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A Complete Breakdown of the Quarterback Position’s Efficiency for 2018

| June 3rd, 2019

The offseason is the perfect time to do a deep dive into what exactly we saw on the field last year, so today I want to look more closely at how Chicago’s QBs performed in 2018. To do so, I’m going to compile all of the information about individual targets from The Quant Edge and use it to see what we can learn about QB play as a whole.

Before we begin, I want to note two limitations.

  • This doesn’t split data into individual QBs, so unfortunately I can’t separate out the games Trubisky played and use only those. Still, Trubisky accounted for 85% of Chicago’s pass attempts in 2018, so this should still be useful to help us generally learn more about him.
  • This data only includes WRs and TEs, so I will not be able to incorporate any information about the 132 pass attempts that went to RBs (and Bradley Sowell). I really wish they included Tarik Cohen in particular, considering he finished 3rd on the Bears in targets, but no such luck.

With that said, let’s get started.


Route Efficiency

How effective were Chicago’s QBs targeting various routes?

That data can be seen in the table below, sorted from most to least targeted. I also highlighted routes that were particularly efficient in green, and routes that were particularly inefficient in red.

A few thoughts:

  • The Bears loved their go routes, but they sure didn’t work well in 2018. As previously noted, Trubisky had issues with deep accuracy, and maybe that was part of the problem. And you can argue there is value in go routes to back the defense off. But still, 26% completion rate is not acceptable for a route they utilize that frequently, and there were 5 interceptions thrown on go routes as well. If you’re looking for one bright spot on go routes, Allen Robinson caught 40% of his targets for over 16 yards/target.

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How Did the Bears Use Their Receivers & Tight Ends in 2018?

| May 28th, 2019

The offseason is the perfect time to do a deep dive into what exactly we saw on the field last year, so today I want to look more closely at how Chicago used their WRs and TEs in 2018.

Where They Lined Up

Let’s start by looking at where these players lined up, which can illustrate just how versatile they were (or were not). All data comes from The Quant Edge except for Tarik Cohen’s, which is from Pro Football Focus.



A few thoughts:

  • The Bears generally moved their main weapons all over the place. Allen Robinson, Taylor Gabriel, Trey Burton and Tarik Cohen – who spent about 1/3 of his snaps out of the backfield – were all extremely versatile.
  • We also see that versatility in some of the depth pieces, most notably TEs Adam Shaheen and Ben Brauneker and WR Josh Bellamy. Dion Sims, on the other hand, was pretty much always an in-line TE.
  • The other piece who didn’t move much was Anthony Miller, spending the vast majority of his time in the slot. This is because he played almost exclusively at 3rd WR alongside Allen Robinson and Taylor Gabriel. His versatility was demonstrated in different ways, as we’ll see below, and I think he’ll get moved around a lot more next year after usurping Gabriel as the WR2.

How They Were Used

Now I want to look at what routes the main options – Robinson, Gabriel, Burton, and Miller – got their targets on. The table below has the percentage of targets each player received on various routes, with the routes arranged by descending order of total targets. Numbers that are low compared to peers are highlighted in red, while numbers that are high are highlighted in green. All data from The Quant Edge.

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Examining 2018 Offensive Trends

| May 20th, 2019

The offseason is the perfect time to do a deep dive into what exactly we saw on the field last year, so today I want to look more closely at how frequently and effectively the offense used various formations and personnel groupings in 2018. We’ll look at it from a few different perspectives.

Shotgun vs. Under Center

(These stats all come from NFL Savant unless otherwise noted.)

The Bears operated mainly out of the shotgun in 2018, with just over 80% of their snaps (832 out of 1034) coming there. As I noted at the bye, this is in line with the Andy Reid offense that Matt Nagy brought over from Kansas City. Reid’s Chiefs teams have been 70-75% out of the shotgun in the last few years.

The table below shows how frequently and efficiently the Bears ran it out of shotgun vs. under center.



A few thoughts:

  • That looks a bit imbalanced to me, but is actually a better run/pass balance out of shotgun than any Reid team has shown in Kansas City.
  • I’m tempted to say the Bears should avoid going under center, but the low averages there are probably due to them mostly being in short yardage situations, when plays are designed to get 2-3 yards and a first down/touchdown. Success rates would be a good way to confirm if that is indeed the case, but unfortunately that information is not available with this kind of split.
  • The yards/carry split happened with both main running backs, according to Player Profiler. Jordan Howard saw 138 carries out of the shotgun and averaged 4.2 yards/carry, and averaged 3.1 yards/carry on his 112 carries from under center. Tarik Cohen averaged 4.7 yards/carry on 81 shotgun runs and 4.1 yards/carry on 18 runs from under center. New Bear Mike Davis saw 75% of his runs from shotgun last year and averaged 4.6 yards/carry, so there is reason to hope he will thrive in these runs as well.

