Package: yahoo-fb-stat-analysis
SetupOAuth2.json setupCreate an empty json file named ‘OAuth2’Get access token and consumer key by register an app:https://developer.yahoo.com/apps/create/Place these within your OAuth2.json as done in this link:https://pypi.org/project/yahoo-oauth/League ConstantsMake sure to call update_league_constants() ONCE AND ONLY ONCE PER DAY. This allows the user to run into less scenarios where they request too many times from a given APIMake sure to call update_ballpark_constants ONCE per year. This only needs done once per season since it uses ballpark factors from the previous seasonMake sure to ALWAYS call starter() whenever using the package, it is required for ALL functionsQualified ConfigurationsMake sure to have your ‘configs.yaml’ file with the correct fields as shown on the GitHub project pageMultiple LeaguesIf you have multiple leagues simply pass in the league_id to the yfbsa.League objectIf “league_id” is not passed, it will default to the first league_id registered. The program will display a list of available id’s howeverPython Module UsageIn [1]: from yahoo_fb_stat_analysis import main as yfbsa

In [2]: lgObj = yfbsa.League(year=2022)

In [3]: lgObj.update_league_constants()

In [4]: lgObj.update_ballpark_constants()

In [5]: lgObj.starter()

# Get Shane McClanahan's stats over the past month
In [6]: shane = lgObj.get_player("Shane McClanahan", "lastmonth")
Out[6]: {'Shane McClanahan': [11398.0, 5.0, 32.0, 122.0, 3.279, 31.967, 3.133, 1.41, 0.81, 39.0, 5.0, 3.0, 1.0, 0.0]}

# Display Shane McClanahan's stats over the season
In [7]: lgObj.print_player("Shane McClanahan", "season")
Out[7]: Name: Shane McClanahan GS: 5.0 IP: 32.1 BF: 114.0 BB%: 3.509 K%: 36.842 FIP: 0.0 ERA: 1.39 WHIP: 0.65 W: 3.0 L: 0.0 SV: 0.0

# Display your current roster's stats over the season
In [8]: lgObj.current_roster_stats("season")
Out[8]:
Your batters:
Current week:  11
Current week roster:  [{'player_id': 11732, 'name': 'Adley Rutschman', 'status': '', 'position_type': 'B', 'eligible_positions': ['C', 'Util'], 'selected_position': 'C'}, {'player_id': 9605, 'name': 'Matt Olson', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', 'Util'], 'selected_position': '1B'}, {'player_id': 9112, 'name': 'Jurickson Profar', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', '2B', 'OF', 'Util'], 'selected_position': '2B'}, {'player_id': 11771, 'name': 'Bobby Witt Jr.', 'status': '', 'position_type': 'B', 'eligible_positions': ['3B', 'SS', 'Util'], 'selected_position': '3B'}, {'player_id': 10233, 'name': 'Amed Rosario', 'status': '', 'position_type': 'B', 'eligible_positions': ['SS', 'OF', 'Util'], 'selected_position': 'OF'}, {'player_id': 10429, 'name': 'Ryan Mountcastle', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', 'OF', 'Util'], 'selected_position': 'OF'}, {'player_id': 11391, 'name': 'Nolan Gorman', 'status': '', 'position_type': 'B', 'eligible_positions': ['2B', '3B', 'Util'], 'selected_position': 'Util'}, {'player_id': 9846, 'name': 'Christian Walker', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', 'Util'], 'selected_position': 'Util'}, {'player_id': 11370, 'name': 'Oneil Cruz', 'status': '', 'position_type': 'B', 'eligible_positions': ['SS', 'Util'], 'selected_position': 'BN'}, {'player_id': 9553, 'name': 'Albert Almora Jr.', 'status': '', 'position_type': 'B', 'eligible_positions': ['OF', 'Util'], 'selected_position': 'BN'}, {'player_id': 10883, 'name': 'Yordan Alvarez', 'status': '', 'position_type': 'B', 'eligible_positions': ['OF', 'Util'], 'selected_position': 'BN'}, {'player_id': 10839, 'name': 'Jazz Chisholm Jr.', 'status': '', 'position_type': 'B', 'eligible_positions': ['2B', 'SS', 'Util'], 'selected_position': 'BN'}, {'player_id': 11292, 'name': 'Jonathan India', 'status': 'DTD', 'position_type': 'B', 'eligible_positions': ['2B', 'Util'], 'selected_position': 'BN'}, {'player_id': 11398, 'name': 'Shane McClanahan', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'SP'}, {'player_id': 12281, 'name': 'Spencer Strider', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'RP', 'P'], 'selected_position': 'SP'}, {'player_id': 8287, 'name': 'David Robertson', 'status': '', 'position_type': 'P', 'eligible_positions': ['RP', 'P'], 'selected_position': 'RP'}, {'player_id': 10432, 'name': 'Tanner Scott', 'status': '', 'position_type': 'P', 'eligible_positions': ['RP', 'P'], 'selected_position': 'RP'}, {'player_id': 9620, 'name': 'Max Fried', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 10462, 'name': 'Triston McKenzie', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 11854, 'name': 'Alek Manoah', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 11381, 'name': 'Logan Gilbert', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 9121, 'name': 'Gerrit Cole', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10940, 'name': 'MacKenzie Gore', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10934, 'name': 'Shane Baz', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10909, 'name': 'Trevor Rogers', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10456, 'name': 'Tyler Stephenson', 'status': 'IL10', 'position_type': 'B', 'eligible_positions': ['C', '1B', 'Util', 'IL'], 'selected_position': 'IL'}, {'player_id': 10423, 'name': 'Mike Soroka', 'status': 'IL60', 'position_type': 'P', 'eligible_positions': ['SP', 'P', 'IL'], 'selected_position': 'IL'}, {'player_id': 11378, 'name': 'Esteury Ruiz', 'status': 'NA', 'position_type': 'B', 'eligible_positions': ['2B', 'Util', 'NA'], 'selected_position': 'NA'}]
Name: Yordan Alvarez PA: 269.0 wRC: 60.804 wRC/PA: 0.226 wOBA: 0.443 BABIP: 0.301 WAR: 0.9 wRC+: 193.939
Name: Brendan Donovan PA: 192.0 wRC: 33.219 wRC/PA: 0.173 wOBA: 0.378 BABIP: 0.386 WAR: 0.7 wRC+: 151.984
....

