load_teams() #> ── nflverse team graphics ────────────────────────────────────────────────────── -#> ℹ Data updated: 2024-09-08 14:02:18 UTC +#> ℹ Data updated: 2024-09-09 08:34:48 UTC #> # A tibble: 32 × 16 #> team_abbr team_name team_id team_nick team_conf team_division team_color #> <chr> <chr> <chr> <chr> <chr> <chr> <chr> @@ -918,7 +918,7 @@ Get team wins each season#> $ stadium_id : chr [1:6978] "ATL00" "CHI98" "CLE00" "GNB00" ... #> $ stadium : chr [1:6978] "Georgia Dome" "Soldier Field" "Cleveland Browns Stadium" "Lambeau Field" ... #> - attr(*, "nflverse_type")= chr "games and schedules" -#> - attr(*, "nflverse_timestamp")= chr "2024-09-08 10:02:47 EDT"
To start, we want to create a dataframe where each row is a team-season observation, listing how many games they won. There are multiple ways to do this, but I’m going to just take the home and away @@ -931,7 +931,7 @@
In most cases, however, it is not necessary to use this function for individual games, because nflfastR provides both a data repository and @@ -359,7 +359,7 @@
tictoc::tic("loading all games from 2009") games_2009 <- nflfastR::load_pbp(2009) %>% dplyr::filter(season_type == "REG") tictoc::toc() -#> loading all games from 2009: 2.001 sec elapsed +#> loading all games from 2009: 2.739 sec elapsed games_2009 %>% dplyr::filter(!is.na(cpoe)) %>% dplyr::group_by(passer_player_name) %>% @@ -864,15 +864,15 @@ Build database nflfastR::update_db() -#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9015 ── -#> ℹ 14:04:45 | Can't find the data table "nflfastR_pbp" +#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9016 ── +#> ℹ 08:37:34 | Can't find the data table "nflfastR_pbp" #> in your database. Will load the play by play data from #> scratch. -#> • 14:04:45 | Starting download of 26 seasons between 1999 and 2024... -#> • 14:06:04 | Checking for missing completed games... -#> ℹ 14:06:06 | You have 6705 games and are missing 0. -#> ✔ 14:06:06 | Database update completed -#> ℹ 14:06:06 | Path to your db: ./pbp_db +#> • 08:37:34 | Starting download of 26 seasons between 1999 and 2024... +#> • 08:39:13 | Checking for missing completed games... +#> ℹ 08:39:14 | You have 6718 games and are missing 0. +#> ✔ 08:39:15 | Database update completed +#> ℹ 08:39:15 | Path to your db: ./pbp_db #> ── DONE ──────────────────────────────────────────────────────────────────────── This created a database in the current directory called pbp_db. @@ -883,25 +883,25 @@ Build database nflfastR::update_db() -#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9015 ── -#> • 14:06:07 | Checking for missing completed games... -#> ℹ 14:06:07 | You have 6705 games and are missing 0. -#> ✔ 14:06:08 | Database update completed -#> ℹ 14:06:08 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db +#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9016 ── +#> • 08:39:15 | Checking for missing completed games... +#> ℹ 08:39:16 | You have 6718 games and are missing 0. +#> ✔ 08:39:16 | Database update completed +#> ℹ 08:39:16 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db #> ── DONE ──────────────────────────────────────────────────────────────────────── If it’s partway through a season and you want to re-build a season to allow for data corrections from the NFL to propagate into your database, you can specify one season to be rebuilt: nflfastR::update_db(force_rebuild = 2020) -#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9015 ── -#> • 14:06:08 | Purging season 2020 from the data table "nflfastR_pbp" in your +#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9016 ── +#> • 08:39:17 | Purging season 2020 from the data table "nflfastR_pbp" in your #> connected database... -#> • 14:06:09 | Starting download of the 1 season 2020 -#> • 14:06:12 | Checking for missing completed games... -#> ℹ 14:06:13 | You have 6705 games and are missing 0. -#> ✔ 14:06:13 | Database update completed -#> ℹ 14:06:13 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db +#> • 08:39:18 | Starting download of the 1 season 2020 +#> • 08:39:21 | Checking for missing completed games... +#> ℹ 08:39:22 | You have 6718 games and are missing 0. +#> ✔ 08:39:22 | Database update completed +#> ℹ 08:39:22 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db #> ── DONE ────────────────────────────────────────────────────────────────────────
nflfastR::update_db() -#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9015 ── -#> ℹ 14:04:45 | Can't find the data table "nflfastR_pbp" +#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9016 ── +#> ℹ 08:37:34 | Can't find the data table "nflfastR_pbp" #> in your database. Will load the play by play data from #> scratch. -#> • 14:04:45 | Starting download of 26 seasons between 1999 and 2024... -#> • 14:06:04 | Checking for missing completed games... -#> ℹ 14:06:06 | You have 6705 games and are missing 0. -#> ✔ 14:06:06 | Database update completed -#> ℹ 14:06:06 | Path to your db: ./pbp_db +#> • 08:37:34 | Starting download of 26 seasons between 1999 and 2024... +#> • 08:39:13 | Checking for missing completed games... +#> ℹ 08:39:14 | You have 6718 games and are missing 0. +#> ✔ 08:39:15 | Database update completed +#> ℹ 08:39:15 | Path to your db: ./pbp_db #> ── DONE ────────────────────────────────────────────────────────────────────────
This created a database in the current directory called pbp_db.
