"You're losing the game at one point (could be first or 2nd inning) but come from behind and win -or- you're winning the game at one point but end up losing. Which team in the MLB / NL / AL had the BEST improvement between the first half of the season and the second half of the season between 1980 and 1995? A positive value indicates the team did better. A negative value, the team did worse.
If you want to see the significance again of the ZScore and what it can be telling you, please see:https://baseballfan999.wixsite.com/baseballdat/post/what-does-the-zscore-tell-you
From the July to the end of the season
AL:
The best team: Toronto Blue Jays ZScore: 1.72
The worst team: the Detroit Tigers - ZScore: -1.99
NL:
The best team: New York Mets ZScore: 2.33
The worst team: Cincinnati Reds - ZScore: -1.52
Comeback win zscore totals comparing first and 2nd half to each other. 1st half (Mar-June) and 2nd (July - End) half side by side. The widest gap where Orange > Blue indicates most improved.
The figures based on this time frame 1980-1995
Green = Most improved NL and AL "devil magic" teams in 2nd half of season
Red = Most declined
Second Half Improvement:
Team ZScoreTotalImprovement
0 BAL 0.695811
1 NYA -0.213076
2 BOS -1.119686
3 HOU 0.877312
4 MIL 1.135334
5 MIN -0.134867
6 DET -1.986702
7 CHA 0.473291
8 CLE 0.748296
9 KCA 1.602185
10 TEX -0.353678
11 OAK -0.460152
12 CIN -1.519094
13 SLN -0.820766
14 PIT 0.254124
15 CHN 0.057446
16 SFN 0.356495
17 SDN -0.874391
18 LAN 0.128543
19 PHI -0.505291
20 NYN 2.332341
21 ATL -0.675484
22 TOR 1.724433
23 SEA -1.764318
24 ANA 0.157991
25 WAS -0.461770
26 COL 0.250123
27 MIA 0.095550
Total wins and Late Inn rally wins for first half and second half of season
Team D1stHalfRallyW D1stHalfBlownL D2ndHalfRallyW D2ndHalfBlownL
0 BAL 216 227 249 242
1 NYA 213 197 241 232
2 BOS 212 207 227 256
3 HOU 217 210 251 218
4 MIL 208 231 246 239
5 MIN 200 217 229 252
6 DET 225 191 224 249
7 CHA 218 219 240 228
8 CLE 180 223 248 269
9 KCA 207 202 248 192
10 TEX 207 230 221 258
11 OAK 227 193 261 241
12 CIN 240 196 230 228
13 SLN 230 193 227 212
14 PIT 184 217 236 262
15 CHN 188 221 219 253
16 SFN 221 211 241 220
17 SDN 213 221 221 257
18 LAN 193 205 222 232
19 PHI 214 207 231 240
20 NYN 190 239 235 219
21 ATL 222 202 246 246
22 TOR 225 218 264 205
23 SEA 226 210 222 258
24 ANA 207 213 230 233
25 WAS 219 203 241 239
26 COL 38 53 44 27
27 MIA 38 41 39 34
Total wins and Late Inn rally wins for first half and second half of season
Team FirstHalfRallyW FirstHalfBlownL SecondHalfRallyW SecondHalfBlownL
0 BAL 8.364288 9.206539 9.947216 9.383753
1 NYA 8.133560 6.933893 9.318306 8.624259
2 BOS 8.057368 7.655708 8.267127 10.500881