Your pitchers:
Name: Spencer Strider GS: 16.0 IP: 47.2 BF: 195.0 BB%: 11.282 K%: 36.923 FIP: 2.401 ERA: 3.4 WHIP: 1.11 WAR: 1.5 W: 3.0 L: 2.0 SV: 0.0
Name: Max Fried GS: 15.0 IP: 94.1 BF: 376.0 BB%: 4.255 K%: 24.468 FIP: 2.611 ERA: 2.77 WHIP: 1.05 WAR: 3.3 W: 7.0 L: 2.0 SV: 0.0  ....
....

# Get the basic info for all the players on your current roster
In [9]: lgObj.current_roster_basic()
Out[9]:
Hitter List:
{'player_id': 11732, 'name': 'Adley Rutschman', 'status': '', 'position_type': 'B', 'eligible_positions': ['C', 'Util'], 'selected_position': 'C'}
{'player_id': 9605, 'name': 'Matt Olson', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', 'Util'], 'selected_position': '1B'}
....

Pitcher List:
{'player_id': 10432, 'name': 'Tanner Scott', 'status': '', 'position_type': 'P', 'eligible_positions': ['RP', 'P'], 'selected_position': 'RP'}
{'player_id': 9620, 'name': 'Max Fried', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}
....

Injured List and NA:
{'player_id': 11292, 'name': 'Jonathan India', 'status': 'DTD', 'position_type': 'B', 'eligible_positions': ['2B', 'Util'], 'selected_position': 'BN'}
{'player_id': 10456, 'name': 'Tyler Stephenson', 'status': 'IL10', 'position_type': 'B', 'eligible_positions': ['C', '1B', 'Util', 'IL'], 'selected_position': 'IL'}
....

