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These functions are used to summarise the simulation outputs, typically by joining the optimal scores with a matching schedule.

Usage

ffs_summarise_week(optimal_scores, schedules)

ffs_summarise_season(summary_week)

ffs_summarise_simulation(summary_season)

ffs_summarise_inseason(summary_week, n)

ffs_summarize_week(optimal_scores, schedules)

ffs_summarize_season(summary_week)

ffs_summarize_simulation(summary_season)

Arguments

optimal_scores

a dataframe of optimized lineups as created by ffs_optimize_lineups()

schedules

a dataframe of schedules as created by ffs_build_schedules() or ffs_actual_schedules()

summary_week

a dataframe as created by ffs_summarise_week()

summary_season

a dataframe as created by ffs_summarise_season()

n

number of weeks

Value

ffs_summarise_week: a dataframe summarising team results by simulation week ffs_summarise_season: a dataframe summarising franchise results across each simulation season ffs_summarise_simulation: a dataframe summarising franchise results across the simulation ffs_summarise_inseason: a dataframe summarising franchise results for the inseason simulation

See also

vignette("custom") for example usage

Examples

# \donttest{
# cached examples
optimal_scores <- .ffs_cache("optimal_scores.rds")
schedules <- .ffs_cache("schedules.rds")

summary_week <- ffs_summarise_week(optimal_scores, schedules)
summary_week
#>     season week                 franchise_name optimal_score lineup_efficiency
#>  1:      1    1        Mexico City Space Force        189.38             0.840
#>  2:      1    1                    Dirty Dgens        127.19             0.810
#>  3:      1    1             Alberta Armadillos        187.08             0.758
#>  4:      1    1               Electric Woodies        158.05             0.830
#>  5:      1    1               Motor City Mutts        131.59             0.757
#>  6:      1    1            Hoth City Tauntauns        121.98             0.808
#>  7:      1    1                     Paw Patrol        175.41             0.764
#>  8:      1    1             Domination Station        191.49             0.818
#>  9:      1    1 Kill Devil Hills Carpetbaggers        219.67             0.755
#> 10:      1    1                     [Redacted]        165.27             0.754
#> 11:      1    1                           TB12        149.53             0.820
#> 12:      1    1           Indigo Plateau Elite        205.11             0.803
#> 13:      1    2        Mexico City Space Force        180.82             0.679
#> 14:      1    2                    Dirty Dgens         69.30             0.804
#> 15:      1    2             Alberta Armadillos        135.32             0.825
#> 16:      1    2               Electric Woodies        163.90             0.815
#> 17:      1    2               Motor City Mutts        174.86             0.858
#> 18:      1    2            Hoth City Tauntauns        146.23             0.872
#> 19:      1    2                     Paw Patrol        106.17             0.769
#> 20:      1    2             Domination Station        173.30             0.707
#> 21:      1    2 Kill Devil Hills Carpetbaggers        163.46             0.822
#> 22:      1    2                     [Redacted]        104.77             0.832
#> 23:      1    2                           TB12        164.16             0.732
#> 24:      1    2           Indigo Plateau Elite        173.42             0.812
#> 25:      1    3        Mexico City Space Force        198.14             0.820
#> 26:      1    3                    Dirty Dgens         97.60             0.825
#> 27:      1    3             Alberta Armadillos        128.70             0.830
#> 28:      1    3               Electric Woodies        168.57             0.851
#> 29:      1    3               Motor City Mutts        144.93             0.817
#> 30:      1    3            Hoth City Tauntauns        198.28             0.762
