Replication Data for: Ordering Sequential Competitions to Reduce Order Relevance: Soccer Penalty Shootouts (doi:10.34691/FK2/QEZXKG)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
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Document Description
Citation
Title:	Replication Data for: Ordering Sequential Competitions to Reduce Order Relevance: Soccer Penalty Shootouts
Identification Number:	doi:10.34691/FK2/QEZXKG
Distributor:	Repositorio de datos de investigación de la Universidad de Chile
Date of Distribution:	2020-10-15
Version:	1
Bibliographic Citation:	Olivares, Marcelo, 2020, "Replication Data for: Ordering Sequential Competitions to Reduce Order Relevance: Soccer Penalty Shootouts", https://doi.org/10.34691/FK2/QEZXKG, Repositorio de datos de investigación de la Universidad de Chile, V1, UNF:6:ZTQbO6hQyZk7a90QcMTx4w== [fileUNF]
Study Description
Citation
Title:	Replication Data for: Ordering Sequential Competitions to Reduce Order Relevance: Soccer Penalty Shootouts
Identification Number:	doi:10.34691/FK2/QEZXKG
Authoring Entity:	Olivares, Marcelo (Universidad de Chile)
Distributor:	Repositorio de datos de investigación de la Universidad de Chile
Access Authority:	Olivares, Marcelo
Depositor:	Olivares, Marcelo
Date of Deposit:	2020-10-14
Holdings Information:	https://doi.org/10.34691/FK2/QEZXKG
Study Scope
Keywords:	Business and Management, Engineering, Mathematical Sciences, Decision Analysis: Sequential, Decision Analysis: Applications, Industries: Recreation-sports, Networks-Graphs, Statistics
Abstract:	This dataset can be used to replicate the empirical results presented in the paper. In sequential competitions, the order in which teams take turns may have an impact on performance and the outcome. Previous studies with penalty shootouts have shown mixed evidence of a possible advantage for the first shooting team. This has led to some debate on whether a change in the rules of the game is needed. This work contributes to the debate by collecting an extensive dataset of shootouts which corroborates an advantage for the first shooter, albeit with a smaller effect than what has been documented in previous research. To evaluate the impact of alternative ordering of shots, we model shootouts as a probability network, calibrate it using the data from the traditional ordering, and use the model to conduct counterfactual analysis. Our results show that alternating the team that shoots first in each round would reduce the impact of ordering. These results were in part developed as an alternative to field studies to support IFAB's consideration of changing the shooting order.
Notes:	To be posted upon publication
Methodology and Processing
Sources Statement
Data Access
Other Study Description Materials
Related Publications
Citation
Identification Number:	10.2139/ssrn.3358682
Bibliographic Citation:	Rudi, Nils and Olivares, Marcelo and Shetty, Aditya, Ordering Sequential Competitions to Reduce Order Relevance: Soccer Penalty Shootouts (March 23, 2019).