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Self-Scouting the 2018 Bears Offense

| May 13th, 2019

Chicago’s offense was generally mediocre in 2018. We all know this. They finished 21st in the NFL in yards per game, 9th in points scored (a number buoyed by a bunch of defensive touchdowns), and 20th in Football Outsiders’ DVOA. Those types of basic stats are easy for anybody to look up, and they can help paint an overall picture of how effective a unit performed.

They do not, however, tell a complete tale.

It can be useful to look deeper and see in what areas the Bears might have struggled, as well as where they might have done well. This can be useful to help identify specific areas of strength to build on going forward, as well as areas that need to be addressed through personnel and/or scheme changes.

In an effort to do this, I used the NFL Game Statistics Information System and Pro Football Reference’s Game Play Finder to look at Chicago’s offensive stats in a bit more detail. I broke down rushing and passing attempts by areas of the field to see where they target the most and how successful they are.

Rushing Attack

Chicago’s ground game was not very good in 2018. Though they finished 11th in rushing yards and tied for 7th in rushing touchdowns, they were 27th in yards/carry, indicating those first two totals were more a product of volume than a true sign of success. Now let’s break it down by different areas of the field.

Here’s the data for Chicago’s rushing attack in 2018.

  • The line at the bottom is the line of scrimmage, runs are split into 7 zones, and attempts and yards per carry are listed for each zone, with ranks relative to the rest of the NFL in parentheses.
  • The height of the bar is proportional to yards per carry, and bars are colored green for top 10, red for bottom 10, and yellow for middle 12.
  • Note expected yards per carry varies by region, so the colors are relative to their peers in that region.


Of course, yards/attempt can be clouded by when you’re running in a specific direction. A 2 yard run on 1st and 10 is bad, but it’s a positive outcome on 3rd and 1. To account for that, I also looked at success rate, which takes down and distance into consideration and categorizes every play as either a success or failure based on how well it helps you stay ahead of the chains (full explanation here). The following chart was pulled from Sharp Football and looks at the Bears’ success rate by direction. The numbers on the bottom indicate how that compares to the NFL average.



A few thoughts:

  • The rushing attack was particularly bad between the tackles, but that’s where the Bears had most of their runs. 54% of their rush attempts were between the tackles, and they were consistently among the least efficient teams in the NFL at those carries in terms of yards/carry. I’m not sure if this is due to the offensive line or Jordan Howard. Howard had 170 of Chicago’s 240 carries between the tackles, and he averaged 3.3 yards/carry on those runs. Note that they were decent in success rate relative to their NFL peers, which indicates they ran it between the tackles a lot in short-yardage situations.

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Self-Scouting Matt Nagy’s 2018 Play-Calling

| May 6th, 2019

The Bears offense showed significant improvement in 2018, but still was an average-to-below average unit overall. There’s been plenty of focus about the need to get better on that side of the ball, and that starts with scouting yourself. Some coaches have play-calling tendencies in different down and distance situations, and opposing NFL teams scout those to help their play calling in response. With that in mind, I looked at down and distance trends for Chicago’s’ offense in 2018. All statistics are from the NFL Game Statistics and Information System and Pro Football Reference’s Game Play Finder.


First Down

The Bears were very balanced on first down, with 231 runs and 223 passes for a 51/49 split. Unfortunately, they were not very effective on the ground, where they averaged only 3.6 yards per carry. This is a significant step down from 2017, when they averaged 4.1 yards per carry, and 2016, when they were at 5.2.

Lest we be tempted to blame Jordan Howard, I’ll note that 142 of the 231 runs (62%) were his, and those actually gained 3.7 yards per carry. So the rest of the team was actually slightly worse than Howard on 1st down. One way or another, the Bears need to figure out how to improve running on 1st down and/or run less and throw more.

Speaking of throwing it, the Bears averaged 7.0 yards/attempt on 1st down, a healthy but not overwhelming number that was right around average for all NFL passing stats in 2018. Teams always average more yards/play passing than running, but when the discrepancy is this large, you should probably consider throwing it more.