#> 31:      1    3                     Paw Patrol        150.44             0.729
#> 32:      1    3             Domination Station        188.13             0.765
#> 33:      1    3 Kill Devil Hills Carpetbaggers        189.04             0.764
#> 34:      1    3                     [Redacted]        123.63             0.736
#> 35:      1    3                           TB12        220.86             0.726
#> 36:      1    3           Indigo Plateau Elite        190.83             0.738
#> 37:      2    1        Mexico City Space Force        185.69             0.860
#> 38:      2    1                    Dirty Dgens        106.80             0.696
#> 39:      2    1             Alberta Armadillos        124.05             0.806
#> 40:      2    1               Electric Woodies        150.16             0.796
#> 41:      2    1               Motor City Mutts        151.70             0.778
#> 42:      2    1            Hoth City Tauntauns        104.60             0.794
#> 43:      2    1                     Paw Patrol        158.65             0.703
#> 44:      2    1             Domination Station        158.34             0.798
#> 45:      2    1 Kill Devil Hills Carpetbaggers        120.53             0.727
#> 46:      2    1                     [Redacted]        166.64             0.739
#> 47:      2    1                           TB12        236.82             0.863
#> 48:      2    1           Indigo Plateau Elite        195.58             0.812
#> 49:      2    2        Mexico City Space Force        220.84             0.832
#> 50:      2    2                    Dirty Dgens        134.42             0.780
#> 51:      2    2             Alberta Armadillos        165.20             0.741
#> 52:      2    2               Electric Woodies        159.49             0.847
#> 53:      2    2               Motor City Mutts        172.44             0.838
#> 54:      2    2            Hoth City Tauntauns        168.38             0.832
#> 55:      2    2                     Paw Patrol        175.36             0.706
#> 56:      2    2             Domination Station        153.40             0.677
#> 57:      2    2 Kill Devil Hills Carpetbaggers        176.83             0.710
#> 58:      2    2                     [Redacted]        105.14             0.735
#> 59:      2    2                           TB12        174.02             0.756
#> 60:      2    2           Indigo Plateau Elite        172.41             0.776
#> 61:      2    3        Mexico City Space Force        260.17             0.779
#> 62:      2    3                    Dirty Dgens        128.42             0.800
#> 63:      2    3             Alberta Armadillos        154.36             0.697
#> 64:      2    3               Electric Woodies        149.82             0.790
#> 65:      2    3               Motor City Mutts        169.84             0.805
#> 66:      2    3            Hoth City Tauntauns         88.82             0.787
#> 67:      2    3                     Paw Patrol        163.74             0.816
#> 68:      2    3             Domination Station        199.54             0.727
#> 69:      2    3 Kill Devil Hills Carpetbaggers        181.67             0.839
#> 70:      2    3                     [Redacted]        173.88             0.811
#> 71:      2    3                           TB12        152.97             0.843
#> 72:      2    3           Indigo Plateau Elite        162.65             0.799
#>     season week                 franchise_name optimal_score lineup_efficiency
#>     team_score opponent_score result                  opponent_name
#>  1:     158.99         122.62      W                           TB12
#>  2:     103.04         131.13      L               Electric Woodies
#>  3:     141.82         134.04      W                     Paw Patrol
#>  4:     131.13         103.04      W                    Dirty Dgens
#>  5:      99.61          98.56      W            Hoth City Tauntauns
#>  6:      98.56          99.61      L               Motor City Mutts
