Links with Data: Stop Worrying and Love the Bomb

| March 7th, 2019

By Andrew Link

In part 2 of this crossover series (that nobody asked for), Johnathan Wood and I will take you on a journey of expectations for the third-year Bears quarterback. As discussed in part 1, Mitch Trubisky has struggled with the deep ball. There were a myriad of reasons why but the gist of it is this: Trubisky was below league average, threw almost as many deep passes as anyone in the NFL, and for this offense to take a leap in 2019, that particular portion of the game needs to improve.

Esteemed data man Johnathan Wood has come up with some theories of his own and you can read about those here. And I urge everyone to go and read the full article at Da Bears Blog. But for the sake of simplicity, I will take a few excerpts from said article and share those with you all.

To approach this from a statistics perspective, I used the Pro Football Reference Game Play Finder to break up raw passing statistics into deep (15+ yards down the field) and short (<15 yards past the line of scrimmage). I looked at 19 quarterbacks who were starters in 2018 and had been playing consistently for at least 4 years (full data here). I’ll note that data for deep passes only goes back through 2008, so that’s as far back as I was able to go for QBs who have played longer than that.

Here’s what I found: while some quarterbacks are certainly better deep passers than others, the amount of year-to-year variability for each quarterback is greater for deep passes than short passes. That can be measured through the standard deviation for each quarterback, which expresses how much they vary from year to year in a given statistic (bigger number = more fluctuation). I found this for each quarterback for the main passing statistics, both short and deep, and then averaged them together for all 19 quarterbacks in each category. The results can be seen in the table below.

Pay particular attention to the ratio. That’s a rough measure of how much more variable deep passing statistics are to short ones for a given quarterback from year to year. Yards per attempt and interception percentage are both more than 4 times as variable for deep passes as short ones. That is excellent news for Bears fans, given Mitchell Trubisky’s high interception rate on deep passes in 2018.

I found this to be interesting. This makes sense to a point. Surely throwing the ball deep is going to have some level of pure luck, and as you will see in the videos, there is certainly an element of luck to it. It also makes sense that the deeper the throw, the farther off-target misthrown balls will be. Imagine being able to hit your driver 320 yards and being off by a few degrees. A much larger margin of error than say, someone who hits their 3 wood 230 yards.

Worthy Adversaries

But luck can’t be everything, can it? There has to be more to it than that. I decided to look at some of the other quarterbacks in the league to see what I can key on as areas of improvement for Trubisky as he heads into his 2nd year under head coach and playcaller Matt Nagy. I scoured the tape of some of the best deep ball artists in the NFL: Aaron Rodgers, Drew Brees, Tom Brady, Ben Roethlisberger, and Russell Wilson.

Disclaimer: This second part took so long to produce because I became violently ill after watching so many plays of Aaron Rodgers wearing those horrible yellow uniforms. I am feeling better now, thanks for asking.

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Link: What Went Wrong with Trubisky’s Deep Ball

| February 12th, 2019

By Andrew Link

Filed under the “trying something new” category comes a collaboration of personalities, strengths, styles, and even blogs. I am very excited to bring a unique cross-over between Da Bears Blog and Windy City Gridiron.

This off-season project started months ago as a few random Twitter comments sparked an interesting idea. There are tons of analytics folks out there in the NFL world, and an equal amount of film buffs. But something hit Johnathan Wood and myself at the same time: what if we used the analytics to tell the story and confirmed/de-bunked with the old “eye test?”

The result is something that we both think is pretty cool and hopefully Bears fans will enjoy this as well. I urge you to read Johnathan’s article before going any further (although I will be taking excerpts from his article in this one).

Trubisky was really good on short stuff, but struggled throwing the ball deep. This isn’t a surprise to anybody who watched the Bears this year, but it’s good to see the numbers backing up what we all observed. Stay tuned tomorrow, when Andrew Link of Windy City Gridiron will look to the film to see what went wrong to account for Trubisky’s deep struggles.

Nobody really wants to see a bunch of short throws, besides, there will be some more silver lining articles to come, so let’s focus on the deep ball. 15 yards seems to be the magic number for what constitutes a deep ball by the numbers, I am not sure I totally agree, so I mainly focused on throws over 20 yards.

Things weren’t as pretty when we look at the deep ball though, as you can see in the table below:

That’s not as good as we’d like to see. Trubisky was well below the league average in all four categories, and he even threw more interceptions (9) than touchdowns (7). Deep passes completely account for Trubisky’s uptick in interceptions as a sophomore, and improvement here would turn him from an average/above-average QB into one of the better passers in the league.

The numbers clearly show that there was something off about Trubisky’s deep ball, but there has to be a reason, right? I came up with 3 reasons why the deep ball struggled. As with many things in sports, you can make the case for different reasons on the same play. Cause and affect. Did poor mechanics cause a throw to be inaccurate? Possibly. Could a poor decision still be well thrown? Absolutely. While I had to ultimately put clips into certain categories, there are often times when you could put a play into any of the 3.

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Data Entry: Establishing Ryan Pace’s draft profile, day 3

| April 17th, 2018

The last in a three-part series, breaking down Ryan Pace’s approach to the NFL Draft when it comes to prospects. Today, day three, rounds four through seven.

Draft History

2015: RB Jeremy Langford (R4), S Adrian Amos (R5), T Tayo Fabuluje (R6)

2016: LB Nick Kwiatkoski (R4), S Deon Bush (R4), CB Deiondre’ Hall (R4), RB Jordan Howard (R5), S DeAndre Houston-Carson (R6), WR Daniel Braverman (R7)

2017: S Eddie Jackson (R4), RB Tarik Cohen (R4), OL Jordan Morgan (R5)

Trend 1

Prioritize Rounds 4-5

Under Ryan Pace, the Bears are averaging two round 4 picks per year and are currently slated to have two in 2018. They will potentially have more if Pace trades down in round 2 again, as is he wont.

The Bears also acquired a fifth round pick in the Brandon Marshall deal. These are the rounds where he likes to operate, and he has done quite well, landing five solid contributors in three years: Adrian Amos, Nick Kwiatkoski, Jordan Howard, Eddie Jackson, Tarik Cohen.

On the flip side, Pace doesn’t seem to care much about round 6 or 7, where he has made only three picks total through three years. He’s made several trades sending these picks out.

  • 6th for Khari Lee
  • Throw-ins for a trade on day two that netted extra 4ths
  • 6th to move up for Kwiatkoski
  • Throw-in 7th to get 5th back when trading Brandon Marshall to Jets
  • Conditional 2018 7th for Inman that they kept in 2018.

Don’t be surprised to see one of those traded away, perhaps to help move up for a coveted player in round 4.

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