pbp_db
nflfastR::update_db() -#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9015 ── -#> • 14:06:07 | Checking for missing completed games... -#> ℹ 14:06:07 | You have 6705 games and are missing 0. -#> ✔ 14:06:08 | Database update completed -#> ℹ 14:06:08 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db +#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9016 ── +#> • 08:39:15 | Checking for missing completed games... +#> ℹ 08:39:16 | You have 6718 games and are missing 0. +#> ✔ 08:39:16 | Database update completed +#> ℹ 08:39:16 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db #> ── DONE ────────────────────────────────────────────────────────────────────────
If it’s partway through a season and you want to re-build a season to allow for data corrections from the NFL to propagate into your database, you can specify one season to be rebuilt:
nflfastR::update_db(force_rebuild = 2020) -#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9015 ── -#> • 14:06:08 | Purging season 2020 from the data table "nflfastR_pbp" in your +#> ── Update nflfastR Play-by-Play Database ──────── nflfastR version 4.6.1.9016 ── +#> • 08:39:17 | Purging season 2020 from the data table "nflfastR_pbp" in your #> connected database... -#> • 14:06:09 | Starting download of the 1 season 2020 -#> • 14:06:12 | Checking for missing completed games... -#> ℹ 14:06:13 | You have 6705 games and are missing 0. -#> ✔ 14:06:13 | Database update completed -#> ℹ 14:06:13 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db +#> • 08:39:18 | Starting download of the 1 season 2020 +#> • 08:39:21 | Checking for missing completed games... +#> ℹ 08:39:22 | You have 6718 games and are missing 0. +#> ✔ 08:39:22 | Database update completed +#> ℹ 08:39:22 | Path to your db: /home/runner/work/nflfastR/nflfastR/vignettes/pbp_db #> ── DONE ────────────────────────────────────────────────────────────────────────
So far, everything has stayed in the database. If you want to bring a query into memory, just use collect() at the end:
collect()
diff --git a/authors.html b/authors.html index 0eb47f48..b1ec526d 100644 --- a/authors.html +++ b/authors.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 @@ -100,14 +100,14 @@ Citation Carl S, Baldwin B (2024). nflfastR: Functions to Efficiently Access NFL Play by Play Data. -R package version 4.6.1.9015, +R package version 4.6.1.9016, https://github.com/nflverse/nflfastR, https://www.nflfastr.com/. @Manual{, title = {nflfastR: Functions to Efficiently Access NFL Play by Play Data}, author = {Sebastian Carl and Ben Baldwin}, year = {2024}, - note = {R package version 4.6.1.9015, + note = {R package version 4.6.1.9016, https://github.com/nflverse/nflfastR}, url = {https://www.nflfastr.com/}, } diff --git a/index.html b/index.html index ec7cc787..1067ebd4 100644 --- a/index.html +++ b/index.html @@ -36,7 +36,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/news/index.html b/news/index.html index f3f58b1b..f91ade79 100644 --- a/news/index.html +++ b/news/index.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/pkgdown.yml b/pkgdown.yml index b1237b25..1f4e11bf 100644 --- a/pkgdown.yml +++ b/pkgdown.yml @@ -5,7 +5,7 @@ articles: beginners_guide: beginners_guide.html field_descriptions: field_descriptions.html nflfastR: nflfastR.html -last_built: 2024-09-08T14:00Z +last_built: 2024-09-09T08:32Z urls: reference: https://www.nflfastr.com/reference article: https://www.nflfastr.com/articles diff --git a/reference/add_qb_epa.html b/reference/add_qb_epa.html index a550e96e..6c6c8790 100644 --- a/reference/add_qb_epa.html +++ b/reference/add_qb_epa.