#>  7:     134.04         141.82      L             Alberta Armadillos
#>  8:     156.63         124.65      W                     [Redacted]
#>  9:     165.75         164.65      W           Indigo Plateau Elite
#> 10:     124.65         156.63      L             Domination Station
#> 11:     122.62         158.99      L        Mexico City Space Force
#> 12:     164.65         165.75      L Kill Devil Hills Carpetbaggers
#> 13:     122.71         122.45      W             Domination Station
#> 14:      55.74          87.21      L                     [Redacted]
#> 15:     111.64         150.05      L               Motor City Mutts
#> 16:     133.63         127.57      W            Hoth City Tauntauns
#> 17:     150.05         111.64      W             Alberta Armadillos
#> 18:     127.57         133.63      L               Electric Woodies
#> 19:      81.64         134.30      L Kill Devil Hills Carpetbaggers
#> 20:     122.45         122.71      L        Mexico City Space Force
#> 21:     134.30          81.64      W                     Paw Patrol
#> 22:      87.21          55.74      W                    Dirty Dgens
#> 23:     120.17         140.73      L           Indigo Plateau Elite
#> 24:     140.73         120.17      W                           TB12
#> 25:     162.41         109.68      W                     Paw Patrol
#> 26:      80.48         151.01      L            Hoth City Tauntauns
#> 27:     106.85         143.99      L             Domination Station
#> 28:     143.43         140.74      W           Indigo Plateau Elite
#> 29:     118.47          91.02      W                     [Redacted]
#> 30:     151.01          80.48      W                    Dirty Dgens
#> 31:     109.68         162.41      L        Mexico City Space Force
#> 32:     143.99         106.85      W             Alberta Armadillos
#> 33:     144.42         160.27      L                           TB12
#> 34:      91.02         118.47      L               Motor City Mutts
#> 35:     160.27         144.42      W Kill Devil Hills Carpetbaggers
#> 36:     140.74         143.43      L               Electric Woodies
#> 37:     159.64          83.05      W            Hoth City Tauntauns
#> 38:      74.33         117.96      L               Motor City Mutts
#> 39:      99.96         111.51      L                     Paw Patrol
#> 40:     119.57         126.38      L             Domination Station
#> 41:     117.96          74.33      W                    Dirty Dgens
#> 42:      83.05         159.64      L        Mexico City Space Force
#> 43:     111.51          99.96      W             Alberta Armadillos
#> 44:     126.38         119.57      W               Electric Woodies
#> 45:      87.62         204.32      L                           TB12
#> 46:     123.10         158.76      L           Indigo Plateau Elite
#> 47:     204.32          87.62      W Kill Devil Hills Carpetbaggers
#> 48:     158.76         123.10      W                     [Redacted]
#> 49:     183.64         104.85      W                    Dirty Dgens
#> 50:     104.85         183.64      L        Mexico City Space Force
#> 51:     122.42         125.62      L Kill Devil Hills Carpetbaggers
#> 52:     135.11          77.28      W                     [Redacted]
#> 53:     144.59         123.81      W                     Paw Patrol
#> 54:     140.16         133.82      W           Indigo Plateau Elite
#> 55:     123.81         144.59      L               Motor City Mutts
#> 56:     103.79         131.54      L                           TB12
#> 57:     125.62         122.42      W             Alberta Armadillos
#> 58:      77.28         135.11      L               Electric Woodies
#> 59:     131.54         103.79      W             Domination Station
#> 60:     133.82         140.16      L            Hoth City Tauntauns
#> 61:     202.71         129.93      W           Indigo Plateau Elite
#> 62:     102.70         141.01      L                     [Redacted]
#> 63:     107.59         129.01      L                           TB12