# Get details for every team in your league
In [10]: lgObj.team_details()
Out[10]:
[('team_key', 'team's key'), ('team_id', '10'), ('name', 'Name A'), ('url', 'team url'), ('team_logos', [{'team_logo': {'size': 'large', 'url': 'url'}}]), ('waiver_priority', 10), ('number_of_moves', '21'), ('number_of_trades', 0), ('roster_adds', {'coverage_type': 'week', 'coverage_value': 11, 'value': '1'}), ('league_scoring_type', 'head'), ('draft_position', 2), ('has_draft_grade', 0), ('managers', [{'manager': {'manager_id': '10', 'nickname': 'Mr. X', 'guid': 'B3QNT4MWWQDXZS3J7HDPCDPWVU', 'image_url': 'https://s.yimg.com/ag/images/default_user_profile_pic_64sq.jpg', 'felo_score': '658', 'felo_tier': 'silver'}}])]
[('team_key', 'team's key'), ('team_id', '12'), ('name', 'Name B'), ('url', 'team url'), ('team_logos', [{'team_logo': {'size': 'large', 'url': 'url'}}]), ('waiver_priority', 12), ('number_of_moves', '16'), ('number_of_trades', 0), ('roster_adds', {'coverage_type': 'week', 'coverage_value': 11, 'value': '0'}), ('league_scoring_type', 'head'), ('draft_position', 3), ('has_draft_grade', 0), ('managers', [{'manager': {'manager_id': '12', 'nickname': 'Mr. Y', 'guid': 'JLUKFLTAHXRTWF46MW3YLFKE3E', 'image_url': 'https://s.yimg.com/ag/images/default_user_profile_pic_64sq.jpg', 'felo_score': '668', 'felo_tier': 'silver'}}])]
....

# Display every game's matchup, pitcher stats over the past month, your batters stats over the past week, and a note if available
In [11]: lgObj.predict_team_day()
Out[11]:
Game 1: New York Mets at Miami Marlins
Pitcher Stats over the past month
HP: Daniel Castano IP: 10.0 BF: 46.0 BB%: 10.87 K%: 13.043 FIP: 5.064 ERA: 3.6 WHIP: 1.7 K: 1.0 HR: 0.0
Daniel Castano Note: Not Available
AP: David Peterson IP: 20.1 BF: 97.0 BB%: 13.402 K%: 20.619 FIP: 4.358 ERA: 4.43 WHIP: 1.77 K: 1.0 HR: 2.0
David Peterson Note: Not Available

Game 2: Houston Astros at New York Yankees
Pitcher Stats over the past month
HP: Nestor Cortes IP: 10.0 BF: 46.0 BB%: 10.87 K%: 13.043 FIP: 5.064 ERA: 3.6 WHIP: 1.7 K: 1.0 HR: 0.0
Nestor Cortes Note: Not Available
AP: Jose Urquidy IP: 27.0 BF: 125.0 BB%: 6.4 K%: 17.6 FIP: 5.423 ERA: 5.33 WHIP: 1.52 K: 6.0 HR: 2.0
Jose Urquidy Note: Not Available
....

