Week 5 Advanced Stats: Crucial metrics indicate Cowboys have healthy advantage over Giants

While it appears the Giants’ offense is on the rise, when it comes to the truly important metrics like EPA, ANY/A and toxic differential, Dallas appears in another class. | From @ProfessorO_NFL

The Dallas Cowboys are just two days away from facing the New York Giants in a divisional matchup.  The Cowboys are riding a three-game winning streak while the Giants are coming off an overtime win. The Cowboys offense is performing effectively on both sides of the ball through four weeks with the defense being particularly opportunistic with takeaways leading as they’ve forced turnovers on 22.3% of their opponents possessions.

The Giants are looking to replicate their success through the air last week in their win against the New Orleans Saints. Quarterback Daniel Jones had a career-high 402 yards passing while completing 70% of his passing attempts as the Giants etched their first win of the season.

What do the advanced statistics tell us about this divisional matchup? We will take a look at DVOA, Toxic Differential, ANY/A and EPA to see what the numbers say about this clash of NFC East rivals.

Advanced Stats: Cowboys, NFC East teams gear up for Week 5 tests after successful Week 4

As the calendar turns to Week 5, a look at where each of the NFC East teams stand when it comes to various EPA and success rate looks. | From @ProfessorO_NFL

Week 4 of the 2021 NFL Season is in the rearview mirror with the NFC East compiling a 3-1 record against outside opponents.  The Dallas Cowboys handed the Carolina Panthers their first loss of the season as both teams moved to 3-1 on the year.  The Washington Football Team faced a winless Atlanta Falcons club and were able take the lead on a J.D. McKissic go-ahead touchdown reception with less than a minute left in the game to get back to .500. The New York Giants took down the New Orleans Saints in overtime with a nine-play, 80-yard drive capped off by a Saquon Barkley touchdown run as they picked up their first win of the season. Philadelphia battled the Kansas City Chiefs in a contest of 1-2 teams with the Eagles landing on the wrong side of things for the third consecutive week.

Let’s peel back the cover and see what the advanced statistics show for the NFC East to see what each team can continue to succeed at or will need to improve upon.  We will be using EPA (Expected Points Added) as we take a deeper dive into Week 4.

EPA is a formula that takes historical data and applies it to every play to determine if the play increases or decreases your expected points given the outcome of that play.  Every down and distance has a level of expected points; the likelihood a team will score on that particular drive based on that situation. Therefore EPA measures the shift in expected points as a result of a specific play.

For example, gaining two yards on 2nd-and-20 from your own nine-yard line may be positive yardage, but negative EPA because the loss of down outweighs the gain of minimal yardage.

The EPA calculations in this article come from (nflfastr), (rbsdm.com) and (PFF.com).

Debunking every ‘Don’t sign Dak’ excuse the Cowboys might believe

The Cowboys have a QB conundrum on their hands, and the answer is actually quite simple: pay the one you’ve already got.

Dateline, January 28, 2021: Offseason, Day 25.  Dak Prescott remains unsigned to a long term deal with the Dallas Cowboys.

As this saga enters yet another offseason, more and more people seem to be convincing themselves that perhaps not extending the young stud quarterback is actually the right move. This piece does not endorse that line of thinking. Let’s break down a couple of the most prominent arguments against re-signing Dak Prescott to a top-of-the-market extension, and why they are largely bunk.

5 Key stats as NFC East race comes down to the wire in Week 17

Which NFC East team has the inside edge to the division crown? One stat for each club to help enlighten us

Heading into the final week of the season, three NFC East teams are still alive with a chance to win the division. Only the reigning champion Philadelphia Eagles are out of the race. The winner of the Cowboys-Giants afternoon game will temporarily take hold of the division lead as they await the outcome of Washington’s Sunday Night Football game against Philadelphia. If Washington wins, they get the division crown for the first time since 2015. If they lose, whoever won the Dallas-New York game will take the title. And both games have a spread of less than 3, which means it’s basically a tossup as to who will win this division.