#> 64:     118.31         136.67      L               Motor City Mutts
#> 65:     136.67         118.31      W               Electric Woodies
#> 66:      69.90         152.46      L Kill Devil Hills Carpetbaggers
#> 67:     133.68         145.10      L             Domination Station
#> 68:     145.10         133.68      W                     Paw Patrol
#> 69:     152.46          69.90      W            Hoth City Tauntauns
#> 70:     141.01         102.70      W                    Dirty Dgens
#> 71:     129.01         107.59      W             Alberta Armadillos
#> 72:     129.93         202.71      L        Mexico City Space Force
#>     team_score opponent_score result                  opponent_name
#>     allplay_wins allplay_games allplay_pct league_id franchise_id
#>  1:            9            11       0.818     22627         0001
#>  2:            2            11       0.182     22627         0002
#>  3:            7            11       0.636     22627         0003
#>  4:            5            11       0.455     22627         0004
#>  5:            1            11       0.091     22627         0005
#>  6:            0            11       0.000     22627         0006
#>  7:            6            11       0.545     22627         0007
#>  8:            8            11       0.727     22627         0008
#>  9:           11            11       1.000     22627         0009
#> 10:            4            11       0.364     22627         0010
#> 11:            3            11       0.273     22627         0011
#> 12:           10            11       0.909     22627         0012
#> 13:            6            11       0.545     22627         0001
#> 14:            0            11       0.000     22627         0002
#> 15:            3            11       0.273     22627         0003
#> 16:            8            11       0.727     22627         0004
#> 17:           11            11       1.000     22627         0005
#> 18:            7            11       0.636     22627         0006
#> 19:            1            11       0.091     22627         0007
#> 20:            5            11       0.455     22627         0008
#> 21:            9            11       0.818     22627         0009
#> 22:            2            11       0.182     22627         0010
#> 23:            4            11       0.364     22627         0011
#> 24:           10            11       0.909     22627         0012
#> 25:           11            11       1.000     22627         0001
#> 26:            0            11       0.000     22627         0002
#> 27:            2            11       0.182     22627         0003
#> 28:            6            11       0.545     22627         0004
#> 29:            4            11       0.364     22627         0005
#> 30:            9            11       0.818     22627         0006
#> 31:            3            11       0.273     22627         0007
#> 32:            7            11       0.636     22627         0008
#> 33:            8            11       0.727     22627         0009
#> 34:            1            11       0.091     22627         0010
#> 35:           10            11       0.909     22627         0011
#> 36:            5            11       0.455     22627         0012
#> 37:           10            11       0.909     22627         0001
#> 38:            0            11       0.000     22627         0002
#> 39:            3            11       0.273     22627         0003
#> 40:            6            11       0.545     22627         0004
#> 41:            5            11       0.455     22627         0005
#> 42:            1            11       0.091     22627         0006
#> 43:            4            11       0.364     22627         0007
#> 44:            8            11       0.727     22627         0008
#> 45:            2            11       0.182     22627         0009
#> 46:            7            11       0.636     22627         0010
#> 47:           11            11       1.000     22627         0011