Team batter stats over the past week:
Current week:  11
Current week roster:  [{'player_id': 11732, 'name': 'Adley Rutschman', 'status': '', 'position_type': 'B', 'eligible_positions': ['C', 'Util'], 'selected_position': 'C'}, {'player_id': 9605, 'name': 'Matt Olson', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', 'Util'], 'selected_position': '1B'}, {'player_id': 9112, 'name': 'Jurickson Profar', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', '2B', 'OF', 'Util'], 'selected_position': '2B'}, {'player_id': 11771, 'name': 'Bobby Witt Jr.', 'status': '', 'position_type': 'B', 'eligible_positions': ['3B', 'SS', 'Util'], 'selected_position': '3B'}, {'player_id': 10233, 'name': 'Amed Rosario', 'status': '', 'position_type': 'B', 'eligible_positions': ['SS', 'OF', 'Util'], 'selected_position': 'OF'}, {'player_id': 10429, 'name': 'Ryan Mountcastle', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', 'OF', 'Util'], 'selected_position': 'OF'}, {'player_id': 11391, 'name': 'Nolan Gorman', 'status': '', 'position_type': 'B', 'eligible_positions': ['2B', '3B', 'Util'], 'selected_position': 'Util'}, {'player_id': 9846, 'name': 'Christian Walker', 'status': '', 'position_type': 'B', 'eligible_positions': ['1B', 'Util'], 'selected_position': 'Util'}, {'player_id': 11370, 'name': 'Oneil Cruz', 'status': '', 'position_type': 'B', 'eligible_positions': ['SS', 'Util'], 'selected_position': 'BN'}, {'player_id': 9553, 'name': 'Albert Almora Jr.', 'status': '', 'position_type': 'B', 'eligible_positions': ['OF', 'Util'], 'selected_position': 'BN'}, {'player_id': 10883, 'name': 'Yordan Alvarez', 'status': '', 'position_type': 'B', 'eligible_positions': ['OF', 'Util'], 'selected_position': 'BN'}, {'player_id': 10839, 'name': 'Jazz Chisholm Jr.', 'status': '', 'position_type': 'B', 'eligible_positions': ['2B', 'SS', 'Util'], 'selected_position': 'BN'}, {'player_id': 11292, 'name': 'Jonathan India', 'status': 'DTD', 'position_type': 'B', 'eligible_positions': ['2B', 'Util'], 'selected_position': 'BN'}, {'player_id': 11398, 'name': 'Shane McClanahan', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'SP'}, {'player_id': 12281, 'name': 'Spencer Strider', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'RP', 'P'], 'selected_position': 'SP'}, {'player_id': 8287, 'name': 'David Robertson', 'status': '', 'position_type': 'P', 'eligible_positions': ['RP', 'P'], 'selected_position': 'RP'}, {'player_id': 10432, 'name': 'Tanner Scott', 'status': '', 'position_type': 'P', 'eligible_positions': ['RP', 'P'], 'selected_position': 'RP'}, {'player_id': 9620, 'name': 'Max Fried', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 10462, 'name': 'Triston McKenzie', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 11854, 'name': 'Alek Manoah', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 11381, 'name': 'Logan Gilbert', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'P'}, {'player_id': 9121, 'name': 'Gerrit Cole', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10940, 'name': 'MacKenzie Gore', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10934, 'name': 'Shane Baz', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10909, 'name': 'Trevor Rogers', 'status': '', 'position_type': 'P', 'eligible_positions': ['SP', 'P'], 'selected_position': 'BN'}, {'player_id': 10456, 'name': 'Tyler Stephenson', 'status': 'IL10', 'position_type': 'B', 'eligible_positions': ['C', '1B', 'Util', 'IL'], 'selected_position': 'IL'}, {'player_id': 10423, 'name': 'Mike Soroka', 'status': 'IL60', 'position_type': 'P', 'eligible_positions': ['SP', 'P', 'IL'], 'selected_position': 'IL'}, {'player_id': 11378, 'name': 'Esteury Ruiz', 'status': 'NA', 'position_type': 'B', 'eligible_positions': ['2B', 'Util', 'NA'], 'selected_position': 'NA'}]
Name: Jazz Chisholm Jr. PA: 24.0 wRC: 7.226 wRC/PA: 0.301 wOBA: 0.535 BABIP: 0.538 wRC+: 222.084
Name: Yordan Alvarez PA: 21.0 wRC: 6.357 wRC/PA: 0.303 wOBA: 0.537 BABIP: 0.222 wRC+: 220.66
....

Team pitcher stats over the past week:
Name: Max Fried GS: 2.0 IP: 13.2 BF: 52.0 BB%: 5.769 K%: 32.692 FIP: 1.270 ERA: 1.98 WHIP: 1.02 W: 0.0 L: 0.0 SV: 0.0
Name: Triston McKenzie GS: 1.0 IP: 4.1 BF: 22.0 BB%: 4.545 K%: 22.727 FIP: 10.969 ERA: 12.46 WHIP: 2.31 W: 0.0 L: 0.0 SV: 0.0
....

# Get a dict of all the batters currently on the wire with their stats over the past month only considering qualified batters
In [12]: faBatters = lgObj.get_batters('lastmonth', status=2, qualified=True)
Out[12]: {'Albert Pujols': [63.0, 5.0, 16.667, 0.267, 0.283, 0.884, 0.376, 10.779, 0.0, 97.580, 0.171] .... }

# Display all qualified batters currently on the wire with their stats over the past month
In [13]: lgObj.print_batters(faBatters, reverse=True)
Out[13]:
Name: Luis Torrens PA: 9.0 wRC: 3.835 wRC/PA: 0.426 wOBA: 0.693 BABIP: 0.333 wRC+: 127.428
Name: Luis Rengifo PA: 4.0 wRC: 0.897 wRC/PA: 0.224 wOBA: 0.442 BABIP: 0.667 wRC+: 118.299
....

# Get a dict of all the pitchers currently on the wire with their stats over the past month only considering qualified pitchers
In [14]: takenPitchers = lgObj.get_pitchers('lastmonth', status=1, qualified=True)
Out[14]: {'Adam Wainwright': [7048, 8.0, 32.0, 131.0, '9.160', '24.427', '3.102', 2.53, 1.19, 32.0, 2.0, 3.0, 0.0, 0.0], ....}

