Fantasy Football Data

library(fflr)
packageVersion("fflr")
#> [1] '1.9.2'
ffl_id(leagueId = "42654852")
#> Temporarily set `fflr.leagueId` option to 42654852
#> [1] "42654852"

This vignette will demonstrate the fflr functions used to reach equivalency with the ESPN fantasy football website. The website has eight section headers with various subsections:

  1. My Team
  2. League
  3. Players
  4. FantasyCast
  5. Scoreboard
  6. Standings
  7. Opposing Teams
  8. LM Tools

My Team

The My Team page presents an overview of, well, your fantasy team. From this page, a team manager can set their lineup and see statistics and news on the players on their roster.

There are six subsections on the My Team page.

Overview

The team_roster() function returns all rosters in a league. The output of this function is organized to replicate the layout of the table found on the website. Players are listed in order of their “slot” with name and team information followed by projected and actual scores and ownership statistics.

my_team <- team_roster(scoringPeriodId = 1)[[1]] # select first roster
my_team[, -(1:3)]
#> # A tibble: 16 × 12
#>    lineupSlot      id firstName  lastName    proTeam position injuryStatus projectedScore
#>    <fct>        <int> <chr>      <chr>       <fct>   <fct>    <chr>                 <dbl>
#>  1 QB         3139477 Patrick    Mahomes     KC      QB       A                     22.2 
#>  2 RB         3117251 Christian  McCaffrey   Car     RB       O                     21.3 
#>  3 RB         4242335 Jonathan   Taylor      Ind     RB       A                     15.6 
#>  4 WR           16800 Davante    Adams       GB      WR       A                     19.9 
#>  5 WR         3925357 Calvin     Ridley      Atl     WR       A                     16.0 
#>  6 TE         3116365 Mark       Andrews     Bal     TE       A                     12.2 
#>  7 FX         4360294 Antonio    Gibson      Wsh     RB       A                     16.0 
#>  8 DS          -16027 Buccaneers D/ST        TB      DS       A                      4.51
#>  9 PK         2473037 Jason      Myers       Sea     PK       A                      8.04
#> 10 BE         4259545 D'Andre    Swift       Det     RB       A                     13.5 
#> 11 BE         4045163 Miles      Sanders     Phi     RB       A                     14.3 
#> 12 BE         3919596 Chris      Carson      Sea     RB       A                     12.8 
#> 13 BE           16799 Allen      Robinson II Chi     WR       A                     14.6 
#> 14 BE           16460 Adam       Thielen     Min     WR       A                     14.4 
#> 15 BE         3932905 Diontae    Johnson     Pit     WR       A                     13.4 
#> 16 BE         3128429 Courtland  Sutton      Den     WR       A                     11.9 
#> # … with 4 more variables: actualScore <dbl>, percentStarted <dbl>, percentOwned <dbl>,
#> #   percentChange <dbl>

News

The player_outlook() and player_news() functions return news on your roster. The first returns all outlooks by player and week and cannot be refined beyond setting a limit of players to return (in order of rank).

player_outlook(limit = 1)
#> # A tibble: 5 × 6
#>   seasonId scoringPeriodId    id firstName lastName outlook                               
#>      <int>           <int> <int> <chr>     <chr>    <chr>                                 
#> 1     2021               0 16800 Davante   Adams    Adams was the top-scoring fantasy WR …
#> 2     2021               1 16800 Davante   Adams    Last season, Adams was on pace for on…
#> 3     2021               2 16800 Davante   Adams    The Packers' offense simply couldn't …
#> 4     2021               3 16800 Davante   Adams    A rare blend of efficiency and volume…
#> 5     2021               4 16800 Davante   Adams    Another elite prime-time performance …

The second fiction takes a single playerId value and returns all the recent news on that player, including premium stories in HTML format.

