Lead story
Read about the latest developments at Stanford in this week’s Research Roundup.
Emotions in this article: Wow 53% · Ahah 47%
Reading Lens
Narrow the feed by depth and by source. Pick a starting point, then fine-tune it.
Each dot is an article. Lit dots match your lens (illustrative).
Deep-dive reporting from high-signal publishers.
An article that mentions a lot of specific people, places and organizations (32 or more mentions). It's a signal of detailed reporting, not a guarantee of quality.
NBC News, CBS News, ABC News, NPR, Axios, Associated Press. A curated list of outlets with consistently strong reporting.
Or start with a topic
US–Iran confrontation
How coverage of the US–Iran confrontation moved from nuclear talks and strike threats to open war, a fragile ceasefire, a blockade and a long stalemate.
From the data Counts from archived articles, as of Oct 26.
Open the timelineWhat the news cycle is clustering around, ranked by how many of the 96 analysed articles mention each signal.
Named most often in the last 24 hours · 214 tracked
People & Orgs · No. 1
3 articles in the last 24 hours · busiest this hour
Tone, 3 scored: 0 negative 3 neutral 0 positive
Lead story
Read about the latest developments at Stanford in this week’s Research Roundup.
Emotions in this article: Wow 53% · Ahah 47%
Tagged in the same articles (co-occurrence, not cause)
People & Orgs · No. 2
3 articles in the last 24 hours · busiest about 7 hours ago
Tone, 3 scored: 0 negative 3 neutral 0 positive
Lead story
Attackers kill nurse, severely injure health worker responding to Ebola case in eastern Congo
BUTEMBO, Congo (AP) — A nurse was killed and a health worker severely injured after being attacked while responding to an Ebola alert in Congo, according to the World Health Organization.
Emotions in this article: Ahah 41% · Wow 36%
Tagged in the same articles (co-occurrence, not cause)
People & Orgs · No. 3
3 articles in the last 24 hours · busiest about 10 hours ago
Tone, 3 scored: 0 negative 3 neutral 0 positive
Lead story
U.S. measles cases more than double what they were last year as outbreak spreads
Pennsylvania is the worst hit state, with at least 1,338 cases of measles confirmed in 44 counties so far this year, according to the Pennsylvania Department of Health.
Emotions in this article: Wow 100%
Tagged in the same articles (co-occurrence, not cause)
People & Orgs · No. 4
2 articles in the last 24 hours · busiest about 4 hours ago
Tone, 2 scored: 0 negative 2 neutral 0 positive
Lead story
Political expert explains what Vice President JD Vance’s upcoming visit means for Kansas
Vice President JD Vance is hosting a rally in Topeka Monday.
Emotions in this article: Wow 42% · Ahah 33%
People & Orgs · No. 5
2 articles in the last 24 hours · busiest about 5 hours ago
Tone, 2 scored: 0 negative 2 neutral 0 positive
Lead story
San Anselmo businesses prepare for potential El Niño flooding as winter approaches
Emotions in this article: Wow 100%
People & Orgs · No. 6
2 articles in the last 24 hours · busiest about 6 hours ago
Tone, 2 scored: 0 negative 2 neutral 0 positive
Lead story
Not sure who to vote for? Here are the main political parties ahead of Israeli elections
From Netanyahu’s Likud to Eisenkot’s Yashar and Winter’s Amcha Israel, the contenders differ on security, military service, religion and the courts
Emotions in this article: Ahah 56% · Wow 44%
Locations the coverage keeps returning to · 81 tracked
Places · No. 1
5 articles in the last 24 hours · busiest about 2 hours ago
Tone, 5 scored: 0 negative 5 neutral 0 positive
Lead story
U.S. measles cases more than double what they were last year as outbreak spreads
Pennsylvania is the worst hit state, with at least 1,338 cases of measles confirmed in 44 counties so far this year, according to the Pennsylvania Department of Health.
Emotions in this article: Wow 100%
Tagged in the same articles (co-occurrence, not cause)
Places · No. 2
3 articles in the last 24 hours · busiest about 7 hours ago
Tone, 3 scored: 0 negative 3 neutral 0 positive
Lead story
Attackers kill nurse, severely injure health worker responding to Ebola case in eastern Congo
BUTEMBO, Congo (AP) — A nurse was killed and a health worker severely injured after being attacked while responding to an Ebola alert in Congo, according to the World Health Organization.