Second Down

When it comes to 2nd down, context is needed. A 3-yard gain is great on 2nd and 2, pretty good on 2nd and 5, and awful on 2nd and 10. With that in mind, I split the data into 4 groups based on the distance required to get a 1st down. The table below shows the results.

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Reflections on the 2019 Draft Weekend

| April 29th, 2019

The draft is over, and a lot happened that could impact this roster both in 2019 and beyond. Let’s take a look at the major moves made and put them into perspective.


David Montgomery & the Running Back Position

Easily the biggest Bears move of the weekend. Not only was he the team’s first pick, but Ryan Pace showed just how much he valued Montgomery by trading up to get him.

As I mentioned last week, RB was clearly the biggest need on the roster going into the draft, and it was one of the few spots where a rookie could make an immediate impact. Accordingly, we should expect to see a lot of Montgomery on the field from pretty much day one.

In terms of fit, Montgomery is a textbook Andy Reid running back. He’s compact and well built, and has good agility, which is why he hit 3 of the 5 physical thresholds I’ve identified before (and came pretty close in the other two). In the run-up to the draft, there were many people who compared Montgomery to Kareem Hunt, who thrived in 2 years as the lead running back in a similar offense in Kansas City. Lou Ayeni, a running backs coach who worked with both Montgomery and Hunt in college, says that the comparison is valid, but Montgomery is even better as a route runner and pass catcher. That should have Bears fans extremely excited about Montgomery’s future in Chicago.

In terms of production, Montgomery was one of the most elusive running backs in college football. He led the nation in forced missed tackles last year, and had one of the highest rates of explosive runs of any back in the draft. These are all aspects that were missing from Chicago’s run game last year. Montgomery lacks top end speed, but is otherwise a complete package who is ideal for this offense, and thus I expect he’ll thrive here.

If you want to see more of an Xs and Os breakdown of what Montgomery can do, here’s Jacob Infante, one of the best draft guys in the Bears Blogosphere:

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Analyzing Chicago’s Roster Needs Heading Into the Draft

| April 22nd, 2019

The draft is this week so it’s time to think seriously about what positions the Bears need to address with their limited picks. Let’s start by taking a look at their current roster so we can see what positions they might need more help at. My best guess at an approximate depth chart if they played a game this week is shown below.


 


A few thoughts:

  • This list has 48 names on it. Teams dress 46 players for game day. Remove one of the kickers and probably Nick Williams and that’s your 46 man active roster.
  • Honestly, where are the holes on that roster? Kicker is one, but otherwise running back is the weakest spot, and even that isn’t completely terrible. Outside of those two positions, it’s hard to see a spot where a rookie is going to beat out the veteran ahead of him for a spot on the active roster.
  • Combine the caliber of this roster with the lack of high picks for the Bears, and Chicago is probably not looking at rookies making instant impact in 2019 outside of running back and kicker (barring injury).
  • One exception to this might be on special teams. The Bears lost core special teamers in Josh Bellamy, Benny Cunningham, and Daniel Brown this offseason, and only brought in one veteran to replace them in Marvin Hall. There are snaps to be earned on special teams in training camp, and rookies at positions like TE, LB, CB, and S could be in that mix.

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Don’t Freak Out About Chicago’s Perceived “Difficult Schedule”

| April 15th, 2019

The NFL schedule is set to be released this week, which means it’s time to talk about Chicago’s 2019 opponents. We already know all 16 teams they’ll be facing, and one of the reasons I’ve seen people suggest that the Bears are in for a rough 2019 is that they are going to have a really hard schedule. This fear is significantly overblown and is largely based on two pieces of misleading information that I want to debunk today.

1st Place Schedule

The first reason I’ve seen repeated over and over is that the Bears are in trouble because they go from a “4th place schedule” to a “1st place schedule.” That is, they had an easier schedule in 2018 because of their last place NFC North finish in 2017, but winning the NFC North in 2018 sets them up to face a much more difficult slate in 2019.

Let’s take a minute to review how the NFL schedule is determined for every team.

  • 6 games against your division (same every year)
  • 4 games against one other NFC division (rotates through 3 year schedule)
  • 4 games against one other AFC division (rotates through 4 year schedule)
  • 2 games against the other 2 NFC divisions’ team that shared your divisional rank the year before

If you’re paying attention there, you’ll notice that 14 of the 16 games on a team’s schedule are determined exclusively by what division they play in. So every single year the Bears play Green Bay, Detroit and Minnesota 6 times and 8 of the exact same opponents as those division rivals.