Perhaps there are some stats we can look at from their recent games that will help us predict who will come out on top. Let’s take a look at one stat you should know for each team as we head into a decisive Week 17.

The bestest stats from the worstest division in NFL history: Week 13 edition

DeMarcus Lawrence and Antonio Gibson: good! Carson Wentz and the Giants receivers: bad!

It’s time for another advanced stats roundup for everyone’s favorite division, the NFC East! It’s been a tough year for each of these teams for a variety of reasons, but there have been bright spots. This week, we’ve got two teams with positive statistics to look at and two with, well, not so positive stats.

An important reminder before we go any further: EPA stands for Expected Points Added, a formula that calculates how much better or worse of a position your team is in to score after any given play. It’s based on down, distance, field position, and time remaining. The EPA calculations in this piece come from nflfastR and rbsdm.com.

Andy Dalton bad, but not historically bad is best Cowboys can hope for

Can Andy Dalton return to his former self, and will that be enough?

The Dallas Cowboys are back in action this Sunday, and so our advanced stats notebook returns. Week 11 finds the NFC East in even more disarray than the last time we took a look at the environment.

We’ve got notes on Andy Dalton’s return, the keys to Daniel Jones’ recent success, and just how good a couple young talents from Washington and Philadelphia. Let’s get to it.

Next Gen Stats say Broncos had the best draft

After crunching the numbers, it looks like the Broncos had the best draft in the NFL.

On paper, it looks like the Denver Broncos had a great draft class. After crunching the numbers, the NFL’s Next Gen Stats account on Twitter determined that the Broncos had the best draft this year.

“The Broncos, Colts, Ravens, Titans and Steelers prioritized athleticism and production throughout the draft, as represented by average overall draft score of their class according to the Next Gen Stats draft model,” the league’s advanced stats account tweeted on Saturday evening.

Here’s a look at the team’s grades using the Next Gen Stats model:

Team Grade
Denver Broncos 77
Indianapolis Colts 75
Baltimore Ravens 74
Tennessee Titans 74
Pittsburgh Steelers 74

“The Next Gen Stats draft model analyzes historical college performance data to represent a player’s production in a single score based on the metrics that best predict NFL success,” according to @NextGenStats on Twitter.

Of course, looking good on paper doesn’t always translate to success on the field. But this sure seems like a good sign for Denver’s draft class.

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Cowboys fortunate they won’t face progressing Dwayne Haskins

Things change quickly in the NFL. It was only a few weeks ago that Dallas crushed Philadelphia on Sunday Night Football, and took command of the NFC East. Despite weekly swings in emotions, The Cowboys mostly maintained control of the division, or …

Things change quickly in the NFL. It was only a few weeks ago that Dallas crushed Philadelphia on Sunday Night Football, and took command of the NFC East. Despite weekly swings in emotions, The Cowboys mostly maintained control of the division, or at least enough to control their own destiny. But Sunday’s loss in Philadelphia could be the end of the joy ride for the 2019 season. Now Dallas needs one final twist of fate, as they’ll be cheering for Daniel Jones and the New York Giants to accomplish what they were unable to against the Eagles. Before these results really matter though, the Cowboys will need to do their part and take down the Washington Redskins.

Things certainly would have been more straight-forward if Dallas had managed to pull off the victory last week. However, they did get one break heading into Week 17, as they’ll be facing Case Keenum rather than Dwayne Haskins. If you just look at the season averages in EPA per Dropback, Keenum has added .0778 EPA per dropback, while Haskins is averaging -0.176. But these averages don’t necessarily tell the full story. Haskins began with some abysmal showings, but has improved as the season has worn on.

Haskins has shown steady improvement with experience; an indication that is extremely positive for Washington as they enter the offseason and plan for the future. Unfortunately, he was unable to finish the contest against the Giants due to an ankle injury, and he’ll miss the final game of the regular season.