Emotions in this article: Ahah 41% · Wow 36%
Tagged in the same articles (co-occurrence, not cause)
Places · No. 3
2 articles in the last 24 hours · busiest about 4 hours ago
Tone, 2 scored: 0 negative 2 neutral 0 positive
Lead story
What analysts are watching in the Texas Senate race, CBS News political experts weigh in
Emotions in this article: Wow 100%
Tagged in the same articles (co-occurrence, not cause)
Places · No. 4
2 articles in the last 24 hours · busiest about 5 hours ago
Tone, 2 scored: 0 negative 2 neutral 0 positive
Lead story
Antelope Island bison roundup brings together family tradition and herd health
Hundreds of riders took part in Saturday's annual bison roundup at Antelope Island State Park, helping move the animals into corrals. The tradition helps with herd health.
Emotions in this article: Wow 45% · Love 30%
Recurring themes in how stories are framed · 10 tracked
Narrative frames · No. 1
36 articles in the last 24 hours · busiest about 19 hours ago
Tone, 36 scored: 2 negative 33 neutral 1 positive
Lead story
Aleksandar Vucic concedes defeat in Serbia's parliamentary election, marking political shift
Aleksandar Vucic, who denounced the oppositional student movement as a foreign-led attempt to unseat him, led with virtually absolute power for 14 years.
Emotions in this article: Wow 56% · Love 44%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 2
24 articles in the last 24 hours · busiest about 2 hours ago
Tone, 24 scored: 4 negative 20 neutral 0 positive
Lead story
What analysts are watching in the Texas Senate race, CBS News political experts weigh in
Emotions in this article: Wow 100%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 3
21 articles in the last 24 hours · busiest about 4 hours ago
Tone, 21 scored: 4 negative 16 neutral 1 positive
Lead story
MedStar Health expert warns parents about illnesses affecting teens and college students
CBS News Baltimore spoke with an expert at MedStar Health about common illnesses among teens and college students, including mononucleosis, strep throat and skin infections.
Emotions in this article: Wow 45% · Angry 33%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 4
15 articles in the last 24 hours · busiest about 1 hour ago
Tone, 15 scored: 1 negative 14 neutral 0 positive
Lead story
San Anselmo businesses prepare for potential El Niño flooding as winter approaches
Emotions in this article: Wow 100%
Narrative frames · No. 5
10 articles in the last 24 hours · busiest about 7 hours ago
Tone, 10 scored: 0 negative 8 neutral 2 positive
Lead story
The Rise of Independent Voters Is Reshaping American Politics
In this Fulcrum Roundtable discussion, Jeremy Gruber of Open Primaries explains why voters are leaving the major parties, how closed primaries limit participation, and what reforms could expand representation for nearly half the country.
Emotions in this article: Angry 50% · Wow 50%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 6
7 articles in the last 24 hours · busiest about 2 hours ago
Tone, 7 scored: 1 negative 4 neutral 2 positive
Lead story
Derrick Harriott shaped and preserved our music
Minister of Culture, Gender, Entertainment and Sport Olivia Grange has said that, with the death of Derrick Clifton Harriott, Jamaica, sadly, has lost another of the icons who helped to shape the trajectory and reach of the country’s musical genres. Derrick Harriott was a producer, singer, and record distributor who contributed to the development of the ska, rocksteady and reggae genres. He died Saturday morning. He was 87 years old.
Emotions in this article: Love 71% · Sad 29%
Counts are articles from the last 24 hours whose analysis tags each signal; narrative frames are topic scores of 0.2 or higher. “Tagged in the same articles” is co-occurrence only: it doesn’t mean one signal causes, influences or is connected to another.
Story Threads
Each thread is a story that has kept appearing across publishers for weeks. The strip shows daily coverage; the chips show the people and places most often tagged alongside it.
Last 21 days · updated
Coverage is easing: 2 articles in the last 7 full days vs 4 the week before.
9 articles · 7 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| Russia + Ukraine | 7 | 78% |
| Russia + Zelensky | 3 | 33% |
| Russia + Donald Trump | 7 | 78% |
| Russia + U.S. | 3 | 33% |
| Ukraine + Zelensky | 3 | all articles |
| Ukraine + Donald Trump | 6 | all articles |
| Ukraine + U.S. | 2 | all articles |
| Zelensky + Donald Trump | 2 | all articles |
| Donald Trump + U.S. | 19 | all articles |
Select a name to see how often it is tagged with Russia.