player_news(playerId = "3139477", parseHTML = FALSE)
#> # A tibble: 14 × 6
#>         id published           type     premium headline               body               
#>      <int> <dttm>              <chr>    <lgl>   <chr>                  <chr>              
#>  1 3139477 2021-10-03 20:37:42 Rotowire FALSE   Mahomes completed 24 … "Mahomes capped Ka…
#>  2 3139477 2021-09-26 20:22:02 Rotowire FALSE   Mahomes completed 27 … "Kansas City has s…
#>  3 3139477 2021-09-20 04:47:05 Rotowire FALSE   Mahomes completed 24 … "Mahomes carved up…
#>  4 3139477 2021-09-17 23:13:41 Story    FALSE   NFL Week 2 game picks… "<p><video1></vide…
#>  5 3139477 2021-09-13 03:01:33 Rotowire FALSE   Mahomes completed 27 … "The 25-year-old s…
#>  6 3139477 2021-09-10 14:36:05 Story    TRUE    NFL Week 1 prediction… "<p><video1></vide…
#>  7 3139477 2021-09-08 04:56:27 Story    FALSE   'So, you're Patrick M… "<p><video1><br>\n…
#>  8 3139477 2021-08-31 14:15:41 Story    TRUE    Predicting NFL teams … "<p><video1></vide…
#>  9 3139477 2021-08-28 03:31:05 Rotowire FALSE   Mahomes completed eig… "Mahomes was his s…
#> 10 3139477 2021-08-21 03:07:20 Rotowire FALSE   Mahomes completed 10 … "There had been ta…
#> 11 3139477 2021-08-18 16:33:13 Rotowire FALSE   Coach Andy Reid said … "Mahomes played on…
#> 12 3139477 2021-08-15 04:19:01 Rotowire FALSE   Mahomes completed one… "Mahomes connected…
#> 13 3139477 2021-08-12 18:54:27 Rotowire FALSE   Coach Andy Reid sugge… "Reid didn't actua…
#> 14 3139477 2021-07-23 18:55:35 Rotowire FALSE   Mahomes doesn't antic… "This was expected…

League

ESPN fantasy leagues have their own unique settings and structure. This package has been tested for a very narrow subset of those possible settings.

league_info(leagueId = "42654852")
#> # A tibble: 1 × 6
#>         id seasonId name             isPublic  size finalScoringPeriod
#>      <int>    <int> <chr>            <lgl>    <int>              <int>
#> 1 42654852     2021 FFLR Test League TRUE         4                 17
league_name()
#> [1] "FFLR Test League"
league_size()
#> # A tibble: 1 × 2
#>   seasonId  size
#>      <int> <int>
#> 1     2021     4
str(league_status())
#> tibble [1 × 12] (S3: tbl_df/tbl/data.frame)
#>  $ year                   : int 2021
#>  $ isActive               : logi TRUE
#>  $ activatedDate          : POSIXct[1:1], format: "2021-08-03 10:40:01"
#>  $ scoringPeriodId        : int 4
#>  $ firstScoringPeriod     : int 1
#>  $ finalScoringPeriod     : int 17
#>  $ previousSeasons        :List of 1
#>   ..$ : list()
#>  $ standingsUpdateDate    : POSIXct[1:1], format: "2021-10-04 03:49:31"
#>  $ teamsJoined            : int 4
#>  $ waiverLastExecutionDate: POSIXct[1:1], format: "2021-10-04 03:49:31"
#>  $ waiverNextExecutionDate: POSIXct[1:1], format: NA
#>  $ waiverProcessStatus    :List of 1
#>   ..$ :'data.frame': 1 obs. of  2 variables:
#>   .. ..$ date  : POSIXct[1:1], format: "2021-09-29"
#>   .. ..$ status: int 2

Settings

Draft

draft_settings()
#> # A tibble: 1 × 13
#>   seasonId auctionBudget availableDate       date                isTradingEnabled
#>      <int> <chr>         <dttm>              <dttm>              <lgl>           
#> 1     2021 <NA>          2021-08-03 10:15:00 2021-08-03 11:15:00 FALSE           
#> # … with 8 more variables: keeperCount <int>, keeperCountFuture <int>,
#> #   keeperOrderType <chr>, leagueSubType <chr>, orderType <chr>, pickOrder <list>,
#> #   timePerSelection <int>, type <chr>

Rosters

roster_settings()
#> # A tibble: 1 × 8
#>   seasonId isBenchUnlimited isUsingUndroppabl… lineupLocktimeT… lineupSlotCounts moveLimit
#>      <int> <lgl>            <lgl>              <chr>            <list>               <int>
#> 1     2021 TRUE             TRUE               INDIVIDUAL_GAME  <df [25 × 2]>           -1
#> # … with 2 more variables: positionLimits <list>, rosterLocktimeType <chr>

