Lead story
Elon Musk’s pick lost in Texas and billionaires Vivek Ramaswamy and Rick Jackson lost their own races, though California’s wealth tax is trailing.
Emotions in this article: Wow 37% · Ahah 36%
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 Nov 4.
Open the timelineWhat the news cycle is clustering around, ranked by how many of the 111 analysed articles mention each signal.
Named most often in the last 24 hours · 262 tracked
People & Orgs · No. 1
8 articles in the last 24 hours · busiest about 12 hours ago
Tone, 8 scored: 0 negative 8 neutral 0 positive
Lead story
Elon Musk’s pick lost in Texas and billionaires Vivek Ramaswamy and Rick Jackson lost their own races, though California’s wealth tax is trailing.
Emotions in this article: Wow 37% · Ahah 36%
Tagged in the same articles (co-occurrence, not cause)
People & Orgs · No. 2
7 articles in the last 24 hours · busiest about 7 hours ago
Tone, 7 scored: 0 negative 7 neutral 0 positive
Lead story
The historic firsts of the 2026 election
Winners up and down the 2026 ballot will make history this year, CNN’s Decision Desk projects, including the first Black woman governor and the first out gay male US senator.
Emotions in this article: Wow 58% · Love 42%
Tagged in the same articles (co-occurrence, not cause)
People & Orgs · No. 3
6 articles in the last 24 hours · busiest about 7 hours ago
Tone, 6 scored: 0 negative 6 neutral 0 positive
Lead story
Trump reacts to Republican losses and declines to take blame
By the time the House and Senate had been called for Democrats on Tuesday, a consensus among members of both parties was forming: voters had rejected President Donald Trump’s record in office, and he would face a starkly different political reality for the remainder of his term.
Emotions in this article: Ahah 36% · Wow 36%
Tagged in the same articles (co-occurrence, not cause)
People & Orgs · No. 4
5 articles in the last 24 hours · busiest about 7 hours ago
Tone, 5 scored: 0 negative 5 neutral 0 positive
Lead story
Incumbent Republican Dave Zimmerman handily wins 99th House District
Republican Rep. Dave Zimmerman was reelected to an eighth term in Pennsylvania’s 99th House District on Tuesday with 68% of the vote. He defeated Democratic challenger Ethan Gabrick, who received
Emotions in this article: Love 56% · Angry 44%
Tagged in the same articles (co-occurrence, not cause)
People & Orgs · No. 5
3 articles in the last 24 hours · busiest this hour
Tone, 3 scored: 0 negative 3 neutral 0 positive
Lead story
PAMT sees Q3 loss of $8 million, revenue up 8%
Tontitown-based carrier PAMT Corp. posted its eighth straight quarterly loss as revenue rose for the second consecutive quarter amid rising rates and costs. After markets closed Monday (Nov. 2), PAMT...
Emotions in this article: Wow 55% · Sad 45%
People & Orgs · No. 6
2 articles in the last 24 hours · busiest this hour
Tone, 2 scored: 0 negative 2 neutral 0 positive
Lead story
Askeland upsets Ladyman in House race
In a surprise state house race, Democrat Erika Askeland defeated her incumbent opponent Jack Ladyman R-Jonesboro on election night (Nov. 3). With more than 100% of the votes counted, she...
Emotions in this article: Wow 75% · Sad 25%
Locations the coverage keeps returning to · 100 tracked
Places · No. 1
7 articles in the last 24 hours · busiest about 9 hours ago
Tone, 7 scored: 0 negative 7 neutral 0 positive
Lead story
Trump reacts to Republican losses and declines to take blame
By the time the House and Senate had been called for Democrats on Tuesday, a consensus among members of both parties was forming: voters had rejected President Donald Trump’s record in office, and he would face a starkly different political reality for the remainder of his term.
Emotions in this article: Ahah 36% · Wow 36%
Tagged in the same articles (co-occurrence, not cause)
Places · No. 2
6 articles in the last 24 hours · busiest about 5 hours ago
Tone, 6 scored: 1 negative 5 neutral 0 positive
Lead story
Elon Musk’s pick lost in Texas and billionaires Vivek Ramaswamy and Rick Jackson lost their own races, though California’s wealth tax is trailing.
Emotions in this article: Wow 37% · Ahah 36%
Tagged in the same articles (co-occurrence, not cause)
Places · No. 3
5 articles in the last 24 hours · busiest about 3 hours ago
Tone, 5 scored: 0 negative 5 neutral 0 positive
Lead story
Democratic candidates Acton, Brown win on historic night in Ohio politics
Voters selected in the first woman to be elected governor in Ohio and returned former U.S. Sen. Sherrod Brown to Washington.