File Description--f359
File: aph_ABAB.tab
	Number of cases: 10 No. of variables per record: 1 Type of File: text/tab-separated-values
Notes:	UNF:6:gJ1/xwUer7Z3awu+uVh3HA==
File Description--f356
File: aph_ABBA.tab
	Number of cases: 10 No. of variables per record: 1 Type of File: text/tab-separated-values
Notes:	UNF:6:OzIeJuMtY92BCIqUbLQgYQ==
File Description--f377
File: aph_competition_mapping.tab
	Number of cases: 16 No. of variables per record: 2 Type of File: text/tab-separated-values
Notes:	UNF:6:zAQHFq22+VQdoxlBy3C/Aw==
File Description--f372
File: aph_tm.tab
	Number of cases: 10 No. of variables per record: 1 Type of File: text/tab-separated-values
Notes:	UNF:6:kxvDm9AKC6dL7C/Z83VE8g==
File Description--f364
File: bootstrap_aph.tab
	Number of cases: 180 No. of variables per record: 26 Type of File: text/tab-separated-values
Notes:	UNF:6:MxfjTS3ZnvYjkBJFFF6aug==
File Description--f378
File: bootstrap_extended.tab
	Number of cases: 180 No. of variables per record: 26 Type of File: text/tab-separated-values
Notes:	UNF:6:d95ncOoRtOQxqwqvNaN/iw==
File Description--f366
File: extended_ABAB.tab
	Number of cases: 10 No. of variables per record: 1 Type of File: text/tab-separated-values
Notes:	UNF:6:PvhJnm67hLWQHJjD6Z+HyQ==
File Description--f363
File: extended_ABBA.tab
	Number of cases: 10 No. of variables per record: 1 Type of File: text/tab-separated-values
Notes:	UNF:6:dS1ZVDJ6inGHtBZcNPrBeg==
File Description--f369
File: extended_tm-1.tab
	Number of cases: 10 No. of variables per record: 1 Type of File: text/tab-separated-values
Notes:	UNF:6:O58nT4lzPoly5j0rBEA55g==
File Description--f371
File: fig_1_drifts.tab
	Number of cases: 18 No. of variables per record: 4 Type of File: text/tab-separated-values
Notes:	UNF:6:QWdu6Nu1XZygvJObW3Dp1A==
File Description--f358
File: fig_1_scoring_proportions_by_round-1.tab
	Number of cases: 6 No. of variables per record: 8 Type of File: text/tab-separated-values
Notes:	UNF:6:jqRr/3WQxk9u1Z2nf1j0Rg==
File Description--f374
File: international_competitions.tab
	Number of cases: 81 No. of variables per record: 2 Type of File: text/tab-separated-values
Notes:	UNF:6:e51tBku9f629LmOZHIkEyg==
File Description--f370
File: shootout_data.tab
	Number of cases: 1623 No. of variables per record: 9 Type of File: text/tab-separated-values
Notes:	UNF:6:y2W6OAweok64NmKBzR4NQA==
File Description--f357
File: table_1.tab
	Number of cases: 13 No. of variables per record: 3 Type of File: text/tab-separated-values
Notes:	UNF:6:svuC2k+dJciInL19K7o19A==
File Description--f351
File: table_2.tab
	Number of cases: 2 No. of variables per record: 5 Type of File: text/tab-separated-values
Notes:	UNF:6:fzp2/XW8a3Oq5ReLgM/quQ==
Variable Description
