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
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. …
Thank God Canada is full of indian people, can you imagine if they all were from any "Peacefull religion" african country. 98% of them are law abiding simple people and same goes for chinese too. BUT I fully agree that Turdeau govt should not have opened the gates for everyone after Covid, Student Visa/legal immigration is a different issue.
Defends Indian and Chinese immigrants as law-abiding while criticizing government immigration policy post-COVID as too permissive.
Naveen_B64
Feb 14, 2026
You resigned anyway. So just leave. No one cares about your words and it shows, tariffs took place .
You resigned anyway. So just leave. No one cares about your words and it shows, tariffs took place .
Criticizes a political figure's resignation and dismisses their statements as ineffective given that tariffs were implemented anyway.
@fahmy5365
Mar 4, 2025
Let’s goo Trump we in for some serious entertainment ? why don’t you state how Canada pays less for US goods compared to the other way around. People act like Trump is doing this for …
Let’s goo Trump we in for some serious entertainment ? why don’t you state how Canada pays less for US goods compared to the other way around. People act like Trump is doing this for no reason ? especially liberals who know nothing and I’m saying this as a moderate
Defends Trump's trade policy as justified while critiquing liberal opposition and trade imbalances.
@thewonderingworld9301
Mar 4, 2025
np time for the lie/con jason kennedy or any of his uniparty shills
np time for the lie/con jason kennedy or any of his uniparty shills
Dismissive critique of political figures and their policies, using conspiratorial language ('uniparty shills').
robinenglish3239
Feb 17, 2026
Trump does not make sense, period. PS can I move to Canada???
Trump does not make sense, period. PS can I move to Canada???
Criticizes Trump's logic/policy while also expressing personal desire to emigrate to Canada.
@elizabethmartin3389
Mar 4, 2025
So now Trudeau has a say?? ?\nDidn’t he resign already?? Where have you been in your more than 10 years as PM?? Looool
So now Trudeau has a say?? ?\nDidn’t he resign already?? Where have you been in your more than 10 years as PM?? Looool
Criticizes Trudeau's tenure and questions his legitimacy to speak, framed as rhetorical questions about his record.
@AgentAO7
Mar 4, 2025
Canadian DEI grants will drop to $80,000,000,000 now. Poor DEI ?
Canadian DEI grants will drop to $80,000,000,000 now. Poor DEI ?
Critiques Canadian DEI spending policy with sarcastic tone, using emoji to mock the program's perceived wastefulness.
@bobvilla4383
Mar 4, 2025
Close your open door policy and stop letting everyone come to your country. And then they sneak into our country. Go to Vancouver and you will see there is a brown and yellow town I …
Close your open door policy and stop letting everyone come to your country. And then they sneak into our country. Go to Vancouver and you will see there is a brown and yellow town I mean how many of them are illegal. On the other hand i understand what you saying. Key words border check point. But how long is the border in Canada thousands of ways for stuff to come through
Criticizes Canada's immigration policy while making unverified claims about illegal immigration and using identity-based language about ethnic composition.
@rambo410
Mar 4, 2025
On the outside we are made to believe such things but I know behind the scenes things are different. What have you done to your own people? No one is perfect and no one party …
On the outside we are made to believe such things but I know behind the scenes things are different. What have you done to your own people? No one is perfect and no one party either demo or repubs, there are going to be good and bad. I just want more good vs the bad. Why are you talking about America, worry about Canada.
Questions government transparency and domestic policy while expressing desire for better governance, with skepticism about public narratives.
@namelessducati2784
Mar 4, 2025
This will affect everyone and I didn’t vote for President Prick
This will affect everyone and I didn’t vote for President Prick
Commenter expresses dissatisfaction with policy impacts and leadership, using derogatory language to critique the current administration.
@timman3643
Mar 4, 2025
There tariff's Trump is levying on Canada are BS. Less than 1% of illegal migration comes from Canada and 0.02% of all Fentanal comes into the US from Canada. Conversely, The US imports over half …
There tariff's Trump is levying on Canada are BS. Less than 1% of illegal migration comes from Canada and 0.02% of all Fentanal comes into the US from Canada. Conversely, The US imports over half its oil from Canada, and 45% of its gas from Canada.
Critiques Trump's tariffs as unjustified while presenting specific statistics about migration and fentanyl flows to support the argument.
@jknox2
Mar 4, 2025
People in the comments are stupid. You don’t know what you’re talking about. Governor Trudeau just screwed Canada
People in the comments are stupid. You don’t know what you’re talking about. Governor Trudeau just screwed Canada
Dismisses other commenters while criticizing Trudeau's governance, mixing meta-commentary with policy critique.
@Roderickhefley
Mar 4, 2025
You can't trust Trudeau, he freezes his own citizen's bank accounts. He restricts free speech and says he is stopping the spread of misinformation. His country has suffered great measures under his reign and said …
You can't trust Trudeau, he freezes his own citizen's bank accounts. He restricts free speech and says he is stopping the spread of misinformation. His country has suffered great measures under his reign and said he would resign but here is and you being so gullible.
Criticizes Trudeau's policies (bank account freezing, speech restrictions) with unverified claims about government overreach and national suffering.
@christophermccarthy2948
Mar 4, 2025
If you all love a guy that has ruined Canada and was in black face many times go live with him by all means. I love my Canucks but hate liberals. Go have fun paying …
If you all love a guy that has ruined Canada and was in black face many times go live with him by all means. I love my Canucks but hate liberals. Go have fun paying your carbon taxes ?
Criticism of Trudeau's past conduct and current policies (carbon tax), with partisan identity assertion ('hate liberals').
@rogercwilliams881
Mar 4, 2025
We need hard labour as punishment.
We need hard labour as punishment.
Advocates for harsher criminal punishment policy, implicitly critiquing current sentencing approaches.
@rebelcats749
Feb 19, 2026
Go earn your keep and fight this battle are your own expense JT. Crook came into office with 8 mil ended with 80 mil illegal insider trading off his own marijuana legalization scheme. Ruined the …
Go earn your keep and fight this battle are your own expense JT. Crook came into office with 8 mil ended with 80 mil illegal insider trading off his own marijuana legalization scheme. Ruined the canadian economy for a decade probably more. Dont you dare speak for me.
Attacks Trudeau's economic policies and governance while making unsubstantiated claims about corruption and illegal insider trading.
@jameslevesque9720
Mar 4, 2025
Immigration Canada is absolute shit just like the things of the people that are here😅
Immigration Canada is absolute shit just like the things of the people that are here😅
Expresses strong disapproval of Immigration Canada as an institution, with dismissive tone suggesting systemic failure.
vancouverteacherbc
Feb 22, 2026
Well lefties are at work again, they know the tariffs are going to hurt them more. The other thing is respect. I hope this guy is voted out by his constituents
Well lefties are at work again, they know the tariffs are going to hurt them more. The other thing is respect. I hope this guy is voted out by his constituents
Criticizes government policy (tariffs) and calls for voting out the current leader, combining policy analysis with electoral action.
@MrTucano1
Mar 4, 2025
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
"I cant be specific because im a city worker" youre government has problems when you cant make an anecdotal observation
"I cant be specific because im a city worker" youre government has problems when you cant make an anecdotal observation
Critiques government bureaucracy and lack of transparency, questioning why officials cannot speak freely about observed problems.
zackarykasprzak3073
Feb 22, 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)