3 HOU 8.441915 7.879221 10.107653 7.614805
4 MIL 7.756185 9.533857 9.708968 9.152540
5 MIN 7.171029 8.413257 8.413445 10.175292
6 DET 9.075834 6.517956 8.050056 9.934466
7 CHA 8.519900 8.569055 9.241136 8.329434
8 CLE 5.808534 8.884938 9.867480 11.594456
9 KCA 7.681786 7.290334 9.867480 5.906746
10 TEX 7.681786 9.451492 7.835874 10.665598
11 OAK 9.237899 6.655172 10.929087 9.306361
12 CIN 10.326282 6.863677 8.487085 8.329434
13 SLN 9.483686 6.655172 8.267127 7.201410
14 PIT 6.069559 8.413257 8.935665 10.998878
15 CHN 6.336321 8.726282 7.694690 10.256209
16 SFN 8.756006 7.954440 9.318306 7.755167
17 SDN 8.133560 8.726282 7.835874 10.583080
18 LAN 6.677842 7.508487 7.906947 8.624259
19 PHI 8.210111 7.655708 8.561046 9.229290
20 NYN 6.471854 10.205646 8.860099 7.684826
21 ATL 8.835425 7.290334 9.708968 9.696523
22 TOR 9.075834 8.490977 11.181774 6.733697
23 SEA 9.156687 7.879221 7.906947 10.665598
24 ANA 7.681786 8.105950 8.487085 8.698766
25 WAS 8.598243 7.362694 9.318306 9.152540
26 COL 0.258874 0.501876 0.310605 0.116808
27 MIA 0.258874 0.300339 0.244024 0.185227
Total wins and Late Inn rally wins for first half and second half of season
Team FirstHalfTotW FirstHalfTotL SecondHalfTotW SecondHalfTotL
0 BAL 580 579 671 635
1 NYA 613 538 692 625
2 BOS 609 543 677 642
3 HOU 588 588 679 621
4 MIL 566 586 674 646
5 MIN 541 631 631 669
6 DET 614 543 661 656
7 CHA 567 579 687 636
8 CLE 536 610 626 694
9 KCA 575 571 698 623
10 TEX 577 588 600 703
11 OAK 609 574 663 627
12 CIN 611 559 649 654
13 SLN 592 570 672 634
14 PIT 554 587 653 672
15 CHN 545 621 628 671
16 SFN 576 608 654 637
17 SDN 566 619 615 678
18 LAN 620 555 664 635
19 PHI 582 568 646 677
20 NYN 567 580 672 646
21 ATL 593 573 638 661
22 TOR 607 568 689 608
23 SEA 542 652 565 714
24 ANA 595 581 617 681
25 WAS 617 546 671 637
26 COL 94 121 103 105
27 MIA 91 121 91 117
Team ZScoresFirstHalfRallyW ZScoresSecondHalfRallyW
0 BAL 0.376161 0.647142
1 NYA 0.274648 0.387814
2 BOS 0.241125 -0.045635
3 HOU 0.410315 0.713297
4 MIL 0.108613 0.548902
5 MIN -0.148840 0.014698
6 DET 0.689222 -0.135143
7 CHA 0.444626 0.355993
8 CLE -0.748300 0.614263
9 KCA 0.075879 0.614263
10 TEX 0.075879 -0.223461
11 OAK 0.760526 1.052012
12 CIN 1.239385 0.045064
13 SLN 0.868666 -0.045635
14 PIT -0.633456 0.230034
15 CHN -0.516088 -0.281677
16 SFN 0.548506 0.387814
17 SDN 0.274648 -0.223461
18 LAN -0.365829 -0.194154
19 PHI 0.308328 0.075561
20 NYN -0.456458 0.198874
21 ATL 0.583449 0.548902
22 TOR 0.689222 1.156207
23 SEA 0.724795 -0.194154
24 ANA 0.075879 0.045064
25 WAS 0.479095 0.387814
26 COL -3.189998 -3.326471
27 MIA -3.189998 -3.353926
Second Half Won/Loss Spread over First Half Won / Loss spread:
