A Probabilistic Look at The Presidential Election: 31 July 2024

Harris Has the Momentum

Hello! Thanks for joining me!

I’ve been publishing election projections for a few years now and I’ve been meaning to start publishing projections for 2024. With the big shake-up in the race, this seemed the ideal time to start.

This will actually be my second projection for this election. I did the first for my appearance on WETM’s Political Pundit Night on 9 May. At that point, Donald Trump would have had about a 66% chance of winning the election had it been held on that day.

But let’s get down to brass tacks as they say.

The State of the Race

It’s been a tumultuous few weeks after the race had been pretty stable for quite a long time. Of course, the tremors started with the first debate. You can read my analysis of that here. What’s the bottom line? President Biden gambled that a strong debate performance would shake things up and allow him to go on the offensive. That was not at all what happened.

At the debate, President Biden, coming off an exhausting travel schedule and with a cold, seemed feeble. Still, he mostly made sense. Trump, in contrast, spewed a torrent of falsehoods. His voice however sounded confident and assertive. The narrative coming out of the debate was heavily skewed toward the candidates’ presentation rather than the content of their answers. Calls began for Biden to withdraw from the ticket and that received the lion’s share of the media’s attention. Trump’s lies deserved equal attention.

The Trump campaign was uncharacteristically disciplined as the Democrats tried to regain their footing after the debate. By the time their convention rolled around the GOP thought they were riding a wave of inevitability to certain victory. This only intensified after the assassination attempt. They pandered to the fringe of their party by picking the problematic J. D. Vance as their vice-presidential candidate and some Republicans over-reached by trying to blame the assassination attempt on democratic rhetoric. None of that, amazingly, moved the needle very much.

That all changed when President Biden stepped aside and, as he put it, passed the torch onto a new generation by endorsing Vice President Harris. Over the last ten days, the Democrats have achieved a level of enthusiasm they have not reached in quite some time.

Results:

After entering the polling data into our model and running 40,000 simulated elections it appears that if the election were held today, Former President Trump would have about a 45% chance of winning. In contrast, Vice President Harris would win with a probability of 54%. The remaining results were electoral college ties.

An estimated electoral map for the US Presidential Election as of 31 July 2024.

I wouldn’t put too much faith in the units’s digit in those probabilities. Indiana, for example, landed in the “leaning Republican” category because of a single poll that was taken back in April. If it were in the “strongly Republican” category the probability of a republican victory would be somewhat but not dramatically better.

The bottom line is that this is now a competitive race with the two major candidates having about equal odds of victory.

Trends: What a Difference 10 Days Make

To get an idea of how the race is changing, let’s look at where the race was on 21 July, the day President Biden ended his candidacy.

An estimated electoral map for the US Presidential Election as of 21 July 2024.

At this point, Trump had about a 63% chance of winning the election. This was down a bit from the 8 May projection mainly because on 21 July despite the setbacks on the democratic side there were more states in the “Strongly Democratic” category and fewer that were “Strongly Republican.” This is mainly due to minor changes in my methodology for processing the polling data.

The best way to parse this is that the probability of a Trump victory fell from about 2/3 to roughly 1/2. This is a significant change in favor of Vice President Harris and at this moment the momentum is clearly on her side. This might settle down at this level in which case we would be looking at a close election. There are plenty of reasons to think that the momentum in Harris’s direction will continue for a while. Her pick for Vice President is imminent and the Democratic Convention follows quickly. The Republican Convention had little effect on the state of the race but we’ve known Donald Trump for years now. Harris though is still introducing herself and the data here indicates that voters like what they’ve seen so far. The Democratic Convention could move the needle dramatically as people get to know her and her Vice Presidential pick.

Methodology

The Polling Averages:

I took polling data from Electoral-Vote.com which avoids using partisan polls.

For the July 31st estimate: I took the mean of all the polls released after 21 July to get each state’s polling average. If a state had no polls after 21 July the most recent poll was used.

The July 21st polling averages were determined by taking the mean of the four most recent state polls or the mean of all the state polls after 1 April if there were fewer than four.

The polling averages were fed into a US Presidential Election Calculator; an earlier version of which can be found at MapleSoft Application Center.

