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Data Responds: Bears vs. Vikings

| October 10th, 2017

In rookie quarterback Mitchell Trubisky’s debut, the Bears got the ball to start, and marched right down the field. Trubisky looked sharp on several impressive throws, including one huge third down completion to Tre McBride that set Chicago up on Minnesota’s 9 yard line.

Except a holding penalty by center Cody Whitehair brought the Bears back to 3rd and 20 out of field goal range. One screen pass later, they punted, costing themselves at least three points.

That would lay the foundation for a frustrating first half of missed opportunities, when a long list of penalties (some more dubious than others) led to Chicago getting no offensive points despite passing midfield on four drives.

Unsurprisingly, those missed opportunities came back to haunt them in the second half, as a late Minnesota field goal led to a 20-17 win.

Coaching

  • They get their own section again, which usually means bad things. And we’re starting here, because it was terrible.
  • John Fox took too long to decide whether to go for it on 4th and 2 in the first quarter, which forced the Bears to call a time out. Out of the time out, they took too long to get the play in, resulting in a delay of game and punt. That was an ugly sequence that was 100% the fault of the coaches. Then in the 2nd half, they had to burn a time out when the Vikings had 1st and 19 due to confusion with defensive play calls.
  • The Bears were also incredibly sloppy early on, with several early penalties negating big plays and/or putting them behind the chains. Some of the calls didn’t seem particularly great by the officials, but overall they need to get out of their own way and stop beating themselves. That’s the mark of a poorly coached team.
  • Dowell Loggains also had a terrible game. He fell into predictable patterns we’ve seen through four games, with obvious runs on 1st down and too many horizontal passes. They ran out of heavy sets and threw out of shotgun, with not enough variability mixed into those sets. This routinely set the Bears up in 3rd and long situations, which is not where you want a rookie quarterback (or any offense, really) to be. To his credit, Loggains did have a beautiful play call on a game-tying 2 point conversion in the 4th quarter, but overall he had a rough night.

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Data Responds: Bears at Packers

| September 29th, 2017

Two road games, two blowout losses for the 2017 Bears. Green Bay won the first quarter 14-0 after a great opening drive, followed by a 3-yard touchdown after Mike Glennon turned it over on Chicago’s first offensive snap. Things stayed quiet until the end of the first quarter, when a 47 minute lightning delay led to what felt like the start of another game.

Of course, the Bears still had Mike Glennon in at quarterback, so nothing changed. He turned the ball over 3 more times and shut down the entire offense with his incompetence before racking up just enough garbage time stats to make his performance somewhat defensible if you squint (stop me if you’ve heard that before).

Coaching

  • We’re starting here tonight, beginning with the continued ineptitude making appropriate personnel decisions late in a blowout. With all the practice the Bears’ coaches have gotten in these situations in the last few years, you’d think they would be great at it by now, but they’re not. Down 28 points in the 4th quarter, the Bears rode Jordan Howard and Tarik Cohen, their two best offensive players, to a meaningless late touchdown. Zach Miller, their best tight end who has made a career out of going to IR, played while rookie Adam Shaheen sat on the bench. Why? This is literally a fireable offense if the team’s management cares about their personnel at all.

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Data Responds: Bears vs. Steelers

| September 24th, 2017

 

  • Bears win! It’s been so long I’ve forgotten what that looked like. Hell, I had forgotten what it looked like for them to have a lead, as this was the first game that happened at any point since the first half of week 15 last year.
  • Good teams find ways to win close games, and bad teams find ways to lose them. Despite trying their best to throw this one away with a litany of stupid plays, the Bears still found a way to win. Hopefully they can build off of this going forward.

Offense

  • We’ll start with the good and focus on all three running backs, starting with a monster day by sophomore Jordan Howard, who looked like his rookie self for the first time this year. He ran hard, was decisive, and finished runs with power. Holes were there better than they’ve been so far this year, but credit Howard for playing better as well to take advantage of it. Howard did have a 3rd quarter fumble (though on replay it looked like he was down) that let the Steelers back in the game, and he had to leave the game twice with his injured shoulder in the 2nd half. Still, he came back and finished the game in OT, and finished with 138 rushing yards and 2 touchdowns. Just for good measure, Howard also led the Bears with 26 receiving yards.
  • Tarik Cohen rebounded from a poor week 2 effort as well. He made a big play in the first half and a huge play in OT that jump-started the Bears’ offense and should have won the game (he was incorrectly ruled out of bounds, costing him a tochdown). His electricity showed up in limited touches (though 16 is still too many). Perhaps equally important, the Bears finally started using him properly. His small size means that he can’t sustain as many touches as he’s been getting, so this week they started using fakes to him to open things up for others. They ran him around on a fake reverse several times, and this helped open up the running game for Howard.
  • While we’re talking about running backs, Benny Cunningham was back from an ankle sprain today and made a few nice plays on 3rd down. Twice he caught checkdown passes way short of the sticks and turned them into a new set of downs for the Bears.
  • Now for the quarterback, which is a lot less fun to talk about: it’s been 3 weeks and 3 bad games for Mike Glennon, who completed 5 passes (none of them to wide receivers) on 8 pass attempts for 31 yards in the first half. Despite this incompetence, the Bears still held a ten point halftime lead; just imagine how good this team could be if their quarterback wasn’t completely terrible. It stunts their entire offense, from the play calling to the run game.

