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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Policy Critique
5,980 comments
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
Criticizes government policy of providing healthcare to immigrants, framing it as unfair to 'real Canadians.'
WokeNationIsDead1990
Feb 25, 2026
Nobody is threatening Canada but now Canada cannot import from other countries and then politely sell to America Arno extra cost now they pay the price and trousseau is a bunch of garbage
Nobody is threatening Canada but now Canada cannot import from other countries and then politely sell to America Arno extra cost now they pay the price and trousseau is a bunch of garbage
Critiques Canada's trade position and Trudeau's handling, with unclear factual claims about import/export dynamics.
@floswason8776
Mar 4, 2025
IT FOR LIBERALS VOTES THEY ALLOW THIS
IT FOR LIBERALS VOTES THEY ALLOW THIS
Blames Liberal party for immigration policy motivated by electoral gain, implicitly calling for political change.
nightrider9376
Jan 28, 2026
Come on Vassey, you know very well there are bogus claims. If I know it she should.
Come on Vassey, you know very well there are bogus claims. If I know it she should.
Challenges the interviewer's credibility by suggesting she ignores fraudulent asylum claims, implying criticism of immigration policy enforcement.
lizducsay9048
Feb 24, 2026
Trump is ruining America with all these bs Tariffs. I hate Trump and all his puppet Republicans.
Trump is ruining America with all these bs Tariffs. I hate Trump and all his puppet Republicans.
Criticizes Trump's tariff policies and expresses opposition to his administration and Republican allies.
@charlenehastings4840
Mar 4, 2025
@Tradeau, Stop lecturing us about tariffs and threatening Americans. Your country has high taxes, and before it affects Americans, Canadian citizens will feel the consequences more. Additionally, stop pushing illegal immigrants and fentanyl across the …
@Tradeau, Stop lecturing us about tariffs and threatening Americans. Your country has high taxes, and before it affects Americans, Canadian citizens will feel the consequences more. Additionally, stop pushing illegal immigrants and fentanyl across the US border. You call it a trade war, but we Americans call it a fair deal. You were well informed about the consequence but you never got serious about the warning. Canada must check strictly shipments from Mexico and China.
Critiques Canadian policy and leadership while making unverified claims about illegal immigrants and fentanyl crossing borders, framed as security threats.
@jorgegarison6662
Mar 4, 2025
Invoice the Country's of origin.
Invoice the Country's of origin.
Proposes a policy solution (billing origin countries) as a critique of current immigration cost-sharing.
Bruce-f6n
Dec 25, 2025
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be …
Its really annoying, why dont indians and anyone from different countries not try and make their own countries better, yes its sad people are born in poorer and run down countries but they shouldn't be allowed to just up and leave in the millions to any country they want too
Argues against open immigration policy, suggesting immigrants should improve their home countries instead, combining policy critique with moral reasoning about responsibility.
Tom_Tab
Jan 27, 2026
Carney words... "WHO CARES" filling Carney's bank account is more important.
Carney words... "WHO CARES" filling Carney's bank account is more important.
Criticizes government official (Carney) for prioritizing personal financial gain over public interest in immigration policy.
FastFingers3000
Jan 20, 2026
They need to stop selling us energy
They need to stop selling us energy
Calls for policy change regarding energy sales to the US, critiquing current government trade/resource decisions.
@jeremygolladay7361
Mar 4, 2025
Donald. Wow, you don't call him by President Trump? You F'd up Trudeau. Get out of office you clown ?
Donald. Wow, you don't call him by President Trump? You F'd up Trudeau. Get out of office you clown ?
Criticizes Trudeau for not using Trump's preferred title and calls for his removal from office, combining disrespect critique with implicit call to action.
@brendonrassouli3250
Mar 4, 2025
Government need to banned Facebook and whatapp such abuse system
Government need to banned Facebook and whatapp such abuse system
Calls for government regulation of social media platforms due to perceived misuse.
Policy Critique
0.76
Sweethearttt-heart
Jan 27, 2026
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Questioning the rationale behind immigration policy using demographic comparison, framed as policy analysis with implicit identity concerns.
ericlane3256
Jan 27, 2026
All these complains and yet , they still voted Liberals .
All these complains and yet , they still voted Liberals .
The comment critiques voters for supporting the Liberal government despite complaints about immigration policy, implying inconsistency or hypocrisy.
Brisket-w2s
Aug 29, 2025
We should not allow a foreigner to undermind our Govt. Canada has been in recession since last year under Trudeau’s leadership.
We should not allow a foreigner to undermind our Govt. Canada has been in recession since last year under Trudeau’s leadership.
Critiques government policy on foreign interference while making an unverified economic claim about recession under Trudeau.
@claramcphee3210
Mar 4, 2025
Trump are punishing the people,,no problem Americans loved him,,they cheered them???
Trump are punishing the people,,no problem Americans loved him,,they cheered them???
Criticizes Trump's policies as harmful while questioning public support for him.
@lynwacay789
Mar 4, 2025
You guys all get buffaloed by Trudeau he’s a left-wing nut
You guys all get buffaloed by Trudeau he’s a left-wing nut
Commenter dismisses Trudeau as a 'left-wing nut,' criticizing his political ideology and suggesting others are being manipulated by him.
@MichaelSutter-w1q
Mar 4, 2025
Says the RESIGNED Prime Minister ???
Says the RESIGNED Prime Minister ???
Questioning the authority or credibility of a resigned Prime Minister to speak on current issues, critiquing their standing.
@missmouse20
Mar 4, 2025
you acted on all of these problems just this year because you knew that Pres. Trump will be in office hahaha.
you acted on all of these problems just this year because you knew that Pres. Trump will be in office hahaha.
Accuses Trudeau of acting on immigration problems only recently due to Trump's election, implying delayed/opportunistic policy.
@mickeylucas
Mar 4, 2025
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never …
Its a 'Temporary' residence permit...... which by its very name means it will not be forever. Get used to it... I know that under Justin 'Jolson' Troo-Doo it was a free-for-all but that could never last even in Woke Canada.
Critiques temporary residence permit policy while using sarcasm and name-calling toward the Prime Minister.
andrewh2u
Feb 11, 2026
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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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