List of Variables:	val - val val - val my_competition_ID - my_competition_ID aer_competition - aer_competition val - val iteration_number - iteration_number round_adjusted - round_adjusted gd - gd n0 - n0 n1 - n1 n2 - n2 n6 - n6 n5 - n5 n12 - n12 n11 - n11 n4 - n4 n3 - n3 n10 - n10 n9 - n9 n_tri_up - n_tri_up n_tri_0 - n_tri_0 n_tri_down - n_tri_down has_trinomial - has_trinomial tri_up - tri_up tri_0 - tri_0 tri_down - tri_down p_s - p_s q_s - q_s q_splus1 - q_splus1 q_prime_s - q_prime_s q_prime_splus1 - q_prime_splus1 iteration_number - iteration_number round_adjusted - round_adjusted gd - gd n0 - n0 n1 - n1 n2 - n2 n6 - n6 n5 - n5 n12 - n12 n11 - n11 n4 - n4 n3 - n3 n10 - n10 n9 - n9 n_tri_up - n_tri_up n_tri_0 - n_tri_0 n_tri_down - n_tri_down has_trinomial - has_trinomial tri_up - tri_up tri_0 - tri_0 tri_down - tri_down p_s - p_s q_s - q_s q_splus1 - q_splus1 q_prime_s - q_prime_s q_prime_splus1 - q_prime_splus1 val - val val - val val - val round_adjusted - round_adjusted gd - gd n0 - n0 drift - drift a.round_adjusted - a.round_adjusted team_A - team_A s_A - s_A n_A - n_A team_B - team_B s_B - s_B n_B - n_B p_value - p_value competition_ID - competition_ID is_international - is_international uri - uri competition - competition competition_ID - competition_ID date - date homeTeam - homeTeam awayTeam - awayTeam homeShotFirst - homeShotFirst goal_scored - goal_scored is_aph_competition - is_aph_competition aer_competition - aer_competition n - n p - p is_international - is_international n_extended - n_extended p_extended - p_extended n_aph - n_aph p_aph - p_aph
Variables
val
f359 Location:	Summary Statistics: Max. 0.5576036866359446; Min. 0.488648039377283; Mean 0.5388964563861027; StDev 0.020160446816699196; Valid 10.0 Variable Format: numeric Notes: UNF:6:gJ1/xwUer7Z3awu+uVh3HA==
val
f356 Location:	Summary Statistics: Min. 0.4719449332914034; Valid 10.0; StDev 0.02465626291945693; Max. 0.5494365815276946; Mean 0.5195883513964212 Variable Format: numeric Notes: UNF:6:OzIeJuMtY92BCIqUbLQgYQ==
my_competition_ID
f377 Location:	Variable Format: character Notes: UNF:6:leeFxc2rUHzEkZ2/3WjnMQ==
aer_competition
f377 Location:	Variable Format: character Notes: UNF:6:ZQlEiwI3ZWsMvDNvcr7szg==
val
f372 Location:	Summary Statistics: Mean 0.4741936144175677; StDev 0.013355594954973593; Valid 10.0; Max. 0.49665341682644626; Min. 0.4466820465157343 Variable Format: numeric Notes: UNF:6:kxvDm9AKC6dL7C/Z83VE8g==
iteration_number
f364 Location:	Summary Statistics: Max. 10.0; Min. 1.0; Mean 5.5; StDev 2.880293281156428; Valid 180.0 Variable Format: numeric Notes: UNF:6:er4UmoSKOk30Da0x8yIL3g==
round_adjusted
f364 Location:	Summary Statistics: Max. 6.0; StDev 1.2618156644097112; Min. 1.0; Mean 3.5; Valid 180.0 Variable Format: numeric Notes: UNF:6:DZLoHKrpbDkTltLiAcgH2A==
gd
f364 Location:	Summary Statistics: Mean 0.0; Min. -2.0; Max. 2.0; Valid 180.0; StDev 1.1579214666396973 Variable Format: numeric Notes: UNF:6:q1OoMvEWzH5euUWuYugsLQ==
n0
f364 Location:	Summary Statistics: Max. 868.0; StDev 209.06952227876764; Min. 26.0; Mean 257.22777777777776; Valid 180.0 Variable Format: numeric Notes: UNF:6:WjGoRZCNpkNBBHrQOAEASQ==
n1