Scoring

scoring_settings()
#> # A tibble: 1 × 7
#>   seasonId scoringType playerRankType homeTeamBonus playoffHomeTeamBonus playoffMatchupTi…
#>      <int> <chr>       <chr>                  <int>                <int> <chr>            
#> 1     2021 H2H_POINTS  PPR                        1                    0 NONE             
#> # … with 1 more variable: scoringItems <list>

Transactions and Keepers

acquisition_settings()
#> # A tibble: 1 × 10
#>    year acquisitionBudget acquisitionLimit acquisitionType  isUsingAcquisition… minimumBid
#>   <int>             <int>            <int> <chr>            <lgl>                    <int>
#> 1  2021               100               -1 WAIVERS_TRADITI… FALSE                        1
#> # … with 4 more variables: waiverHours <int>, waiverOrderReset <lgl>,
#> #   waiverProcessDays <list>, waiverProcessHour <int>

Schedule

schedule_settings()
#> # A tibble: 1 × 10
#>   seasonId divisions    matchupPeriodCount matchupPeriodLength matchupPeriods periodTypeId
#>      <int> <list>                    <int>               <int> <list>                <int>
#> 1     2021 <df [2 × 3]>                 17                   1 <df [17 × 2]>             1
#> # … with 4 more variables: playoffMatchupPeriodLength <int>, playoffSeedingRule <chr>,
#> #   playoffSeedingRuleBy <int>, playoffTeamCount <int>

Members

league_members()
#> # A tibble: 1 × 3
#>   displayName id                                     isLeagueManager
#>   <chr>       <chr>                                  <lgl>          
#> 1 K5cents     {22DFE7FF-9DF2-4F3B-9FE7-FF9DF2AF3BD2} FALSE