Read these articlesLine thickness and numbers are counts of articles tagged with both names. Co-tagging shows that names appear together, not that one causes or explains the other.
Polish Foreign Minister Radosław Sikorski warned Elon Musk against mixing business with politics, emphasizing that Europe holds cards in peace talks.
Read story Analyze politics
Trump's unexpected move comes a week after he said the U.S. had agreed to purchase diesel from Russia to try to bring down global energy prices.
Read story Analyze politics
With elections looming in 2027, Roberto Vannacci’s new far-right movement could fatally outflank the prime minister, says Riccardo Alcaro, head of research at Istituto Affari Internazionali
Read story Analyze politics
As President Donald Trump and his administration have ratcheted up pressure on Ukraine to stop striking Russian refineries, citing harm to American consumers, they have remained silent on recent Russian strikes on US businesses in Ukraine.
Read story Analyze business
U.S. Senator Martin Heinrich is denouncing President Trump’s announcement that the U.S. will purchase diesel from Russia in an effort to lower fuel prices.
Read story Analyze business
Coverage is holding steady: 2 articles in the last 7 full days vs 2 the week before.
7 articles · 6 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| JD Vance + Donald Trump | 7 | 100% |
| JD Vance + Ohio | 2 | 29% |
| JD Vance + Senate | 2 | 29% |
| Donald Trump + Ohio | 8 | all articles |
| Donald Trump + Senate | 19 | all articles |
| Ohio + Senate | 4 | all articles |
Select a name to see how often it is tagged with JD Vance.
Read these articlesLine thickness and numbers are counts of articles tagged with both names. Co-tagging shows that names appear together, not that one causes or explains the other.
Vice President JD Vance is hosting a rally in Topeka Monday.
Read story Analyze politics
New on "Stress Test": This cycle's shameless spree is bigger and more brazen than ever. Voters might finally be fed up.
Read story Analyze politics
There are signs the United States is shifting its policy towards Myanmar, formerly a global pariah.
Read story Analyze business
The latest episode of "Stress Test": God is on the ballot in November.
Read story Analyze politics
It’s getting ugly out there.
Read story Analyze politics
Coverage is easing: 3 articles in the last 7 full days vs 2 the week before.
7 articles · 7 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| Michigan + El-Sayed | 5 | 71% |
| Michigan + Abdul El-Sayed | 3 | 43% |
| Michigan + Mike Rogers | 3 | 43% |
| Michigan + Senate | 6 | 86% |
| Michigan + Donald Trump | 7 | 100% |
| El-Sayed + Abdul El-Sayed | 3 | all articles |
| El-Sayed + Mike Rogers | 3 | all articles |
| El-Sayed + Senate | 5 | all articles |
| El-Sayed + Donald Trump | 5 | all articles |
| Abdul El-Sayed + Mike Rogers | 3 | all articles |
| Abdul El-Sayed + Senate | 3 | all articles |
| Abdul El-Sayed + Donald Trump | 3 | all articles |
| Mike Rogers + Senate | 3 | all articles |
| Mike Rogers + Donald Trump | 3 | all articles |
| Senate + Donald Trump | 19 | all articles |
Select a name to see how often it is tagged with Michigan.
Read these articlesLine thickness and numbers are counts of articles tagged with both names. Co-tagging shows that names appear together, not that one causes or explains the other.
The former president spoke alongside the Democratic Senate nominee in Detroit as the Senate contest could come down to the city’s large Black electorate
Read story Analyze politics
Michigan and Kansas Senate candidates clashed over Trump, the economy and health care in high-stakes debates ahead of Election Day.
Read story Analyze health
Jocelyn Benson and John James made their cases to become Michigan’s next governor in their second and final debate, sparring over health care costs, President Donald Trump, and the record of Democrats in Lansing.
Read story Analyze health
It’s getting ugly out there.
Read story Analyze politics
Coverage is holding steady: 2 articles in the last 7 full days vs 1 the week before.
7 articles · 5 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| California + Ashley Zavala | 3 | 43% |
| California + Donald Trump | 5 | 71% |
Select a name to see how often it is tagged with California.
Read these articlesLine thickness and numbers are counts of articles tagged with both names. Co-tagging shows that names appear together, not that one causes or explains the other.
A panel of federal appellate judges on Sunday questioned the timing, constitutionality and authority of the Justice Department's demand
Read story Analyze politics
California is trying to block the Trump administration's voter lawsuit. Here’s what the attorney general said in a court filing.