f364 Location:	Summary Statistics: Valid 180.0; StDev 156.8411643606003; Mean 191.66666666666669; Min. 17.0; Max. 687.0; Variable Format: numeric Notes: UNF:6:NuEl5DrSGyeftrK6xMbkLA==
n2
f364 Location:	Summary Statistics: Valid 180.0; Min. 3.0; Mean 65.5611111111111; Max. 247.0; StDev 53.242479353398664; Variable Format: numeric Notes: UNF:6:pr4oEgoXpEJCt0CpJnPlWA==
n6
f364 Location:	Summary Statistics: StDev 16.61957873319228; Valid 180.0; Max. 74.0; Mean 17.772222222222222; Min. 0.0 Variable Format: numeric Notes: UNF:6:3k21BFlVPLr5/kXJiiiU8g==
n5
f364 Location:	Summary Statistics: Max. 183.0; Valid 180.0; StDev 40.50550345392422; Min. 0.0; Mean 43.61666666666667 Variable Format: numeric Notes: UNF:6:vbf4F+lzCHBp11g7Wm7mKQ==
n12
f364 Location:	Summary Statistics: Valid 180.0; Max. 113.0; StDev 32.97798063411264; Min. 0.0; Mean 31.85 Variable Format: numeric Notes: UNF:6:apNF+G12Z1ANSUa+h9obDw==
n11
f364 Location:	Summary Statistics: Mean 83.78333333333333; StDev 88.69300987112788; Valid 180.0; Max. 358.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:H6aPmiDfWe0Wtf+grSJpqA==
n4
f364 Location:	Summary Statistics: Mean 49.2; Max. 172.0; StDev 42.561608320096404; Valid 180.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:JwNRD5zJrQy4sgsmaoclrg==
n3
f364 Location:	Summary Statistics: StDev 124.73342848352189; Min. 0.0; Valid 180.0; Mean 131.54444444444442; Max. 533.0 Variable Format: numeric Notes: UNF:6:+/rcZNlVgS3+TeoVrMynlA==
n10
f364 Location:	Summary Statistics: Valid 180.0; StDev 12.584635879160315; Mean 11.61111111111111; Max. 54.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:a+HvL+MYISCCrQ68rJWIUQ==
n9
f364 Location:	Summary Statistics: StDev 28.35012975687296; Max. 104.0; Valid 180.0; Mean 26.955555555555556; Min. 0.0 Variable Format: numeric Notes: UNF:6:nJIQV/hLdiV1ei7a4+PFNg==
n_tri_up
f364 Location:	Summary Statistics: Max. 172.0; StDev 42.561608320096404; Min. 0.0; Valid 180.0; Mean 49.2; Variable Format: numeric Notes: UNF:6:JwNRD5zJrQy4sgsmaoclrg==
n_tri_0
f364 Location:	Summary Statistics: Min. 0.0; StDev 146.47182122650017; Mean 140.5; Valid 180.0; Max. 600.0; Variable Format: numeric Notes: UNF:6:g5bP9+jUFrm/CnF1zgiaxw==
n_tri_down
f364 Location:	Summary Statistics: Mean 43.61666666666667; Max. 183.0; StDev 40.50550345392422; Valid 180.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:vbf4F+lzCHBp11g7Wm7mKQ==
has_trinomial
f364 Location:	Variable Format: character Notes: UNF:6:CiedqgK9BqnELZv2BEy1/Q==
tri_up
f364 Location:	Summary Statistics: Mean 0.27895588739029126; Valid 179.0; StDev 0.2705435563010021; Min. 0.0; Max. 1.0; Variable Format: numeric Notes: UNF:6:bSKXGBjpMXbQzKZFWHe7Kg==
tri_0
f364 Location:	Summary Statistics: Valid 179.0; Mean 0.46397807352366344; Max. 0.716216216216216; Min. 0.0; StDev 0.260918608491915; Variable Format: numeric Notes: UNF:6:E0DQgPm4zJYKHFY7EW03Fg==
tri_down
f364 Location:	Summary Statistics: StDev 0.2695349452535839; Valid 179.0; Mean 0.25706603908604536; Max. 1.0; Min. 0.0; Variable Format: numeric Notes: UNF:6:6a7yul+9t/whNdF1Qh9Olw==
