As Americans prepared for what appeared to be an inevitable federal government shutdown, Rolli IQ used its historical analytical capabilities to compare the week leading up to the 2025 shutdown with the same span of time before the 35-day shutdown of 2018-2019. The comparison illuminates how the political and informational environment has changed — and how much higher the stakes feel to social media users this time around.
The first and most noticeable difference is volume. In the seven days leading up to the 2018 shutdown, total social media engagements reached just shy of 350,000. The equivalent period in 2025 generated nearly 2.5 million engagements — more than seven times higher. Rolli IQ's analysis points to several contributing factors: social media has become more politically activated since 2018; Twitter/X's post-Musk political realignment has concentrated politically motivated posters on the platform; and Trump's image is substantially more polarizing in his second term than his first, making any federal action he is associated with a higher-engagement topic.
Average authenticity confidence score during tracked narrative events. Anything above 70 indicates predominantly organic engagement.
The Emotion Map comparison between 2018 and 2025 shows a qualitative shift as significant as the quantitative one. The 2018 map displayed a wide variety of emotional responses — anger, disgust, sadness, and fear in roughly equal measure, alongside a large volume of 'irrelevant' posts that tagged the shutdown but addressed other topics. The 2025 map has collapsed: emotions are now almost entirely anger and disgust, the irrelevant posts have largely disappeared, and users are more focused and more intense. The range of feeling has narrowed while the intensity has increased.
“Rolli IQ compared the 2025 shutdown buildup to 2018: engagement is 7x higher, emotions have collapsed into pure anger an…”
The substantive content of posts has also shifted. In 2018, the conversation was dominated by the human impact on federal workers and Trump's border wall demand. In 2025, concern about federal workers has mostly evaporated — partly because the current shutdown arrives in the context of the administration's own efforts to reduce the federal workforce through DOGE cuts, which reframed workers as targets rather than victims. Democrats pivoted to healthcare as their signature issue for the 2025 shutdown, attempting to make the standoff a referendum on health coverage. Whether that framing would pay off politically remained to be seen, but Rolli IQ shows it achieved genuine traction as a social media topic — a meaningful signal of successful message penetration.
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Intelligence Analyst · Rolli Intelligence Desk
Covering narrative manipulation and authenticity intelligence for the Rolli Intelligence Desk.