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/add_xpass.html b/reference/add_xpass.html index 889b6083..a678ae16 100644 --- a/reference/add_xpass.html +++ b/reference/add_xpass.html @@ -15,7 +15,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/add_xyac.html b/reference/add_xyac.html index d1fb752c..55dedf2d 100644 --- a/reference/add_xyac.html +++ b/reference/add_xyac.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/build_nflfastR_pbp.html b/reference/build_nflfastR_pbp.html index 00996f4f..8be07cf5 100644 --- a/reference/build_nflfastR_pbp.html +++ b/reference/build_nflfastR_pbp.html @@ -31,7 +31,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 @@ -155,31 +155,31 @@ Examplestry({# to avoid CRAN test problems build_nflfastR_pbp(c("2018_21_NE_LA", "2019_21_SF_KC")) }) -#> ── Build nflfastR Play-by-Play Data ───────────── nflfastR version 4.6.1.9015 ── -#> • 14:00:31 | Start download of 2 games... +#> ── Build nflfastR Play-by-Play Data ───────────── nflfastR version 4.6.1.9016 ── +#> • 08:32:47 | Start download of 2 games... #> ℹ It is recommended to use parallel processing when trying to load multiple games.Please consider running `future::plan("multisession")`! Will go on sequentially... -#> ✔ 14:00:33 | Download finished. Adding variables... -#> ✔ 14:00:33 | added game variables -#> ✔ 14:00:34 | added nflscrapR variables -#> ✔ 14:00:34 | added ep variables -#> ✔ 14:00:34 | added air_yac_ep variables -#> ✔ 14:00:35 | added wp variables -#> ✔ 14:00:35 | added air_yac_wp variables -#> ✔ 14:00:35 | added cp and cpoe -#> ✔ 14:00:35 | added fixed drive variables -#> ✔ 14:00:35 | added series variables -#> • 14:00:35 | Cleaning up play-by-play... -#> ✔ 14:00:35 | Cleaning completed -#> ✔ 14:00:35 | added qb_epa -#> • 14:00:35 | Computing xyac... -#> ✔ 14:00:37 | added xyac variables -#> • 14:00:37 | Computing xpass... -#> ✔ 14:00:37 | added xpass and pass_oe -#> • 14:00:37 | Decode player ids... -#> ✔ 14:00:38 | Decoding of player ids completed +#> ✔ 08:32:49 | Download finished. Adding variables... +#> ✔ 08:32:50 | added game variables +#> ✔ 08:32:50 | added nflscrapR variables +#> ✔ 08:32:51 | added ep variables +#> ✔ 08:32:51 | added air_yac_ep variables +#> ✔ 08:32:51 | added wp variables +#> ✔ 08:32:51 | added air_yac_wp variables +#> ✔ 08:32:51 | added cp and cpoe +#> ✔ 08:32:52 | added fixed drive variables +#> ✔ 08:32:52 | added series variables +#> • 08:32:52 | Cleaning up play-by-play... +#> ✔ 08:32:52 | Cleaning completed +#> ✔ 08:32:52 | added qb_epa +#> • 08:32:52 | Computing xyac... +#> ✔ 08:32:54 | added xyac variables +#> • 08:32:54 | Computing xpass... +#> ✔ 08:32:54 | added xpass and pass_oe +#> • 08:32:54 | Decode player ids... +#> ✔ 08:32:55 | Decoding of player ids completed #> ── DONE ──────────────────────────────────────────────────────────────────────── #> ── nflverse play by play ─────────────────────────────────────────────────────── -#> ℹ Data updated: 2024-09-08 14:00:38 UTC +#> ℹ Data updated: 2024-09-09 08:32:55 UTC #> # A tibble: 349 × 372 #> play_id game_id old_game_id home_team away_team season_type week posteam #> <dbl> <chr> <chr> <chr> <chr> <chr> <int> <chr> @@ -209,31 +209,31 @@ Examples slice_tail(n = 3) %>% build_nflfastR_pbp() }) -#> ── Build nflfastR Play-by-Play Data ───────────── nflfastR version 4.6.1.9015 ── -#> • 14:00:38 | Start download of 3 games... +#> ── Build nflfastR Play-by-Play Data ───────────── nflfastR version 4.6.1.9016 ── +#> • 08:32:56 | Start download of 3 games... #> ℹ It is recommended to use parallel processing when trying to load multiple games.Please consider running `future::plan("multisession")`! Will go on sequentially... -#> ✔ 14:00:41 | Download finished. Adding variables... -#> ✔ 14:00:41 | added game variables -#> ✔ 14:00:42 | added nflscrapR variables -#> ✔ 14:00:42 | added ep variables -#> ✔ 14:00:42 | added air_yac_ep variables -#> ✔ 14:00:42 | added wp variables -#> ✔ 14:00:42 | added air_yac_wp variables -#> ✔ 14:00:42 | added cp and cpoe -#> ✔ 14:00:42 | added fixed drive variables -#> ✔ 14:00:43 | added series variables -#> • 14:00:43 | Cleaning up play-by-play... -#> ✔ 14:00:43 | Cleaning completed -#> ✔ 14:00:43 | added qb_epa -#> • 14:00:43 | Computing xyac... -#> ✔ 14:00:44 | added xyac variables -#> • 14:00:44 | Computing xpass... -#> ✔ 14:00:44 | added xpass and pass_oe -#> • 14:00:44 | Decode player ids... -#> ✔ 14:00:44 | Decoding of player ids completed +#> ✔ 08:32:59 | Download finished. Adding variables... +#> ✔ 08:32:59 | added game variables +#> ✔ 08:32:59 | added nflscrapR variables +#> ✔ 08:32:59 | added ep variables +#> ✔ 08:32:59 | added air_yac_ep variables +#> ✔ 08:33:00 | added wp variables +#> ✔ 08:33:00 | added air_yac_wp variables +#> ✔ 08:33:00 | added cp and cpoe +#> ✔ 08:33:00 | added fixed drive variables +#> ✔ 08:33:00 | added series variables +#> • 08:33:00 | Cleaning up play-by-play... +#> ✔ 08:33:00 | Cleaning completed +#> ✔ 08:33:00 | added qb_epa +#> • 08:33:00 | Computing xyac... +#> ✔ 08:33:01 | added xyac variables +#> • 08:33:01 | Computing xpass... +#> ✔ 08:33:01 | added xpass and pass_oe +#> • 08:33:01 | Decode player ids... +#> ✔ 08:33:01 | Decoding of player ids completed #> ── DONE ──────────────────────────────────────────────────────────────────────── #> ── nflverse play by play ─────────────────────────────────────────────────────── -#> ℹ Data updated: 2024-09-08 14:00:44 UTC +#> ℹ Data updated: 2024-09-09 08:33:01 UTC #> # A tibble: 539 × 372 #> play_id game_id old_game_id home_team away_team season_type week posteam #> <dbl> <chr> <chr> <chr> <chr> <chr> <int> <chr> diff --git a/reference/calculate_expected_points.html b/reference/calculate_expected_points.html index 346d1d17..de0da43c 100644 --- a/reference/calculate_expected_points.html +++ b/reference/calculate_expected_points.html @@ -15,7 +15,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/calculate_player_stats.html b/reference/calculate_player_stats.html index 73580df9..8994ef70 100644 --- a/reference/calculate_player_stats.html +++ b/reference/calculate_player_stats.html @@ -9,7 +9,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/calculate_player_stats_def.html b/reference/calculate_player_stats_def.html index feced36b..49bce5ad 100644 --- a/reference/calculate_player_stats_def.html +++ b/reference/calculate_player_stats_def.html @@ -9,7 +9,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/calculate_player_stats_kicking.html b/reference/calculate_player_stats_kicking.html index c64fc42f..cd08d227 100644 --- a/reference/calculate_player_stats_kicking.html +++ b/reference/calculate_player_stats_kicking.