Emotions in this article: Wow 57% · Love 43%
Tagged in the same articles (co-occurrence, not cause)
Places · No. 4
3 articles in the last 24 hours · busiest about 2 hours ago
Tone, 3 scored: 0 negative 3 neutral 0 positive
Lead story
Letters: Science isn’t scary, it’s educational | Book-ban hypocrisy
Science is wonder; evolution isn’t scary Regarding the claim that the state education plan is de-emphasizing evolution (“Florida education chief defends science plan as critics say it ‘danced around’ evolution,” Oct. 28): Science is won…
Emotions in this article: Wow 58% · Ahah 42%
Tagged in the same articles (co-occurrence, not cause)
Recurring themes in how stories are framed · 10 tracked
Narrative frames · No. 1
41 articles in the last 24 hours · busiest about 8 hours ago
Tone, 41 scored: 3 negative 35 neutral 3 positive
Lead story
Trump reacts to Republican losses and declines to take blame
By the time the House and Senate had been called for Democrats on Tuesday, a consensus among members of both parties was forming: voters had rejected President Donald Trump’s record in office, and he would face a starkly different political reality for the remainder of his term.
Emotions in this article: Ahah 36% · Wow 36%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 2
27 articles in the last 24 hours · busiest about 19 hours ago
Tone, 27 scored: 0 negative 22 neutral 5 positive
Lead story
Askeland upsets Ladyman in House race
In a surprise state house race, Democrat Erika Askeland defeated her incumbent opponent Jack Ladyman R-Jonesboro on election night (Nov. 3). With more than 100% of the votes counted, she...
Emotions in this article: Wow 75% · Sad 25%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 3
18 articles in the last 24 hours · busiest about 12 hours ago
Tone, 18 scored: 0 negative 18 neutral 0 positive
Lead story
VSU Science Café to Explore Infectious Disease Threats
VALDOSTA — A VSU biology professor will discuss infectious diseases, mosquitoes, ticks, and evolving health threats on Nov. 12.
Emotions in this article: Love 50% · Wow 50%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 4
14 articles in the last 24 hours · busiest about 20 hours ago
Tone, 14 scored: 1 negative 12 neutral 1 positive
Lead story
Police investigating 6 business burglaries on same street in Rogers Park
At least six businesses were broken into on the same street in Rogers Park overnight.
Emotions in this article: Sad 34% · Ahah 33%
Tagged in the same articles (co-occurrence, not cause)
Narrative frames · No. 5
9 articles in the last 24 hours · busiest about 17 hours ago
Tone, 9 scored: 0 negative 9 neutral 0 positive
Lead story
Tulsans approve hotel tax hike backed by business groups
Tulsa voters approved a measure to raise the city’s lodging tax from 5% to 9.9%. The new revenue will pay for upgrades at BOK Center and Arvest Convention Center.
Emotions in this article: Wow 37% · Love 36%
Narrative frames · No. 6
6 articles in the last 24 hours · busiest this hour
Tone, 6 scored: 1 negative 5 neutral 0 positive
Lead story
How to Maintain Muscle Mass as You Age With Diet and Exercise
Adequate protein intake and resistance exercise support muscle strength and function during aging, when muscles often respond less strongly to dietary protein. Evidence for supplements varies, with creatine showing benefits alongside resistance
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 holding steady: 3 articles in the last 7 full days vs 2 the week before.
9 articles · 9 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| California + Donald Trump | 7 | 78% |
| California + Ohio | 2 | 22% |
| California + Texas | 2 | 22% |
| Donald Trump + Ohio | 3 | all articles |
| Donald Trump + Texas | 7 | all articles |
| Ohio + Texas | 2 | all articles |
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.
Winners up and down the 2026 ballot will make history this year, CNN’s Decision Desk projects, including the first Black woman governor and the first out gay male US senator.
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
Melissa Rycroft has been arrested on suspicion of driving while intoxicated, again. The "Bachelor" and "Dancing With the Stars" reality television star was arrested after Southlake, Texas, police say that
Read story Analyze entertainment
With days to Election Day, time is running out for some of the more extreme pre-election doomsday scenarios that have percolated as a result of President Donald Trump’s chronic and unfounded rhetoric about widespread fraudulent voting.
Read story Analyze politics
The panel’s 2-1 ruling is the latest setback for the Trump administration’s efforts to assert control over state-run elections
Read story Analyze politics
Coverage is easing: 2 articles in the last 7 full days vs 3 the week before.
6 articles · 6 of 21 days
Discovered by analysis Grouped automatically from entity tags, not editorially curated.
| Tagged together | Articles | Share of thread |
|---|---|---|
| Michigan + El-Sayed | 4 | 67% |
| Michigan + Mike Rogers | 3 | 50% |
| Michigan + Donald Trump | 6 | 100% |
| Michigan + Senate | 3 | 50% |
| El-Sayed + Mike Rogers | 3 | all articles |
| El-Sayed + Donald Trump | 4 | all articles |
| El-Sayed + Senate | 3 | all articles |
| Mike Rogers + Donald Trump | 3 | all articles |
| Mike Rogers + Senate | 2 | all articles |
| Donald Trump + Senate | 15 | 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.
In a ‘tele-rally’ phone call, President Donald Trump called Michigan’s US Senate race the ‘most important’ in state history.
Read story Analyze politics
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
There’s been a lot of talk this midterm election season about socialism. But only a handful of candidates running for Congress actually align with the far-left wing of the party
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

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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