parquet +3 -0
  37. data_Combined_Balanced_run_74.parquet +3 -0
  38. data_Combined_Balanced_run_748.parquet +3 -0
  39. data_Combined_Balanced_run_751.parquet +3 -0
  40. data_Combined_Balanced_run_806.parquet +3 -0
  41. data_Combined_Balanced_run_828.parquet +3 -0
  42. data_Combined_Balanced_run_834.parquet +3 -0
  43. data_Combined_Balanced_run_850.parquet +3 -0
  44. data_Combined_Balanced_run_918.parquet +3 -0
  45. data_Combined_Balanced_run_925.parquet +3 -0
  46. data_Combined_Balanced_run_926.parquet +3 -0
  47. data_Combined_Balanced_run_939.parquet +3 -0
  48. data_Combined_Balanced_run_958.parquet +3 -0
  49. data_Combined_Balanced_run_968.parquet +3 -0
  50. shape_metadata.json +1 -0
cutflow_summary.txt ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Process Initial Final Eff. I. Portion [%] F. Portion [%]
2
+ QCD 30442519 18850277 61.92% 1.04% 3.48%
3
+ TTHadronics 80039297 20615192 25.76% 2.73% 3.81%
4
+ TTHadronics_mlm 38608000 9850145 25.51% 1.32% 1.82%
5
+ TT1L 90160000 14811777 16.43% 3.08% 2.74%
6
+ TT1L_mlm 36746160 5814220 15.82% 1.25% 1.07%
7
+ TT2L 128389900 13981650 10.89% 4.38% 2.58%
8
+ TT2L_mlm 47954236 4925678 10.27% 1.64% 0.91%
9
+ ttW_FullHadronics 92497466 14974348 16.19% 3.16% 2.77%
10
+ ttW_Leptonic 168280000 20766452 12.34% 5.74% 3.84%
11
+ ttW_tHtLWH 115623627 10331980 8.94% 3.94% 1.91%
12
+ ttW_tHtLWL 315787440 15988976 5.06% 10.77% 2.95%
13
+ ttZ_FullHadronics 85857700 20285517 23.63% 2.93% 3.75%
14
+ ttZ_Leptonic 119091500 10535560 8.85% 4.06% 1.95%
15
+ ttZ_tHtLZH 114159800 14355001 12.57% 3.89% 2.65%
16
+ ttZ_tHtLZL 310990141 10644400 3.42% 10.61% 1.97%
17
+ WJetsToQQ 55441196 31722996 57.22% 1.89% 5.86%
18
+ WJetsToLNu 65839629 16714209 25.39% 2.25% 3.09%
19
+ ZJetsToQQ 63846019 36488932 57.15% 2.18% 6.74%
20
+ ZJetsToLL 64842885 16560523 25.54% 2.21% 3.06%
21
+ WW_1L 130100339 35291762 27.13% 4.44% 6.52%
22
+ WW_2L 131456859 29599148 22.52% 4.48% 5.47%
23
+ ZZ_4L 115452550 17782171 15.40% 3.94% 3.29%
24
+ ZZ_2L 80798372 17470188 21.62% 2.76% 3.23%
25
+ WZ_1L 74922120 27681514 36.95% 2.56% 5.11%
26
+ WZ_2L 75342822 18324834 24.32% 2.57% 3.39%
27
+ WZ_3L 106028310 20131078 18.99% 3.62% 3.72%
28
+ HWW_WpLepWmLep 48089520 19656129 40.87% 1.64% 3.63%
29
+ HWW_WpHadWmHad 47759900 16606587 34.77% 1.63% 3.07%
30
+ HWW_WpLepWmHad 48233020 15263639 31.65% 1.65% 2.82%
31
+ HWW_WpHadWmLep 48414899 15223546 31.44% 1.65% 2.81%
32
+ Total 2931196226 541248429 18.47% 100.00% 100.00%
cutflows.json ADDED
@@ -0,0 +1,190 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "QCD": {
3
+ "cut_0: all": 30442519,
4
+ "cut_1: n_jet >= 2": 20635385,
5
+ "cut_2: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 18850277
6
+ },
7
+ "TTHadronics": {
8
+ "cut_0: all": 80039297,
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+ "cut_1: (n_bjet >= 2) & (n_jet >= 6)": 28527167,
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+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 25967179,
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+ "cut_3: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 3) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 3, axis=-1)[:, 3] > 20)": 20615192
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+ },
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+ "TTHadronics_mlm": {
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+ "cut_0: all": 38608000,
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+ "cut_1: (n_bjet >= 2) & (n_jet >= 6)": 13120635,
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+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 12014235,
17
+ "cut_3: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 3) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 3, axis=-1)[:, 3] > 20)": 9850145
18
+ },
19
+ "TT1L": {
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+ "cut_0: all": 90160000,
21
+ "cut_1: n_lep >= 1": 45158749,
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+ "cut_2: (n_bjet >= 2) & (n_jet >= 4)": 18469364,
23
+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 0) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 0, axis=-1)[:, 0] > 10)": 18469364,
24
+ "cut_4: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 16512019,
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+ "cut_5: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 14811777
26
+ },
27
+ "TT1L_mlm": {
28
+ "cut_0: all": 36746160,
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+ "cut_1: n_lep >= 1": 17092118,
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+ "cut_2: (n_bjet >= 2) & (n_jet >= 4)": 7126365,
31
+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 0) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 0, axis=-1)[:, 0] > 10)": 7126365,
32
+ "cut_4: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 6393651,
33
+ "cut_5: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 5814220
34
+ },
35
+ "TT2L": {
36
+ "cut_0: all": 128389900,
37
+ "cut_1: n_lep >= 2": 43186848,
38
+ "cut_2: n_bjet >= 2": 15843795,
39
+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 10)": 15843795,
40
+ "cut_4: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 13981650
41
+ },
42
+ "TT2L_mlm": {
43
+ "cut_0: all": 47954236,
44
+ "cut_1: n_lep >= 2": 14888990,
45
+ "cut_2: n_bjet >= 2": 5572771,
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+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 10)": 5572771,
47
+ "cut_4: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 4925678
48
+ },
49
+ "ttW_FullHadronics": {
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+ "cut_0: all": 92497466,
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+ "cut_1: (n_bjet >= 2) & (n_jet >= 8)": 26903973,
52
+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 25071725,
53
+ "cut_3: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 5) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 5, axis=-1)[:, 5] > 20)": 14974348
54
+ },
55
+ "ttW_Leptonic": {
56
+ "cut_0: all": 168280000,
57
+ "cut_1: (n_bjet >= 2) & (n_lep >= 1) & (n_jet >= 6)": 32168353,
58
+ "cut_2: (np.sum(is_lep.astype(bool), axis=-1) > 0) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 0, axis=-1)[:, 0] > 10)": 32168353,
59
+ "cut_3: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 29344834,
60
+ "cut_4: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 3) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 3, axis=-1)[:, 3] > 20)": 20766452
61
+ },
62
+ "ttW_tHtLWH": {
63
+ "cut_0: all": 115623627,
64
+ "cut_1: (n_bjet >= 2) & (n_lep >= 1) & (n_jet >= 6)": 16173038,
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+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 14699218,
66
+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 0) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 0, axis=-1)[:, 0] > 10)": 14699218,
