From 690307c7f6fde187df22fd5f923f23cbd1312d25 Mon Sep 17 00:00:00 2001 From: Phil Henrickson Date: Mon, 13 Jan 2025 09:59:54 -0600 Subject: [PATCH 1/2] added national championship --- R/postseason.R | 151 +++++++++++++++++++++++++++++++++++++- _targets.R | 27 ++++++- _targets/meta/meta | 139 ++++++++++++++++++++--------------- season_report.qmd | 20 +---- simulating_postseason.qmd | 35 +++++++-- 5 files changed, 286 insertions(+), 86 deletions(-) diff --git a/R/postseason.R b/R/postseason.R index 64e512c..4c58398 100644 --- a/R/postseason.R +++ b/R/postseason.R @@ -562,7 +562,7 @@ gt_playoff_probs = function(data, ratings) { pivot_wider(names_from = c("round"), values_from = c("n"), values_fill = 0) |> mutate( across(any_of(c("round_1", "quarterfinal", "semifinal", "championship")), ~ case_when(.x == 0 ~ n_sims, - TRUE ~ .x))) |> + TRUE ~ .x))) |> mutate(across(where(is.numeric), ~ .x / n_sims)) |> select(logo = winner, team = winner, round_1, quarterfinal, semifinal, championship) |> arrange(desc(championship)) |> @@ -587,7 +587,7 @@ plot_matchups = function(data) { ggplot(aes(x=n, fill = winner, y=reorder(matchup, games)))+ geom_col()+ cfbplotR::scale_fill_cfb()+ -# facet_wrap(paste(round, round_game) ~., scales = "free")+ + # facet_wrap(paste(round, round_game) ~., scales = "free")+ labs(y = "", x = "sims")+ theme_light()+ geom_text(aes(label = prop), color = 'white', position = position_stack(vjust = 0.5), size = 2.5)+ @@ -875,7 +875,7 @@ simulate_playoff_after_quarterfinal = round1_byes = playoff_seeds |> filter(seed <= 4) - + quarterfinal_winners = playoff_seeds |> filter(team %in% quarterfinal_teams) |> @@ -924,9 +924,70 @@ simulate_playoff_after_quarterfinal = } +simulate_playoff_after_semifinal = + function( + playoff_teams, + round_1_teams, + quarterfinal_teams, + semifinal_teams, + estimates, + model) { + + playoff_seeds = + playoff_teams |> + create_seeds() + + round1_winners = + playoff_seeds |> + filter(team %in% round_1_teams) |> + select(team, seed) + + round1_byes = + playoff_seeds |> + filter(seed <= 4) + + quarterfinal_winners = + playoff_seeds |> + filter(team %in% quarterfinal_teams) |> + select(team, seed) |> + reorder_seeds() + + semifinal_winners = + playoff_seeds |> + filter(team %in% semifinal_teams) |> + select(team, seed) |> + reorder_seeds() + + championship_matchup = + semifinal_winners |> + create_championship() |> + add_team_estimates(estimates = estimates) + + championship = + championship_matchup |> + simulate_outcome(model = model, ndraws = 1, seed = NULL) + + championship_winner = + championship |> + select(team = winner, seed = winner_seed) + + games = + championship |> + mutate(round = 'championship') |> + select(round, everything()) |> + group_by(round) |> + mutate(round_game = row_number()) |> + select(starts_with("round"), everything()) |> + ungroup() |> + mutate(round = factor(round, levels = c("round_1", "quarterfinal", "semifinal", "championship"))) + + return(games) + + } -reorder_seeds <- function(df) { +reorder_seeds <- function(df) { + # Identify the rows with the lowest and highest seeds lowest_index <- which.min(df$seed) highest_index <- which.max(df$seed) @@ -1022,3 +1083,85 @@ gt_semifinal_probs = function(data, ratings) { gt_playoff_probs_table() } + +gt_championship_probs = function(data, ratings) { + + gt_playoff_probs_table = function(data) { + + data |> + gt::gt() |> + gt::cols_hide(columns = c("score", "special", "season")) |> + gt::fmt_number(columns = everything(), decimals = 3) |> + gtExtras::gt_theme_espn() |> + gt::opt_row_striping(row_striping = F) |> + gt::cols_label( + "round_1" ~ html("Round 1"), + "quarterfinal" ~ html("Quarterfinal"), + "semifinal" ~ html("Semi-Final"), + "championship" ~ html("Championship") + ) |> + gt::cols_width( + logo ~ px(75), + team ~ px(100), + offense ~ px(90), + defense ~ px(90), + round_1 ~ px(125), + quarterfinal ~ px(125), + semifinal ~ px(125), + championship ~ px(125) + ) |> + gt::cols_align(columns = -c("team"), align = "center") |> + gt::data_color(columns = c("round_1", "quarterfinal", "semifinal", "championship"), + domain = c(0, .9), + na_color = "deepskyblue1", + palette = c("white", "deepskyblue1")) |> + cfbplotR::gt_fmt_cfb_logo("logo") |> + gt::tab_spanner( + columns = c("round_1", "quarterfinal", "semifinal", "championship"), + label = "win probability" + ) |> + gt::tab_spanner( + columns = c("offense", "defense"), + label = "team rating" + ) |> + gt::data_color( + columns = c("offense", "defense", "special"), + palette = c("orange", "white", "navy"), + domain = c(-.25, .4) + ) |> + gt::tab_style( + style = cell_borders( + sides = "left", + color = "white" + ), + locations = cells_body( + columns = c("round_1") + ) + ) |> + gt::sub_values( + values = "1", + replacement = "✓" + ) |> + gtExtras::gt_theme_nytimes() + + + } + + n_sims = max(data$.draw) + + data |> + summarize_wins_by_round() |> + pivot_wider(names_from = c("round"), values_from = c("n"), values_fill = 0) |> + mutate(across(where(is.numeric), ~ .x / n_sims)) |> + mutate(round_1 = 1, + quarterfinal = 1, + semifinal = 1) |> + select(logo = winner, team = winner, round_1, quarterfinal, semifinal, championship) |> + arrange(desc(championship)) |> + inner_join( + ratings + ) |> + select(logo, team, score, offense, defense, special, everything()) |> + gt_playoff_probs_table() + +} diff --git a/_targets.R b/_targets.R index d6e6715..865f411 100644 --- a/_targets.R +++ b/_targets.R @@ -673,7 +673,8 @@ list( pre_semifinal_estimates, season_team_estimates |> filter(season_week == '2024_20') |> - slice_estimates() + slice_estimates(), + cue = tar_cue(mode = "never") ), tar_target( semifinal_sims, @@ -691,5 +692,29 @@ list( mutate(.draw = .x) ) |> list_rbind() } + ), + tar_target( + pre_championship_estimates, + season_team_estimates |> + filter(season_week == '2024_21') |> + slice_estimates() + ), + tar_target( + championship_sims, + { + set.seed(1999) + map( + 1:total_sims, + ~ simulate_playoff_after_semifinal( + playoff_teams, + estimates = pre_championship_estimates, + model = games_model |> extract_fit_engine(), + round_1_teams = c("Ohio State", "Texas", "Notre Dame", "Penn State"), + quarterfinal_teams = c("Ohio State", "Texas", "Notre Dame", "Penn State"), + semifinal_teams = c("Ohio State", "Notre Dame") + ) |> + mutate(.draw = .x) + ) |> list_rbind() + } ) ) diff --git a/_targets/meta/meta b/_targets/meta/meta index ccb9154..4f7b722 100644 --- a/_targets/meta/meta +++ b/_targets/meta/meta @@ -1,5 +1,5 @@ name|type|data|command|depend|seed|path|time|size|bytes|format|repository|iteration|parent|children|seconds|warnings|error -.Random.seed|object|23acc22668287885||||||||||||||| +.Random.seed|object|aac83481938497ae||||||||||||||| add_correct|function|eb96e0b644ab16b8||||||||||||||| add_elo_predictions|function|e3eb35fb1b7ad6e4||||||||||||||| add_expected_points|function|0bf3484101e66081||||||||||||||| @@ -849,6 +849,7 @@ cfbd_season_week_games|stem|6f4f332a459d313d|915d7261f1f7ff7b|36c6c111bc507fd6|- cfbd_team_info_tbl|stem|7a8ac66177f8eb77|576d6f2c2e1105e2|9ae9610dd062cb8f|1807373369|bucket=cfb_models*key=data/objects/cfbd_team_info_tbl*version=1722620884425319|t19937.741715898s||23096|qs|gcp|vector|||19.204|| cfbd_team_roster_tbl|stem|cace1cba432bf273|1437991197b063f9|8b6c7d67ad8ccbf7|-2039255155|bucket=cfb_models*key=data/objects/cfbd_team_roster_tbl*version=1724690864469021|t19961.6998148557s||5032969|qs|gcp|vector|||32.447|| cfbd_team_talent_tbl|stem|69e3df25e29aeac7|4a2b829a7a795fe6|9ae9610dd062cb8f|-220804107|bucket=cfb_models*key=data/objects/cfbd_team_talent_tbl*version=1722618911352914|t19937.7188774838s||16875|qs|gcp|vector|||16.254|| +championship_sims|stem|0b1be094052262c9|1ce66d1294dc4b91|898ee68bb495791c|1930642463|bucket=cfb_models*key=data/objects/championship_sims*version=1736783314909968|t20101.6587340577s||18748|qs|gcp|vector|||231.628|| class_metrics|stem|f3d96501e07e0028|dcc9631b9582f822|2c530c1562a7fbd1|-1976892974|bucket=cfb_models*key=data/objects/class_metrics*version=1724795662347093|t19962.9127537706s||2627|qs|gcp|vector|||2.769|| clean_distance|function|8c22ad83aadcc2a6||||||||||||||| clean_play_type|function|76da046ba13e0093||||||||||||||| @@ -1454,11 +1455,11 @@ find_team_ids|function|515842715d710170||||||||||||||| game_formula|function|265868a6962f652a||||||||||||||| game_predictions_tbl|function|b522a6784b915e70||||||||||||||| games_and_estimates|stem|b105378c704975f2|7b7b55fb329ddc28|4366a360885847d8|737600301|bucket=cfb_models*key=data/objects/games_and_estimates*version=1733843109204504|t20067.628576868s||641975|qs|gcp|vector|||1.359|| -games_draws|stem|c29723c573279e60|b2fb43c9a482fb02|248d7ade5837bfad|879213189|bucket=cfb_models*key=data/objects/games_draws*version=1736181315586121|t20094.6911233227s||26299138|qs|gcp|vector|||5.833|Detected an unexpected manytomany relationship between x and y.ℹ Row 1 of x matches multiple rows in y.ℹ Row 159 of y matches multiple rows in x.ℹ If a manytomany relationship is expected, set relationship manytomany to silence this warning.| +games_draws|stem|828b498f6f54e6ef|b2fb43c9a482fb02|7544111034848e97|879213189|bucket=cfb_models*key=data/objects/games_draws*version=1736782818431412|t20101.6529142265s||26323224|qs|gcp|vector|||6.865|Detected an unexpected manytomany relationship between x and y.ℹ Row 1 of x matches multiple rows in y.ℹ Row 163 of y matches multiple rows in x.ℹ If a manytomany relationship is expected, set relationship manytomany to silence this warning.| games_final_fit|stem|c50dcd4e0056b8c1|c1ef9e6abcfa8042|91aaee916bcab181|355868259|bucket=cfb_models*key=data/objects/games_final_fit*version=1727039740113253|t19988.8858784898s||2233711|qs|gcp|vector|||3.069|| games_model|stem|000a4f25426f692d|31d964a395e9c5b6|b9b19372e0e18aaa|-547522912|bucket=cfb_models*key=data/objects/games_model*version=1727039743503898|t19988.8859176469s||2233554|qs|gcp|vector|||0|| games_predictions|stem|e5c870187564a281|4f0a7031b0b4657a|af48c5cee93b09d3|538606680|bucket=cfb_models*key=data/objects/games_predictions*version=1726517019153058|t19982.8358666401s||64983|qs|gcp|vector|||0.069|| -games_sims|stem|314574c1cac7045a|4d75ad10b45a3cd2|4d56af5fcd63ac4f|1546708228|bucket=cfb_models*key=data/objects/games_sims*version=1736181325427751|t20094.6912651176s||14465|qs|gcp|vector|||1.863|| +games_sims|stem|5c662ffa08074e6c|4d75ad10b45a3cd2|7649fae6381f3a46|1546708228|bucket=cfb_models*key=data/objects/games_sims*version=1736782830152529|t20101.6531249107s||14484|qs|gcp|vector|||2.162|| games_train_fit|stem|ac85eaf277f3628c|14dbe5c150a83279|91aaee916bcab181|443762647|bucket=cfb_models*key=data/objects/games_train_fit*version=1727039742665849|t19988.8859081786s||1930615|qs|gcp|vector|||1.946|| get_active_estimates|function|71d857203d760e78||||||||||||||| get_cfbd_pbp_data|function|720c479d7ba7fed7||||||||||||||| @@ -1467,6 +1468,7 @@ get_expected_score|function|9fc6b73f4ef5daf5||||||||||||||| get_game_player_stats|function|0928caf9c48234d6||||||||||||||| get_new_elos|function|07d8a0af0f015729||||||||||||||| get_season_weeks|function|05772ea6abe55bfb||||||||||||||| +gt_championship_probs|function|7210681212bf65e1||||||||||||||| gt_correct_color|function|c9a05fe5844e2596||||||||||||||| gt_est_color|function|b60871c474ffd160||||||||||||||| gt_playoff_probs|function|4e193d1866bbcb8a||||||||||||||| @@ -1531,9 +1533,10 @@ plot_team_efficiency_by_week|function|2e58bfa16ac6cf80||||||||||||||| plot_team_scores|function|be9003b58a7b1ea6||||||||||||||| plot_vs_betting_lines|function|bba4663f6a8a2c3a||||||||||||||| postseason_game_info|stem|85ea2f6246f325c5|bf352fded85c9a25|23420bcdbe6c2510|1731840765|bucket=cfb_models*key=data/objects/postseason_game_info*version=1734028387694563|t20069.7730032876s||2531|qs|gcp|vector|||2.712|| +pre_championship_estimates|stem|79691c701a09770f|591416f02d2edc44|a809418bb728663a|489554239|bucket=cfb_models*key=data/objects/pre_championship_estimates*version=1736782982475863|t20101.6548878369s||5212|qs|gcp|vector|||0.029|| pre_playoff_estimates|stem|8c6c3b5cd04e4c6b|f0c2ab15803194d9|741c130d7746851a|1063003447|bucket=cfb_models*key=data/objects/pre_playoff_estimates*version=1735066820109192|t20081.7918976659s||5206|qs|gcp|vector|||0.021|| pre_quarterfinal_estimates|stem|106e3b8deab4531d|c1fd741d7dfa9fae|741c130d7746851a|1379935196|bucket=cfb_models*key=data/objects/pre_quarterfinal_estimates*version=1735069299607892|t20081.8205952957s||5210|qs|gcp|vector|||0.026|| 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season_pbp_raw_f1d7d1e4eec22330|branch|aed2f6c682fce397|a3643253064904fd|aeac5011eeb4b76f|-894252560|bucket=cfb_models*key=data/objects/season_pbp_raw_f1d7d1e4eec22330*version=1727644111749026|t19995.8809208089s||565491|qs|gcp|vector|season_pbp_raw||3.125|| season_pbp_raw_f2d52adde59d6c20|branch|f3ead97df945b1fc|a3643253064904fd|aeac5011eeb4b76f|-25011534|bucket=cfb_models*key=data/objects/season_pbp_raw_f2d52adde59d6c20*version=1730732247676222|t20031.6232336665s||595076|qs|gcp|vector|season_pbp_raw||2.717|| @@ -1783,13 +1805,13 @@ season_pbp_raw_fa9d3eea66ae52f1|branch|768eaf4658db131a|a3643253064904fd|aeac501 season_pbp_raw_fb64feffe94dccac|branch|636a9a4b7b86a015|a3643253064904fd|aeac5011eeb4b76f|791056157|bucket=cfb_models*key=data/objects/season_pbp_raw_fb64feffe94dccac*version=1736180362367393|t20094.6801178861s||594958|qs|gcp|vector|season_pbp_raw||2.668|| season_pbp_raw_fe6b797635016840|branch|215a2345f470d10c|a3643253064904fd|aeac5011eeb4b76f|568419520|bucket=cfb_models*key=data/objects/season_pbp_raw_fe6b797635016840*version=1729525436245474|t20017.6555095136s||562736|qs|gcp|vector|season_pbp_raw||2.645|| season_pbp_raw_ff92b97c011f24f7|branch|9c713bc469b86756|a3643253064904fd|aeac5011eeb4b76f|-930131960|bucket=cfb_models*key=data/objects/season_pbp_raw_ff92b97c011f24f7*version=1733841677756425|t20067.6120088523s||684551|qs|gcp|vector|season_pbp_raw||36.371|| -season_team_category_estimates|stem|b280e27c87f6f1a5|d294b9e96a250ade|324e6ce297db5727|1726836087|bucket=cfb_models*key=data/objects/season_team_category_estimates*version=1736181303831845|t20094.6910093043s||1076814|qs|gcp|vector|||0.073|Detected an unexpected manytomany relationship between x and y.ℹ Row 8705 of x matches multiple rows in y.ℹ Row 1 of y matches multiple rows in x.