Research Tools
Discourse Analysis
Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.
Comments Labeled
44,412
of 487,977 total
Coverage
9.1%
of eligible comments
Categories Active
14
of 14 discourse types
Avg Confidence
0.807
classifier confidence
Model
Claude Haiku
multi-label classification
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Unverified Claim
3,221 comments
Trump la marionnette de poutine
Trump la marionnette de poutine
Makes a specific factual assertion (Trump is Putin's puppet) without evidence.
Unverified Claim
0.70
@gaetanogiambarresi9967
Mar 4, 2025
Excellent work you know where is illegally Indian people in Canada 🇨🇦👏🏻👌🏻
Excellent work you know where is illegally Indian people in Canada 🇨🇦👏🏻👌🏻
Makes a specific factual claim about illegal Indian immigration in Canada without providing evidence or context.
Unverified Claim
0.70
santigodelaTorre
Jan 27, 2026
First Nick the Scout, then Tyler the Provocator and at last NO ICE in Beautiful Canada.
First Nick the Scout, then Tyler the Provocator and at last NO ICE in Beautiful Canada.
References to named individuals with cryptic framing suggesting conspiracy theories about immigration and Canadian institutions.
creosl
Jan 27, 2026
President Krasnov only wants to collapse the US
President Krasnov only wants to collapse the US
Makes a specific factual claim about a leader's intentions (wanting to collapse the US) without evidence, presented as established fact.
@OPFOR-SQUAD
Mar 4, 2025
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were …
It wouldn’t have cost this much to deal with this had the liberal government allowed so many terrorists in at the beginning. Don’t forget the 2 Isis fighters caught in summer of 2023 who were given papers to come into Canada in 2016 by none other than this very liberal government. Immigration minister Marc miller who is still a cabinet mp in a different position
Makes claims about ISIS fighters and immigration minister approval that require verification; blames liberal government for security failures.
krism1815
Feb 18, 2026
US President Krasnov-Trump appears to have but one mission: dismantle the USA
US President Krasnov-Trump appears to have but one mission: dismantle the USA
Makes a specific factual claim about a political figure's intentions without evidence, presented as established fact.
@Joe_Terra_Citizen
Mar 4, 2025
Even Uganda deported Indians
Even Uganda deported Indians
References Uganda's deportation of Indians as a factual claim (likely referring to 1972 expulsion) used to support an implicit argument about Canada.
MastaBaitaAmbatukam
Jan 27, 2026
Inflation cominnup cuz biden he did Trump never did . And why biden give 300 billón dollars to ucraine. You. Canadian. . bla bla bla. Never Say ..Word to biden hmmm
Inflation cominnup cuz biden he did Trump never did . And why biden give 300 billón dollars to ucraine. You. Canadian. . bla bla bla. Never Say ..Word to biden hmmm
Makes specific factual claims about inflation causation and foreign aid spending without evidence, though presentation is incoherent.
@PedroRivadeneira-n5x
Mar 4, 2025
Today onward there will be military mission with Canada..
Today onward there will be military mission with Canada..
Makes an unsubstantiated claim about future military action between US and Canada without evidence.
@thilinarajakaruna8478
Mar 4, 2025
In 2022, the CDC reported over 90,000 drug overdose deaths, with a large portion linked to prescription medications—mainly opioids.\n\nIn 2022, there were about 73,000 fentanyl-related overdose deaths in the U.S., according to the National Institute …
In 2022, the CDC reported over 90,000 drug overdose deaths, with a large portion linked to prescription medications—mainly opioids.\n\nIn 2022, there were about 73,000 fentanyl-related overdose deaths in the U.S., according to the National Institute on Drug Abuse \n\nTobacco kills approximately 480,000 people per year in the U.S.\n\nThis includes 41,000 deaths from secondhand smoke exposure.\n\nWith these numbers you’re think we’d be going after big pharmaceutical companies and tobacco companies if Trump is so concerned with the health of Americans! ??♂️ \n\nThere’s no way these tariffs are about fetanyl ! He’s INTENTIONALLY crashing the market so he can buy low
Commenter presents specific factual claims about drug deaths and tobacco mortality, then makes an unsubstantiated conspiracy claim that tariffs are intentionally designed to crash markets.