The calculator runs a large number of simulated elections. The probability of each candidate winning is estimated by the percentage of the simulations won by each candidate.

The Map:

The colors on the map are determined by The polling estimate rather than by the probability that a candidate will win a state. 

In each state, we use the polling estimate to find the conditional probability that an individual voter would choose either the Democrat or the Republican assuming they are voting for one of the major party candidates. Thus, to find, for example, the probability that a voter would choose the Democratic candidate, assuming they are voting for a major party nominee, we would calculate the following.

The formula for the probability that a voter would choose the democratic candidate given they are voting of a major party candidate.

The colors on the map are determined as follows:

  • Solidly Democratic (Dark Blue)         100%  > P(D|D or R) > 55%
  • Leaning Democratic (Light Blue)         55% > P(D|D or R) >   52%
  • Weakly Democratic (Pale Blue)         52% > P(D|D or R) >   51%
  • Toss-Up (Gray)                                     51%  > P(D|D or R) >   49%
  • Barely Republican (Light Red)          51%  < P(R|D or R)  <   52%
  • Leaning Republican (Light Red)          52%  < P(R|D or R)  <   55%
  • Solidly Republican (Dark Red)          55%  < P(R|D or R) < 100%

If a candidate is polling at 55%, the probability that he or she will win the state is actually quite a bit better than that.

For future installments, we’ll move this technical information to its own page and establish a consistent policy for creating state polling averages going forward.

Last Words

Although the Trump Campaign was smart to keep quiet as the Democrats argued over whether President Biden should withdraw from the race their response to having Harris at the top of the ticket has ranged from befuddled to panicky to weird. I didn’t expect that. It seemed to me the smart move would have been for Trump to declare victory. Something along the lines of “I’ve already beaten Joe Biden! He knew he was going to lose and he was too scared to stay in the race! I’ll beat the Democrats’ second choice just as easily.” That wouldn’t have been true but it’s a position of strength that would have been more effective than what we’re watching.

Waffling on the second debate was an unforced error. That’s a position of weakness that the Harris Campaign has been able to exploit. What would have been better? “Of course, I’ll debate Kamala. And you know what? I debated Biden and he was forced out of the race… who’s their next candidate going to be after I force her out of the race too?” This would take guts because if Harris wins that debate, and I think she will, it would be devastating. And there’s the rub. I believe that Trump is genuinely scared to debate her. Still, I’m happy to be wrong about Trump’s response to Biden’s withdrawal.

Where do we go from here? Trump and his campaign spent the Republican Convention trying to fire up their base. JD Vance was a choice intended to appeal to the right-wing fringe of the Republican Party. Vance isn’t going to bring any new voters to the Trump campaign but I suspect there are some Republicans who might feel motivated by his “childless cat-lady” comments.

With Harris at the top of the Democratic Ticket, the Trump Campaign needed to pivot and try to attract new voters. They should be walking back these comments. Instead, Vance doubled down on them.

And Donald Trump’s interview with the National Association of Black Journalists on Wednesday is more of the same. Trump was rude and belligerent. He attacked Harris for ‘changing her race’ whatever that means. We should, as a nation, collectively recoil from Trump’s remarks. Will we? This will not bring new voters to the Trump Campaign but Trump himself must think it will appeal to someone; he continued the racial attacks on Harris on Thursday. Even if we don’t recoil en masse, these remarks will repel most voters. If Trump doesn’t figure out how to run against Harris her momentum will continue and we’ll be looking at a landslide in November.

Stars End S5E12

We finish our discussion of Foundation and Earth with Part VII: Earth. That includes chapters 19 — “Radioactive?” 20 — “The Nearby World,” and 21 — “The Search Ends.”

“The Podcast Seems to be Crowded with Things I Dont Quite Understand.”

I haven’t bothered with spoiler alerts for a while. This time, though, if you haven’t finished the novel and don’t want to be spoilered, seriously, don’t look even at the video below.

And speaking of things we don’t quite understand, this is a musical intro to a non-musical episode. Because, c’mon, if we’re wrapping up Foundation and Earth, how can we fail to reference ⁠Man on the Moon⁠ by REM?

Here are some Foundation-specific alternative lyrics.