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/calculate_series_conversion_rates.html b/reference/calculate_series_conversion_rates.html index 93462289..9e0f5a98 100644 --- a/reference/calculate_series_conversion_rates.html +++ b/reference/calculate_series_conversion_rates.html @@ -19,7 +19,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/calculate_standings.html b/reference/calculate_standings.html index ec95db93..4c9cc024 100644 --- a/reference/calculate_standings.html +++ b/reference/calculate_standings.html @@ -11,7 +11,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/calculate_win_probability.html b/reference/calculate_win_probability.html index bb9874ef..2de1370c 100644 --- a/reference/calculate_win_probability.html +++ b/reference/calculate_win_probability.html @@ -19,7 +19,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/clean_pbp.html b/reference/clean_pbp.html index 915f52db..33f5a9b8 100644 --- a/reference/clean_pbp.html +++ b/reference/clean_pbp.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/decode_player_ids.html b/reference/decode_player_ids.html index ba956348..99a4e9c5 100644 --- a/reference/decode_player_ids.html +++ b/reference/decode_player_ids.html @@ -25,7 +25,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 @@ -134,8 +134,8 @@ Examples "32013030-2d30-3032-3739-3434d4d3846d" ) )) -#> • 14:01:28 | Decode player ids... -#> ✔ 14:01:28 | Decoding of player ids completed +#> • 08:33:48 | Decode player ids... +#> ✔ 08:33:48 | Decoding of player ids completed #> name id #> 1 P.Mahomes 00-0033873 #> 2 B.Baldwin <NA> diff --git a/reference/fast_scraper.html b/reference/fast_scraper.html index 3b3299eb..4b107c48 100644 --- a/reference/fast_scraper.html +++ b/reference/fast_scraper.html @@ -13,7 +13,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 @@ -1162,19 +1162,19 @@ Examplesfast_scraper(c("2019_01_GB_CHI", "2013_21_SEA_DEN")) }) #> ℹ It is recommended to use parallel processing when trying to load multiple games.Please consider running `future::plan("multisession")`! Will go on sequentially... -#> ✔ 14:01:30 | Download finished. Adding variables... -#> ✔ 14:01:30 | added game variables -#> ✔ 14:01:30 | added nflscrapR variables -#> ✔ 14:01:30 | added ep variables -#> ✔ 14:01:30 | added air_yac_ep variables -#> ✔ 14:01:31 | added wp variables -#> ✔ 14:01:31 | added air_yac_wp variables -#> ✔ 14:01:31 | added cp and cpoe -#> ✔ 14:01:31 | added fixed drive variables -#> ✔ 14:01:31 | added series variables -#> ✔ 14:01:31 | Procedure completed. +#> ✔ 08:33:50 | Download finished. Adding variables... +#> ✔ 08:33:50 | added game variables +#> ✔ 08:33:50 | added nflscrapR variables +#> ✔ 08:33:51 | added ep variables +#> ✔ 08:33:51 | added air_yac_ep variables +#> ✔ 08:33:51 | added wp variables +#> ✔ 08:33:51 | added air_yac_wp variables +#> ✔ 08:33:51 | added cp and cpoe +#> ✔ 08:33:51 | added fixed drive variables +#> ✔ 08:33:51 | added series variables +#> ✔ 08:33:51 | Procedure completed. #> ── nflverse play by play ─────────────────────────────────────────────────────── -#> ℹ Data updated: 2024-09-08 14:01:31 UTC +#> ℹ Data updated: 2024-09-09 08:33:51 UTC #> # A tibble: 337 × 339 #> play_id game_id old_game_id home_team away_team season_type week posteam #> <dbl> <chr> <chr> <chr> <chr> <chr> <int> <chr> @@ -1206,19 +1206,19 @@ Examples fast_scraper() }) #> ℹ It is recommended to use parallel processing when trying to load multiple games.Please consider running `future::plan("multisession")`! Will go on sequentially... -#> ✔ 14:01:34 | Download finished. Adding variables... -#> ✔ 14:01:34 | added game variables -#> ✔ 14:01:34 | added nflscrapR variables -#> ✔ 