@Thereallyjonez
Mar 4, 2025
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Krasnov Trump says repeatedly its America First, but his actions have clearly shown from his actions its Russia First
Makes a specific factual claim that Trump's actions prioritize Russia over America without providing evidence, suggesting hidden allegiances.
@rrw-qk1xk
Mar 4, 2025
Of course it's not about fentanyl. This is about isolating the US from its allies, destroying the North American dream, profiting off its people, and aiding Putin's global plans.
Of course it's not about fentanyl. This is about isolating the US from its allies, destroying the North American dream, profiting off its people, and aiding Putin's global plans.
Makes unsubstantiated claims about hidden motives (isolating US, aiding Putin) presented as fact without evidence.
@riverbeee9643
Mar 4, 2025
India is like Zionist Israel which wants to control all aspects of life
India is like Zionist Israel which wants to control all aspects of life
Makes a sweeping, unsubstantiated comparison between India and Israel using inflammatory language.
IvanCuex
Feb 23, 2026
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Manusmriti 11.149: States that a Brahmin who accidentally drinks water left by a Shudra must undergo a purification ritual (drinking water boiled with Kusa grass for three days).
Posts another religious text quote out of context, appearing to support caste-based discrimination through selective scriptural citation.
Unverified Claim
0.70
GrambanglaRestaurant
Feb 23, 2026
Im not saying Trumps a Russian asset...but if someone were to be one...theyd use his playbook. Pulling out of Ukraine aid, voting with Russia interest in NATO, trade wars with our closest allies....Putin..release the pee …
Im not saying Trumps a Russian asset...but if someone were to be one...theyd use his playbook. Pulling out of Ukraine aid, voting with Russia interest in NATO, trade wars with our closest allies....Putin..release the pee pee tapes so we can go back to normal already.
Makes specific factual assertions about political alignment with Russian interests without evidence, wrapped in satirical framing.
@jessejames5109
Mar 4, 2025
what president Putin has to do with all your rubbish Mr. Idiot president.?… with all your stupid decisions between you and Donald you dumb don’t blame Russia on that
what president Putin has to do with all your rubbish Mr. Idiot president.?… with all your stupid decisions between you and Donald you dumb don’t blame Russia on that
Makes an unsubstantiated claim linking Putin to the PM's decisions without evidence, while also insulting the speaker.
@Latitude2010
Mar 4, 2025
The world hates the USA?
The world hates the USA?
Presents a broad factual claim about global sentiment toward the USA without evidence, framed as a question.
@Kathryngetman
Mar 4, 2025
LOL imagine thinking russia and donald drumph are enemies. How could it possibly be any more obvious that the potus has been bought by the russian oligarchy?
LOL imagine thinking russia and donald drumph are enemies. How could it possibly be any more obvious that the potus has been bought by the russian oligarchy?
Makes unsubstantiated conspiracy claim about Trump being bought by Russian oligarchy, presented with sarcastic tone.
@1TreeStudio
Mar 4, 2025
Canada Border Services..As of late 2025 and early 2026, the Canada Border Services Agency (CBSA) is actively managing a "wanted" inventory of approximately 30,000 to 32,000 individuals with active deportation warrants.
Canada Border Services..As of late 2025 and early 2026, the Canada Border Services Agency (CBSA) is actively managing a "wanted" inventory of approximately 30,000 to 32,000 individuals with active deportation warrants.
Presents specific statistics about deportation warrants that appear fabricated or unverified, designed to amplify security concerns.
davidimrie9548
Feb 26, 2026
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts. The Honourable Lena Metlege Diab is the current …
More BS from a supposedly neutral balanced media outlet. At least when the CBC have a panel they have one from each party. Here are the facts.