#> 48:            9            11       0.818     22627         0012
#> 49:           11            11       1.000     22627         0001
#> 50:            2            11       0.182     22627         0002
#> 51:            3            11       0.273     22627         0003
#> 52:            8            11       0.727     22627         0004
#> 53:           10            11       0.909     22627         0005
#> 54:            9            11       0.818     22627         0006
#> 55:            4            11       0.364     22627         0007
#> 56:            1            11       0.091     22627         0008
#> 57:            5            11       0.455     22627         0009
#> 58:            0            11       0.000     22627         0010
#> 59:            6            11       0.545     22627         0011
#> 60:            7            11       0.636     22627         0012
#> 61:           11            11       1.000     22627         0001
#> 62:            1            11       0.091     22627         0002
#> 63:            2            11       0.182     22627         0003
#> 64:            3            11       0.273     22627         0004
#> 65:            7            11       0.636     22627         0005
#> 66:            0            11       0.000     22627         0006
#> 67:            6            11       0.545     22627         0007
#> 68:            9            11       0.818     22627         0008
#> 69:           10            11       0.909     22627         0009
#> 70:            8            11       0.727     22627         0010
#> 71:            4            11       0.364     22627         0011
#> 72:            5            11       0.455     22627         0012
#>     allplay_wins allplay_games allplay_pct league_id franchise_id
#>                           optimal_player_id
#>  1: 14777,15241,12447,14079,13722,14137,...
#>  2: 12610,15238,11747,14803,12212,12263,...
#>  3: 10700,11644,13610,14085,14802,14806,...
#>  4: 10703,14778,13319,13364,13880,10973,...
#>  5:   13593,9431,12171,13234,12677,9474,...
#>  6:  13590,15237,14804,14808,14870,9925,...
#>  7: 12611,12620,13128,15257,14807,13679,...
#>  8:  15240,9099,13290,13604,13607,13299,...
#>  9:  10697,7836,11657,13132,13427,12187,...
#> 10: 12140,13116,13622,14827,12676,11671,...
#> 11:  14782,5848,13131,13850,15329,10729,...
#> 12:  14056,7401,11193,12626,13130,14071,...
#> 13: 13592,14777,14079,15260,13672,14138,...
#> 14: 15238,11747,13138,14803,12212,15330,...
#> 15: 11644,13424,13610,14075,14087,14802,...
#> 16: 10703,13589,13139,13378,14813,13236,...
#> 17:  13593,9431,13404,14080,12677,14867,...
#> 18: 13590,15237,11886,15414,11247,12656,...
#> 19: 12620,11761,15255,13679,13153,13164,...
#> 20:  15240,9099,12164,13290,13604,14798,...
#> 21:  14059,7836,11657,12625,13132,13133,...
#> 22: 12140,13116,13136,14223,13680,11671,...
#> 23:  15239,5848,13131,13614,13850,14828,...
#> 24:  14056,8062,11193,13130,14071,14852,...
#> 25: 13592,14777,12447,14797,13722,12175,...
#> 26: 15238,11390,11747,14815,15268,12212,...
#> 27: 11644,13113,13610,14087,14085,11695,...
#> 28: 10703,14778,13139,13319,13364,13880,...
#> 29:  13593,9431,13135,13620,13919,14867,...
#> 30: 11640,15237,11886,13726,11247,14875,...
#> 31: 12611,12620,12152,13128,15255,13679,...
#> 32: 11760,12164,13604,13607,14798,13299,...
#> 33:  10697,7836,11657,13132,12678,13427,...
#> 34: 12140,13116,14223,15254,12676,13680,...
#> 35: 14783,12630,13131,13850,15262,13192,...
#> 36: 14056,14779,12626,13130,13606,14071,...
#> 37: 13592,14777,14081,14073,14079,14797,...
#> 38: 12141,15238,13138,14803,15268,12263,...
#> 39: 10700,11644,12386,13610,14087,14802,...
#> 40: 10703,13115,13319,13378,14801,13236,...
#> 41:  13593,13135,13404,15258,12677,9474,...
#> 42:  13590,15237,13726,14804,9925,12176,...
#> 43: 10413,12620,11761,13128,15257,10276,...
#> 44:  14067,9099,12164,12629,13604,13188,...
#> 45: 10697,14059,12625,13108,13753,11222,...
#> 46: 13116,14223,15254,12676,11671,13163,...
