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
Why are we doing this to Canda but lifting sanctions on Russian,selling golden visa s to what will be mostly Russian,allowfor the 1st time in histry TASS Russian state tv in the oval office and …
Why are we doing this to Canda but lifting sanctions on Russian,selling golden visa s to what will be mostly Russian,allowfor the 1st time in histry TASS Russian state tv in the oval office and our President having private conversations with Putin WTF is going on in America ??????
Makes specific factual claims about sanctions policy, visa sales, and media access without evidence, framed as alarming inconsistencies.
@scruffyguy5695
Mar 4, 2025
It's now only a matter of time before the US screws the Australians over.
It's now only a matter of time before the US screws the Australians over.
Makes a speculative claim about future US-Australia relations without evidence, comparing geopolitical outcomes.
@CombatMosquitoTrainer
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
he'll be making a deal within the week
he'll be making a deal within the week
Makes a specific predictive claim about the PM making a deal within a week without evidence or context.
Unverified Claim
0.70
@AlAnsikk
Mar 4, 2025
Trumps hitting Canada with tariffs because Melania was going Gaga over Trudeau. What a spiteful disgusting excuse for a human being let alone president. Him and his best girlfriend eyeliner Vance.
Trumps hitting Canada with tariffs because Melania was going Gaga over Trudeau. What a spiteful disgusting excuse for a human being let alone president. Him and his best girlfriend eyeliner Vance.
Makes an unsubstantiated claim about Trump's tariff motivation (Melania's attraction to Trudeau) while condemning Trump's character.
@cadillacjack4597
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
Soon we gonna see 50%
Soon we gonna see 50%
Vague claim about a future demographic or statistical threshold ('50%') presented without context or evidence, suggesting alarmism.
@MrChand12
Mar 5, 2025
Let’s be honest.. BLACKROCK owns two floors of realestate in central Sydney…so there is some connections.. Not that either are beautiful.. Australia does not need Globalism.. Australia needs to enjoy their Country. Is that a …
Let’s be honest.. BLACKROCK owns two floors of realestate in central Sydney…so there is some connections.. Not that either are beautiful.. Australia does not need Globalism.. Australia needs to enjoy their Country. Is that a bad thing ???? if other Countries cannot get thier countries together.. You need to work harder.. and not have so many of your people leave
Makes unsubstantiated claims about BlackRock's real estate holdings and globalist connections while critiquing globalism generally.
@robrichardson1284
Mar 5, 2025
MAGA is a cult, and it's leader is a Russian puppet
MAGA is a cult, and it's leader is a Russian puppet
Makes specific factual claim that MAGA is a cult and Trump is a Russian puppet without evidence, presented as assertion.
@zimti7390
Mar 5, 2025
YEET THE JEET
YEET THE JEET
Slur-based phrase that appears to mock or demean a specific ethnic group, combining offensive language with potential satirical intent.
nightdad777
Mar 3, 2026
She is unfit and mentally ill to serve in the United States Armed Forces facts. Don’t care about your feelings.
She is unfit and mentally ill to serve in the United States Armed Forces facts. Don’t care about your feelings.
Makes an unsubstantiated factual claim about someone's mental fitness without evidence, presented as definitive fact.
Unverified Claim
0.70
@edwardbaker192
Mar 5, 2025
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Fahran jaana hai, gandh machaiyenge udhar jaise india me karte the.
Makes an unsubstantiated claim in Hindi/Urdu that immigrants will cause disruption, without evidence.
@theslayer794
Mar 5, 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
This breakup with Canada will be used to justify getting much needed minerals and such from... yes you guessed right, Russia and Ukraine, as soon as we abandon them to the butcher. Their intentions and …
This breakup with Canada will be used to justify getting much needed minerals and such from... yes you guessed right, Russia and Ukraine, as soon as we abandon them to the butcher. Their intentions and motives are incredibly transparent and yet, the streets are not filled with protests, yet. Disband both political parties and start with new push forward with the great experiment of a melting pot society based on democracy where education is the primary moving force.
Presents a specific conspiratorial claim about hidden motives (abandoning Ukraine to Russia for mineral access) without evidence, combined with a call for political restructuring.
@danabennett4330
Mar 4, 2025
The US was partly responsible for the collapse of the Soviet Union. Mr. Putin was a KGB officer during that era. Mr. Putin realizes the depth of Trump's ignorance and intends to take advantage of …
The US was partly responsible for the collapse of the Soviet Union. Mr. Putin was a KGB officer during that era. Mr. Putin realizes the depth of Trump's ignorance and intends to take advantage of their relationship in order to bring the US further along the path to economic collapse. Payback for its role in the collapse of the Soviet Union as well as an opportunity to rid the world of a dimming superpower.
Presents specific conspiratorial claims about Putin's intentions and Trump's role in US economic collapse without evidence.
@kevinjones238
Mar 4, 2025
Am Canadian and what happened shouldn’t have happened as friends. However one thing I do understand is Trump is getting out the paedophilia and trespassers these are great things.
Am Canadian and what happened shouldn’t have happened as friends. However one thing I do understand is Trump is getting out the paedophilia and trespassers these are great things.
Asserts unsubstantiated claims about Trump removing 'paedophilia and trespassers' without evidence while framing as factual.
@michelleciardullo9246
Mar 4, 2025
THE AMERICAN STILL DONT WANT ACCEPT THAT, PUTIN THE RUSSIA DICTATOR IS THEIR NEW LEADER, PERIOD
THE AMERICAN STILL DONT WANT ACCEPT THAT, PUTIN THE RUSSIA DICTATOR IS THEIR NEW LEADER, PERIOD
Makes an unsubstantiated claim that Americans accept Putin as their leader, framed as alarmist assertion.
@joepublic7756
Mar 4, 2025
Millions are NOT leaving Canada.
Millions are NOT leaving Canada.
Presents a specific factual assertion ('Millions are NOT leaving Canada') without supporting evidence, contradicting a claim.
Unverified Claim
0.70
bradellison2759
Apr 16, 2025
We don’t get groceries or gas from Canada
We don’t get groceries or gas from Canada
Makes a factual assertion about U.S. sourcing of groceries and gas without evidence, implying tariffs are unnecessary.
Unverified Claim
0.70
@CarlosZ34NSM
Mar 4, 2025
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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)