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data's Issues

2020 Weekly Data Formatting

Hello, the 2020 data is formatted differently than the rest of the 1999 - 2019 data. It has differential columns and excludes some. Can we get a 2020 weekly pull in same format for database integrity?

2020 Weekly Data looks like it is missing rushing yards

Was going through the course and trying to use data from last year, for 2020 it looks like it is missing the rushing yards column.

Feature Request: Team Played Against

Thank you for this valuable resource! Would love if the weekly data had the team played against as a column. Interesting analysis could be done on performance vs. other teams in the same division, etc.

Scripts for cleaning play-by-play

It would be great to be able to reproduce the "clean" data using source data (from nflfastpy?) using your script.

Some Duplication in Weekly Data

Hello, the weekly data has some duplications where a player is listed multiple times with differential scorings? Example. 2009 Week 17, Aaron Rodgers is listed in 4 times.

Player	Pos	Tm	PassingYds	PassingTD	Int	PassingAtt	Cmp	RushingAtt	RushingYds	RushingTD	PPRFantasyPoints	StandardFantasyPoints	HalfPPRFantasyPoints
Aaron Rodgers	QB	GNB	423	4	1	42	28	3	13	1	38.22	38.22	38.22
Aaron Rodgers	QB	GNB	423	4	1	42	28	2	2	1	37.12	37.12	37.12
Aaron Rodgers	QB	GNB	235	1	0	26	21	3	13	1	20.7	20.7	20.7
Aaron Rodgers	QB	GNB	235	1	0	26	21	2	2	1	19.6	19.6	19.6

Specifically, this occurs here across 1999-2019:

Player	Year	Week	Team	Pos	Count
Curtis Martin	2004	17	NYJ	RB	4
Daunte Culpepper	2004	17	MIN	QB	4
Ahman Green	2004	17	GNB	RB	4
Brandon Jackson	2009	17	GNB	RB	4
Matt Hasselbeck	2004	17	SEA	QB	4
Donovan McNabb	2009	17	PHI	QB	4
Onterrio Smith	2004	17	MIN	RB	4
Steven Jackson	2004	17	STL	RB	4
Tony Romo	2009	17	DAL	QB	4
Jake Plummer	2004	17	DEN	QB	4
Aaron Rodgers	2009	17	GNB	QB	4
Chad Pennington	2004	17	NYJ	QB	4
Felix Jones	2009	17	DAL	RB	4
Michael Bennett	2004	17	MIN	RB	4
Shaun Alexander	2004	17	SEA	RB	4
Joe Flacco	2009	17	BAL	QB	4
Marc Bulger	2004	17	STL	QB	4
Sammy Morris	2009	17	NWE	RB	4
LaMont Jordan	2004	17	NYJ	RB-K	4
Marshall Faulk	2004	17	STL	RB	4
Tim Hightower	2009	17	ARI	RB	4
Tatum Bell	2004	17	DEN	RB	4
Le'Ron McClain	2009	17	BAL	FB	4
Tony Fisher	2004	17	GNB	RB	4
LeSean McCoy	2009	17	PHI	RB	4
Mark Sanchez	2009	17	NYJ	QB	4
William Henderson	2004	17	GNB	FB	2
Chris Baker	2004	17	NYJ	TE	2
Larry Fitzgerald	2009	17	ARI	WR	2
Randy Moss	2004	17	MIN	WR	2
Jermaine Wiggins	2004	17	MIN	TE	2
Thomas Jones	2009	17	NYJ	RB	2
Marcus Robinson	2004	17	MIN	WR	2
Braylon Edwards	2009	17	NYJ	WR	2
Willis McGahee	2009	17	BAL	RB	2
DeSean Jackson	2009	17	PHI	WR	2
Patrick Crayton	2009	17	DAL	WR	2
Donald Driver	2009	17	GNB	WR	2
Jordy Nelson	2009	17	GNB	WR	2
Tom Brady	2009	17	NWE	QB	2
Shonn Greene	2009	17	NYJ	RB	2
Jason Avant	2009	17	PHI	WR	2
Nate Burleson	2004	17	MIN	WR	2
Dustin Keller	2009	17	NYJ	TE	2
Rod Smith	2004	17	DEN	WR	2
Jerramy Stevens	2004	17	SEA	TE	2
Kurt Warner	2009	17	ARI	QB	2
Torry Holt	2004	17	STL	WR	2
Brad Smith	2009	17	NYJ	WR	2
LaRod Stephens-Howling	2009	17	ARI	RB	2
Marion Barber	2009	17	DAL	RB	2
Bubba Franks	2004	17	GNB	TE	2
Steve Breaston	2009	17	ARI	WR	2
John Kuhn	2009	17	GNB	FB	2
Brian Westbrook	2009	17	PHI	RB	2
Dominic Rhodes	2004	17	IND	RB	2
Edgerrin James	2004	17	IND	RB	2
Kevin Curtis	2004	17	STL	WR	2
Anthony Becht	2004	17	NYJ	TE	2
Greg Jennings	2009	17	GNB	WR	2
Leonard Weaver	2009	17	PHI	FB	2
Dwayne Carswell	2004	17	DEN	TE	2
Beanie Wells	2009	17	ARI	RB	2
Jason Witten	2009	17	DAL	TE	2
Antonio Chatman	2004	17	GNB	WR/K	2
Shaun McDonald	2004	17	STL	WR	2
Darrell Jackson	2004	17	SEA	WR	2
Laveranues Coles	2009	17	CIN	WR	2
John Phillips	2009	17	DAL	TE	2
Itula Mili	2004	17	SEA	TE	2
Early Doucet	2009	17	ARI	WR	2
Mack Strong	2004	17	SEA	FB	2
James Jones	2009	17	GNB	WR	2
Jermichael Finley	2009	17	GNB	TE	2
Jerricho Cotchery	2009	17	NYJ	WR	2
Randy Moss	2009	17	NWE	WR	2
Julian Edelman	2009	17	NWE	WR	2
Reuben Droughns	2004	17	DEN	RB	2
Isaac Bruce	2004	17	STL	WR	2
Miles Austin	2009	17	DAL	WR	2
Jeremy Maclin	2009	17	PHI	WR	2
Javon Walker	2004	17	GNB	WR	2
James Mungro	2004	17	IND	RB	2
Marvin Harrison	2004	17	IND	WR	2
Justin McCareins	2004	17	NYJ	WR	2
Justin Peelle	2004	17	SDG	TE	2
Brett Favre	2004	17	GNB	QB	2
Jerheme Urban	2009	17	ARI	WR	2
Mark Clayton	2009	17	BAL	WR	2
Brent Celek	2009	17	PHI	TE	2
Kevin Ogletree	2009	17	DAL	WR	2
Moe Williams	2004	17	MIN	RB	2
Bobby Engram	2004	17	SEA	WR	2
Donald Driver	2004	17	GNB	WR	2
Ryan Grant	2009	17	GNB	RB	2
Ben Watson	2009	17	NWE	TE	2
Ahman Green	2009	17	GNB	RB	2
Chris Baker	2009	17	NWE	TE	2
Ray Rice	2009	17	BAL	RB	2
Peyton Manning	2004	17	IND	QB	2
Dallas Clark	2004	17	IND	TE	2
Carson Palmer	2009	17	CIN	QB	2
Sam Aiken	2009	17	NWE	WR	2
Fred Taylor	2009	17	NWE	RB	2
Ashley Lelie	2004	17	DEN	WR	2
Derrick Mason	2009	17	BAL	WR	2
Jeb Putzier	2004	17	DEN	TE	2
Reggie Wayne	2004	17	IND	WR	2

