| mfl_id | character | MyFantasyLeague.com ID - this is the primary key for
this table and is unique and complete. Usually an integer of 5
digits. | 
| sportradar_id | character | SportRadar ID - often also called sportsdata_id by
other services. A UUID. | 
| fantasypros_id | character | FantasyPros.com ID - usually an integer of 5
digits. | 
| gsis_id | character | NFL Game Stats and Information Services - usually
starts with 00- and is followed by a series of integers. | 
| pff_id | character | Pro Football Focus ID - usually an integer with between
3 and 6 digits. | 
| sleeper_id | character | Sleeper ID - usually an integer with ~4 digits. | 
| nfl_id | character | NFL.com ID - usual format fullname/integers | 
| espn_id | character | ESPN ID - usual format is an integer with ~5
digits | 
| yahoo_id | character | Yahoo ID - usual format is an integer with ~5
digits | 
| fleaflicker_id | character | Fleaflicker ID - usual format is an integer with ~4
digits. Fleaflicker API also has sportradar and that’s generally
preferred. | 
| cbs_id | character | CBS ID - usual format is an integer with ~ 7
digits. | 
| rotowire_id | character | Rotowire ID - usual format is an integer with ~four
digits. Not to be confused with rotowire_id. | 
| rotoworld_id | character | Rotoworld ID - usual format is an integer with ~four
digits. Not to be confused with rotowire_id. | 
| ktc_id | character | KeepTradeCut ID - usual format is an integer with ~four
digits. | 
| pfr_id | character | Pro Football Reference ID - usual format is first four
characters of last name, first two characters of first name, and an
integer | 
| cfbref_id | character | College Football Reference ID - usual format is
firstname-lastname-integer | 
| stats_id | character | Stats ID - usual format is five digit integer | 
| stats_global_id | character | Stats Global ID - usual format is a six digit
integer | 
| fantasy_data_id | character | FantasyData ID - usual format five digit integer | 
| name | character | Name, as reported by MFL but reordered into FirstName
LastName instead of Last, First | 
| merge_name | character | Name but formatted for name joins via
ffscrapr::dp_cleannames() - coerced to lowercase, stripped of
punctuation and suffixes, and common substitutions performed. | 
| position | character | Position as reported by MFL | 
| team | character | Team as reported by MFL | 
| birthdate | date | Birthdate | 
| age | numeric | Age as of last pipeline build, rounded to one decimal.
Pipeline is built on a weekly basis. | 
| draft_year | numeric | Year of draft. Zero if unknown/undrafted. | 
| draft_round | numeric | Round of draft. | 
| draft_pick | numeric | Draft pick within round, i.e. 32nd pick of second
round. | 
| draft_ovr | character | Overall draft pick selection. This can be a little bit
patchy, since MFL does not report this number. | 
| twitter_username | character | Official twitter handle, if known | 
| height | numeric | height in inches | 
| weight | numeric | weight in pounds | 
| college | character | College attended | 
| db_season | numeric | Year of database build. Previous years may also be
available via dynastyprocess. | 
| swish_id | character | Player ID for Swish Analytics |