Team FirstHalfImprovementZScores SecondHalfImprovementZScores
0 BAL -0.491878 0.344608
1 NYA 0.669618 0.413464
2 BOS 0.215691 -1.130365
3 HOU 0.307291 1.361971
4 MIL -1.023970 0.340898
5 MIN -0.719395 -0.881529
6 DET 1.442203 -0.946155
7 CHA -0.040744 0.528233
8 CLE -1.762722 -0.863141
9 KCA 0.209884 2.135987
10 TEX -1.019438 -1.444620
11 OAK 1.456338 0.903156
12 CIN 1.956836 0.130622
13 SLN 1.596148 0.609445
14 PIT -1.345940 -1.040439
15 CHN -1.372255 -1.303195
16 SFN 0.443168 0.871736
17 SDN -0.349939 -1.401108
18 LAN -0.485276 -0.330745
19 PHI 0.302575 -0.304872
20 NYN -2.136661 0.667215
21 ATL 0.866104 0.054056
22 TOR 0.319898 2.392964
23 SEA 0.713872 -1.407143
24 ANA -0.254059 -0.064126
25 WAS 0.690029 0.134902
26 COL -0.151009 0.149682
27 MIA -0.036370 0.078497
Team FirstHalfWinWeight FirstHalfLossWeight SecondHalfWinWeight \
0 BAL 0.038724 0.040557 0.039949
1 NYA 0.038186 0.035197 0.038665
2 BOS 0.038006 0.036984 0.036419
3 HOU 0.038903 0.037520 0.040270
4 MIL 0.037289 0.041272 0.039467
5 MIN 0.035855 0.038771 0.036740
6 DET 0.040337 0.034125 0.035938
7 CHA 0.039082 0.039128 0.038505
8 CLE 0.032270 0.039843 0.039788
9 KCA 0.037110 0.036091 0.039788
10 TEX 0.037110 0.041093 0.035456
11 OAK 0.040696 0.034483 0.041874
12 CIN 0.043026 0.035019 0.036900
13 SLN 0.041233 0.034483 0.036419
14 PIT 0.032987 0.038771 0.037863
15 CHN 0.033704 0.039485 0.035136
16 SFN 0.039620 0.037699 0.038665
17 SDN 0.038186 0.039485 0.035456
18 LAN 0.034600 0.036627 0.035617
19 PHI 0.038365 0.036984 0.037061
20 NYN 0.034062 0.042701 0.037703
21 ATL 0.039799 0.036091 0.039467
22 TOR 0.040337 0.038949 0.042355
23 SEA 0.040516 0.037520 0.035617
24 ANA 0.037110 0.038056 0.036900
25 WAS 0.039261 0.036269 0.038665
26 COL 0.006812 0.009469 0.007059
27 MIA 0.006812 0.007325 0.006257
SecondHalfLossWeight
0 0.038776
1 0.037174
2 0.041019
3 0.034930
4 0.038295
5 0.040378
6 0.039897
7 0.036533
8 0.043102
9 0.030764
10 0.041340
11 0.038616
12 0.036533
13 0.033969
14 0.041980
15 0.040538
16 0.035251
17 0.041179
18 0.037174
19 0.038455
20 0.035091
21 0.039417
22 0.032847
23 0.041340
24 0.037334
25 0.038295
26 0.004326
27 0.005448
Team FirstHalfRallyW FirstHalfBlownL SecondHalfRallyW SecondHalfBlownL
0 BAL 8.364288 9.206539 9.947216 9.383753
1 NYA 8.133560 6.933893 9.318306 8.624259
2 BOS 8.057368 7.655708 8.267127 10.500881
3 HOU 8.441915 7.879221 10.107653 7.614805
4 MIL 7.756185 9.533857 9.708968 9.152540
5 MIN 7.171029 8.413257 8.413445 10.175292
6 DET 9.075834 6.517956 8.050056 9.934466
7 CHA 8.519900 8.569055 9.241136 8.329434
8 CLE 5.808534 8.884938 9.867480 11.594456
9 KCA 7.681786 7.290334 9.867480 5.906746
10 TEX 7.681786 9.451492 7.835874 10.665598