ℹ If a manytomany relationship is expected, set relationship manytomany to silence this warning.| -season_team_estimates|stem|e7bbe4f12cb7e363|b9a6b4a2d576bedb|fb26f983abc6e1ac|1027388607|bucket=cfb_models*key=data/objects/season_team_estimates*version=1736181299954352|t20094.6909562889s||2119614|qs|gcp|vector|||1.835|Detected an unexpected manytomany relationship between x and y.ℹ Row 13057 of x matches multiple rows in y.ℹ Row 1 of y matches multiple rows in x.ℹ If a manytomany relationship is expected, set relationship manytomany to silence this warning.. Values from estimate are not uniquely identified output will containlistcols. Use values_fn list to suppress this warning. Use values_fn summary_fun to summarise duplicates. Use the following dplyr code to identify duplicates. data dplyrsummarisen dplyrn, .by cseason, season_week, season_type, week_date, team, metric, type dplyrfiltern 1L| +season_team_category_estimates|stem|3fcf77625520fb28|d294b9e96a250ade|a7e474c595d33682|1726836087|bucket=cfb_models*key=data/objects/season_team_category_estimates*version=1736782794075183|t20101.6527048403s||1077945|qs|gcp|vector|||0.081|Detected an unexpected manytomany relationship between x and y.ℹ Row 8705 of x matches multiple rows in y.ℹ Row 1 of y matches multiple rows in x.ℹ If a manytomany relationship is expected, set relationship manytomany to silence this warning.| +season_team_estimates|stem|9d3d9e51351cc6ba|b9a6b4a2d576bedb|0cd62d1848d06097|1027388607|bucket=cfb_models*key=data/objects/season_team_estimates*version=1736782800402972|t20101.6527745969s||2125285|qs|gcp|vector|||1.861|Detected an unexpected manytomany relationship between x and y.ℹ Row 13057 of x matches multiple rows in y.ℹ Row 1 of y matches multiple rows in x.ℹ If a manytomany relationship is expected, set relationship manytomany to silence this warning.. Values from estimate are not uniquely identified output will containlistcols. Use values_fn list to suppress this warning. Use values_fn summary_fun to summarise duplicates. Use the following dplyr code to identify duplicates. data dplyrsummarisen dplyrn, .by cseason, season_week, season_type, week_date, team, metric, type dplyrfiltern 1L| season_team_estimates_0303c1983de6bd2b|branch|63eae5737bd4dfe6|305514e221a06b84|20313cc3980321fe|637214183|bucket=cfb_models*key=data/objects/season_team_estimates_0303c1983de6bd2b*version=1726515807746718|t19982.8218460692s||7657|qs|gcp|vector|season_team_estimates||22.243|| season_team_estimates_ab8e04e0a16a83ec|branch|89f25c400197d5c6|305514e221a06b84|20313cc3980321fe|883965315|bucket=cfb_models*key=data/objects/season_team_estimates_ab8e04e0a16a83ec*version=1726515755059297|t19982.8212362813s||7657|qs|gcp|vector|season_team_estimates||20.27|There was 1 warning in mutate.ℹ In argument estimates map....Caused by warning Using an external vector in selections was deprecated in tidyselect 1.1.0.ℹ Please use all_of or any_of instead. Was data selectoutcome Now data selectall_ofoutcomeSee httpstidyselect.rlib.orgreferencefaqexternalvector.html.