p_s
f364 Location:	Summary Statistics: Mean 0.7457158139498986; StDev 0.0528358591853478; Min. 0.62962962962963; Valid 180.0; Max. 0.947368421052632 Variable Format: numeric Notes: UNF:6:1m8G6Kvn+BauIwRtD233xw==
q_s
f364 Location:	Summary Statistics: Mean 0.7036347226732458; Max. 1.0; Min. 0.0; Valid 160.0; StDev 0.12523800765686144 Variable Format: numeric Notes: UNF:6:r/tjaS8QR3XasoEjytnV/Q==
q_splus1
f364 Location:	Summary Statistics: Min. 0.597402597402597; StDev 0.06115373581021532; Max. 0.91304347826087; Mean 0.7293604416572242; Valid 160.0 Variable Format: numeric Notes: UNF:6:b/Trj+p1xgA+x1J5HBxTgw==
q_prime_s
f364 Location:	Summary Statistics: Max. 1.0; StDev 0.06716860633554386; Valid 160.0; Mean 0.7224995505321256; Min. 0.5 Variable Format: numeric Notes: UNF:6:GrB/31Shb6gWgsUDGA/+fA==
q_prime_splus1
f364 Location:	Summary Statistics: Mean 0.7153788885200765; Max. 0.91304347826087; Min. 0.558139534883721; StDev 0.05488747116861739; Valid 160.0; Variable Format: numeric Notes: UNF:6:OO1SNgVuprx1idggEYvveQ==
iteration_number
f378 Location:	Summary Statistics: Valid 180.0; Min. 1.0; StDev 2.880293281156428; Mean 5.5; Max. 10.0 Variable Format: numeric Notes: UNF:6:er4UmoSKOk30Da0x8yIL3g==
round_adjusted
f378 Location:	Summary Statistics: Max. 6.0; StDev 1.2618156644097112; Mean 3.5; Valid 180.0; Min. 1.0 Variable Format: numeric Notes: UNF:6:DZLoHKrpbDkTltLiAcgH2A==
gd
f378 Location:	Summary Statistics: Valid 180.0; Min. -2.0; Mean 0.0; Max. 2.0; StDev 1.1579214666396973 Variable Format: numeric Notes: UNF:6:q1OoMvEWzH5euUWuYugsLQ==
n0
f378 Location:	Summary Statistics: Valid 180.0; StDev 397.0147424740992; Mean 487.33888888888885; Min. 55.0; Max. 1623.0; Variable Format: numeric Notes: UNF:6:nTAUhPSK9egAJLcy6aihJA==
n1
f378 Location:	Summary Statistics: Min. 37.0; StDev 297.5941839031564; Max. 1229.0; Valid 180.0; Mean 362.59444444444443 Variable Format: numeric Notes: UNF:6:i0z5hqFkgC4y1fJkQA0nrQ==
n2
f378 Location:	Summary Statistics: Min. 10.0; Mean 124.74444444444445; Valid 180.0; StDev 101.06782512860335; Max. 432.0; Variable Format: numeric Notes: UNF:6:CwEwXy6IbdX17KJkeBqqIQ==
n6
f378 Location:	Summary Statistics: Max. 127.0; Valid 180.0; StDev 30.060466169357003; Mean 34.62777777777778; Min. 0.0 Variable Format: numeric Notes: UNF:6:V+LFgkDgXdPeZ6OMnMIEPg==
n5
f378 Location:	Summary Statistics: Max. 327.0; Valid 180.0; StDev 77.61869007550867; Mean 82.5611111111111; Min. 0.0 Variable Format: numeric Notes: UNF:6:FOYc76QUoBIT9avL+6JbNA==
n12
f378 Location:	Summary Statistics: Min. 0.0; Max. 205.0; StDev 60.52240890890382; Mean 59.69444444444444; Valid 180.0; Variable Format: numeric Notes: UNF:6:sLQLikt75Rg+n1ETF5P47A==
n11
f378 Location:	Summary Statistics: Valid 180.0; Min. 0.0; Max. 648.0; Mean 157.60555555555555; StDev 167.43305164932602; Variable Format: numeric Notes: UNF:6:w9yjDk51Wx6Gk3nBqpbkvA==
n4