11 OAK 9.237899 6.655172 10.929087 9.306361
12 CIN 10.326282 6.863677 8.487085 8.329434
13 SLN 9.483686 6.655172 8.267127 7.201410
14 PIT 6.069559 8.413257 8.935665 10.998878
15 CHN 6.336321 8.726282 7.694690 10.256209
16 SFN 8.756006 7.954440 9.318306 7.755167
17 SDN 8.133560 8.726282 7.835874 10.583080
18 LAN 6.677842 7.508487 7.906947 8.624259
19 PHI 8.210111 7.655708 8.561046 9.229290
20 NYN 6.471854 10.205646 8.860099 7.684826
21 ATL 8.835425 7.290334 9.708968 9.696523
22 TOR 9.075834 8.490977 11.181774 6.733697
23 SEA 9.156687 7.879221 7.906947 10.665598
24 ANA 7.681786 8.105950 8.487085 8.698766
25 WAS 8.598243 7.362694 9.318306 9.152540
26 COL 0.258874 0.501876 0.310605 0.116808
27 MIA 0.258874 0.300339 0.244024 0.185227
Team FirstHalfWPercentTot SecondHalfWPercentTot
0 BAL 0.456778 0.543222
1 NYA 0.466057 0.533943
2 BOS 0.493575 0.506425
3 HOU 0.455100 0.544900
4 MIL 0.444095 0.555905
5 MIN 0.460139 0.539861
6 DET 0.529948 0.470052
7 CHA 0.479696 0.520304
8 CLE 0.370536 0.629464
9 KCA 0.437727 0.562273
10 TEX 0.495035 0.504965
11 OAK 0.458070 0.541930
12 CIN 0.548880 0.451120
13 SLN 0.534268 0.465732
14 PIT 0.404496 0.595504
15 CHN 0.451594 0.548406
16 SFN 0.484445 0.515555
17 SDN 0.509321 0.490679
18 LAN 0.457863 0.542137
19 PHI 0.489538 0.510462
20 NYN 0.422115 0.577885
21 ATL 0.476447 0.523553
22 TOR 0.448021 0.551979
23 SEA 0.536620 0.463380
24 ANA 0.475097 0.524903
25 WAS 0.479905 0.520095
26 COL 0.454581 0.545419
27 MIA 0.514765 0.485235Here's the input data generated by the custom program designed to extract the scenario.Apr includes March reg season games. Sept includes Oct reg season games. Please note the Expos are referenced as WAS Team,AprW,AprL,MayW,MayL,JunW,JunL,JulW,JulL,AugW,AugL,SepW,SepL,AprW_LBY5Plus,AprW_LBY4,AprW_LBY3,AprW_LBY2,AprW_LBY1,MayW_LBY5Plus,MayW_LBY4,MayW_LBY3,MayW_LBY2,MayW_LBY1,JunW_LBY5Plus,JunW_LBY4,JunW_LBY3,JunW_LBY2,JunW_LBY1,JulW_LBY5Plus,JulW_LBY4,JulW_LBY3,JulW_LBY2,JulW_LBY1,AugW_LBY5Plus,AugW_LBY4,AugW_LBY3,AugW_LBY2,AugW_LBY1,SepW_LBY5Plus,SepW_LBY4,SepW_LBY3,SepW_LBY2,SepW_LBY1,AprL_WBY5Plus,AprL_WBY4,AprL_WBY3,AprL_WBY2,AprL_WBY1,MayL_WBY5Plus,MayL_WBY4,MayL_WBY3,MayL_WBY2,MayL_WBY1,JunL_WBY5Plus,JunL_WBY4,JunL_WBY3,JunL_WBY2,JunL_WBY1,JulL_WBY5Plus,JulL_WBY4,JulL_WBY3,JulL_WBY2,JulL_WBY1,AugL_WBY5Plus,AugL_WBY4,AugL_WBY3,AugL_WBY2,AugL_WBY1,SepL_WBY5Plus,SepL_WBY4,SepL_WBY3,SepL_WBY2,SepL_WBY1
BAL,138,171,233,199,209,209,217,186,225,211,229,238,2,1,5,16,29,2,2,8,22,49,6,2,7,22,43,1,2,9,17,46,2,3,5,26,48,2,6,10,29,43,0,5,7,23,42,1,7,10,21,36,1,4,3,22,45,3,4,5,23,37,3,6,9,19,47,0,3,11,32,40