The Honourable Lena Metlege Diab is the current Minister of Immigration, Refugees and Citizenship. She was appointed to the role in May 2025 by Prime Minister Mark Carney following the April 2025 federal election.
Her current activity is defined by a shift toward more restrictive and "talent-focused" policies. Here is the technical breakdown of her recent initiatives:
1. 2026 Express Entry Overhaul
On February 18, 2026, Diab announced significant adjustments to the Express Entry system. The primary objective is to transition from broad intake to "sustainable levels" while addressing specific labor gaps.
* New Categories: Streams were added for researchers, senior managers, transport occupations (pilots/mechanics), and foreign military personnel recruited by the Canadian Armed Forces.
* Medical Priority: A specific category was introduced for foreign medical doctors already possessing Canadian work experience.
* Tightened Requirements: She doubled the category-specific work experience requirement from 6 months to 12 months. This move is designed to narrow the candidate pool and prioritize those with deeper integration into the Canadian labor market.
2. Legislative Reform (Bill C-12)
Diab is currently championing a major immigration and border security bill (C-12), which is moving through its third reading in the Senate as of February 26, 2026.
* Executive Power: The bill grants the Governor in Council (acting on cabinet advice) broad authority to vary, cancel, or suspend immigration documents and applications in the "public interest."
* Asylum Restrictions: Diab has been vocal about curbing what she terms "fraudulent" claims. The legislation proposes making anyone who has been in Canada for over a year ineligible to claim asylum, and it restricts claims from those entering via land borders outside official ports of entry.
3. Shift in Strategy
The Minister’s rhetoric marks a pivot from previous Liberal administrations. Her current messaging focuses on "taking back control" of immigration levels. While she continues to promote the recruitment of "the best and brightest," she has explicitly stated the government's goal is to reduce the total annual number of both permanent and temporary residents.
Summary Table
| Focus Area | Recent Action |
|---|---|
| Express Entry | Increased experience threshold to 12 months; added military/researcher streams. |
| Asylum Policy | Supporting Bill C-12 to restrict claims made after 1 year of residency. |
| Staffing | Recently appointed Isaac MacDonald (former P.E.I. Liberal executive) as Director of Parliamentary Affairs.
Presents detailed but fabricated future policy details (2025-2026 dates, fictional minister) as factual, mixing media criticism with false claims.
pwdrhrn
Feb 26, 2026
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Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).
Discourse Taxonomy
Category Distribution
Primary discourse type assigned to each comment
Classifier Confidence
Distribution of confidence scores across all labeled comments
Discourse Over Time
Top 6 discourse types by month — how framing evolves over time
Category Co-occurrence
Which discourse types most frequently appear together on the same comment
Top Channels by Discourse Type
Identity Assertion
CNN
2,313
Tyler Oliveira
1,991
RocaNews
467
JamCan
274
Yoke Immigration Canada
89
Solidarity
CNN
4,297
Tyler Oliveira
400
RocaNews
75
JamCan
36
CTV Your Morning
32
Policy Critique
CNN
3,445
Tyler Oliveira
551
Toronto Sun
340
CTV News
268
RocaNews
235
Humor / Satire
CNN
2,078
Tyler Oliveira
1,667
RocaNews
241
Global News
89
CTV News
68
Fear / Threat
Tyler Oliveira
1,549
CNN
1,332
RocaNews
321
JamCan
204
Toronto Sun
118
Meta-Commentary
Tyler Oliveira
1,702
CNN
1,478
RocaNews
168
CTV News
81
JamCan
77
Unverified Claim
CNN
1,480
Tyler Oliveira
820
RocaNews
203
Yoke Immigration Canada
203
JamCan
152
Moral Argument
CNN
1,733
Tyler Oliveira
704
RocaNews
205
JamCan
73
CTV Your Morning
23
Classified by Claude Haiku (Anthropic)
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14-category DH taxonomy
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Discourse Quality (Perspective API)