#> 47:  15239,5848,13131,13614,14017,13192,...
#> 48:  14056,7401,12626,13130,14852,11244,...
#> 49: 13592,15241,14073,15260,14143,11674,...
#> 50: 12610,15238,11747,13138,12212,12263,...
#> 51: 10700,11644,13610,14075,14085,14802,...
#> 52: 13589,14778,13139,13146,13319,14813,...
#> 53:  13593,9431,13234,14095,14072,13919,...
#> 54: 13590,14057,13789,14808,15414,14870,...
#> 55: 12620,15252,12152,13128,14811,15255,...
#> 56:  15246,9099,12164,13604,14798,13188,...
#> 57:  13846,7836,11657,12625,13108,13132,...
#> 58: 12140,13116,13622,15254,12676,11671,...
#> 59:  14783,5848,13131,13850,13192,13674,...
#> 60: 14056,14779,11193,12626,14071,11647,...
#> 61: 13592,14777,12447,14073,14797,14805,...
#> 62: 12610,14780,11747,14803,14815,12263,...
#> 63: 10700,13424,12386,13610,14802,15256,...
#> 64: 13589,14778,13319,13364,13236,13880,...
#> 65:  13593,9431,13135,13404,15258,12677,...
#> 66: 11640,13590,13789,14808,15337,12176,...
#> 67: 12611,12620,12151,13128,15257,11516,...
#> 68:  15240,9099,13604,13608,14798,15272,...
#> 69:  14059,7836,12625,13108,13132,12678,...
#> 70: 12623,13116,13136,14223,12676,11671,...
#> 71: 14783,15239,12630,13129,15262,13674,...
#> 72:   7401,8062,12626,13130,13606,11244,...
#>                           optimal_player_id
#>                        optimal_player_score
#>  1: 13.88,14.30,23.70, 6.40, 8.55, 6.05,...
#>  2: 10.94,15.15,13.90,22.50, 6.40, 9.40,...
#>  3: 27.54,26.74,11.80,12.20,28.10,15.10,...
#>  4: 29.90,17.30, 8.20,18.50, 7.15, 6.70,...
#>  5: 19.50,23.88,13.00, 6.70, 9.50,10.45,...
#>  6:  4.32,17.36,31.70, 3.20, 9.50, 6.90,...
#>  7: 33.74,20.82,28.90, 5.50, 8.70, 9.75,...
#>  8: 24.38,22.06, 7.30,13.60, 7.10,16.10,...
#>  9: 21.28,36.14, 8.30, 8.00,17.55,37.20,...
#> 10: 10.40,19.22, 4.30, 0.80, 8.95,31.30,...
#> 11: 25.04,24.44, 4.40,14.70,10.05, 6.50,...
#> 12: 39.61,17.60, 9.70,20.20,22.80,25.30,...
#> 13: 17.76,28.76,10.10, 8.30,12.85,13.95,...
#> 14:  9.35, 4.50, 8.40,14.90, 2.45, 3.30,...
#> 15: 30.20,17.22,17.50, 6.70, 6.50, 8.40,...
#> 16: 23.12,28.48,27.10, 5.50,11.90, 7.60,...
#> 17: 17.52,33.84, 7.90,21.10, 9.50, 8.30,...
#> 18: 26.34,15.74,15.20,11.20, 6.75, 8.80,...
#> 19: 14.12,14.40,12.00, 1.65,10.30, 6.40,...
#> 20: 32.66,25.04, 7.70, 9.80,41.10,11.70,...
#> 21: 30.88,14.58, 9.00,11.60,18.30, 7.80,...
#> 22: 21.42,42.00, 0.00,10.20, 1.65, 3.40,...
#> 23: 22.44,22.62,11.80, 8.60,13.40, 9.00,...
#> 24: 29.86,27.51,12.20,19.00, 8.20, 8.40,...
#> 25: 12.14,15.00,15.90,27.80,16.70,22.10,...
#> 26: 21.70, 2.80,16.70, 2.70, 7.00, 1.85,...
#> 27: 23.40, 8.70,10.40,11.30, 6.60, 6.35,...
#> 28: 27.80,18.42,27.10, 6.80,21.10, 6.25,...
#> 29: 21.46, 7.62, 4.60, 4.40,17.55, 6.90,...
#> 30: 21.42,26.56, 4.70,13.10,10.35, 7.15,...
#> 31: 33.74,22.90,11.80, 7.80,12.30, 5.00,...
#> 32: 18.03,14.10,22.90,28.00,12.40, 9.20,...
#> 33: 25.42,18.32, 0.00,32.60,11.75,22.25,...
#> 34: 10.40,28.08, 4.20,12.20, 7.15, 7.70,...
#> 35: 38.86, 6.70,13.60,26.30, 7.20, 9.20,...
#> 36: 19.22,27.96,14.80,23.00,11.70,15.50,...
#> 37:  9.58,20.46,11.30,26.80,24.70, 9.50,...
#> 38:  6.84,16.36, 3.20,13.80,12.70,12.75,...
#> 39: 16.34,19.16,13.30, 9.50,12.30,14.90,...
#> 40: 39.00,29.96,22.70,13.20, 4.60, 9.30,...
#> 41:       19.9,11.6,13.3, 9.7,15.8, 9.3,...
#> 42: 11.32,13.58, 2.00, 0.90,19.00, 4.40,...
#> 43: 16.88,23.12,19.20,13.60, 8.60,15.70,...
#> 44: 12.30,19.44,17.50, 9.00,11.80, 9.50,...
#> 45: 27.96,13.12,14.80, 0.60, 6.85,10.90,...
#> 46: 39.64, 9.70,32.40, 0.00,12.60,12.00,...
#> 47: 25.60,21.12,12.70,17.70,26.40,15.45,...
#> 48: 12.94,27.51,17.80,26.80,19.10,18.75,...
#> 49: 29.60,24.02,21.10,15.10,22.50,23.60,...
#> 50: 21.42,13.00,14.90,15.90, 5.55, 6.05,...
#> 51: 14.58,17.02,29.60,17.50, 4.70,13.10,...
#> 52: 31.92,29.32, 7.00, 7.70,13.40,28.20,...
#> 53: 12.94,22.20,18.20, 7.50,12.90,22.30,...
#> 54: 19.26,10.52,18.50,15.30,31.40, 9.50,...
#> 55: 13.32,29.54,18.40,11.40,19.20,18.20,...
#> 56: 23.46,16.34, 8.40,15.10,15.70, 8.65,...
#> 57: 23.83,37.50, 5.90,42.40,12.90,10.50,...