NYA,162,141,239,190,212,207,224,182,221,230,247,213,1,2,3,13,28,2,5,8,18,43,4,8,12,21,45,6,4,11,16,46,4,1,5,15,36,3,4,16,15,59,1,5,7,13,27,2,1,13,17,30,3,1,7,28,42,2,7,9,14,35,3,4,13,20,48,2,6,9,21,39
BOS,164,138,234,198,211,207,210,201,232,211,235,230,2,3,5,16,34,4,8,6,26,31,0,1,11,23,42,3,6,6,20,30,2,7,12,15,48,1,7,7,22,41,1,4,8,10,28,0,7,5,13,49,6,4,6,31,35,1,4,12,23,42,5,5,9,19,47,3,3,14,23,46
HOU,162,158,209,223,217,207,206,201,229,203,244,217,2,2,7,12,30,1,3,7,20,48,4,2,9,26,44,3,2,5,16,47,4,5,9,23,47,4,3,11,23,49,1,1,11,14,35,4,7,9,21,34,1,1,16,14,41,2,1,9,14,42,2,2,5,25,44,2,2,10,27,31
MIL,156,134,203,232,207,220,203,210,242,214,229,222,2,5,7,15,32,4,5,10,16,40,2,3,3,24,40,4,4,6,16,42,1,3,11,26,47,3,3,9,31,40,1,3,8,13,34,1,4,10,16,50,3,4,9,24,51,5,3,13,14,37,2,1,12,23,46,3,2,3,16,59
MIN,140,184,197,235,204,212,199,206,201,238,231,225,0,5,6,16,31,2,2,8,20,36,2,8,7,12,45,0,5,10,20,37,2,3,9,21,50,3,2,8,15,44,2,5,9,22,34,5,8,8,23,33,1,4,7,18,38,1,6,5,21,47,1,5,10,26,47,1,6,13,20,43
DET,154,150,230,201,230,192,201,211,225,224,235,221,2,3,6,16,29,5,3,8,21,52,1,3,12,27,37,0,3,8,25,38,2,3,12,15,37,2,4,16,19,40,3,5,8,14,29,5,0,10,17,48,2,2,4,17,27,4,5,14,20,43,4,4,12,26,42,1,5,8,17,44
CHA,150,144,205,222,212,213,208,203,217,224,262,209,1,6,8,14,35,1,6,6,14,49,2,4,9,21,42,7,3,12,22,39,2,2,10,16,43,2,3,10,16,53,2,3,4,17,23,4,4,6,25,52,1,6,14,12,46,3,5,6,19,44,3,2,7,27,43,1,2,9,13,44
CLE,137,158,203,235,196,217,187,223,218,236,221,235,0,3,5,11,20,2,6,9,17,39,3,2,8,22,33,3,2,9,17,38,2,6,9,22,49,4,7,15,27,38,4,5,5,18,26,5,10,10,21,37,2,4,13,19,44,1,2,15,22,43,3,4,14,25,49,2,5,8,36,40
KCA,136,157,224,210,215,204,214,201,258,184,226,238,1,5,5,12,30,3,4,7,21,44,1,2,5,19,48,0,7,10,15,44,4,1,10,37,41,0,3,12,19,45,1,5,4,13,27,2,3,10,17,46,3,3,10,13,45,2,0,13,12,39,1,5,4,16,30,0,3,6,17,44
TEX,149,153,207,230,221,205,184,224,201,236,215,243,4,4,8,10,29,2,7,9,16,41,3,5,7,22,40,2,2,9,16,44,4,2,12,19,36,0,2,8,24,41,0,2,11,12,30,1,5,6,22,56,0,10,11,21,43,1,5,8,22,48,4,1,12,16,53,2,1,16,23,46
OAK,185,144,215,217,209,213,205,208,236,197,222,222,3,3,10,16,35,1,4,12,21,43,1,6,11,20,41,4,4,14,19,49,4,7,12,20,51,1,3,11,15,47,1,2,6,18,25,1,4,11,20,34,3,5,5,22,36,2,1,9,25,38,3,3,9,23,45,5,1,15,23,39
CIN,165,145,228,207,218,207,193,212,222,218,234,224,2,1,12,10,33,9,4,13,22,41,3,4,16,31,39,4,3,11,14,38,4,5,13,21,33,2,5,15,22,40,1,2,5,9,29,4,6,9,16,34,0,3,8,26,44,4,4,10,20,39,2,3,4,15,44,3,2,7,15,56
SLN,161,144,213,219,218,207,203,200,233,195,236,239,1,3,8,16,36,5,3,14,20,36,2,4,13,20,49,5,2,9,16,39,1,3,9,17,48,2,2,6,23,45,1,0,6,14,20,2,1,11,18,48,2,2,5,22,41,4,3,10,15,36,2,2,4,19,41,3,3,5,14,51
PIT,154,139,192,229,208,219,205,211,211,233,237,228,2,0,5,14,24,1,4,4,23,32,0,1,8,27,39,4,3,12,16,44,0,3,5,17,39,3,5,9,26,50,1,1,5,16,25,5,3,11,17,49,2,2,9,23,48,4,4,7,21,44,3,4,15,23,49,1,5,6,22,54