f378 Location:	Summary Statistics: StDev 80.74138831918542; Valid 180.0; Max. 302.0; Min. 0.0; Mean 93.58333333333334 Variable Format: numeric Notes: UNF:6:hijWHdiW4HImNd3OTmz+Hg==
n3
f378 Location:	Summary Statistics: Valid 180.0; Mean 248.57777777777778; Min. 0.0; Max. 949.0; StDev 235.05829434004428 Variable Format: numeric Notes: UNF:6:fE+0AB8vrhs6Wc06cL8Sog==
n10
f378 Location:	Summary Statistics: Valid 180.0; Min. 0.0; StDev 21.601902202605896; Max. 74.0; Mean 22.183333333333334 Variable Format: numeric Notes: UNF:6:UfVH2NPordFXy9sy4r5VNw==
n9
f378 Location:	Summary Statistics: StDev 51.44044636311003; Max. 197.0; Mean 50.205555555555556; Valid 180.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:e/AAm7dVEujhaGWqjABd/Q==
n_tri_up
f378 Location:	Summary Statistics: StDev 80.74138831918542; Min. 0.0; Valid 180.0; Max. 302.0; Mean 93.58333333333334; Variable Format: numeric Notes: UNF:6:hijWHdiW4HImNd3OTmz+Hg==
n_tri_0
f378 Location:	Summary Statistics: Max. 1060.0; Min. 0.0; Valid 180.0; StDev 274.0113482949447; Mean 268.4 Variable Format: numeric Notes: UNF:6:Oy8K6zgg+yJylkOlGTZAYw==
n_tri_down
f378 Location:	Summary Statistics: Valid 180.0; Min. 0.0; Max. 327.0; Mean 82.5611111111111; StDev 77.61869007550867 Variable Format: numeric Notes: UNF:6:FOYc76QUoBIT9avL+6JbNA==
has_trinomial
f378 Location:	Variable Format: character Notes: UNF:6:0DghVYlaTySOBxCObcNVRQ==
tri_up
f378 Location:	Summary Statistics: Min. 0.0; Max. 1.0; StDev 0.2667896634094846; Valid 180.0; Mean 0.27531878947883315 Variable Format: numeric Notes: UNF:6:yrUFQcNG0tYljxmP037rzQ==
tri_0
f378 Location:	Summary Statistics: Min. 0.0; Valid 180.0; Mean 0.47443589895038263; StDev 0.257297775239879; Max. 0.719101123595506 Variable Format: numeric Notes: UNF:6:5C0WAg6GiuK2ct15V1hXUA==
tri_down
f378 Location:	Summary Statistics: Max. 1.0; Mean 0.2502453115707843; StDev 0.2732366357981531; Valid 180.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:Jf7BPx6hf7MUitjvL962/A==
p_s
f378 Location:	Summary Statistics: Valid 180.0; StDev 0.044938140045728915; Mean 0.744770694346271; Max. 0.890625; Min. 0.60932944606414; Variable Format: numeric Notes: UNF:6:Jboss7z61Y4gvzx4BfFG1Q==
q_s
f378 Location:	Summary Statistics: Mean 0.6924942323341372; Max. 0.923076923076923; StDev 0.08779830112800341; Valid 160.0; Min. 0.227272727272727; Variable Format: numeric Notes: UNF:6:N748hDFZvhhccuJktEuGbw==
q_splus1
f378 Location:	Summary Statistics: Valid 160.0; Mean 0.7219498364082714; Min. 0.60377358490566; StDev 0.04504895824617503; Max. 0.860759493670886; Variable Format: numeric Notes: UNF:6:ipnuQKznO+34ALCMnOfwQg==
q_prime_s
f378 Location:	Summary Statistics: Min. 0.555555555555556; Max. 0.923076923076923; Valid 160.0; StDev 0.0475661083438344; Mean 0.7190101599684756 Variable Format: numeric Notes: UNF:6:9IhAwvYZSjsinSLxhPOd4Q==
q_prime_splus1
f378 Location:	Summary Statistics: Max. 0.833333333333333; StDev 0.041390928676108406; Valid 160.0; Mean 0.7135680791535328; Min. 0.60377358490566; Variable Format: numeric Notes: UNF:6:4vDzAnGEqrWXcr1kKrzpow==