Rosters

team_roster(scoringPeriodId = 1)
#> [[1]]
#> # A tibble: 16 × 15
#>    seasonId scoringPeriodId teamId lineupSlot      id firstName  lastName proTeam position
#>       <int>           <int>  <int> <fct>        <int> <chr>      <chr>    <fct>   <fct>   
#>  1     2021               1      1 QB         3139477 Patrick    Mahomes  KC      QB      
#>  2     2021               1      1 RB         3117251 Christian  McCaffr… Car     RB      
#>  3     2021               1      1 RB         4242335 Jonathan   Taylor   Ind     RB      
#>  4     2021               1      1 WR           16800 Davante    Adams    GB      WR      
#>  5     2021               1      1 WR         3925357 Calvin     Ridley   Atl     WR      
#>  6     2021               1      1 TE         3116365 Mark       Andrews  Bal     TE      
#>  7     2021               1      1 FX         4360294 Antonio    Gibson   Wsh     RB      
#>  8     2021               1      1 DS          -16027 Buccaneers D/ST     TB      DS      
#>  9     2021               1      1 PK         2473037 Jason      Myers    Sea     PK      
#> 10     2021               1      1 BE         4259545 D'Andre    Swift    Det     RB      
#> 11     2021               1      1 BE         4045163 Miles      Sanders  Phi     RB      
#> 12     2021               1      1 BE         3919596 Chris      Carson   Sea     RB      
#> 13     2021               1      1 BE           16799 Allen      Robinso… Chi     WR      
#> 14     2021               1      1 BE           16460 Adam       Thielen  Min     WR      
#> 15     2021               1      1 BE         3932905 Diontae    Johnson  Pit     WR      
#> 16     2021               1      1 BE         3128429 Courtland  Sutton   Den     WR      
#> # … with 6 more variables: injuryStatus <chr>, projectedScore <dbl>, actualScore <dbl>,
#> #   percentStarted <dbl>, percentOwned <dbl>, percentChange <dbl>
#> 
#> [[2]]
#> # A tibble: 16 × 15
#>    seasonId scoringPeriodId teamId lineupSlot      id firstName lastName  proTeam position
#>       <int>           <int>  <int> <fct>        <int> <chr>     <chr>     <fct>   <fct>   
#>  1     2021               1      2 QB         2577417 Dak       Prescott  Dal     QB      
#>  2     2021               1      2 RB         3116593 Dalvin    Cook      Min     RB      
#>  3     2021               1      2 RB         3051392 Ezekiel   Elliott   Dal     RB      
#>  4     2021               1      2 WR         3116406 Tyreek    Hill      KC      WR      
#>  5     2021               1      2 WR         4047650 DK        Metcalf   Sea     WR      
#>  6     2021               1      2 TE         3040151 George    Kittle    SF      TE      
#>  7     2021               1      2 FX         3128720 Nick      Chubb     Cle     RB      
#>  8     2021               1      2 DS          -16023 Steelers  D/ST      Pit     DS      
#>  9     2021               1      2 PK           16339 Brandon   McManus   Den     PK      
#> 10     2021               1      2 BE         4242214 Clyde     Edwards-… KC      RB      
#> 11     2021               1      2 BE         3121422 Terry     McLaurin  Wsh     WR      
#> 12     2021               1      2 BE         2976499 Amari     Cooper    Dal     WR      
#> 13     2021               1      2 BE         4039359 Darrell   Henderso… LAR     RB      
#> 14     2021               1      2 BE           13982 Julio     Jones     Ten     WR      
#> 15     2021               1      2 BE         2977187 Cooper    Kupp      LAR     WR      
#> 16     2021               1      2 BE         2974858 Kenny     Golladay  NYG     WR      
#> # … with 6 more variables: injuryStatus <chr>, projectedScore <dbl>, actualScore <dbl>,
#> #   percentStarted <dbl>, percentOwned <dbl>, percentChange <dbl>
#> 
#> [[3]]
#> # A tibble: 16 × 15
#>    seasonId scoringPeriodId teamId lineupSlot      id firstName lastName  proTeam position
#>       <int>           <int>  <int> <fct>        <int> <chr>     <chr>     <fct>   <fct>   
#>  1     2021               1      3 QB         3918298 Josh      Allen     Buf     QB      
#>  2     2021               1      3 RB         3929630 Saquon    Barkley   NYG     RB      
#>  3     2021               1      3 RB         3043078 Derrick   Henry     Ten     RB      
#>  4     2021               1      3 WR           15795 DeAndre   Hopkins   Ari     WR      
#>  5     2021               1      3 WR         4262921 Justin    Jefferson Min     WR      
#>  6     2021               1      3 TE         2576925 Darren    Waller    LV      TE      
#>  7     2021               1      3 FX         3068267 Austin    Ekeler    LAC     RB      
#>  8     2021               1      0 DS          -16033 Ravens    D/ST      Bal     DS      
#>  9     2021               1      3 PK           15683 Justin    Tucker    Bal     PK      
#> 10     2021               1      3 BE         3116385 Joe       Mixon     Cin     RB      
#> 11     2021               1      3 BE           15818 Keenan    Allen     LAC     WR      
#> 12     2021               1      3 BE           16737 Mike      Evans     TB      WR      
#> 13     2021               1      3 BE         4047365 Josh      Jacobs    LV      RB      
#> 14     2021               1      3 BE         3886818 Myles     Gaskin    Mia     RB      
#> 15     2021               1      3 BE         4362628 Ja'Marr   Chase     Cin     WR      
#> 16     2021               1      3 BE         4360438 Brandon   Aiyuk     SF      WR      
#> # … with 6 more variables: injuryStatus <chr>, projectedScore <dbl>, actualScore <dbl>,
#> #   percentStarted <dbl>, percentOwned <dbl>, percentChange <dbl>
#> 
#> [[4]]
#> # A tibble: 16 × 15
#>    seasonId scoringPeriodId teamId lineupSlot      id firstName lastName   proTeam position
#>       <int>           <int>  <int> <fct>        <int> <chr>     <chr>      <fct>   <fct>   
#>  1     2021               1      4 QB         3917315 Kyler     Murray     Ari     QB      
#>  2     2021               1      4 RB         3054850 Alvin     Kamara     NO      RB      
#>  3     2021               1      4 RB         3042519 Aaron     Jones      GB      RB      
#>  4     2021               1      4 WR         2976212 Stefon    Diggs      Buf     WR      
#>  5     2021               1      4 WR         4047646 A.J.      Brown      Ten     WR      
#>  6     2021               1      4 TE           15847 Travis    Kelce      KC      TE      
#>  7     2021               1      4 FX         4241457 Najee     Harris     Pit     RB      
#>  8     2021               1      0 DS          -16025 49ers     D/ST       SF      DS      
#>  9     2021               1      4 PK         3055899 Harrison  Butker     KC      PK      
#> 10     2021               1      4 BE         4035538 David     Montgomery Chi     RB      
#> 11     2021               1      4 BE         4241985 J.K.      Dobbins    Bal     RB      
#> 12     2021               1      4 BE           15880 Robert    Woods      LAR     WR      
#> 13     2021               1      4 BE         4241389 CeeDee    Lamb       Dal     WR      
#> 14     2021               1      4 BE         3915416 DJ        Moore      Car     WR      
#> 15     2021               1      4 BE         3116165 Chris     Godwin     TB      WR      
#> 16     2021               1      4 BE         2577327 Tyler     Lockett    Sea     WR      
#> # … with 6 more variables: injuryStatus <chr>, projectedScore <dbl>, actualScore <dbl>,
#> #   percentStarted <dbl>, percentOwned <dbl>, percentChange <dbl>