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Data Responds: Bears at Bucs

| September 17th, 2017

Well that was ugly. The Bears turned the ball over 4 times in the first half, trailed 10-0 after one quarter, and 26-0 at halftime en route to a 29-7 final score. I’m going to focus most of my comments on the first half, because that’s all that mattered. The 2nd half was just playing out the string.

  • First, let me just start in general with the coaching. All three phases made huge mistakes in the first half as the entire team looked unprepared, and that is 100% on the coaches. They had key blown assignments, early wasted time outs, too many dumb penalties, and lots of sloppy turnovers. Somehow, Chicago’s coaches need to figure out how to get their team ready to play.
  • Can whoever has a voodoo doll for the entire Bears team stop already? Nick Kwiatkoski, Kendall Wright, and Tom Compton all left in the first half, though at least Wright returned. In the 2nd half, Josh Sitton and Akiem Hicks added to the walking wounded, though Hicks also came back into the game. For those scoring at home, that means the Bears left week 2 without their top 4 WRs, 3 of their top 5 interior OL, and 2 of their top 3 ILBs, plus their top CB has yet to see the field this year. Mark this as the 3rd year in a row where injuries are a defining story of the season, meaning the Bears need to figure something out with their conditioning and training staffs.
  • The coaches also continue to show zero feel for how to manage playing time in a blowout. You think they’d be better at it with all the practice they’ve gotten in the last few years. Somehow Akiem hicks and Josh Sitton were both playing so that they could get hurt in the 4th quarter down 4 scores, and the already overworked Tarik Cohen still saw touches in the 4th quarter as well.  Zach Miller, who might be Chicago’s best healthy pass catcher and is made of glass, made multiple catches on the final drive despite having a rookie drafted in the 2nd round sitting behind him. Why?

Offense

  • I’m starting at quarterback this week, because there’s nowhere else to start. Mike Glennon turned the ball over 3 times in Chicago’s first 3 possessions. He threw two terrible interceptions and showed zero pocket awareness on a fumble. By that point, the game was over at 23-0, and it was yet another terrible day for the former Buc. Glennon was far from the only bad Bear in this game, but he was the worst. His time as Chicago’s starting QB has already gone 2 games longer than it should have, and now it officially needs to be over. Yet with this pathetic coaching staff, I don’t doubt that Glennon will be starting next week, especially after showing “promise” in a meaningless 4th quarter (where he missed several throws and had another INT dropped by not one but two defenders).
  • Glennon was inexplicably not benched at any point during this game, and finished the day 31/45 for 301 yards, for a poor 6.7 yards per attempt. But that doesn’t accurately reflect just how bad he was, even on the non-turnover plays. He hit a bunch of throws underneath that any NFL QB should be able to make, and also forced several incompletions on short passes that went to his targets’ feet and/or behind them. We know what Glennon is, and it’s not good. There’s absolutely nothing he does at an above average level, but many things he’s quite bad at.
  • Tampa Bay came into the game focusing on stopping the run and keying in on Tarik Cohen in the passing game. This should have been predictable to Chicago in their game preparation, as those were basically the only things that worked last week, but they couldn’t come up with anything else effective. The 1st half yielded 16 rushing yards (on 14 attempts), 3 offensive turnovers, and 0 points. The passing game actually got some work going underneath in the passing game, but that approach requires long sustained drives without a mistake, which they are not capable of doing.
  • Speaking of Cohen, he came back down to Earth a good bit in week 2. Tampa Bay unsurprisingly focused on him after his big debut last week, and successfully shut him down. He also had an incredibly stupid punt return where he picked up a ball off the bounce when surrounded by Bucs, was immediately hit, and unsurprisingly fumbled.
  • The coaches needed to anticipate Tampa Bay’s defense would key on Cohen and use him as a decoy in this game. They failed to do that, which led to the offense being too predictable. Those edge runs that Cohen was able to turn into gains in week one were all snuffed out and contained this week. Their touches for Cohen became too predictable, and he continued to get too many (17, when the goal should be 10-12 for a player of his size, like Darren Sproles consistently gets).
  • Kendall Wright was featured more today after being completely ignored until the 4th quarter last week. I’m surprised it took that long for Chicago to realize they should try involving their best WR in the game.
  • In all the OL shuffling as Compton and then Sitton got hurt, 2nd year man Cody Whitehair moved from C to LG to RG. Continually moving one of your best players around seems like a poor strategy to me. Let him get comfortable and dominate at one spot.