Read story Analyze politics
We look at where things are in the deal President Trump says he made to import Russian diesel, plus the reason why the Justice Department is suing California.
Read story Analyze politics
As California Attorney General Rob Bonta seeks reelection, he emphasized his effort to protecting Californians’ rights, address affordability, and improve public safety during his time in office in an interview on California Politics 360.
Read story Analyze politics
Assemblymember Maggy Krell, a former sex crimes prosecutor for the California Department of Justice, spoke about the alleged sexual assault at Cornell University, calling it a "moment of reckoning" and emphasizing the need for stronger e…
Read story Analyze politics
Coverage is easing: 3 articles in the last 7 full days vs 3 the week before.
8 articles · 6 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| Ohio + Acton | 3 | 38% |
| Ohio + Amy Acton | 3 | 38% |
| Ohio + JD Vance | 2 | 25% |
| Ohio + Donald Trump | 7 | 88% |
| Ohio + Senate | 3 | 38% |
| Acton + Amy Acton | 2 | all articles |
| Acton + Donald Trump | 2 | all articles |
| Amy Acton + Donald Trump | 3 | all articles |
| JD Vance + Donald Trump | 8 | all articles |
| JD Vance + Senate | 3 | all articles |
| Donald Trump + Senate | 19 | all articles |
Select a name to see how often it is tagged with Ohio.
Read these articlesLine thickness and numbers are counts of articles tagged with both names. Co-tagging shows that names appear together, not that one causes or explains the other.
Republican Vivek Ramaswamy on Friday defended his campaign’s ad featuring the estranged mother of Democratic rival Dr. Amy Acton in the closely watched race for Ohio governor.
Read story Analyze politics
President Donald Trump has urged Vivek Ramaswamy, the Republican nominee for Ohio governor, to keep running a controversial ad. The ad features the estranged mother of Democratic opponent Amy Acton.
Read story Analyze politics
President Donald Trump has been undermining his own party for months, continuously causing more headaches for Republicans even long after most presidents would’ve taken the Election Day cue to rein themselves in.
Read story Analyze politics
It’s getting ugly out there.
Read story Analyze politics
President Donald Trump blasted Rep. Ilhan Omar at an Ohio rally as crowds chanted "deport" hours after federal agents searched the congresswoman's home.
Read story Analyze politics
Coverage is holding steady: 1 articles in the last 7 full days vs 2 the week before.
6 articles · 5 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| Medicaid + U.S. | 3 | 50% |
| Medicaid + Donald Trump | 3 | 50% |
| U.S. + Donald Trump | 19 | all articles |
Select a name to see how often it is tagged with Medicaid.
Read these articlesLine thickness and numbers are counts of articles tagged with both names. Co-tagging shows that names appear together, not that one causes or explains the other.
Trump’s bill expected to leave close to 40,000 Central Coast residents without health coverage, another 37,000 with higher premiums, and a roughly $40 million initial impact on Cottage.
Read story Analyze health
Democratic Sen. Mark Warner of Virginia is leaning into a major expansion of U.S. health insurance coverage as he prepares for what’s likely to be his final term in office, in contrast to his earlier years on Capitol Hill marked by a mor…
Read story Analyze health
As the midterms approach, Congressman Ryan McKenzie and Democratic candidate for Congress Bob Brooks talked about the race for Battleground Politics.
Read story Analyze politics
Trust in the U.S. healthcare system has plummeted in recent years.
Read story Analyze science
Dr. Mehmet Oz met with U.S. Rep. Adrian Smith at Memorial Community Hospital in Blair to discuss Nebraska’s $218 million allocation through the Rural Health Transformation Program.
Read story Analyze health

Looking to launch our first startup, we started developing our first cut at a news platform that performed NLP analyses of online news articles. It was an incredibly eye-opening project that taught us a lot about startups and technology!

Up until this time, we were paying a third-party vendor to use their NLP API for webpage and raw text analysis. Then, in an effort to save money and reduce dependencies, we decided to develop our own NLP API in-house!

In 2020, we started exploring new ways of leveraging our NLP API. We wanted to create an echo chamber of news and media products that did NLP analyses of online content. We started by creating a website that analyzed sports articles using the StumbleUpon UX!

Due to the massive code bloat of our first news product, we decided to turn the project into a learning experience and develop a newer, more focused news platform called Scroll News, that simplifies and streamlines the news consumption process. Which brings us to today! Welcome to Scroll News!
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