Amy Acton
person
Named in 1989 articles by 132 newsrooms, in 317 stories, on 14 of the last 14 days, first on 10-18.
Most exclusively tied top 30 · ties that pass the test on the right, most exclusive first
The names that appear with Amy Acton in a large share of their own coverage: this name's own company. Exclusivity runs from 0, two names that meet no more than chance would have them, to 1, two names that only ever appear together. A name that is in everything, a president, is exclusive to no one, so the big names fall away here and the names that belong to this one stay. Only ties that pass the strength test count, so a pair seen twice is not a tie. Places are context and have no page.
| Name | Kind | Exclusivity | Together |
|---|---|---|---|
| Ohio | gpe | 0.67 | 960 |
| Jon Husted | person | 0.538 | 132 |
| Cleveland | gpe | 0.488 | 88 |
| West Palm Beach | gpe | 0.445 | 28 |
| Youngstown | gpe | 0.439 | 31 |
| Columbus | gpe | 0.431 | 60 |
| GOP | org | 0.43 | 344 |
| Hamilton County | gpe | 0.428 | 14 |
| Springfield | gpe | 0.42 | 18 |
| JD Vance | person | 0.399 | 181 |
| Monroe | gpe | 0.394 | 8 |
| Barack Obama | person | 0.392 | 127 |
| Wayne County | gpe | 0.387 | 7 |
| Vandalia | gpe | 0.379 | 7 |
| Cincinnati | gpe | 0.367 | 25 |
| Newark | gpe | 0.363 | 12 |
| Midwest | loc | 0.346 | 14 |
| Watergate | event | 0.338 | 7 |
| Rose Garden | loc | 0.338 | 7 |
| Palm Beach | gpe | 0.316 | 10 |
| Democratic Party | org | 0.306 | 47 |
| New Republic | gpe | 0.304 | 3 |
| Illinois | gpe | 0.295 | 31 |
| Sioux City | gpe | 0.291 | 6 |
| Ukraine War | event | 0.281 | 14 |
| Detroit | gpe | 0.274 | 21 |
| Heartland | loc | 0.274 | 3 |
| Delaware | gpe | 0.27 | 12 |
| Republican Party | org | 0.265 | 43 |
| U.S. Senate | org | 0.264 | 34 |
Most strongly tied the ties chance explains least
How sure the record is that two names appear together for a reason. Strength is a standard statistical test (log-likelihood): above 10.8, chance would produce the pairing less than once in a thousand times. It grows with the number of articles, so the biggest names come first here; the list on the left is where this name's own company shows.
| Name | Strength | Together |
|---|---|---|
| Ohio | 7840 | 960 |
| GOP | 1782 | 344 |
| Jon Husted | 1053 | 132 |
| JD Vance | 924 | 181 |
| Barack Obama | 665 | 127 |
| Cleveland | 651 | 88 |
| Columbus | 396 | 60 |
| Donald Trump | 363 | 409 |
| Senate | 242 | 127 |
| Youngstown | 229 | 31 |
| West Palm Beach | 213 | 28 |
| Democratic Party | 200 | 47 |
| Michigan | 175 | 64 |
| White House | 161 | 118 |
| Republican Party | 152 | 43 |
Articles per day
The hubs' circles share of each hub's 30 closest names that are also linked to this one
The eight most-named figures each have an inner circle: the thirty names most tied to them. This is how much of each circle this name is also tied to. A count of shared company in the coverage, nothing more.
Shared with White House: Abdul El-Sayed, Barack Obama, Benjamin Netanyahu, COVID-19, Congress, Cook Political Report, Covid, Dan Sullivan, Defense, Democratic Party, Department of Defense, Department of Homeland Security, Department of Justice, Donald Trump, El-Sayed, Elon Musk, GOP, George W. Bush, Google, Hill.
As the sources put it relations a model read from the stories' sources · shown when two or more stories say it
The words are the sources' words, read out by a model; nothing here reads intent. A relation from one story alone is not shown.
- 2 storiesBarack Obama campaigned for Amy Acton Obama campaigns for Democrats in Ohio and Michigan ahead of midterms
The year 1930 articles on 62 days, 2025-11-12 to 2026-10-30 · weekly bars · 14 months on record
Left is a year ago, right is this week. Older days come from headlines only, so their counts run lower than live days.
Named together, month by month · by surprise, among that month's articles · names with a page
Stories that name Amy Acton newest edition first · 40 shown
- 31 Oct
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Names are found by a language model trained to spot them, joined to one spelling per person, and counted per article. The relations are the model's reading of the sources. Everything else is a count of who was written about together; it says nothing about why.