It’s somewhat difficult to determine how much of a drop-off in production we can expect from Haskins to Keenum, but pass location charts can help us pinpoint how the two differ stylistically.

Perhaps unsurprisingly, a large portion of Haskins’ downfield success has come down the seam. He’s been relatively efficient on these routes up to twenty yards downfield. When he attacks beyond this range, he’s primarily done so down the left sideline. Keenum on the other hand, has shown a propensity for short passes. It seems that he prefers to stretch the defense horizontally, as he uses the entire width of the field underneath. His longer passes have primarily targeted the middle of the field.

Stopping Keenum will require limiting yards after the catch, and owning the middle of the field. If Dallas can do these two things, it’s likely that Washington will need the ageless-wonder, Adrian Peterson, to carry the team to victory.

I wouldn’t have predicted Peterson to still be playing at this age, and I certainly wouldn’t have guessed that he’d produce at this level. While he’s not the game-breaking home-run threat he used to be (his longest rush on the season is 29 yards), he’s still able to churn out some impressive production on a below-average offense.

The chart above parses out a running-backs average yards before contact (X-axis) and the average yards after contact (Y-axis). The goal here is to contextualize how much of a running-back’s efficiency relies on the offensive line and situation rather than what he’s creating for himself. It’s certainly not fully indicative of a running-back’s skill, but it gets us a littler closer to the mark. The size and color of the points are related to the number of rush attempts a player has had.

What we see is that despite a lower average for yards before contact, Peterson is still above average in creating yards after contact. It may not always be pretty, but his freakish athleticism has allowed him to stay on the field and continue to produce longer than most.

Overall, the combination of Peterson’s grind-it-out running style with Keenum’s horizontal passing game would suggest that Washington will attempt to control the ball and clock, and hopefully limit Dallas’s opportunities on offense. After Dallas racked up 31 points in their first matchup, this may be the best strategy Washington could hope for.

A multitude of questions saturate the air around this Dallas team: Is this Jason Garrett’s final game as head coach? If so, who are the candidates to watch for? How will the contract negotiations proceed with Dak Prescott and Amari Cooper? In light of this, maintaining focus for a final game when Dallas doesn’t control their own destiny is anything but simple. This team has been difficult to predict all season, and it’s not out of the realm of possibility that they fall short again this week. That said, they’ve also been capable of magic. Perhaps they can find just enough for this final hurdle. Hope is a dangerous thing, especially with this team, but it makes for one heck of a journey.

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Rams Preview: Kupp remains threat despite defenses chipping away at McVay

The Rams have struggled on offense in 2019, but how are defenses taking advantage? What do the Cowboys have to guard against Sunday?

For the second straight week, Dallas suffered a brutal loss in a game that was more lopsided than the score would indicate. Yet again, Dallas dug themselves in an early hole, to the point that Chicago had approximately a 75% win probability at halftime. As a result, the Bears keep their playoff hopes alive, and the Cowboys face a similar situation in Week 15.

This season, the Los Angeles Rams and Chicago Bears have been quite comparable. Both have seen their young quarterbacks struggle despite talented supporting casts and offensive-minded head coaches, and they’ve largely been carried by their defensive capabilities. But coming out of 2018, not many would have predicted the Rams’ offense to descend in such a sharp manner.

Sean McVay took the league by storm, and in a league built on copy-catting, completely altered the archetype for what franchises sought in head-coaching candidates. Time will tell if this lasts as more than just a fad, but for now, it’s clear that McVay’s 2019 offense is a shell of its 2018 self.

I’ve always been of the mindset that greatness depends not only on initial aptitude, but an ability to grow and evolve. In a multi-billion dollar industry, if you’re able to find initial success, that’s a damn fine achievement. But maintaining success is what builds a legacy. So when others take note of your accomplishment, you can bet the house that they’re going to study every possible configuration to break that success.