14:01:34 | added ep variables -#> ✔ 14:01:34 | added air_yac_ep variables -#> ✔ 14:01:35 | added wp variables -#> ✔ 14:01:35 | added air_yac_wp variables -#> ✔ 14:01:35 | added cp and cpoe -#> ✔ 14:01:35 | added fixed drive variables -#> ✔ 14:01:35 | added series variables -#> ✔ 14:01:35 | Procedure completed. +#> ✔ 08:33:54 | Download finished. Adding variables... +#> ✔ 08:33:54 | added game variables +#> ✔ 08:33:54 | added nflscrapR variables +#> ✔ 08:33:55 | added ep variables +#> ✔ 08:33:55 | added air_yac_ep variables +#> ✔ 08:33:55 | added wp variables +#> ✔ 08:33:55 | added air_yac_wp variables +#> ✔ 08:33:55 | added cp and cpoe +#> ✔ 08:33:55 | added fixed drive variables +#> ✔ 08:33:55 | added series variables +#> ✔ 08:33:55 | Procedure completed. #> ── nflverse play by play ─────────────────────────────────────────────────────── -#> ℹ Data updated: 2024-09-08 14:01:35 UTC +#> ℹ Data updated: 2024-09-09 08:33:55 UTC #> # A tibble: 539 × 339 #> play_id game_id old_game_id home_team away_team season_type week posteam #> <dbl> <chr> <chr> <chr> <chr> <chr> <int> <chr> diff --git a/reference/fast_scraper_roster.html b/reference/fast_scraper_roster.html index f66a2e0c..07e19d6d 100644 --- a/reference/fast_scraper_roster.html +++ b/reference/fast_scraper_roster.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/fast_scraper_schedules.html b/reference/fast_scraper_schedules.html index 19b49b9e..33b49628 100644 --- a/reference/fast_scraper_schedules.html +++ b/reference/fast_scraper_schedules.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 @@ -102,7 +102,7 @@ Examplesfast_scraper_schedules(2015:2018) }) #> ── nflverse games and schedules ──────────────────────────────────────────────── -#> ℹ Data updated: 2024-09-08 14:01:37 UTC +#> ℹ Data updated: 2024-09-09 08:33:58 UTC #> # A tibble: 1,068 × 46 #> game_id season game_type week gameday weekday gametime away_team away_score #> <chr> <int> <chr> <int> <chr> <chr> <chr> <chr> <int> diff --git a/reference/field_descriptions.html b/reference/field_descriptions.html index 8d94ff34..f837cad4 100644 --- a/reference/field_descriptions.html +++ b/reference/field_descriptions.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/index.html b/reference/index.html index 82dd74ad..c14e90ca 100644 --- a/reference/index.html +++ b/reference/index.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/load_pbp.html b/reference/load_pbp.html index a5318e24..e98e20ca 100644 --- a/reference/load_pbp.html +++ b/reference/load_pbp.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 diff --git a/reference/load_player_stats.html b/reference/load_player_stats.html index ca3f42c1..a1ea9cd2 100644 --- a/reference/load_player_stats.html +++ b/reference/load_player_stats.html @@ -7,7 +7,7 @@ nflfastR - 4.6.1.9015 + 4.6.1.9016 @@ -109,61 +109,61 @@ Examples#> all available seasons. #> Please try `load_player_stats(seasons = TRUE)` to get all seasons. #> This warning is displayed once every 8 hours. -#> Rows: 37 +#> Rows: 294 #> Columns: 53 -#> $ player_id <chr> "00-0030506", "00-0031549", "00-0032764", … -#> $ player_name <chr> "T.Kelce", "N.Agholor", "D.Henry", "S.Peri… -#> $ player_display_name <chr> "Travis Kelce", "Nelson Agholor", "Derrick… -#> $ position <chr> "TE", "WR", "RB", "RB", "WR", "QB", "TE", … -#> $ position_group <chr> "TE", "WR", "RB", "RB", "WR", "QB", "TE", … +#> $ player_id <chr> "00-0026498", "00-0027973", "00-0029604", … +#> $ player_name <chr> "M.Stafford", "A.Dalton", "K.Cousins", "A.