Duplicated/mixed data for Week 17 in 2004 & 2009

I think that in the files

weekly/2004/week17.csv
weekly/2009/week17.csv

the data from Week 17 of the regular season and the wild card games are mixed with each other somehow.

Player | Pos | Tm | PassingYds | PassingTD | Int | PassingAtt | Cmp | RushingAtt | RushingYds | RushingTD | Rec | Tgt | ReceivingYds | ReceivingTD
Donovan McNabb | QB | PHI | 223 | 0 | 0 | 36 | 20 | 2 | 13 | 0 | 0 | 0 | 0 | 0
Donovan McNabb | QB | PHI | 223 | 0 | 0 | 36 | 20 | 2 | 8 | 0 | 0 | 0 | 0 | 0
Donovan McNabb | QB | PHI | 230 | 1 | 1 | 37 | 19 | 2 | 13 | 0 | 0 | 0 | 0 | 0
Donovan McNabb | QB | PHI | 230 | 1 | 1 | 37 | 19 | 2 | 8 | 0 | 0 | 0 | 0 | 0

The bolded row is McNabb's actual Week 17 results, the italicized row is from the WC game.

Another example:

Player | Pos | Tm | PassingYds | PassingTD | Int | PassingAtt | Cmp | RushingAtt | RushingYds | RushingTD | Rec | Tgt | ReceivingYds | ReceivingTD | FL
Felix Jones | RB | DAL | 0 | 0 | 0 | 0 | 0 | 16 | 148 | 1 | 1 | 2 | 30 | 0 | 0
Felix Jones | RB | DAL | 0 | 0 | 0 | 0 | 0 | 16 | 148 | 1 | 3 | 3 | 3 | 0 | 0
Felix Jones | RB | DAL | 0 | 0 | 0 | 0 | 0 | 15 | 91 | 1 | 1 | 2 | 30 | 0 | 0
Felix Jones | RB | DAL | 0 | 0 | 0 | 0 | 0 | 15 | 91 | 1 | 3 | 3 | 3 | 0 | 0

Bolded row is Week 17 stats, italicized row is from WC game.

There are other duplicates that take up just 2 rows, e.g.

Player | Pos | Tm | PassingYds | PassingTD | Int | PassingAtt | Cmp | RushingAtt | RushingYds | RushingTD | Rec | Tgt | ReceivingYds | ReceivingTD | FL
Beanie Wells | RB | ARI | 0 | 0 | 0 | 0 | 0 | 14 | 91 | 0 | 0 | 0 | 0 | 0 | 0
Beanie Wells | RB | ARI | 0 | 0 | 0 | 0 | 0 | 6 | 19 | 0 | 0 | 0 | 0 | 0 | 0

Bolded row is from Week 17, the other row is from the playoff game.

This duplicated row bug doesn't seem to occur for any of the other seasons.

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