With that in mind, I wondered how NFL defenses attempted to stop the Rams in 2018, and how that might have changed going into 2019. I’m a numbers nerd and not a film grinder, so I had to rely on what I know. Using data from the SIS DataHub, I was able to identify one interesting difference. The Rams typically operate from 1-1 personnel: that is, 3 wide receivers, 1 running back, and 1 tight end. In 2018, when Los Angeles lined up in 1-1 personnel on first down, defenses ran some combination of Cover 3, Cover 4 or Cover 6 about 48% of the time. In 2019, under the same conditions, defenses are now running those zone coverages 63% of the time.

Running a more zone-heavy scheme against the Rams 1-1 personnel would do two things: (1) keeping more players deep would hopefully limit opportunities for big-plays through the passing game, and (2) it would allow defenders to be more active in stopping the Rams potent rushing attack. If successful, we’d see a stark difference in the first-down play results from 2018 to 2019. Sure enough, that’s exactly what happened.

In case it’s been a minute since you’ve had a statistics course, what you’re looking at are box-plots.

The idea is to visualize the yards gained on each first-down play for the Rams, based on the play type. The lines in the middle of the boxes represent the median, while the bottom and top of the boxes represent the 25th and 75th percentiles, respectively. The lines on the ends stretch to the smallest and largest values, while points represent plays that are exceptionally rare given the rest of the plays.

Immediately we should notice that for both play types, the median value is lower in 2019 than the 2018 counterpart.

This would indicate the typical first-down play isn’t yielding as high of a return. On top of that, we see that the 75th percentile (top of the box) and the top of the line reach higher in 2018 than 2019, which suggests that the 2019 offense is also lacking the explosiveness we saw last year. It’s unlikely that all of this is attributable to a simple increase in zone-coverage, but it’s possibly one factor in the offensive struggles for Los Angeles.

Despite some of these difficulties, there have still been a few matchups in which Los Angeles has shown glimpses of their ceiling. And if Mitch Trubisky can right the ship enough to beat Dallas, you can be sure Jared Goff is capable of the same.

A key component to stopping the Rams offense will be shutting down Goff’s safety-net, Cooper Kupp.

On the X-axis above, we have the EPA Allowed per Slot Target (i.e. teams to the left defend slot receivers well, teams to the right don’t). On the Y-axis, we see the number of points the Rams scored against said opponent. It’s not hard to see the value Cooper Kupp brings to the Rams offense. He operates primarily out of the slot, and the Rams’ best offensive showings have generally come against teams who struggle in the slot.

So why is this significant? The Cowboys have allowed the ninth-highest EPA per Slot Target. In reality, Cowboys fans could probably have guessed this after watching Cole Beasley on Thanksgiving. Dallas desperately needs to learn from the past, or Kupp will roast them as well.

If you haven’t already, I strongly encourage you to go read Dan Morse’s latest article.

He breaks down some key insights regarding the Cowboys offensive struggles, and specifically where they manifest in the game. His article got me thinking, and so I launched my own inquiry into the volatile nature of this Cowboys squad. My goal was to retroactively observe the Cowboys win probabilities, and compare the games that resulted in wins with those that resulted in losses. What I found confirmed my suspicions.

When it comes to this Cowboys squad, the first-half generally tells the tale. That is, when Dallas has the higher win probability at the half, they’ve managed to hold on and secure the victory. But when they’ve been trailing, they’ve had a much harder time digging out of the hole.

This isn’t entirely surprising, but it does stress the importance of Dallas establishing their presence early, and seizing control of the game-script. Thankfully, despite Dallas’s recent struggles, the remainder of the NFC East also decided to take 2019 off. That isn’t something the Cowboys can rest their laurels on going forward, but for now, it’ll do. With only three games left, the Cowboys control their fate, and that’s all any fan can ask for at this point.