Golan started searching for the psychohistoric.
Yeah, yeah, yeah, yeah…

Fallom playing music making Alpha euphoric.
Yeah, yeah, yeah, yeah…

Bliss is along and that means Gaia is here.
Yeah, yeah, yeah, yeah…

Janov got to Earth because he centered the sphere.
Yeah, yeah, yeah, yeah…

Now, Daneel, did you hear about this one?
Tell me, are you upgrading soon?
Danny, are you goofing on Seldon? Hey, baby, can you carry the boon?

If you believed they put a man in the moon, man in the moon,
If you believe there’s nothing up his sleeve, Then nothing is cool!

Here’s the bonus verse promised in the episode description. This was our first draft but it’s centered in the teevee world and we wanted to concentrate on the novel.

Here’s a little clone who’s a front for power
Yeah, yeah, yeah, yeah

Demerzel dropped the orbital tower
Yeah, yeah, yeah, yeah

Dump the First Law instead here’s the zero
Yeah, yeah, yeah, yeah

Another little clone is guided to inferno
Yeah, yeah, yeah, yeah

Feel free to play along in the comments, it’s fun!

And a quick show note; in our next episode we’ll be talking about two short stories, “Cal” and “The Fun They Had.” Plus a special guest!

But right now, the Man in the Moon! Let’s Go!

Image Credits:

  • Featured Image: The two figures on the lower left-hand side of the image were generated by Open Art Free at <OpenArt.ai>.
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Stars End S5E11

Here we go again! Let’s talk about Foundation and Earth, Part VI: Alpha!

“We Have Old Men in These Parts Who Love to Podcast of Ancient Days”

If you like…

complex calculations in a cross between archeology and astronavigation, agrarian societies that nonetheless have advanced weather control and bioengineering, and telekinetic performances on woodwind instruments then chapters 16, 17, and 18 are bananas!

Also, Trevize gets lucky and is it just me or is he getting too much stuff wrong for the man with the magic intuition?

Plus, some Foundation show news from the long, long ago back before the interregnum! And we open up the Stars End Mail Bag! Don’t miss this one! Let’s GO!

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Stars End S5E10

A cover of Foundation and Earth featuring an illustration from Part V.

We’re back and we’re diving back into Foundation and Earth! This time we’re discussing chapters 13, 14, and 15 or, if you prefer, Part V: Melpomenia. This is all of Part V and nothing but Part V.

“Any Podcast Would Be in Serious Trouble if Its Social Structure Broke Down Completely”

In this section, we bid a not-so-fond farewell to Solaria as our little trio becomes a quartet with the addition of Fallom. We travel to the third and final Spacer world for which we have coordinates. What do we learn on Melpomenia? Does that help us in our quest to find Earth? And what’s bothering Trevize this time? Listen and find out!

Also Star Trek, non-Euclidean geometry and marsupials. You can’t miss that, right? Let’s go!!

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Happy Canada Day!

The United States has a reasonably clear starting point. That, of course, is coming up in three days. The formation of Canada is a somewhat more complicated affair. “Canada Day,” formerly known as “Dominion Day” or colloquially, “Canada’s Birthday” commemorates the passage of the British North America Act. Passed on 1 July 1867 the act confederated the Province of Canada with New Brunswick and Nova Scotia to form the Dominion of Canada, a largely self-governing component of the British Empire. On that day the Provence of Canada was divided into Ontario and Quebec.

Not the worst cut-and-paste version

After several intermediate steps, Canada became completely sovereign with the passage of the Constitution Act in 1982. For a nice timeline of the development of Canada, check out the Historical Atlas of Canada Online Learning Project.

Seriously, this is pretty good.

References:

The First 2024 Presidential Debate

I’m getting ready to live-spout the #PresidentialDebate. I previously spouted two Republican Debates.

I haven’t turned those into blog posts yet, but that’s okay. They were a distraction from the real story like the rodeo clowns who distract the crowd while the paramedics carry the grievously injured from the arena (I stole that joke from someone, maybe PJ O’Rourke). Mainly they demonstrated that the Republicans are no longer a serious political party.

Every 4 years they say “This is the most important election of our lifetime.” It keeps being true because some things keep getting worse.

It’s especially true this time if you care about democracy; there’s an authoritarian trend in the world today and America cannot succumb to it.