#> 58: 10.98, 3.96, 4.30,15.10, 6.90,12.50,...
#> 59: 32.88,24.44,20.90, 8.40,12.45,12.35,...
#> 60: 17.96,39.00,13.30,15.90,11.90,12.75,...
#> 61: 21.42,19.80,14.70,24.10,27.30,17.00,...
#> 62: 13.32,17.50, 5.00,17.10, 8.20, 5.30,...
#> 63: 16.60,18.01,13.30,13.70,22.50,11.30,...
#> 64: 18.32,30.00, 8.80,25.30, 7.85,10.75,...
#> 65: 18.79,25.40,15.10,16.20, 8.60,11.00,...
#> 66: 10.94,22.38, 1.90, 3.20, 6.00, 3.30,...
#> 67: 22.50,21.44, 9.40,22.30, 7.90, 5.80,...
#> 68: 19.37,31.35,39.80,15.00,12.20, 9.40,...
#> 69: 23.44,15.68,24.50,15.90,13.50,11.90,...
#> 70: 14.88,42.00, 3.40,10.30, 0.00,23.20,...
#> 71: 31.92,21.60, 7.60, 7.70, 7.90,14.45,...
#> 72: 14.56,21.64,10.40,19.20,20.50,14.20,...
#>                        optimal_player_score
summary_season <- ffs_summarise_season(summary_week)
summary_season
#>     season league_id franchise_id                 franchise_name h2h_wins
#>  1:      1     22627         0001        Mexico City Space Force        3
#>  2:      1     22627         0002                    Dirty Dgens        0
#>  3:      1     22627         0003             Alberta Armadillos        1
#>  4:      1     22627         0004               Electric Woodies        3
#>  5:      1     22627         0005               Motor City Mutts        3
#>  6:      1     22627         0006            Hoth City Tauntauns        1
#>  7:      1     22627         0007                     Paw Patrol        0
#>  8:      1     22627         0008             Domination Station        2
#>  9:      1     22627         0009 Kill Devil Hills Carpetbaggers        2
#> 10:      1     22627         0010                     [Redacted]        1
#> 11:      1     22627         0011                           TB12        1
#> 12:      1     22627         0012           Indigo Plateau Elite        1
#> 13:      2     22627         0001        Mexico City Space Force        3
#> 14:      2     22627         0002                    Dirty Dgens        0
#> 15:      2     22627         0003             Alberta Armadillos        0
#> 16:      2     22627         0004               Electric Woodies        1
#> 17:      2     22627         0005               Motor City Mutts        3
#> 18:      2     22627         0006            Hoth City Tauntauns        1
#> 19:      2     22627         0007                     Paw Patrol        1
#> 20:      2     22627         0008             Domination Station        2
#> 21:      2     22627         0009 Kill Devil Hills Carpetbaggers        2
#> 22:      2     22627         0010                     [Redacted]        1
#> 23:      2     22627         0011                           TB12        3
#> 24:      2     22627         0012           Indigo Plateau Elite        1
#>     season league_id franchise_id                 franchise_name h2h_wins
#>     h2h_winpct allplay_wins allplay_games allplay_winpct points_for
#>  1:      1.000           26            33          0.788     444.11
#>  2:      0.000            2            33          0.061     239.26
#>  3:      0.333           12            33          0.364     360.31
#>  4:      1.000           19            33          0.576     408.19
#>  5:      1.000           16            33          0.485     368.13
#>  6:      0.333           16            33          0.485     377.14
#>  7:      0.000           10            33          0.303     325.36
#>  8:      0.667           20            33          0.606     423.07
#>  9:      0.667           28            33          0.848     444.47
#> 10:      0.333            7            33          0.212     302.88
#> 11:      0.333           17            33          0.515     403.06
#> 12:      0.333           25            33          0.758     446.12
#> 13:      1.000           32            33          0.970     545.99
#> 14:      0.000            3            33          0.091     281.88
#> 15:      0.000            8            33          0.242     329.97
#> 16:      0.333           17            33          0.515     372.99