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4 NFC East games should be blowouts in Week 13, Cowboys-Bills included

The Cowboys are favored by a touchdown over the 8-3 Bills, and the advanced stats say that may not even be enough

The bye weeks are over and half of the league’s divisional races are all but decided.  One such race that is far from over, however, is the NFC East.

The Dallas Cowboys currently sit as the favorites, with a 64% chance to win their second consecutive division title, per FiveThirtyEight.  The Philadelphia Eagles are just a game behind, and could match the Cowboys win total with a victory over the Miami Dolphins on Sunday.  That is, unless the Cowboys take down the 8-3 Buffalo Bills.

Dallas comes in to Thursday afternoon as 6.5 point favorites despite two fewer wins than Buffalo has on the year.  On the surface that may seem strange, but the underlying numbers all heavily favor the Cowboys, especially statistics rooted in Expected Points.

Expected Points, the foundation of many analytical arguments, uses data from previous NFL seasons to determine how many points a team is likely to come away with on a given play based on down, distance, time remaining, and field position. The difference in expected points at the start of a play and expected points at the end is referred to as expected points added, or EPA.

A play with a positive EPA means it put the offense in a better position to score, while negative EPA implies the offense is in a worse position.

Earlier this week, we released an opponent adjusted version of our EPA power ranks.  And nobody was hit harder by the opponent adjustment than the Buffalo Bills.

Buffalo goes from a top-10 team to a bottom-10 team after adjusting for strength of schedule.  No other team comes close to that kind of a change.  So when you see the 6-5 Cowboys favored by a touchdown against an 8-3 team, there’s your reason.

We can take these adjustments one step further and apply them to upcoming games to see how Dallas’ offense matches up against Buffalo’s defense, and vice versa.  This, along with a variable added to account for home field advantage, gives Dallas an even greater advantage by my model.  Here’s how the model sees each NFC East game shaking out this week:

My model sees Dallas as double-digit favorites this week at home.  I’m not suggesting you go put all your money on the Cowboys to cover, but you should feel confident that they won’t ruin your Thanksgiving dinner this year.  The Bills’ strength on defense is in the passing game, while their run defense is the second worst in the NFL by my measure.

The Cowboys’ passing offense has torn apart every opponent this season, save for the monsoon game in New England, so while this game is ripe for a big Ezekiel Elliott outing, I wouldn’t fear this Bills secondary enough to take passes away from Dak Prescott.

These predictions also account for quarterback play, which is the main reason Carolina is favored by so much.  Dwayne Haskins did get his first career win last week, but his numbers are still in the basement of the NFL.

Of the 41 quarterbacks with at least 100 dropbacks in 2019, Haskins ranks 40th in average EPA.  Only recently benched Cincinnati Bengals quarterback Ryan Finley has been worse on a per-play basis.  This prediction is less a praising of the Panthers and more an indictment of Washington’s play this season.

Philadelphia is coming off of a stinker of a game against Seattle, where they turned the ball over four times and didn’t get into the endzone until the final seconds of the game.  They’ve had a tough schedule so far, having played five teams in the top 10 in adjusted EPA differential, which is why they still sit at 11th in our ranks.  The fact that this one is in Miami is really the only reason this isn’t the largest spread of the week.

Last but not least is the New York Giants.

Green Bay is coming off of an absolute beating at the hands of the San Francisco 49ers, but that doesn’t mean they’re a bad team.  It more solidified the fact that San Francisco, New England, and Baltimore are in a class of their own this year.  On the other side, Daniel Jones is sitting at 37th in EPA/dropback, largely due to some costly sacks.  No team has lost more EPA on sacks this year than the Giants.  On plays where the quarterback is sacked, the Giants offense leads the league in fumbles, lost fumbles, and touchdowns given up to the defense.

The Cowboys are the only NFC East team to play on Thursday, and if it follows along with what the advanced stats are telling us, this should be a somewhat stress-free Thanksgiving for Cowboys fans.

They’ll need it too, if they want to keep up their advantage in the playoff race in these final weeks of the season.