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Semantic discourse categories assigned by Claude Haiku — 14 DH-informed categories classifying how commenters frame their arguments.

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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 237 of 299
Under Liberal Carney
Under Liberal Carney
Brief attribution of immigration policy to a specific political figure (Carney/Liberals), implying criticism of their governance.
SuSu-bm4ft Feb 18, 2026
too little, too late
too little, too late
Brief dismissal of government action as insufficient and delayed, expressing skepticism about policy effectiveness.
pretty_troll Feb 18, 2026
Can we have a referendum for a city to leave Alberta? After all, the referendums can be played by various sides... Be careful what you wish for you may get it... Also, the question are …
Can we have a referendum for a city to leave Alberta? After all, the referendums can be played by various sides... Be careful what you wish for you may get it... Also, the question are actually misleading: Alberta does have its own provincial nomindation program and can nominate people to obtain permanent residence in Alberta.
Critiques referendum processes and immigration policy mechanics while questioning the accuracy of policy claims presented.
@rtashpulatov Feb 22, 2026
WAIT A MINUTE IF I HURT SOMEONES FEELINGS ON THE INTERNET THEY KNOW WHERE I AM BUT GANGSTURRRRSSS IN SLIME CITY SURREY GET A FREE PASS ?
WAIT A MINUTE IF I HURT SOMEONES FEELINGS ON THE INTERNET THEY KNOW WHERE I AM BUT GANGSTURRRRSSS IN SLIME CITY SURREY GET A FREE PASS ?
Critiques perceived inconsistency in enforcement and accountability between online speech and gang activity in specific locations.
@Clownworldtrolling Feb 21, 2026
kenney is a jag off clown egotistical prick thinks he ,s special
kenney is a jag off clown egotistical prick thinks he ,s special
Personal attack on Jason Kenney criticizing his character and ego in relation to policy decisions.
toddyurkowski Feb 18, 2026
And the" She Devil" rises! Your mismanagement of Provincial funds have been an issue for a long time...why don't you tell the truth....how much is the Oil Cartel Paying you 😉
And the" She Devil" rises! Your mismanagement of Provincial funds have been an issue for a long time...why don't you tell the truth....how much is the Oil Cartel Paying you 😉
Criticizes government mismanagement and financial decisions while making conspiratorial insinuations about corruption.
@mercedessiebert8585 Feb 21, 2026
Would be good if Canada had ICE
Would be good if Canada had ICE
References ICE (U.S. immigration enforcement) as a policy model Canada should adopt, implying criticism of current Canadian immigration enforcement.
ozzieonline Feb 18, 2026
We have the worst liberal scandals government
We have the worst liberal scandals government
Expresses disapproval of the current government's scandals and performance, framed as partisan criticism.
vinndiesel64 Feb 17, 2026
Immigration, Corruption, Deportation. Well said Elenore!...and that's in B.C.....
Immigration, Corruption, Deportation. Well said Elenore!...and that's in B.C.....
Summarizes three policy areas (immigration, corruption, deportation) in apparent agreement with another commenter's critique.
@marlonsmith7342 Feb 19, 2026
Is it the same Kenny who ran brutal fascist dictatorship in Alberta during "pandemia"? Strange to hear such none-woke speeches
Is it the same Kenny who ran brutal fascist dictatorship in Alberta during "pandemia"? Strange to hear such none-woke speeches
Commenter critiques Kenney's pandemic policies with ironic tone, questioning his credibility on immigration despite his non-woke rhetoric.
radretev4611 Feb 17, 2026
Canadian government is to blame for khalistani bs
Canadian government is to blame for khalistani bs
Blames government policy for a perceived problem while invoking national/political identity framing.
Improveshorts Feb 17, 2026
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
pretty sure it's not happening right under the governments nose, it's not like they allow this stuff to happen, that's why we have border patrol
Critiques government enforcement and border control policies, suggesting the government allows problematic activities.
LeakCentral Jan 27, 2026
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Critiques immigration policy by citing Trudeau's own acknowledgment that immigration was out of control, using ironic framing.
ccgear4367 Feb 14, 2026
Unfortunately, collateral damage is expected. The country is not divided. Some may not admit it but this is the direction most of the Canadians want the government to take. I stand with my prime minister.
Unfortunately, collateral damage is expected. The country is not divided. Some may not admit it but this is the direction most of the Canadians want the government to take. I stand with my prime minister.
Frames immigration restrictions as national consensus and expresses support for government direction, critiquing current policy implicitly.
ThePower2change Feb 13, 2026
There is nothing tight about Canada’s immigration policy
There is nothing tight about Canada’s immigration policy
Brief assertion that Canada's immigration policy is not sufficiently restrictive, critiquing government enforcement.
evgenikolev2926 Feb 11, 2026
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — …
It’s getting harder and harder for people to watch what happens in the House of Commons without feeling downright furious. Every day, Canadians work long hours, pay crushing taxes, and deal with rising costs — and for what? To watch elected officials sit in Parliament and turn Canadian issues into a circus. It feels like half the time they’re more interested in scoring cheap political points than actually solving anything. The constant bickering, yelling, and rehearsed “outrage” looks less like leadership and more like a never‑ending performance meant to distract us from how little actually gets done. How much do you think each of them makes just sitting there doing nothing all day, and calling it a job. THE REAL CROOKS OF CANADA Politicians. Blame the Indians who come to work in Canada when send billions to Ukraine. WAKE UP CANADA TO REAL PROBLEM
Criticizes Parliament's dysfunction and ineffectiveness while expressing frustration with government priorities, with some xenophobic framing blaming immigrants.
MASHA9521 Feb 5, 2026
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare …
Nice vid but this is all over the country not just one city. Not once was it mentioned that Bramptonistan is almost entirely paid for the by the Region of Peel. It's almost a welfare state. As for why they let it happen because it's what they want.
Critiques government policy and welfare spending while making unsubstantiated claims about regional funding and intentional mismanagement.
hearnet5643 Jan 27, 2026
So he's a hypocrite basically
So he's a hypocrite basically
Brief accusation of hypocrisy directed at a policy figure or argument presented in the video.
United-States-of-Africa Feb 11, 2026
India24 is mad at Canada’s policy.
India24 is mad at Canada’s policy.
References India's reaction to Canadian policy, critiquing the policy while implicitly comparing national perspectives.
flodareltih9825 Feb 11, 2026
Even Uncle Canuck is tired from woke policy.
Even Uncle Canuck is tired from woke policy.
Critiques government policy as 'woke' using a personified reference, combining satire with policy criticism.
OtziAncientMan Feb 11, 2026
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Discourse Over Time

Top 6 discourse types by month — how framing evolves 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)