CHN,133,169,220,212,192,240,200,202,218,219,210,250,2,1,6,8,21,2,4,3,24,48,1,1,9,23,35,1,5,7,14,44,4,3,12,17,44,2,6,6,19,35,2,1,7,14,32,6,2,12,17,42,2,4,12,19,49,2,1,11,20,32,2,4,12,24,45,3,4,17,27,49
SFN,154,175,214,220,208,213,217,185,210,219,227,233,3,0,3,19,24,2,1,17,14,61,1,4,8,23,41,1,1,14,20,47,4,2,13,17,41,4,4,7,22,44,1,1,2,19,35,1,1,10,32,39,3,1,8,24,34,2,4,8,14,37,3,4,12,22,41,1,3,6,28,35
SDN,155,171,196,238,215,210,182,222,211,221,222,235,0,2,6,15,28,1,2,15,19,41,2,4,12,18,48,3,2,8,20,30,1,2,11,13,49,4,4,9,19,46,1,3,5,12,27,2,3,11,26,54,4,6,6,27,34,3,3,7,23,47,5,4,13,20,40,1,4,4,33,50
LAN,177,153,232,193,211,209,201,205,224,208,239,222,2,1,3,22,26,1,2,7,18,43,1,4,5,24,34,1,4,13,13,34,2,2,12,16,40,0,4,10,28,43,1,1,10,16,25,0,2,8,17,37,5,6,9,27,41,3,4,6,18,32,3,3,8,15,58,4,5,14,24,35
PHI,144,156,223,198,215,214,203,212,212,229,231,236,1,5,7,18,27,2,5,10,25,33,5,6,8,19,43,3,2,5,18,31,5,5,9,15,55,0,5,10,19,49,4,0,6,13,24,4,1,8,15,50,2,3,14,20,43,2,2,14,16,50,2,3,16,10,44,1,8,11,21,40
NYN,156,138,210,215,201,227,220,189,215,228,237,229,0,0,6,14,32,3,1,11,17,37,3,1,9,22,34,2,3,7,22,42,2,2,7,21,52,2,2,2,32,37,3,4,5,14,26,1,4,16,20,51,2,3,10,32,48,2,2,6,15,37,2,2,5,19,55,1,6,10,19,38
ATL,146,164,228,206,219,203,202,208,217,216,219,237,2,2,10,7,28,5,4,8,19,45,1,4,13,21,53,4,3,4,22,45,0,4,8,21,51,2,7,10,22,43,2,2,8,18,26,1,1,12,25,30,1,6,9,25,36,1,3,10,19,45,1,7,9,21,35,4,6,12,19,54
TOR,167,152,224,211,216,205,219,185,228,219,242,204,2,4,9,22,27,2,7,9,19,49,2,6,5,22,40,2,1,9,27,37,5,9,9,27,54,2,2,12,22,46,3,0,7,15,33,2,4,11,17,48,1,2,13,15,47,4,3,8,17,41,1,3,10,19,31,2,5,10,16,35
SEA,148,189,205,231,189,232,175,221,181,249,209,244,0,2,12,21,34,3,3,18,26,39,4,6,6,17,35,4,4,11,18,37,1,5,12,19,32,3,3,9,20,44,3,4,4,17,26,4,4,5,25,39,3,4,7,20,45,3,6,10,24,29,2,5,12,20,51,2,5,13,22,54
ANA,178,151,210,222,207,208,208,199,210,224,199,258,2,3,7,23,25,2,3,7,20,42,1,2,12,20,38,2,6,10,24,36,5,2,11,18,46,0,2,8,22,38,0,1,8,18,34,2,5,10,23,40,3,5,6,32,26,6,2,7,16,43,6,6,6,17,39,2,4,16,17,46
WAS,156,148,230,202,231,196,219,189,215,217,237,231,1,0,2,12,37,1,2,17,18,54,1,3,5,24,42,0,5,6,22,43,2,6,8,19,48,1,4,10,21,46,1,0,7,10,33,2,2,11,20,44,2,1,10,14,46,4,4,6,20,38,3,3,13,12,54,2,4,5,26,45
COL,22,27,33,52,39,42,41,42,28,40,34,23,1,0,1,2,1,0,0,2,5,10,2,0,1,5,8,1,1,4,2,8,0,0,3,2,7,0,0,4,5,7,0,1,0,6,6,1,3,3,3,12,0,2,1,6,9,0,1,3,2,7,0,0,2,3,4,0,0,3,1,1
MIA,23,29,30,50,38,42,32,48,35,34,24,35,0,1,0,3,3,1,1,1,5,7,0,2,3,1,10,1,1,2,3,4,1,0,1,10,6,0,1,1,1,7,0,1,0,1,7,1,0,0,3,12,0,1,3,6,6,0,1,0,2,10,0,1,2,1,6,0,1,1,6,3
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