Thread: I compiled all D1 team stats listed on the NCAA site from the last full NCAA softball regular season and here’s what I found from 297 teams.
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Let’s start with the most important stat of all: Winning.

The two stats correlated most to Winning% are Runs Scored & ERA.

I think most of us could have guessed that scoring more runs than you’re allowing is a good recipe for success.

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What is the best way to score runs? A high OPS.

I also added the correlation between Stolen Bases per Game & Runs per Game. I was surprised by this, are you?

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Winning in the regular season helps set up a chance for the postseason. The NCAA loves their RPI metric for determining their postseason qualifiers and here’s how Wins, Losses, & SOS correlate to RPI.

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Here’s how the postseason looked based on RPI & SOS. I’m not going to elaborate on this. We’ll continue with something more fun.

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Based on regular season offensive statistics do we have a good idea of who will achieve Postseason Success?

The elite teams appear to separate themselves a little bit.

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You saw the defensive stats, let’s now look at the defensive side. The NCAA site doesn’t have a lot of stats on defense but here are 3 they did have.

They do say, “Defense wins Championships”

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As many of you have seen probably more than once now, here is my own defensive data I collected from the last full softball season.

8/ https://t.co/mTl9MpMJlU
With the 2021 season upon us, will we see some of the same statistical occurrences or did the last full D1 softball season have anomalies?

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Every single public defender. Every single day.


Bail arguments, motions, oral arguments, hearings. Judges don’t know, follow, or care about the law. Prosecutors are willing to take advantage of it. And mandatory minimums, withheld evidence, & pretrial detention coerces people to plead before trial. When theres a jury. A shot.

But defenders still fight. And still win. Most times wins aren’t “Justice.” It’s power of repetition of argument in front of same judges. Introducing those in power to the people they oppress. Not just a RAP sheet or words on a page. Defenders make it harder to be brutal & cruel.

I worked as a public defender at an office as well resourced as any in the country. Social workers, team of investigators, a reentry team, support staff, specialist attorneys in immigration, housing, education, family. Relatively low caseloads (80-100). And yet still injustice.

Most think that balancing the scales of justice means more funding for defenders. Thats part of it. Enough a attorneys to actually be at bail hearings. Wrap around services to be able to help people trapped in the system end up better off in their communities. Lower caseloads.

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