Schedule

tidy_matchups(scoringPeriodId = 1)
#> # A tibble: 68 × 6
#>    seasonId matchupPeriodId    id teamId opponent home 
#>       <int>           <int> <int> <fct>  <fct>    <lgl>
#>  1     2021               1     1 AUS    CHI      TRUE 
#>  2     2021               1     1 CHI    AUS      FALSE
#>  3     2021               1     2 BOS    DEN      TRUE 
#>  4     2021               1     2 DEN    BOS      FALSE
#>  5     2021               2     3 CHI    DEN      TRUE 
#>  6     2021               2     3 DEN    CHI      FALSE
#>  7     2021               2     4 AUS    BOS      TRUE 
#>  8     2021               2     4 BOS    AUS      FALSE
#>  9     2021               3     5 DEN    AUS      TRUE 
#> 10     2021               3     5 AUS    DEN      FALSE
#> # … with 58 more rows

Message Board

league_messages(scoringPeriodId = 1)
#> # A tibble: 3 × 7
#>   id       type            author    date                content       messages viewableBy
#>   <chr>    <chr>           <chr>     <dttm>              <chr>         <list>   <list>    
#> 1 a2d0d0b6 MSG_BOARD_GROUP {22DFE7F… 2021-09-13 19:46:29 "This is the… <df [2 … <NULL>    
#> 2 1e760139 MSG_BOARD       {22DFE7F… 2021-09-13 19:46:49 "This is the… <df [2 … <NULL>    
#> 3 5af42ec9 NOTE            {22DFE7F… 2021-09-13 19:46:07 "This [b]not… <NULL>   <NULL>

Transaction Counter

transaction_counter()
#> # A tibble: 4 × 14
#>   seasonId scoringPeriodId teamId abbrev waiverRank acquisitionBudgetS… acquisitions drops
#>      <int>           <int>  <int> <fct>       <int>               <int>        <int> <int>
#> 1     2021               4      1 AUS             1                   0            0     0
#> 2     2021               4      2 BOS             2                   0            0     0
#> 3     2021               4      3 CHI             4                   0            2     2
#> 4     2021               4      4 DEN             3                   0            2     1
#> # … with 6 more variables: misc <int>, moveToActive <int>, moveToIR <int>, paid <dbl>,
#> #   teamCharges <dbl>, trades <int>

Draft Recap

draft_recap()
#> # A tibble: 64 × 14
#>    seasonId autoDraftTypeId bidAmount    id keeper lineupSlotId nominatingTeamId
#>       <int> <lgl>               <int> <int> <lgl>         <int> <fct>           
#>  1     2021 TRUE                   NA     1 FALSE             2 <NA>            
#>  2     2021 TRUE                   NA     2 FALSE             2 <NA>            
#>  3     2021 TRUE                   NA     3 FALSE             2 <NA>            
#>  4     2021 TRUE                   NA     4 FALSE             6 <NA>            
#>  5     2021 TRUE                   NA     5 FALSE             2 <NA>            
#>  6     2021 TRUE                   NA     6 FALSE             2 <NA>            
#>  7     2021 TRUE                   NA     7 FALSE             2 <NA>            
#>  8     2021 TRUE                   NA     8 FALSE             2 <NA>            
#>  9     2021 TRUE                   NA     9 FALSE             4 <NA>            
#> 10     2021 TRUE                   NA    10 FALSE             4 <NA>            
#> # … with 54 more rows, and 7 more variables: overallPickNumber <int>, playerId <int>,
#> #   reservedForKeeper <lgl>, roundId <int>, roundPickNumber <int>, teamId <fct>,
#> #   tradeLocked <lgl>