I’m not on the fence here and I not going to pretend to be.

That authoritarian trend has been building in the US for a while now; the first symptom I noticed was the whole “We’re a republic, not a democracy” refrain. Two things about that. First, we’re both. It’s possible to be both. Representative democracies are democracies and we’ve spent the better part of a quarter millennium becoming more democratic.

Secondly, I can translate what “We’re a republic, not a democracy” actually means. Whoever says that really means “I don’t care about fairness, my vote should count more than everyone else’s. That’s not American.

Meanwhile, I’m going to enjoy the preshow.

Here we go. Lawrence O’Donnell claims no debate has ever been determinative. Counterpoint: 1960 and 1980.

Let’s go!

9:01 pm

I have to admit I’m nervous.

This one could make a big difference. I don’t get it, but Biden needs to change the narrative. 538 has this thing as a tie but it looks like Trump leads to me.

Please welcome President Biden and convicted felon Donald Trump.

Biden is on point right out of the gate. Four years ago was a dystopia created by Trump he reminds us. I wish his voice were stronger.

9:05 pm

Trump’s voice is better, but his answer here only works if you ignore a hell of a lot.

And Trump doesn’t understand Tariffs. They absolutely would spike prices.

But so far Trump’s performance is better than I expected.

Trump: “Social Security, he’s destroying it because millions of people are pouring into our country, and they’re putting them onto Social Security…” We are not putting immigrants on Social Security. That’s a lie.

9:14 pm

“Everybody wanted the abortion issue sent back to the States” is a lie.

9:15 pm

After birth abortions are not a thing. That’s insane. And it’s murder.

I like Biden’s comparison to sending Civil Rights back to the states.

“Immigrants are raping and killing women” needs a fact check. “Biden threw open the borders” is a lie. [It looks like there are a couple of stories in the news right now but according to factcheck.org: “FBI data show a downward trend in violent crime in the U.S., and there’s no evidence to support the claim that there’s been a crime wave driven by immigrants.”]

Biden’s getting more animated and he’s right about the Republicans wanting a national abortion ban. Lots of them anyway.

9:21 pm

“In the final couple of months of my presidency we had the safest border…” says Trump. During a pandemic and a collapsed economy. Lie.

This is a pretty good format for Trump.

Okay. Trump is starting to rant and he’s seething. People can see through his nonsense, right?

9:31 pm

The decision to mute Trump’s mic is making him seem more reasonable. That was a strategic mistake.

On January 6th Trump said, “You have to fight or they will take our country.” He never said any of this “peacefully and patriotically” stuff. [Note: okay, he may have actually said that once in a speech filled with exhortations like “fighting like hell” and “we’re going to take it back.” This is disingenuous at best.]

9:44 pm

I have no idea what Trump is talking about here. Someone destroyed documents because Trump was right? [Note: Maybe this? There were certainly a lot of baseless claims about Biden setting up Trump or manufacturing these charges.]

But Biden is taking it to Trump on the felonies.

And Trump spins his counter-narratives with conviction.

I don’t know what happened to the Charlotteville story but Biden is right here; the “debunking” doesn’t match what I saw from the time.

9:53 pm

Trump: “I’m the one that got the insulin down for the people.” That’s another lie. This is getting tedious.

Raising the cap on the income subject to FICA is a good idea.

The “Losers and Suckers” story was documented at the time.

10:15 pm

It’s exhausting to keep up with everything that’s being said. This seems like a good resource.

www.cbsnews.com/news/first-presidential-debate-2024-fact-check/

Trump keeps turning up the temperature. Where did all this World War III stuff come from?

Trump tried really hard to avoid the ‘will you accept the election results’ question. He answers with a conditional: “If it’s a fair election…” before segueing into the tired old lies about 2020.

10:32 pm

Biden’s take “You’ll never accept the results because you’re a whiner” was funny and probably closer to the truth.

10:37

Closing Statements:

Biden starts off with “I was left a mess to clean up…” and that’s a good start, but diving into Tax policy isn’t great here. Although I suspect that all of this is on point, it’s a rational argument and Biden needs to connect emotionally.

Trump’s trotting out the same disinformation that he’s spewed for the entire debate. But he sounds confident which contrasts with Biden’s presentation. If you just listen to the tone this is an entirely different debate.