# Display all qualified pitchers currently on the wire with their stats over the past month
In [15]: lgObj.print_pitchers(takenPitchers, reverse=False)
Out[15]:
Name: Ryan Pressly GS: 12.0 IP: 12.0 BF: 40.0 BB%: 0.000 K%: 52.500 FIP: -0.336 ERA: 0.0 WHIP: 0.33 W: 2.0 L: 0.0 SV: 6.0
Name: Paul Sewald GS: 13.0 IP: 12.2 BF: 45.0 BB%: 6.667 K%: 48.889 FIP: 0.295 ERA: 0.0 WHIP: 0.47 W: 3.0 L: 0.0 SV: 2.0

# Display whether a player is currently over-achieving or under-achieving
In [16]: lgObj.outlier("Shane McClanahan", 1)
Out[16]:
Current Season Stats
Name: Shane McClanahan GS: 14.0 IP: 84.1 BF: 320.0 BB%: 5.0 K%: 35.312 FIP: 2.784 ERA: 1.81 WHIP: 0.85 WAR: 2.2 W: 7.0 L: 3.0 SV: 0.0
Career Stats
Name: Shane McClanahan GS: 40.0 IP: 211.2 BF: 794.0 BB%: 6.675 K%: 32.746 FIP: 3.036 ERA: 2.76 WHIP: 1.1 W: 17.0 L: 9.0 SV: 0.0
Up 0.252 points in FIP
Up 0.950 points in ERA
Up 0.250 points in WHIP
Up 2.566 points in K%
Up 1.675 points in BB%
Currently overachieving based on the following categories:
FIP, ERA, WHIP, K%, BB%

# Display the top 10 hottest batter and pitchers both rostered and on the wire over the season
# Batters sorted by wRC+ descending
# Pitchers sorted by FIP ascending
In [17]: lgObj.whos_hot("season")
Out[17]:
Top 10 Hottest Rostered Pitchers:
Name: Jason Adam GS: 32.0 IP: 29.2 BF: 107.0 BB%: 7.477 K%: 29.907 FIP: 2.000 ERA: 1.21 WHIP: 0.67 WAR: 0.8 W: 1.0 L: 2.0 SV: 2.0
Name: Seranthony DomÃ­nguez GS: 29.0 IP: 27.2 BF: 104.0 BB%: 6.731 K%: 33.654 FIP: 1.951 ERA: 1.63 WHIP: 0.83 WAR: 0.8 W: 4.0 L: 1.0 SV: 2.0
....

Top 10 Hottest Free Agent Pitchers:
Name: Cody Stashak GS: 11.0 IP: 16.1 BF: 65.0 BB%: 0.000 K%: 23.077 FIP: 2.108 ERA: 3.86 WHIP: 0.98 WAR: 0.4 W: 3.0 L: 0.0 SV: 0.0
Name: Daniel Hudson GS: 25.0 IP: 24.1 BF: 97.0 BB%: 5.155 K%: 30.928 FIP: 2.085 ERA: 2.22 WHIP: 0.9 WAR: 0.7 W: 2.0 L: 3.0 SV: 5.0
....

Top 10 Hottest Rostered Batters:
Name: Paul Goldschmidt PA: 308.0 wRC: 69.117 wRC/PA: 0.224 wOBA: 0.441 BABIP: 0.382 WAR: 1.1 wRC+: 195.611
Name: Yordan Alvarez PA: 269.0 wRC: 60.804 wRC/PA: 0.226 wOBA: 0.443 BABIP: 0.301 WAR: 0.9 wRC+: 193.939
....

Top 10 Hottest Free Agent Batters:
Name: Ji-Man Choi PA: 194.0 wRC: 32.774 wRC/PA: 0.169 wOBA: 0.373 BABIP: 0.383 WAR: 0.7 wRC+: 143.655
Name: Luis GonzÃ¡lez PA: 180.0 wRC: 26.885 wRC/PA: 0.149 wOBA: 0.349 BABIP: 0.366 WAR: 0.6 wRC+: 130.883
....

# Display the top 10 coldest batter and pitchers both rostered and on the wire over the season
# Batters sorted by wRC+ ascending
# Pitchers sorted by FIP descending
In [18]: lgObj.whos_cold("season")
Out[18]:
Top 10 Coldest Rostered Pitchers:
Name: Hunter Greene GS: 14.0 IP: 70.0 BF: 305.0 BB%: 9.836 K%: 28.852 FIP: 5.735 ERA: 5.66 WHIP: 1.36 WAR: 0.0 W: 3.0 L: 8.0 SV: 0.0
Name: Beau Brieske GS: 11.0 IP: 59.2 BF: 247.0 BB%: 6.883 K%: 16.599 FIP: 5.495 ERA: 4.07 WHIP: 1.21 WAR: -0.3 W: 1.0 L: 6.0 SV: 0.0
....