| season_team_estimates_e5770bc60462551b|branch|2e53da485feef189|305514e221a06b84|20313cc3980321fe|1159613983|bucket=cfb_models*key=data/objects/season_team_estimates_e5770bc60462551b*version=1726515834116798|t19982.8221511182s||7652|qs|gcp|vector|season_team_estimates||21.661|| season_team_estimates_fce445198ab42dc5|branch|51ce5d92c40ef69b|305514e221a06b84|20313cc3980321fe|-1816414581|bucket=cfb_models*key=data/objects/season_team_estimates_fce445198ab42dc5*version=1726515780757623|t19982.821533445s||7736|qs|gcp|vector|season_team_estimates||20.926|| -season_weeks|stem|704d103d2a27bd87|c4fa82099f708c34|6e6f64cdf255422e|1562183061|bucket=cfb_models*key=data/objects/season_weeks*version=1736180326514305|t20094.6797037658s||112|qs|gcp|vector|||0.226|| +season_weeks|stem|30b3ef1f3e68eddb|c4fa82099f708c34|7104915b88c07d4c|1562183061|bucket=cfb_models*key=data/objects/season_weeks*version=1736781686076346|t20101.639882264s||115|qs|gcp|vector|||0.225|| seasons|object|a3a5673ed49c208e||||||||||||||| select_elo_params|function|6903f9afe9c00a9f||||||||||||||| semifinal_sims|stem|e2c15c50389c11c7|f231a8ecefdf231c|c9af6d4fda53cb47|281046290|bucket=cfb_models*key=data/objects/semifinal_sims*version=1736191903423978|t20094.8136941596s||95279|qs|gcp|vector|||393.653|| @@ -1799,6 +1821,7 @@ simulate_outcome|function|046035326a11e9f1||||||||||||||| simulate_playoff|function|7fda713d7da80a42||||||||||||||| simulate_playoff_after_quarterfinal|function|36fc7c31337c7485||||||||||||||| simulate_playoff_after_round_1|function|ae583a5cfd2b3fb3||||||||||||||| +simulate_playoff_after_semifinal|function|b65dd8057b39e66e||||||||||||||| slice_estimates|function|8c03d1bc0709fe93||||||||||||||| split_by_season|function|3954cabf12528a25||||||||||||||| split_games|stem|31f3c89063234305|d830626992f3f831|00346c99b04b8464|151022405|bucket=cfb_models*key=data/objects/split_games*version=1733843109775776|t20067.6285831897s||643010|qs|gcp|vector|||0.016|| @@ -1818,7 +1841,7 @@ team_divisions|stem|7249689131c1e345|9525b59e12621e01|f285f1c6abba5a8c|220262582 team_efficiency_category_tbl|function|a2b0373c0c60df4d||||||||||||||| team_efficiency_overall_tbl|function|c6887cebdecc8095||||||||||||||| team_estimates|stem|90a963109b5c4033|1de2d5be1abd6002|ded4c3fe08262c14|1578715928|bucket=cfb_models*key=data/objects/team_estimates*version=1726244007464219|t19979.676005794s||1955660|qs|gcp|vector|||0.243|| -team_scores|stem|7e112b2024041545|211a5b83b200eebf|97a1cf2c0f7a6350|-1315939162|bucket=cfb_models*key=data/objects/team_scores*version=1736181321134732|t20094.6912142114s||1068829|qs|gcp|vector|||4.063|| +team_scores|stem|e956ea23daf3df43|211a5b83b200eebf|27b58710564dd11e|-1315939162|bucket=cfb_models*key=data/objects/team_scores*version=1736782825347064|t20101.6530659059s||1077560|qs|gcp|vector|||5.133|| theme_cfb|function|626133eb8283821d||||||||||||||| top_plays_by_game|function|71be01327e7123bb||||||||||||||| total_sims|stem|1158430bd8458da3|9db0746a743cf510|2c530c1562a7fbd1|1802241001|bucket=cfb_models*key=data/objects/total_sims*version=1734028430275196|t20069.7734959824s||46|qs|gcp|vector|||2.378|| diff --git a/season_report.qmd b/season_report.qmd index 4bf4602..da24bb3 100644 --- a/season_report.qmd +++ b/season_report.qmd @@ -178,6 +178,7 @@ current_scores |> How has the top 25 changed over the course of the season? ```{r} + team_rankings_tile = function(data, season = params$season) { data |> @@ -200,7 +201,7 @@ team_rankings_tile = function(data, season = params$season) { geom_text(color = 'white', size = 2)+ cfbplotR::scale_color_cfb()+ cfbplotR::scale_fill_cfb()+ - coord_cartesian(xlim = c(1, 20))+ + coord_cartesian(xlim = c(1, 21))+ theme_cfb()+ scale_x_continuous(n.breaks = 20)+ theme(panel.grid = element_blank(), @@ -246,7 +247,7 @@ plot_team_scores_by_conference = function(data, conference = 'Big Ten', span = 0 geom_hline(yintercept = lines, linetype = 'dashed')+ coord_cartesian( #ylim = c(-33, 33), - xlim = c(-1, 20) + xlim = c(-1, 22) ) } @@ -308,39 +309,30 @@ How have team scores changed during the season? The following plots display esti ### SEC ```{r} -#| warning: false -#| message: false conference_plots$SEC ``` ### Big Ten ```{r} -#| warning: false -#| message: false conference_plots$`Big Ten` ``` ### Big 12 ```{r} -#| warning: false -#| message: false conference_plots$`Big 12` ``` ### ACC ```{r} -#| warning: false -#| message: false conference_plots$ACC ``` ### Mountain West ```{r} - conference_plots$`Mountain West` ``` @@ -348,16 +340,12 @@ conference_plots$`Mountain West` ### American Athletic ```{r} -#| warning: false -#| message: false conference_plots$`American Athletic` ``` ### Conference USA ```{r} -#| warning: false -#| message: false conference_plots$`Conference USA` ``` @@ -371,7 +359,6 @@ conference_plots$`Sun Belt` ### MAC ```{r} - conference_plots$`Mid-American` ``` @@ -407,7 +394,6 @@ current_scores = ``` ```{r} - plot_team_scores = function(data, season = params$season) { data |> diff --git a/simulating_postseason.qmd b/simulating_postseason.qmd index b445391..8847032 100644 --- a/simulating_postseason.qmd +++ b/simulating_postseason.qmd @@ -12,7 +12,7 @@ format: fig-format: svg params: season: 2024 - week: 16 + week: 21 --- ```{r} @@ -49,6 +49,7 @@ model = games_model |> extract_fit_engine() tar_load(pre_playoff_estimates) tar_load(pre_quarterfinal_estimates) tar_load(pre_semifinal_estimates) +tar_load(pre_championship_estimates) # regular season predictions regular_season_predictions = @@ -63,11 +64,9 @@ tar_load(playoff_teams) # playoff sims tar_load(playoff_sims) - -# quaterfinal sims tar_load(quarterfinal_sims) - tar_load(semifinal_sims) +tar_load(championship_sims) ``` @@ -119,16 +118,18 @@ pre_playoff_ratings = pre_playoff_estimates |> select(season, team, score = overall, offense, defense, special) -# table of playoff team ratings prior to quarterfinal pre_quarterfinal_ratings = pre_quarterfinal_estimates |> select(season, team, score = overall, offense, defense, special) -# table of playoff team ratings prior to semifinal pre_semifinal_ratings = pre_semifinal_estimates |> select(season, team, score = overall, offense, defense, special) +pre_championship_ratings = + pre_championship_estimates |> + select(season, team, score = overall, offense, defense, special) + ``` # Playoff Simulations @@ -195,6 +196,24 @@ semifinal_sims |> subtitle = paste("Results based on 10,000 simulations from team efficiency model")) ``` +### Championship + + +```{r} +#| message: false +#| warning: false +#| fig-width: 10 +#| column: page + +championship_sims |> + gt_championship_probs( + ratings = pre_semifinal_ratings + ) |> + gt::tab_header("2024 College Football Playoff Simulations", + subtitle = paste("Results based on 10,000 simulations from team efficiency model")) +``` + + ::: @@ -235,6 +254,10 @@ postseason_predictions |> columns = everything(), rows = playoff == T ) + ) |> + gt::fmt_number( + columns = "home_prob", + decimals = 2 ) ``` From fe71de4f8464e5886252a807f0194d8ba41ea440 Mon Sep 17 00:00:00 2001 From: Phil Henrickson Date: Mon, 13 Jan 2025 10:11:19 -0600 Subject: [PATCH 2/2] fixed ratings in championship table --- simulating_postseason.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/simulating_postseason.qmd b/simulating_postseason.qmd index 8847032..cd21e1d 100644 --- a/simulating_postseason.qmd +++ b/simulating_postseason.qmd @@ -207,7 +207,7 @@ semifinal_sims |> championship_sims |> gt_championship_probs( - ratings = pre_semifinal_ratings + ratings = pre_championship_ratings ) |> gt::tab_header("2024 College Football Playoff Simulations", subtitle = paste("Results based on 10,000 simulations from team efficiency model"))