67
+ "cut_4: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 3) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 3, axis=-1)[:, 3] > 20)": 10331980
68
+ },
69
+ "ttW_tHtLWL": {
70
+ "cut_0: all": 315787440,
71
+ "cut_1: (n_bjet >= 2) & (n_lep >= 2) & (n_jet >= 4)": 21106708,
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+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 18989984,
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+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 10)": 18989984,
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+ "cut_4: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 15988976
75
+ },
76
+ "ttZ_FullHadronics": {
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+ "cut_0: all": 85857700,
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+ "cut_1: (n_bjet >= 2) & (n_jet >= 8)": 32586662,
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+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 31072744,
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+ "cut_3: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 5) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 5, axis=-1)[:, 5] > 20)": 20285517
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+ },
82
+ "ttZ_Leptonic": {
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+ "cut_0: all": 119091500,
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+ "cut_1: (n_bjet >= 2) & (n_lep >= 2) & (n_jet >= 6)": 14344834,
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+ "cut_2: (np.sum(is_lep.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 10)": 14344834,
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+ "cut_3: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 13196284,
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+ "cut_4: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 3) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 3, axis=-1)[:, 3] > 20)": 10535560
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+ },
89
+ "ttZ_tHtLZH": {
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+ "cut_0: all": 114159800,
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+ "cut_1: (n_bjet >= 2) & (n_lep >= 1) & (n_jet >= 6)": 20432636,
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+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 19041472,
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+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 0) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 0, axis=-1)[:, 0] > 10)": 19041472,
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+ "cut_4: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 3) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 3, axis=-1)[:, 3] > 20)": 14355001
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+ },
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+ "ttZ_tHtLZL": {
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+ "cut_0: all": 310990141,
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+ "cut_1: (n_bjet >= 2) & (n_lep >= 3) & (n_jet >= 4)": 13106909,
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+ "cut_2: (np.sum(is_bjet.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_bjet.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 11841351,
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+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 2) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 2, axis=-1)[:, 2] > 10)": 11841351,
101
+ "cut_4: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 10644400
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+ },
103
+ "WJetsToQQ": {
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+ "cut_0: all": 55441196,
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+ "cut_1: n_jet >= 2": 45850185,
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+ "cut_2: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 31722996
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+ },
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+ "WJetsToLNu": {
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+ "cut_0: all": 65839629,
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+ "cut_1: n_lep >= 1": 16714209,
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+ "cut_2: (np.sum(is_lep.astype(bool), axis=-1) > 0) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 0, axis=-1)[:, 0] > 10)": 16714209
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+ },
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+ "ZJetsToQQ": {
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+ "cut_0: all": 63846019,
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+ "cut_1: n_jet >= 2": 53513017,
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+ "cut_2: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 36488932
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+ },
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+ "ZJetsToLL": {
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+ "cut_0: all": 64842885,
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+ "cut_1: n_lep >= 2": 16560523,
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+ "cut_2: (np.sum(is_lep.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 10)": 16560523
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+ },
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+ "WW_1L": {
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+ "cut_0: all": 130100339,
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+ "cut_1: n_lep >= 1": 48153653,
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+ "cut_2: n_jet >= 2": 45480052,
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+ "cut_3: (np.sum(is_lep.astype(bool), axis=-1) > 0) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 0, axis=-1)[:, 0] > 10)": 45480052,
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+ "cut_4: (np.sum((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, axis=-1) > 1) & (-np.partition(-np.where((~is_bjet.astype(bool)) & (~is_lep.astype(bool)) & is_valid, pt, -np.inf), 1, axis=-1)[:, 1] > 20)": 35291762
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+ },
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+ "WW_2L": {
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+ "cut_0: all": 131456859,
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+ "cut_1: n_lep >= 2": 29599148,
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+ "cut_2: (np.sum(is_lep.astype(bool), axis=-1) > 1) & (-np.partition(-np.where(is_lep.astype(bool), pt, -np.inf), 1, axis=-1)[:, 1] > 10)": 29599148
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+ },
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+ "ZZ_4L": {
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