Top 10 Coldest Free Agent Pitchers:
Name: Albert Abreu GS: 12.0 IP: 14.0 BF: 68.0 BB%: 25.000 K%: 17.647 FIP: 8.307 ERA: 3.21 WHIP: 2.0 WAR: -0.1 W: 0.0 L: 0.0 SV: 0.0
Name: Trevor Kelley GS: 13.0 IP: 16.0 BF: 72.0 BB%: 5.556 K%: 20.833 FIP: 8.101 ERA: 7.31 WHIP: 1.38 WAR: -0.6 W: 1.0 L: 0.0 SV: 0.0
....

Top 10 Coldest Rostered Batters:
Name: Elias DÃ­az PA: 177.0 wRC: 14.743 wRC/PA: 0.083 wOBA: 0.268 BABIP: 0.248 WAR: 0.6 wRC+: 57.472
Name: Jorge Mateo PA: 239.0 wRC: 17.568 wRC/PA: 0.074 wOBA: 0.256 BABIP: 0.284 WAR: 0.8 wRC+: 58.391
....

Top 10 Coldest Free Agent Batters:
Name: Pat Valaika PA: 163.0 wRC: 8.791 wRC/PA: 0.054 wOBA: 0.232 BABIP: 0.269 WAR: 0.5 wRC+: 44.287
Name: Kevin Newman PA: 319.0 wRC: 17.985 wRC/PA: 0.056 wOBA: 0.235 BABIP: 0.217 WAR: 1.0 wRC+: 48.883
....

In [19]: lgObj.get_all_players('lastmonth', qualified=True)
Out[19]:
All pitchers currently on your team:
Name: Chad Green GS: 9.0 IP: 13.2 BF: 50.0 BB%: 0.000 K%: 38.000 FIP: 1.270 ERA: 3.29 WHIP: 0.66 W: 3.0 L: 1.0 SV: 1.0
Name: Zach Thompson GS: 3.0 IP: 16.0 BF: 64.0 BB%: 9.375 K%: 37.500 FIP: 2.477 ERA: 2.25 WHIP: 0.94 W: 1.0 L: 1.0 SV: 0.0
....

All batters currently on your team:
Name: Kyle Schwarber PA: 77.0 wRC: 23.748 wRC/PA: 0.308 wOBA: 0.544 BABIP: 0.303 wRC+: 246.399
Name: Max Muncy PA: 75.0 wRC: 16.708 wRC/PA: 0.223 wOBA: 0.439 BABIP: 0.255 wRC+: 184.203
....

All pitchers currently on teams:
Name: Ryan Pressly GS: 12.0 IP: 12.0 BF: 40.0 BB%: 0.000 K%: 52.500 FIP: -0.336 ERA: 0.0 WHIP: 0.33 W: 2.0 L: 0.0 SV: 6.0
Name: Paul Sewald GS: 13.0 IP: 12.2 BF: 45.0 BB%: 6.667 K%: 48.889 FIP: 0.295 ERA: 0.0 WHIP: 0.47 W: 3.0 L: 0.0 SV: 2.0
....

All batters currently on teams:
Name: Kyle Schwarber PA: 77.0 wRC: 23.748 wRC/PA: 0.308 wOBA: 0.544 BABIP: 0.303 wRC+: 246.399
Name: Joey Gallo PA: 93.0 wRC: 28.759 wRC/PA: 0.309 wOBA: 0.545 BABIP: 0.258 wRC+: 242.521
....

All free-agent pitchers
Name: Collin McHugh GS: 6.0 IP: 14.1 BF: 46.0 BB%: 0.000 K%: 39.130 FIP: 0.611 ERA: 0.0 WHIP: 0.35 W: 1.0 L: 0.0 SV: 0.0
Name: Jesse ChÃ¡vez GS: 5.0 IP: 7.2 BF: 28.0 BB%: 7.143 K%: 42.857 FIP: 0.664 ERA: 2.35 WHIP: 0.65 W: 0.0 L: 1.0 SV: 0.0
....

All free-agent batters:
Name: Curt Casali PA: 45.0 wRC: 16.375 wRC/PA: 0.364 wOBA: 0.612 BABIP: 0.565 wRC+: 295.889
Name: Garrett Cooper PA: 54.0 wRC: 18.372 wRC/PA: 0.34 wOBA: 0.583 BABIP: 0.6 wRC+: 278.776
....