… +#> $ player_display_name <chr> "Matthew Stafford", "Andy Dalton", "Kirk C… +#> $ position <chr> "QB", "QB", "QB", "WR", "TE", "WR", "TE", … +#> $ position_group <chr> "QB", "QB", "QB", "WR", "TE", "WR", "TE", … #> $ headshot_url <chr> "https://static.www.nfl.com/image/upload/f… -#> $ recent_team <chr> "KC", "BAL", "BAL", "KC", "KC", "KC", "PHI… +#> $ recent_team <chr> "LA", "CAR", "ATL", "CAR", "WAS", "CHI", "… #> $ season <int> 2024, 2024, 2024, 2024, 2024, 2024, 2024, … #> $ week <int> 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, … #> $ season_type <chr> "REG", "REG", "REG", "REG", "REG", "REG", … -#> $ opponent_team <chr> "BAL", "KC", "KC", "BAL", "BAL", "BAL", "G… -#> $ completions <int> 0, 0, 0, 0, 0, 20, 0, 0, 0, 26, 0, 0, 0, 0… -#> $ attempts <int> 0, 0, 0, 0, 0, 28, 0, 0, 0, 39, 0, 0, 0, 0… -#> $ passing_yards <dbl> 0, 0, 0, 0, 0, 291, 0, 0, 0, 273, 0, 0, 0,… -#> $ passing_tds <int> 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, … -#> $ interceptions <dbl> 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, … -#> $ sacks <dbl> 0, 0, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0, … -#> $ sack_yards <dbl> 0, 0, 0, 0, 0, 10, 0, 0, 0, 6, 0, 0, 0, 0,… -#> $ sack_fumbles <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, … -#> $ sack_fumbles_lost <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, … -#> $ passing_air_yards <dbl> 0, 0, 0, 0, 0, 165, 0, 0, 0, 247, 0, 0, 0,… -#> $ passing_yards_after_catch <dbl> 0, 0, 0, 0, 0, 188, 0, 0, 0, 166, 0, 0, 0,… -#> $ passing_first_downs <dbl> 0, 0, 0, 0, 0, 15, 0, 0, 0, 11, 0, 0, 0, 0… -#> $ passing_epa <dbl> NA, NA, NA, NA, NA, 11.084406, NA, NA, NA,… +#> $ opponent_team <chr> "DET", "NO", "PIT", "NO", "TB", "TEN", "BA… +#> $ completions <int> 34, 0, 16, 0, 0, 0, 0, 0, 18, 0, 0, 19, 0,… +#> $ attempts <int> 49, 1, 26, 0, 0, 0, 0, 0, 25, 0, 0, 23, 0,… +#> $ passing_yards <dbl> 317, 0, 155, 0, 0, 0, 0, 0, 171, 0, 0, 200… +#> $ passing_tds <int> 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 3, 0, 0, … +#> $ interceptions <dbl> 1, 0, 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, … +#> $ sacks <dbl> 2, 0, 2, 0, 0, 0, 0, 0, 2, 0, 0, 1, 0, 0, … +#> $ sack_yards <dbl> 13, 0, 18, 0, 0, 0, 0, 0, 13, 0, 0, 1, 0, … +#> $ sack_fumbles <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … +#> $ sack_fumbles_lost <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … +#> $ passing_air_yards <dbl> 290, 6, 140, 0, 0, 0, 0, 0, 167, 0, 0, 200… +#> $ passing_yards_after_catch <dbl> 171, 0, 73, 0, 0, 0, 0, 0, 67, 0, 0, 96, 0… +#> $ passing_first_downs <dbl> 15, 0, 8, 0, 0, 0, 0, 0, 11, 0, 0, 7, 0, 0… +#> $ passing_epa <dbl> 4.5364209, -0.6210238, -11.0848526, NA, NA… #> $ passing_2pt_conversions <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … -#> $ pacr <dbl> NA, NA, NA, NA, NA, 1.7636364, NA, NA, NA,… -#> $ dakota <dbl> NA, NA, NA, NA, NA, 0.21475525, NA, NA, NA… -#> $ carries <int> 0, 0, 13, 0, 0, 2, 0, 0, 0, 16, 23, 1, 0, … -#> $ rushing_yards <dbl> 0, 0, 46, 0, 0, 3, 0, 0, 0, 122, 100, 3, 0… -#> $ rushing_tds <int> 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0, … -#> $ rushing_fumbles <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, … +#> $ pacr <dbl> 1.093103, 0.000000, 1.107143, NA, NA, NA, … +#> $ dakota <dbl> 0.10613713, NA, 0.01510826, NA, NA, NA, NA… +#> $ carries <int> 0, 0, 1, 0, 0, 0, 0, 0, 4, 4, 1, 2, 0, 0, … +#> $ rushing_yards <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 30, 