Defense

  • Another week, another opening scoring drive by Chicago’s opponent. As Andrew Dannehy has been all over, this is a worrying trend for the defense, and one that leads to them losing games. Somehow, the Bears need to figure out how to stop putting themselves in a hole at the start of nearly every game.
  • Two other bad trends for the Bears showed up repeatedly in this game as well: the inability to force turnovers and the inability to get off the field on 3rd down. In the 1st half, Tampa Bay was 4/7 on 3rd down, including 3 3rd down stops negated by penalties.
  • Perhaps more worrying, the Bears failed to force a turnover until after the game was out of reach. They even had a great chance on the 2nd play from scrimmage, when Danny Trevathan tipped a ball up in the air that hung forever. Somebody needs to come up with an interception there, but no defender got even close. Pernell McPhee (it was good to see him for more than 4 snaps this week) finally forced a fumble in the 3rd quarter, which Leonard Floyd picked up.
  • Speaking of Leonard Floyd, the Bears need much more from him. Chicago’s supposed budding superstar has been mostly invisible through the 1st two games, though he finally showed up with a few plays in the 2nd half (after the game was over). They need him to be a difference maker. When that didn’t happen in the first half, the defense got zero pass rush and looked pretty mediocre.
  • Pretty much the only positive from the first half in my book was Kyle Fuller. Tampa Bay’s passing game moved the ball well, but everything went towards Marcus Cooper. By my count, Winston was 0/4 targeting Fuller in the 1st half. Of course, Fuller did drop an easy INT in the end zone in the 4th quarter, so it wasn’t all good.
  • Rookie safety Eddie Jackson had a solid game too. He put in good work in coverage (largely on Fuller’s side, where Winston had much less success) and plenty of sure tackling, including a nice tackle for loss in the run game.

Overall

  • That’s all I have from this nightmare. I feel like I put in more effort than the Bears today.
  • Seriously, we’re two weeks into the season and this team already looks lifeless. They didn’t even get excited after finally forcing a turnover in the 3rd quarter. It feels like the players have prepared themselves for another long, losing season.  Can you blame them?

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Data Entry: Turning Over the Turnover Problem

| March 13th, 2017

This is the 3rd installment of a monthly offseason piece I’ll be doing here at DaBearsBlog, helping fill the content void of the long offseason. Each one will be a numbers-crunching look at something Bears related in which I attempt to earn the “Data” moniker so kindly bestowed on me by the comments section regulars and, more importantly, answer a Bears question that I’ve been wondering about. If you have anything you’d like me to look into, let me know in the comments or email me at woodjohnathan1@gmail.com and I’ll see what I can do.


Chicago’s defense has significantly improved in the last two years from the disaster that was the Mel Tucker era, but there is one area where they have actually regressed: forcing turnovers.

Tucker’s defenses in 2013 and 2014 actually forced turnovers at a slightly-above average rate (Tucker can probably thank the leftover Lovie Smith-trained players for that), while Vic Fangio’s defenses have forced fewer turnovers in the last 2 years than any other NFL defense. In fact, 13 defenses have forced as many turnovers in one season (28) as the Bears’ defense has the last two seasons combined.

The problem was particularly pronounced last year, when the Bears forced a measly 11 turnovers, tied for the fewest by any defense in the NFL in the last 10 years.

Given the strong and well-established relationship between winning the turnover battle and winning football games, this is a real problem for Chicago. All of this research looks at turnover differential, not just turnovers forced. But forcing turnovers is half of turnover differential and it’s the part I want to focus on today. Avoiding turnovers is largely a product of your quarterback (and luck for fumbles/fumble recoveries). That’s a separate issue that has already been discussed on here at length.

Setting it up

Here’s my question: What is the history for teams the year after they have forced as few turnovers as the Bears have recently? Does the defense continue to struggle generating turnovers, or does it improve quickly?

Here’s how I approached the study:

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Data Returns: Statistically Profiling the Ideal Quarterback

| February 12th, 2017

This is the 2nd installment of a monthly offseason piece I’ll be doing here at DaBearsBlog, helping fill the content void of the long offseason. Each one will be a numbers-crunching look at something Bears related in which I attempt to earn the “Data” moniker so kindly bestowed on me by the comments section regulars and, more importantly, answer a Bears question that I’ve been wondering about. If you have anything you’d like me to look into, let me know in the comments or email me at woodjohnathan1@gmail.com and I’ll see what I can do. 