Analysis (Quick Takeaway):

The story of the 1960 debate was that Kennedy won because of his presentation. Nixon came across as a shifty sweaty liar and suddenly the unknown Senator from Massachusttes was a contender for President.

Biden won this one on truth and points, but he seemed feeble. The pundits are saying that people are scared.

Trump certainly wins on presentation even though his narrative was mostly false.

What is the conversation that moves forward? I’m afraid I know.

Afterthoughts:

And, yeah. Now it’s Friday and the prevailing winds of the news cyclone are clear. The Democrats are in panic mode and some think they should replace Biden on the ticket. In my mind that’s premature.

Biden had a bad night, there’s no doubt of that. There were some dubious decisions on the part of the campaign for sure. Not the least of which was failing to get the news of Biden’s cold into the public consciousness. That was a mistake and it was avoidable. “Don’t mind my voice, I have a cold” would have blunted the damage. Joanne wonders if Biden had been given cold medicine, which we all know can knock you on your ass. That would have been political malpractice.

This is an important election and I understand that people have anxiety. The stakes are high. Still, I think this is the correct response to Biden’s performance last night.

Both Gavin Newsom and Kamala Harris have grown in my estimation in the last 24 hours.

I admit that I was disheartened after the debate last night. I feel much better today. Why? Biden had a rally in North Carolina today. I recommend that you watch his whole speech, but if you don’t have the time, check out this clip. The Biden campaign should play this on a loop and get it in front of as many eyes as possible before today’s narrative calcifies.

I don’t know what, exactly was up with President Biden last night but clearly, he’s fine now. It’s time to change the conversation to convicted felon Donald Trump’s flagrant firehose of falsehoods. For my money, THAT’s the most disqualifying thing we saw in the debate last night. And you know what? If President Biden has a cold, he’ll be better in a day or two. Convicted felon Trump on the other hand has either lost all contact with reality or is a compulsive liar. That, sadly, shows no sign of changing. Donald Trump isn’t going to get better.

Image Credits:

  • Featured Image: Andrew Caballero-Reynolds Getty Images Fair Use

State Flags: Arizona

Happy Flag Day 2024!

It’s hard to believe it’s been a year since my last vexillological post, so much for picking up the pace. Still, Flag Day calls for a special effort!

Mostly this year, we’ve been flying flags I’ve already written about. There was the Maine 1901 flag over the holidays, and then the Flag of the Earth for Earth Day. Until yesterday we were flying the Ally flag for Pride Month. That one didn’t get to fly for long; June is a busy month for flag-related events. Juneteenth is right around the corner.

So, today, for Flag Day, we’re flying the Arizona State Flag for the first time. That gives us an opportunity for another installment of our series on State Flags.

Arizona was one of the first flags I intended to write about in this series. I was reminded of this recently when the Facebook group U.S. State Flags – Current, Historical, and Proposed had an extensive conversation about the Arizona flag’s design.

The Arizona flag depicts a copper-colored star representing a setting sun and, by extension, Arizona’s status as a western state within the US. The upper half of the flag shows thirteen rays, alternating red and weld-yellow honoring the original thirteen states of the US. The lower half of the flag is Liberty Blue. The red and blue colors on the flag match those on the US flag. The copper of the star honors Arizona’s position as the largest producer of copper in the United States.

You might notice that this is a lovely flag. It embodies all 5 of the North American Vexillological Association’s five principles of good flag design. In fact, NAVA chose it as the sixth-best flag from the continent in a 2001 poll. So why wasn’t it included in our first entry which encompasses the nine best state flags?

Recall, In our first installment, we decided to divide the US state flags into four categories:

  1. Flags that need no changes,
  2. Flags that only need very slight changes,
  3. Flags that have well-established, aesthetic alternatives, and
  4. Flags that require significant changes.

Arizona is our first flag in category two, it’s nearly perfect, but there’s one thing to fix. The flag needs more contrast and, as evidenced by this road sign I suspect that someone in the Arizona Department of Transportation thinks so too.

So, here’s my tweak and I make no claims of originality; it’s a straightforward adaptation and many others have hit on the same or similar ideas. For all I can remember, that road sign might have been my inspiration.