val
f366 Location:	Summary Statistics: Mean 0.5481823783117683; Max. 0.5619223659889093; Valid 10.0; Min. 0.5311152187307455; StDev 0.010040798724442449; Variable Format: numeric Notes: UNF:6:PvhJnm67hLWQHJjD6Z+HyQ==
val
f363 Location:	Summary Statistics: StDev 0.00984064506487052; Mean 0.5094727594411779; Max. 0.5226010231139017; Min. 0.4885046062959959; Valid 10.0; Variable Format: numeric Notes: UNF:6:dS1ZVDJ6inGHtBZcNPrBeg==
val
f369 Location:	Summary Statistics: Mean 0.48370405826063173; Valid 10.0; Min. 0.47181797472975645; Max. 0.49761137699347735; StDev 0.008507676421549683; Variable Format: numeric Notes: UNF:6:O58nT4lzPoly5j0rBEA55g==
round_adjusted
f371 Location:	Summary Statistics: Mean 3.5; Max. 6.0; Min. 1.0; Valid 18.0; StDev 1.2947859237091257; Variable Format: numeric Notes: UNF:6:em1yb3JDt/u8slv/OTwj9Q==
gd
f371 Location:	Summary Statistics: Valid 18.0; StDev 1.1881770515720091; Min. -2.0; Max. 2.0; Mean 0.0 Variable Format: numeric Notes: UNF:6:ScQc/9GJD/Krmd3DunX5nA==
n0
f371 Location:	Summary Statistics: StDev 409.1381504379552; Max. 1623.0; Valid 18.0; Min. 67.0; Mean 488.44444444444446 Variable Format: numeric Notes: UNF:6:vEYtUppGRDZSkdWSQYqGUQ==
drift
f371 Location:	Summary Statistics: Valid 18.0; Min. -0.175392670157068; StDev 0.08057818138913579; Mean 0.02498401892210219; Max. 0.191489361702128; Variable Format: numeric Notes: UNF:6:UCwnIP0hZMPTCbtBipHeCw==
a.round_adjusted
f358 Location:	Summary Statistics: Min. 1.0; Max. 6.0; Valid 6.0; Mean 3.5; StDev 1.8708286933869707 Variable Format: numeric Notes: UNF:6:VxWdqGLO9z1LjKj+NmEFLA==
team_A
f358 Location:	Summary Statistics: Valid 6.0; Min. 0.724074074074074; StDev 0.01399315493536812; Mean 0.7435885114334305; Max. 0.760320394331485 Variable Format: numeric Notes: UNF:6:M+uAJChOOgQ4iWObEkhkpA==
s_A
f358 Location:	Summary Statistics: Min. 782.0; Mean 1092.1666666666667; Max. 1234.0; Valid 6.0; StDev 194.77927678956675; Variable Format: numeric Notes: UNF:6:KcYyFEb6UXbaGN0jyKQIPw==
n_A
f358 Location:	Summary Statistics: Mean 1465.3333333333333; Min. 1080.0; Max. 1623.0; Valid 6.0; StDev 239.33797581384087; Variable Format: numeric Notes: UNF:6:6+V1DI114YZua51waKdRHQ==
team_B
f358 Location:	Summary Statistics: Max. 0.758471965495995; Mean 0.7187386689600368; StDev 0.028805842257573995; Min. 0.691244239631336; Valid 6.0 Variable Format: numeric Notes: UNF:6:lGgV3ABOVZUXn7un5UGAPw==
s_B
f358 Location:	Summary Statistics: StDev 264.71223369286633; Mean 999.1666666666666; Max. 1231.0; Valid 6.0; Min. 600.0; Variable Format: numeric Notes: UNF:6:NzPlLPyjgIGAsofiZP8HOw==
n_B
f358 Location:	Summary Statistics: Valid 6.0; Mean 1381.6666666666667; StDev 328.00101625858827; Max. 1623.0; Min. 868.0 Variable Format: numeric Notes: UNF:6:RXSD8iFTTxk448yvmSmemg==
p_value
f358 Location:	Summary Statistics: Max. 0.687781346268262; Valid 6.0; StDev 0.2680926236469194; Mean 0.17170674885622192; Min. 0.00440664872518084; Variable Format: numeric Notes: UNF:6:Qzr45Y+YK7Ai8LK4+Ca4VQ==