13, 5, 13, 0, … +#> $ rushing_tds <int> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, … +#> $ rushing_fumbles <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … #> $ rushing_fumbles_lost <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … -#> $ rushing_first_downs <dbl> 0, 0, 5, 0, 0, 1, 0, 0, 0, 7, 6, 1, 0, 3, … -#> $ rushing_epa <dbl> NA, NA, 2.192512648, NA, NA, 1.021992662, … +#> $ rushing_first_downs <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, … +#> $ rushing_epa <dbl> NA, NA, -5.9803170, NA, NA, NA, NA, NA, 3.… #> $ rushing_2pt_conversions <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … -#> $ receptions <int> 3, 1, 0, 1, 0, 1, 4, 1, 2, 0, 2, 6, 5, 2, … -#> $ targets <int> 4, 1, 2, 2, 1, 1, 5, 1, 2, 0, 2, 8, 10, 3,… -#> $ receiving_yards <dbl> 34, 6, 0, 10, 0, 2, 31, 25, 14, 0, 23, 52,… -#> $ receiving_tds <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, … +#> $ receptions <int> 0, 0, 0, 3, 3, 4, 3, 1, 0, 0, 4, 0, 0, 5, … +#> $ targets <int> 0, 0, 0, 4, 4, 11, 4, 1, 0, 0, 7, 0, 1, 6,… +#> $ receiving_yards <dbl> 0, 0, 0, 49, 28, 29, 34, 8, 0, 0, 40, 0, 0… +#> $ receiving_tds <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, … #> $ receiving_fumbles <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … #> $ receiving_fumbles_lost <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … -#> $ receiving_air_yards <dbl> 27, 6, -10, -4, 13, -1, -4, 15, 11, 0, 20,… -#> $ receiving_yards_after_catch <dbl> 10, 0, 0, 13, 0, 3, 31, 10, 3, 0, 3, 59, 6… -#> $ receiving_first_downs <dbl> 2, 0, 0, 1, 0, 0, 1, 1, 1, 0, 1, 2, 5, 1, … -#> $ receiving_epa <dbl> 3.4729155, 0.1412736, -1.4453137, -0.74787… +#> $ receiving_air_yards <dbl> 0, 0, 0, 64, 28, 105, 27, 6, 0, 0, 79, 0, … +#> $ receiving_yards_after_catch <dbl> 0, 0, 0, 18, 7, 15, 10, 2, 0, 0, 5, 0, 0, … +#> $ receiving_first_downs <dbl> 0, 0, 0, 2, 1, 2, 2, 0, 0, 0, 2, 0, 0, 3, … +#> $ receiving_epa <dbl> NA, NA, NA, 4.6427171, 0.7529512, -2.90709… #> $ receiving_2pt_conversions <int> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … -#> $ racr <dbl> 1.2592593, 1.0000000, 0.0000000, -2.500000… -#> $ target_share <dbl> 0.14814815, 0.02631579, 0.05263158, 0.0740… -#> $ air_yards_share <dbl> 0.16875000, 0.02429150, -0.04048583, -0.02… -#> $ wopr <dbl> 0.34034722, 0.05647773, 0.05060729, 0.0936… +#> $ racr <dbl> NA, NA, NA, 0.76562500, 1.00000000, 0.2761… +#> $ target_share <dbl> NA, NA, NA, 0.13793103, 0.16666667, 0.3793… +#> $ air_yards_share <dbl> NA, NA, NA, 0.181818182, 0.224000000, 0.49… +#> $ wopr <dbl> NA, NA, NA, 0.33416928, 0.40680000, 0.9124… #> $ special_teams_tds <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, … -#> $ fantasy_points <dbl> 3.40, 0.60, 10.60, 1.00, 0.00, 14.14, 3.10… -#> $ fantasy_points_ppr <dbl> 6.40, 1.60, 10.60, 2.00, 0.00, 15.14, 7.10… +#> $ fantasy_points <dbl> 14.68, 0.00, 6.20, 4.90, 2.80, 2.90, 3.40,… +#> $ fantasy_points_ppr <dbl> 14.68, 0.00, 6.20, 7.90, 5.80, 6.90, 6.40,… # }
Carl S, Baldwin B (2024). nflfastR: Functions to Efficiently Access NFL Play by Play Data. -R package version 4.6.1.9015, +R package version 4.6.1.9016, https://github.com/nflverse/nflfastR, https://www.nflfastr.com/.
@Manual{, title = {nflfastR: Functions to Efficiently Access NFL Play by Play Data}, author = {Sebastian Carl and Ben Baldwin}, year = {2024}, - note = {R package version 4.6.1.9015, + note = {R package version 4.6.1.9016, https://github.com/nflverse/nflfastR}, url = {https://www.nflfastr.com/}, }