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    Home»President Trump News»What network science tells us about the Trump-Musk breakup
    President Trump News

    What network science tells us about the Trump-Musk breakup

    preztrumpBy preztrumpJune 11, 2025No Comments6 Mins Read
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    The proverbial gauntlet has been thrown down. The friendship and partnership between United States President Donald Trump and “particular authorities worker” Elon Musk has collapsed in spectacular vogue.

    On X on June 3, Musk posted about the so-called One Big Beautiful Bill Act, calling it a “disgusting abomination.”

    An argument ensued, and two days later, Trump known as Musk “CRAZY” on Truth Social. The combat escalated and Trump’s slur was adopted by Musk’s suggestion the president should be impeached and alleging he appeared within the Jeffrey Epstein information.

    These Musk posts specifically had been seen as a step too far by many in Trump’s circle, even after the Tesla CEO deleted them.

    Trump and Musk’s storied bromance contributed to one of many biggest comebacks in American presidential historical past, with Trump successful a second time period regardless of his numerous legal troubles. Musk actively campaigned for Trump, contributing greater than $250 million to his re-election bid.

    Whereas we are able to solely speculate about what precisely went fallacious between the world’s strongest man and the world’s richest, their feud reveals a probably extremely impactful disruption in American politics. It additionally illustrates what occurs when social networks collapse and the impression these kinds of fissures have on social buildings.

    President Donald Trump and Tesla CEO Elon Musk converse to reporters as they sit in a purple Mannequin S Tesla car on the South Garden of the White Home on March 11, 2025, in Washington.
    (Pool by way of AP)

    Enter Zachary’s Karate Membership

    Feuds between political figures are nothing new, and neither are fissures in social teams. The latter has been studied for decades by network scientists who measure the power of ties between folks.

    Networks, consisting of nodes and hyperlinks, seem in every single place. They measure interactions and provide us with another lens through which to view the world. For instance, we are able to contemplate networks of neurons in our brains, networks of banking transactions, or likes and follows on social media.

    Over three years from 1970 to 1972, Temple College anthropologist Wayne Zachary studied the social community of 34 members in a college karate membership. He noticed a cut up between the membership’s teacher and its administrator. What ensued was a partition of the membership into factions, centred on the 2 respective leaders. Zachary referred to this as fission throughout the group in his 1977 paper.

    “Communities” in a social community are teams of like-minded people who usually tend to work together with each other than these outdoors the group. Consider a neighborhood as a clique in a highschool, with separate teams of youngsters who’re into soccer, members of the mathematics membership or followers of Taylor Swift.

    The Zachary Karate Membership community is a well-cited and early instance of the emergence of two distinct communities from one. The community turned a well-liked instance of neighborhood construction in networks after its use by physicist Michelle Girvan and community scientist Mark Newman in 2002.

    A graph of a network of 34 orange and green points represented by dots.
    A community illustration of social relationships among the many 34 people within the karate membership studied by Wayne Zachary.
    Created for Wikipedia

    How the cut up might have an effect on voters

    The cut up between Trump and Musk echoes the cut up within the Zachary Karate Membership community. Whereas the Karate Membership community is far smaller than the the 160 million-plus group of probably U.S. voters, it does recommend the type of polarization that may happen when highly effective people go their separate methods.

    Think about every voter as a node, with two nodes linked in the event that they voted for a similar presidential candidate. That will cut up voters into two essential teams: one which voted Republican and the opposite that voted Democrat, with a smaller group comprising the roughly three million individuals who voted for unbiased candidates like Jill Stein in 2024.

    U.S. presidential elections may be razor-close, as was the case with George W. Bush and Al Gore in 2000. Even a minor cut up amongst voters can upend the outcomes. For instance, within the 1992 presidential election, unbiased candidate Ross Perot garnered nearly 19 per cent of the favored vote, which probably siphoned off Republican votes and contributed to George H.W. Bush’s loss.

    two men in suits face each other and shake hands
    U.S. presidential elections may be very shut, like in 2020. Democratic presidential candidate Vice-President Al Gore, proper, shakes palms with Republican presidential candidate, Texas Gov. George W. Bush, after a debate in October 2000 in North Carolina.
    (AP Picture/Ron Edmonds)

    On June 5, Musk polled X about creating a new political party — The America Party. Inside hours, about 80 per cent of 1.3 million individuals who took his ballot supported his thought.

    That celebration might fracture the normal voting base of Republicans and Democrats, leaving the destiny of the White Home unsure for the foreseeable future. Whereas die-hard MAGA voters will probably all the time help Trump, tech-savvy millennial and Gen Z voters could also be extra receptive to Musk’s disruptive third-party aspirations.

    Associates and enemies

    Social networks adhere to 2 core rules that govern ties between people. These rules are nicely accepted and are additionally widespread sense.

    The primary is the adage that pals of pals usually tend to be pals. Given Musk’s robust previous ties to Trump, followers of Musk would extra probably contemplate voting for Trump.

    four people stand in front of of a big city gate. they all wear masks of world leaders and carry signs
    A community adage: Associates of pals change into pals. From left, activists in Berlin in February 2025 put on masks of Elon Musk, U.S. President Donald Trump, Russian President Vladimir Putin and U.S. Vice President JD Vance. They’re protesting the help of the U.S and Russia for the far-right AfD celebration. (AP Picture/Ebrahim Noroozi)

    The second and equally vital precept is that the enemy of my enemy is my pal. That may very well be unhealthy information for Republicans, as independent-leaning voters who don’t like Trump however voted for him in 2024 might contemplate supporting the hypothetical “America Get together.”

    A man in a baseball cap shakes the hand of a man in red tie and suit. Behind them the U.S. flag.
    On Wednesday, Elon Musk stated he regrets a few of his latest social media posts about President Donald Trump.
    (AP Picture/Evan Vucci)

    One other chance is that the feud ends — Musk is already expressing regrets, saying his posts about Trump “went too far.” That might go a protracted option to reversing the fissure, although it might not ease the exhausting emotions that might linger amongst both Musk or Trump followers.

    We will view each Trump and Musk as highly effective attractors who affect the social community of U.S. voters.

    Whereas nearly all of Democrats might reject the insurance policies and beliefs of each males, the 49.9 per cent of Americans who supported Trump in 2024 might splinter.

    As a result of that is the official ultimate time period of Trump’s presidency, Musk might additionally help Vice President JD Vance or one other Republican frontrunner, dropping his musings a couple of third celebration altogether.

    No matter occurs subsequent — similar to the whole lot else within the Trump presidency — community science tells us it received’t be predictable.



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