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
Atleast we are peacefull not like follower of a 6 year old girl rapist 😢
Atleast we are peacefull not like follower of a 6 year old girl rapist 😢
Makes an inflammatory unverified claim about a religious figure while asserting national/group identity superiority.
tusharsaini212-l5g
Dec 7, 2025
Driving is bad because they are scamming people with insurance fraud.
Driving is bad because they are scamming people with insurance fraud.
Makes a sweeping, unsubstantiated claim linking a group to insurance fraud without evidence.
1211.
Feb 5, 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
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around?? Plus look at who is filling the majority of the Canadian government jobs and what community …
What a surprise 😮. It’s taken this long to figure it out ? why didn’t you just look around??
Plus look at who is filling the majority of the Canadian government jobs and what community they belong to. 😮 no no that wouldn’t be possible!! would it!! Maybe you should be doing a better job at supervising the government employees.
We all know that the expectations are those of just having a warm body to work in the Government and not ask any questions, all else is secondary.
Makes unsubstantiated claims about government hiring practices and community representation without evidence, while critiquing government oversight.
maxxnorthamericagroup3586
Nov 13, 2025
He is just lieing we don't need shit from canada
He is just lieing we don't need shit from canada
Makes an unsubstantiated factual claim ('we don't need shit from canada') presented without evidence.
@benshreve9683
Mar 4, 2025
Working cash jobs through agency
Working cash jobs through agency
Makes a specific factual assertion about immigrants working cash jobs through agencies without supporting evidence.
Unverified Claim
0.70
bishowtamu9659
Oct 3, 2025
these people get millions of dollars this is stupefying
these people get millions of dollars this is stupefying
Makes an unsubstantiated claim about immigrants receiving millions of dollars, likely a fabricated or exaggerated statistic.
maeldesrochers3458
Jan 27, 2026
INDIA = POO...and they can't stand even their own poo..that's why they run from India to make new POO to others....I don't know how that goes..I didn't say it it's that caucasoid ......5:47 😂how we …
INDIA = POO...and they can't stand even their own poo..that's why they run from India to make new POO to others....I don't know how that goes..I didn't say it it's that caucasoid ......5:47 😂how we in Africa we have down syndrome according to this caucasoid....mmmmmm ..hh whatever...he said all Africa are just terrible people mmmmm
Contains offensive stereotypes and fabricated claims about nationalities, presented with sarcastic tone.
decoloniz_afro
Jan 29, 2026
5:42 so they harboring grapist???
5:42 so they harboring grapist???
Makes an accusatory claim about harboring criminals based on a video timestamp, likely a false or unsubstantiated allegation.
pistowp
Jan 28, 2026
This was done on purpose
This was done on purpose
Vague conspiracy-adjacent claim that housing/immigration crisis was intentional without evidence, suggesting deliberate malice.
ShanoA-t3c
Jan 19, 2026
Tramp learns tnings from the best friend Putin?
Tramp learns tnings from the best friend Putin?
Makes an insinuating claim about Trump learning from Putin without evidence, presented with sarcastic tone.
@alinaashubaeva6852
Mar 4, 2025
trudeau and his team deliberately sabotaged canada. I heard he is wearing a skirt now and cooking for his new GF : )
trudeau and his team deliberately sabotaged canada. I heard he is wearing a skirt now and cooking for his new GF : )
Makes unsubstantiated claims about deliberate sabotage and includes personal attacks with sarcastic tone, blending conspiracy and mockery.
frankinstein9509
Feb 27, 2026
Half of America is on Canada’s side.
Half of America is on Canada’s side.
Makes a specific factual assertion ('Half of America is on Canada's side') without evidence or source.
Unverified Claim
0.70
@jamesfanshawe6807
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
When they arrived here they say they had been scammed, they already know how things work there, but the main reason was to come here and then bring their family.
When they arrived here they say they had been scammed, they already know how things work there, but the main reason was to come here and then bring their family.
Makes specific factual claims about immigrant deception and family reunification schemes without evidence.
nelsontorpull1570
Oct 2, 2025
That blue statue is that of Shiva Hindoos worship the ling (d! Ck) of shiva with hindu women and men massaging it with milk and honey during worship.
That blue statue is that of Shiva
Hindoos worship the ling (d! Ck) of shiva with hindu women and men massaging it with milk and honey during worship.
Provides crude, misleading religious commentary designed to mock Hindu worship practices with vulgar mischaracterization.
Unverified Claim
0.70
sounakbanerjee1892
Jan 27, 2026
Fentanyl is just nonsense. There is no reasoning or trying to use logic. The only thing Trump, Vance, and Musk are doing is grabbing power and money. That is the only truth.
Fentanyl is just nonsense. There is no reasoning or trying to use logic. The only thing Trump, Vance, and Musk are doing is grabbing power and money. That is the only truth.
Makes unsubstantiated claims about fentanyl being 'nonsense' and asserts without evidence that Trump/Vance/Musk's motives are purely power/money-seeking.
@PamWaker
Mar 4, 2025
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
How many of them are actually from India and not Pakistan or Bangladesh? 🙄
How many of them are actually from India and not Pakistan or Bangladesh? 🙄
Questions the national origin of immigrants with skeptical tone, implying misrepresentation or conflation of South Asian nationalities.
Saddam-m6x5w
Jan 28, 2026
Thanks to this video, I.C.E got what they needed 👀
Thanks to this video, I.C.E got what they needed 👀
Suggests the video provided actionable intelligence to immigration enforcement (I.C.E), implying conspiracy or fabricated connection.
JosephCapo-m5h
Jan 28, 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)