Only 2 games change based on how you did the year before. The Bears’ last place NFC North finish in 2017 meant they played the Giants and Buccaneers in 2018, while other division opponents played different teams from the NFC East and NFC South. In those 2 games, the Bears went 1-1, and they went 11-3 in their 14 common games. If you’re scoring at home, that means the “last place schedule” actually hurt the Bears’ win % en route to their division title in 2018.

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Building a Tight End Profile for the Matt Nagy/Andy Reid Offense

| April 8th, 2019

Like I have previously done with wide receivers and running backs, today I’m going to look at tight ends who have been drafted for this offense to see if there’s a physical profile they typically follow. In order to increase the sample size, I looked at every tight end drafted for a Reid offense in Philadelphia (1999-2012, 2016-18 with Doug Pederson) or Kansas City (2013-present). This list included ten players. Then I combed through their Combine performance to see if any patterns emerged.

Full data can be viewed here, but in general I found three trends:

  1. They are light. According to Mock Draftable, the average tight end at the Combine weighs in at around 255 pounds, but the average for the 10 TEs in this sample was just under 250 pounds. The heaviest tight end here was L.J. Smith, who weighed in at 258 pounds, in just the 67th percentile for all tight ends. Meanwhile, 3 of the 10 tight ends weighed in at 245 pounds or less, which falls in the bottom 15% for all tight ends.
  2. They are fast. The average Combine 40 time for all TEs is 4.72 seconds, but for this sample it was 4.70. That is significantly skewed by Cornelius Ingram, who ran a 4.96. If you remove him from the sample, the average 40 time for the other 9 players is 4.67 seconds, with 7 of the 9 coming in under 4.70. Ingram ended up being a poor fit in Reid’s offense, as he lasted just one year in Philadelphia after being drafted in the 5th round.
  3. They can jump. The average tight end at the Combine has a vertical jump of just under 33 inches, but the average in this sample is 34.3, with 8 of the 10 coming in at 33 inches or better.

This then gives us a rough profile of a tight end who would be targeted as a pass catcher in this offense. They should be under 260 pounds, run a sub 4.70 40, and have a 33″ or better vertical jump. These all make sense. The main purpose of a TE in this offense (at least for the U TE) is to be able to catch passes. They need to be athletic and able to challenge defenses down the field.

Now let’s look at which tight ends in the draft this year fit the profile. The table below shows all of the tight ends from the Combine, sorted by how many thresholds they hit. Misses are highlighted in red.


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What RBs in the Draft Fit the Physical Profile for Chicago’s Offense?

| April 1st, 2019

With Jordan Howard officially no longer a Bear, it’s time to start looking to the draft to see who could be acquired as his replacement. Before the Combine, I looked at running backs who have been brought in for the Andy Reid offense in Kansas City (which the Bears are now running) to see if there were any physical patterns that could be found. To recap, I found five areas where backs consistently stood out from the average:

  • Short: Reid RBs are routinely at or below league average of 5’10”.
  • Well-Built: Reid RBs at or above league average 214 pounds.
  • Good Acceleration: Reid RBs at or below average first 10 yards of the 40-yard dash of 1.59 seconds.
  • Explosive: Reid RBs at or above average vertical jump of 35″ and average broad jump of 118″.

Every RB Reid has brought to Kansas City hit at least four of these five thresholds. With that profile in mind, let’s look at the running backs in the 2019 draft and see who might fit the physical profile for this offense.


Four Thresholds Hit

No RBs hit all five thresholds at the Combine, but six players went 4-for-5. They are shown below, with the threshold they missed highlighted in red.

A few thoughts:

  • It’s really important to note that best physical fit does not mean best player. Think of it more as a chance to identify players who the Bears are likely interested in, and then do some film study of them.
  • Most of these players fit the athletic testing requirements quite well but are simply very light. Since the Bears like to do so much inside zone, I’m not sure if a small back like Justice Hill or James Williams would be able to hold up very well. (Though it’s worth noting that Jamaal Charles weighed 200 pounds at the Combine and did just fine for 2 years as Reid’s lead back.)
  • Alex Barnes is probably the best physical fit for this offense in the draft in that he’s just a little tall, but otherwise matches every single box in terms of bulk and athleticism.

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