By all accounts, it seems the Bears will be acquiring the man they hope will be their quarterback of the future this offseason. Ryan Pace was spotted scouting pretty much all of the top quarterbacks in person throughout last fall, and his end of the season press conference was centered around a discussion of what he’ll be looking for in a franchise quarterback.

With that in mind, it would be wise for any Bears fan to pay close attention to the quarterbacks at the top of the draft this year. I started doing just that back in November, when I looked at quarterbacks drafted between 2011 and 2015 and found teams looking for a starter should focus on the top of round 1 or round 2 (http://bit.ly/2lhS3t0). Luckily for the Bears that fits either of their first two picks.

Building an Ideal QB Profile

Now I want to focus on what they should be looking for with one of those picks (thanks to DBB’s Andrew Dannehy for giving me this idea). Here’s how I went about doing that:

  • I looked at all 1st and 2nd round QBs drafted between 2011 and 2015 and compiled a bunch of data about their physical measurements, passing stats from their last year in college, and team success in college. The full list can be seen here: http://bit.ly/2kQ8v2L.
  • I split the QBs into guys who are established starters (Newton, Luck, Mariota, Winston, Tannehill, Bridgewater, Dalton, Carr), guys who might be starters going forward (Kaepernick, Garoppolo, Bortles), and everybody else.
  • I averaged the data together for each group and especially compared starters vs. everybody else (non-starters). 6 traits were identified that were significantly different.
  • For each trait, I sorted the quarterbacks from best to worst and looked for a “benchmark” value, which most of the starters hit and most of the non-starters missed. This always fell such that 5 or 6 of the 8 starters were above the benchmark; there was typically a significant dropoff after this point such that this was a logical cutoff.

Based on this, here’s the ideal profile I found to look for in a highly drafted QB coming out of college:

  • He should win at least 77% of his college starts (6/8 starters hit, 3/9 nonstarters)
  • He should win a conference title (6/8 starters hit, 4/9 nonstarters)
  • His final college season should feature at least 8.7 yards per passing attempt (5/8 starters hit, 3/9 nonstarters)
  • His final college season should feature a touchdown on at least 7.3% of his throws (6/8 starters hit, 3/9 nonstarters)
  • His final college season should feature a TD/INT ratio of at least 3.7:1 (6/8 starters hit, 2/9 nonstarters)
  • His final college season should feature a college passer rating of at least 166 (5/8 starters hit, 2/9 nonstarters)

There didn’t seem to be any difference in the physical profiles of the QBs based on their height, weight, or hand size at the Combine. The important part of the Combine for QBs is their interviews, but we don’t get that data. Ignore the measurables; they are basically irrelevant for QBs.

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Data: Numbers Prove Pairing Cutler with Top Defense Will Yield Winning Team

| July 11th, 2016

Another guest column from the artist known as Data.

Every offseason (and throughout most seasons) there’s a lot of talk amongst Bears fans about whether or not the Bears can win with Jay Cutler as their quarterback. Today I’m going to attempt to answer that question by looking at Cutler’s peers around the league.

I identified five players who are, statistically speaking, Cutler’s peers: Carson Palmer, Matthew Stafford, Eli Manning, Joe Flacco, and Alex Smith. Including Cutler, these six quarterbacks all have started at least 90 games, thrown at least 3500 passes, and posted passer ratings between 83.5 and 88.1.

Basically, they’ve all been around for a while performing, as a whole, at an average to above average level.

Cutler is smack dab in the middle of the group with 134 starts (3rd), 4354 passes (3rd), and an 86.0 passer rating (2nd).

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Trench Warfare: Pace’s Roster Building Strategy Comes Into Focus

| June 6th, 2016

The following is a guest column by the artist known as Data, also going by the name Johnathan Wood. If you’d like to write a guest column for DBB, email jeff@dabearsblog.com.

General manager Ryan Pace has had 2 offseasons to shape the Bears roster the way he sees fit. There are a number of different ways you can look at his moves and draw conclusions about his priorities, many of which have been discussed in detail. Pace himself has talked repeatedly about wanting size, speed, length, and football junkies. He has shipped out locker room problems and replaced them with high character football players (Ray McDonald aside).

But when I’m looking at what a GM prioritizes, I look at how he allocates his resources. Who does he invest his high draft picks and big free agent contracts in? Looking at Chicago’s recent moves through this lens gives a clear answer: Ryan Pace wants to build a team that wins in the trenches.

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