Recent Activity

recent_activity(scoringPeriodId = 1)
#> # A tibble: 66 × 13
#>    id       seaonId rating bidAmount scoringPeriodId memberId status   fromLineupSlotId
#>    <chr>      <int>  <int>     <int>           <int> <chr>    <chr>    <fct>           
#>  1 062292e8    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  2 079a96a2    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  3 08e8044a    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  4 13b7c29a    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  5 172b6b5f    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  6 1b53d425    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  7 20d2e4a1    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  8 241ffb13    2021      0        NA               1 <NA>     EXECUTED <NA>            
#>  9 2460ef90    2021      0        NA               1 <NA>     EXECUTED <NA>            
#> 10 252e3cc0    2021      0        NA               1 <NA>     EXECUTED <NA>            
#> # … with 56 more rows, and 5 more variables: fromTeamId <int>, playerId <int>,
#> #   toLineupSlotId <fct>, toTeamId <int>, type <chr>

Players

all_players(limit = 10)
#> # A tibble: 10 × 19
#>    seasonId scoringPeriodId      id firstName lastName proTeam defaultPositionId
#>       <int>           <dbl>   <int> <chr>     <chr>    <fct>   <fct>            
#>  1     2021               4   16800 Davante   Adams    GB      WR               
#>  2     2021               4 3116593 Dalvin    Cook     Min     RB               
#>  3     2021               4   15847 Travis    Kelce    KC      TE               
#>  4     2021               4 3043078 Derrick   Henry    Ten     RB               
#>  5     2021               4 3054850 Alvin     Kamara   NO      RB               
#>  6     2021               4 3116406 Tyreek    Hill     KC      WR               
#>  7     2021               4 2976212 Stefon    Diggs    Buf     WR               
#>  8     2021               4 3139477 Patrick   Mahomes  KC      QB               
#>  9     2021               4   15795 DeAndre   Hopkins  Ari     WR               
#> 10     2021               4 4047650 DK        Metcalf  Sea     WR               
#> # … with 12 more variables: injuryStatus <chr>, percentStarted <dbl>, percentOwned <dbl>,
#> #   percentChange <dbl>, positionalRanking <int>, totalRating <dbl>,
#> #   auctionValueAverage <dbl>, averageDraftPosition <dbl>, next_wk <dbl>, last_wk <dbl>,
#> #   last_szn <dbl>, this_szn <dbl>

Scoreboard

live_scoring()
#> # A tibble: 4 × 5
#>   currentMatchupPeriod    id teamId totalPointsLive totalProjectedPointsLive
#>                  <int> <int> <fct>            <dbl>                    <dbl>
#> 1                    4     7 CHI               147.                     151.
#> 2                    4     7 AUS               139.                     139.
#> 3                    4     8 DEN               105.                     105.
#> 4                    4     8 BOS               133.                     133.

Standings

league_standings()
#> # A tibble: 4 × 19
#>   seasonId scoringPeriodId teamId abbrev draftDayProjectedR… currentProjected… playoffSeed
#>      <int>           <int>  <int> <fct>                <int>             <int>       <int>
#> 1     2021               4      1 AUS                      2                 4           4
#> 2     2021               4      2 BOS                      4                 2           3
#> 3     2021               4      3 CHI                      3                 3           1
#> 4     2021               4      4 DEN                      1                 1           2
#> # … with 12 more variables: rankCalculatedFinal <int>, gamesBack <dbl>, losses <int>,
#> #   percentage <dbl>, pointsAgainst <dbl>, pointsFor <dbl>, streakLength <int>,
#> #   streakType <chr>, ties <int>, wins <int>, playoffPct <dbl>, divisionWinPct <dbl>