competition_ID
f374 Location:	Variable Format: character Notes: UNF:6:EG2CV3VeS0P8MoUd4X77qg==
is_international
f374 Location:	Summary Statistics: StDev 0.316227766016838; Mean 0.11111111111111106; Max. 1.0; Valid 81.0; Min. 0.0 Variable Format: numeric Notes: UNF:6:GTTRoBk6Lq/5gIOC1E2DTw==
uri
f370 Location:	Summary Statistics: Mean 812.0; StDev 468.664058788382; Max. 1623.0; Min. 1.0; Valid 1623.0 Variable Format: numeric Notes: UNF:6:PDGeEUq+CAL7WoNoW7Uhxg==
competition
f370 Location:	Variable Format: character Notes: UNF:6:Gh8U/UUdeXM2VyMnvj6XJw==
competition_ID
f370 Location:	Variable Format: character Notes: UNF:6:4biNCnV+W28SscFqfNu5dw==
date
f370 Location:	Variable Format: character Notes: UNF:6:pafDZcEUZUmiqhTy2/O9Ag==
homeTeam
f370 Location:	Variable Format: character Notes: UNF:6:LdvOKGDbHuB9TeTlEtShCQ==
awayTeam
f370 Location:	Variable Format: character Notes: UNF:6:2hap8LDMP0p0r65fmakeVg==
homeShotFirst
f370 Location:	Summary Statistics: Mean 0.5138632162661738; StDev 0.499961821991272; Max. 1.0; Min. 0.0; Valid 1623.0 Variable Format: numeric Notes: UNF:6:nGYaButXdoDNVLRI8JjH+g==
goal_scored
f370 Location:	Variable Format: character Notes: UNF:6:MU/wmLqvOxRkqtNtNJ8yfw==
is_aph_competition
f370 Location:	Summary Statistics: Min. 0.0; Valid 1623.0; StDev 0.4989403800930197; Max. 1.0; Mean 0.534812076401726 Variable Format: numeric Notes: UNF:6:pssZkx6YOtT52PvL/HPMPg==
aer_competition
f357 Location:	Variable Format: character Notes: UNF:6:L60AkMwyYLV4LN77daxW4w==
n
f357 Location:	Summary Statistics: Mean 124.84615384615387; Valid 13.0; Max. 755.0; StDev 202.34329169089767; Min. 11.0 Variable Format: numeric Notes: UNF:6:G5/Np8qqQlMr0XMoFohTlw==
p
f357 Location:	Summary Statistics: Valid 13.0; Mean 0.542096049871662; Min. 0.388888888888889; Max. 0.65; StDev 0.06696825426726825 Variable Format: numeric Notes: UNF:6:PMNLP9BKT0ca52S7g0eHBQ==
is_international
f351 Location:	Summary Statistics: Valid 2.0; Mean 0.5; Max. 1.0; StDev 0.7071067811865476; Min. 0.0; Variable Format: numeric Notes: UNF:6:eSxy9zKGEGjty1aXT1731w==
n_extended
f351 Location:	Summary Statistics: StDev 936.9164850721754; Mean 811.5; Min. 149.0; Max. 1474.0; Valid 2.0; Variable Format: numeric Notes: UNF:6:Q8vW9tu9rngr3BAq7gzRzQ==
p_extended
f351 Location:	Summary Statistics: StDev 0.007958838949364857; Min. 0.536912751677852; Mean 0.5425405006693196; Max. 0.548168249660787; Valid 2.0; Variable Format: numeric Notes: UNF:6:PPLYmM4xQ6rgKXUGbXYnmw==
n_aph
f351 Location:	Summary Statistics: Mean 434.0; Max. 759.0; StDev 459.6194077712559; Valid 2.0; Min. 109.0; Variable Format: numeric Notes: UNF:6:/ygr+9exlunuYqxOVanAwg==
p_aph
f351 Location:	Summary Statistics: Valid 2.0; StDev 0.0038461767842041124; Min. 0.532110091743119; Mean 0.534829749428872; Max. 0.537549407114625; Variable Format: numeric Notes: UNF:6:XF4SXc29sCz7MCl0pLj7OA==
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