field data_type description
fp_page character The relative url that the data was scraped from (add the prefix https://www.fantasypros.com/ to visit the page)
page_type character Two word identifier separated by a dash identifying the type of fantasy ranking (best = bestball; dynasty; redraft) and what position it applies to
ecr_type character A two letter identifier combining the ranking type (b = bestball; d = dynasty; r = redraft) and position type (o = overall; p = positional; sf = superflex; rk = rookie)
player character Player name
id character FantasyPros ID
pos character Position as tracked by FP
team character NFL team the player plays for
sportsdata_id character ID - also known as sportradar_id (they are equivalent!)
player_filename character base URL for this player on fantasypros.com
yahoo_id character Yahoo ID
cbs_id character CBS ID
player_image_url character An image of the player
player_square_image_url character An square image of the player
mergename character Player name after being cleaned by dp_cleannames - generally strips punctuation and suffixes as well as performing common name substitutions.
tm character Team ID as used on MyFantasyLeague.com
scrape_date Date Date this dataframe was last updated
ecr numeric Average (mean) expert ranking for this player
sd numeric Standard deviation of expert rankings for this player
best numeric The highest ranking given for this player by any one expert
worst numeric The lowest ranking given for this player by any one expert
player_owned_avg numeric The average percentage this player is rostered across ESPN and Yahoo
player_owned_espn numeric The percentage that this player is rostered in ESPN leagues
player_owned_yahoo numeric The percentage that this player is rostered in Yahoo leagues
rank_delta numeric Change in ranks over a recent period
bye numeric NFL bye week