To get the needed contrast, we take a different color from the Stars and Stripes and make the star white. That though, takes away the most Arizona-specific color from the flag and thus we change the red stripes to copper. That’s it. We get a flag that’s a near equivalent to the current version with two colors and a five-pointed star from the national flag, thirteen rays to represent the thirteen original colonies and the color copper to symbolise, well, copper. All the symbolism remains intact.

My first version is on the left, above. That’s a nice flag and there is plenty of contrast; the weld-yellow is rich enough that the white star doesn’t fade into the background. The copper and gold rays feel more evocative of sunlight to me. Alan Hardy of the State Flags Facebook group suggested swapping the red and yellow rays so I tried this with that design as well, on the right. That’s nice too; I’m not sure which I like better.

Also, if you’re wondering, this was the winner of the Redesign Study on Facebook. That was an interesting flag study to follow. Usually studies work on terrible, awful, no good, very bad flags and the suggestions are all over the place. This one though started with a near perfect flag. The proposals showed that as most, like mine were minor variations on an excellent theme.

References:

Image Credits:

Stars End S5E09

conversation as we discuss Foundation and Earth chapters 10, 11, and 12 which is to say, the entirety of Part IV: Solaria.

“There Are Old Legends of Life After Podcasting.”

I began our description of ⁠S3E18⁠, with “You know what? Solaria is weird.”

And here we are again on Solaria. It’s been twelve millennia and in the meantime, they’ve really leaned into the weirdness. The Solarians have been busy genetically engineering themselves into the quintessential Spacers. They’ve gone so far as to grow their own Tesla coils inside their own brains so that they can wirelessly power their robots. And that isn’t all! But don’t take my word for it! Read “Robots,” “Underground,” and “To the Surface” and see for yourself! Then join us here for the episode!

On another note, our first episode dropped on 26 April 2021. Thus, this episode marks the third anniversary of our podcast! To mark the occasion, here are two mug shots of Joseph’s cat Lavender at age 4 weeks and 108 weeks. These were taken right around our first and third anniversaries.

Thanks to everybody who has come along for the ride!

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Stars End S5E08

In this episode, we talk about Chapters 7, 8, and 9 of Foundation and Earth, “Leaving Comporellon,” “Forbidden World,” and “Facing the Pack.”

I’ve largely stopped bothering with the spoiler warnings, but I will spoiler enough in this episode description to warrant one. If you want to discover things as you read and haven’t read these chapters yet, you know what to do.

Tau Ceti is the nearest “sun-like star” to Earth that isn’t in a multiple-star system and so it’s been a frequent locale in Science Fiction over the years. It was a natural choice for Asimov to place Aurora, the first of the Spacer Worlds, in the Tau Ceti system.

Since Asimov made that decision, we’ve discovered and cataloged thousands of exoplanets, that is, planets orbiting stars other than our sun. Several of them are in the Tau Ceti system and two, Tau Ceti d and e, are super-Earths that appear to be at the outer edges of Tau Ceti’s habitable zone. That seems to fit what we learn about Aurora in this book; it was a terraformed world that, without humans to maintain it, was slipping back into uninhabitability.

There is another, proposed, exoplanet orbiting Tau Ceti, called PxP-4. That one could be smack in the middle of the habitable zone.

In any event, it’s time to return to the Tau Ceti system and take a good look around. Also, there are dogs! So Let’s go!

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Stars End S5E07

We talk about chapters 4 to 6 of Foundation and Earth.

“There is a Kind of Free-Masonry Among Podcasts”

There’s almost a framing sequence for this part of Foundation and Earth, “On Comporellon,” “Struggle for the Ship,” and “The Nature of Earth.” At the outset, Trevize had bulldozed his way onto Comporellon by implying that Bliss and Pelorat are involved in illicit activities that can’t be allowed to get back to the wife Pelorat does not have. By the end, it’s Trevize who’s plied a woman for information and favors with his masculine wiles.

In the interim, we see what has become of Baleyworld, the first drop of the second wave of galactic colonization. Frigid, puritanical, authoritarian, and gray, it’s an uninviting place until we’re allowed entry into the private world of Mitza Lizalor, and we learn what we need to continue the search for Earth.

Join us as we take it all apart, and then put it back together again! Let’s go!

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