#> 17:      1.000           22            33          0.667     399.22
#> 18:      0.333           10            33          0.303     293.11
#> 19:      0.333           14            33          0.424     369.00
#> 20:      0.667           18            33          0.545     375.27
#> 21:      0.667           17            33          0.515     365.70
#> 22:      0.333           15            33          0.455     341.39
#> 23:      1.000           21            33          0.636     464.87
#> 24:      0.333           21            33          0.636     422.51
#>     h2h_winpct allplay_wins allplay_games allplay_winpct points_for
#>     points_against potential_points
#>  1:         354.75           568.34
#>  2:         369.35           294.09
#>  3:         428.08           451.10
#>  4:         371.35           490.52
#>  5:         301.22           451.38
#>  6:         313.72           466.49
#>  7:         438.53           432.02
#>  8:         354.21           552.92
#>  9:         406.56           572.17
#> 10:         330.84           393.67
#> 11:         444.14           534.55
#> 12:         429.35           569.36
#> 13:         317.83           666.70
#> 14:         442.61           369.64
#> 15:         366.14           443.61
#> 16:         340.33           459.47
#> 17:         316.45           493.98
#> 18:         445.92           361.80
#> 19:         389.65           497.75
#> 20:         384.79           511.28
#> 21:         396.64           479.03
#> 22:         396.57           445.66
#> 23:         299.00           563.81
#> 24:         465.97           530.64
#>     points_against potential_points
summary_simulation <- ffs_summarise_simulation(summary_season)
summary_simulation
#>     league_id franchise_id                 franchise_name seasons h2h_wins
#>  1:     22627         0001        Mexico City Space Force       2      3.0
#>  2:     22627         0012           Indigo Plateau Elite       2      1.0
#>  3:     22627         0009 Kill Devil Hills Carpetbaggers       2      2.0
#>  4:     22627         0005               Motor City Mutts       2      3.0
#>  5:     22627         0008             Domination Station       2      2.0
#>  6:     22627         0011                           TB12       2      2.0
#>  7:     22627         0004               Electric Woodies       2      2.0
#>  8:     22627         0006            Hoth City Tauntauns       2      1.0
#>  9:     22627         0007                     Paw Patrol       2      0.5
#> 10:     22627         0010                     [Redacted]       2      1.0
#> 11:     22627         0003             Alberta Armadillos       2      0.5
#> 12:     22627         0002                    Dirty Dgens       2      0.0
#>     h2h_winpct allplay_wins allplay_winpct points_for points_against
#>  1:      1.000         29.0          0.879    495.050        336.290
#>  2:      0.333         23.0          0.697    434.315        447.660
#>  3:      0.667         22.5          0.681    405.085        401.600
#>  4:      1.000         19.0          0.576    383.675        308.835
#>  5:      0.667         19.0          0.576    399.170        369.500
#>  6:      0.666         19.0          0.576    433.965        371.570
#>  7:      0.666         18.0          0.545    390.590        355.840
#>  8:      0.333         13.0          0.394    335.125        379.820
#>  9:      0.166         12.0          0.364    347.180        414.090
#> 10:      0.333         11.0          0.334    322.135        363.705
#> 11:      0.166         10.0          0.303    345.140        397.110
#> 12:      0.000          2.5          0.076    260.570        405.980
#>     potential_points
#>  1:          617.520
#>  2:          550.000
#>  3:          525.600
#>  4:          472.680
#>  5:          532.100
#>  6:          549.180
#>  7:          474.995
#>  8:          414.145
#>  9:          464.885
#> 10:          419.665
#> 11:          447.355
#> 12:          331.865
# }