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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
Page 116 of 299
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Deport them right away. Claiming Asylum/refugee status & our government delaying deportation is just stupid. Theyre going to exploit this because of our weak liberal leaders. Weak.
Critiques asylum/deportation policy as ineffective while expressing fear of exploitation and blaming weak leadership.
hjk2639 Feb 18, 2026
Except the Liberals don't care, they are busy lining their own pockets. An Election ASAP so the citizens can choose. And Albertans can see just how Courpt the rest of this country is.
Except the Liberals don't care, they are busy lining their own pockets. An Election ASAP so the citizens can choose. And Albertans can see just how Courpt the rest of this country is.
Criticizes Liberal government handling of immigration while calling for immediate election intervention.
brendastebeleski6168 Feb 18, 2026
Only Courpt Liberals and uninformed NDPers would support the Immagration policies of this usless government. Carney is no different than Trudeau, only a better bullshitter.
Only Courpt Liberals and uninformed NDPers would support the Immagration policies of this usless government. Carney is no different than Trudeau, only a better bullshitter.
Attacks government immigration policy and political opponents, with partisan framing and dismissive language.
brendastebeleski6168 Feb 18, 2026
When you keep your gates wide open for all to enter and then complain if bad ones come in. 🥱
When you keep your gates wide open for all to enter and then complain if bad ones come in. 🥱
Critiques open immigration policy as reckless while implying security/safety concerns about 'bad ones.'
mariaelda6271 Feb 18, 2026
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Expresses concern about fast-tracking immigrants to citizenship, critiquing government immigration procedures as too lenient.
marilynandrews3189 Feb 18, 2026
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Liberals have been in Power for over 10 years The Blame in the fall of our Country falls squarely on their Shoulders!!!!!!!!
Blames Liberal government for national decline, framing this as a policy accountability issue with partisan language.
Michael-k3r5d Feb 17, 2026
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in …
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in Canada. Blame immigration officials and the authorities that are responsible in keeping our PEACE AND ORDER.
Blames immigration officials and authorities for allowing criminals and refugees with records to enter, combining threat framing with institutional critique.
@MagsasakangKalbo Feb 18, 2026
Thank the Trudeau government..
Thank the Trudeau government..
Blames the Trudeau government for immigration issues, implicitly calling for political change.
AliSweetFlower Feb 18, 2026
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
You voted Liberal, then don’t complain, this is what you voted for and things will only get worse
Blames Liberal government for immigration policy outcomes and warns of worsening conditions, framed as political accountability.
pete8516 Feb 18, 2026
the numbers should be 2.96 million. this is weak, do better canada
the numbers should be 2.96 million. this is weak, do better canada
Critiques the reported immigration numbers as insufficient and calls for better performance from Canada.
gab-o-r2c Feb 18, 2026
Brought to you by the Federal Liberals. The Party of Choice, apparently…
Brought to you by the Federal Liberals. The Party of Choice, apparently…
Blames Liberal government for immigration policy outcomes, with sarcastic framing suggesting they prioritize immigrant choice over Canadian interests.
troyjollimore4100 Feb 18, 2026
well, when you give away the candy store ....
well, when you give away the candy store ....
Uses a metaphorical expression ('giving away the candy store') to critique government immigration policy as overly generous.
DouglasTodd-o8u Feb 18, 2026
With BC deficit we should have zero crime, zero immigration issues….who did not do their jobs? Or where did our tax dollars go to???
With BC deficit we should have zero crime, zero immigration issues….who did not do their jobs? Or where did our tax dollars go to???
Criticizes government accountability and resource allocation, linking immigration issues to fiscal mismanagement and questioning where tax dollars went.
TeresaSmyth-z9m Feb 18, 2026
Let's be honest it was liberals tool for votes
Let's be honest it was liberals tool for votes
Frames immigration policy as a deliberate liberal tool for gaining votes, critiquing both the policy and the partisan motivation behind it.
1013VS Feb 18, 2026
Handguns are illegal though.
Handguns are illegal though.
Factual statement about Canadian handgun policy, likely challenging or contextualizing claims made in the video.
scoob2396 Feb 18, 2026
NOW???? yall had years to do it????? SO slow
NOW???? yall had years to do it????? SO slow
Criticizes the slow pace of government action on immigration enforcement, implying urgency is needed.
cheezybread7783 Feb 18, 2026
Deporting may not work, what if they just do the same thing again from their country? Need more firm punishments
Deporting may not work, what if they just do the same thing again from their country? Need more firm punishments
Questions the effectiveness of deportation policy and calls for stricter punishments as an alternative.
1378g01 Feb 18, 2026
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of …
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of the Liberal government. America gave these cases ten years to see if they would leave where as Canada gave just a few months. Just another example of Liberals putting the interests of non citizens above citizens.
Criticizes past Liberal immigration policy on marriage fraud, framing it as prioritizing non-citizens over citizens with alarmist tone.
garyd5622 Feb 18, 2026
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look …
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look better than Trump. He did not care about Canadians, just about how HE looked to the world. Unbelievable.
Criticism of government refugee policy as performative and self-serving rather than genuinely humanitarian.
lindacompton3301 Feb 17, 2026
Canada has become the biggest joke in the western world. Full of corruption and incompetence.
Canada has become the biggest joke in the western world. Full of corruption and incompetence.
Criticizes Canada's governance and institutions as corrupt and incompetent, combining institutional critique with negative framing.
5L1V3R73CH Feb 18, 2026
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Discourse Over Time

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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)