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
We just nicely recovered from the Covid pandemic and Trump pulls this crap. Unbelievable. Simply unbelievable.
We just nicely recovered from the Covid pandemic and Trump pulls this crap. Unbelievable. Simply unbelievable.
Expresses frustration about Trump's tariff actions disrupting Canada's post-pandemic recovery.
@pjmincanada5747
Mar 4, 2025
Trump will back off these tariffs like he did in 2018. Remember this isnt some economic genius, he’s a an egotistical reality TV guy who has failed/bankrupted every business and relationship/partnership in his entire life.
Trump will back off these tariffs like he did in 2018. Remember this isnt some economic genius, he’s a an egotistical reality TV guy who has failed/bankrupted every business and relationship/partnership in his entire life.
Critiques Trump's economic competence and character while making unverified claims about his business failures and personal relationships.
@kevinfarrell2897
Mar 4, 2025
We were promised doctors and nurses, not students and scammers.
We were promised doctors and nurses, not students and scammers.
Criticizes immigration policy for failing to deliver promised skilled workers, implying deception or mismanagement.
robinhightower9031
Jan 19, 2026
Trump is NOT a very smart guy, he's a clown, a conman, a criminal
Trump is NOT a very smart guy, he's a clown, a conman, a criminal
Attacks a political figure's competence and character as a critique of leadership.
Policy Critique
0.80
@patrickfeehan6975
Mar 4, 2025
Instead of making lecture, talk to the government and negotiate something. That’s how Trump works and you have to accept that he is the president. Stop beating around the bush and cut a deal with …
Instead of making lecture, talk to the government and negotiate something. That’s how Trump works and you have to accept that he is the president. Stop beating around the bush and cut a deal with him. That’s the easiest way everyone has a chance to come out happy !!
Critiques Canada's approach as ineffective lecturing and advocates for direct negotiation with Trump as the pragmatic policy solution.
@MightyMightyMyers
Mar 4, 2025
Liberal Policy destroys society!
Liberal Policy destroys society!
Broad critique of Liberal Party policy as destructive, without specific evidence or detailed analysis.
Policy Critique
0.80
CHR1STISRISEN
Oct 3, 2025
trump is a traitor. trump is lining his pockets
trump is a traitor. trump is lining his pockets
Criticizes Trump's character and accuses him of corruption/self-interest without specific evidence.
@agnecedergren8982
Mar 4, 2025
The liberals are wrecking it even now by calling all trash into their country. They are mostly inviting low skilled or no skilled workers who are ready to pay them good amount of money to …
The liberals are wrecking it even now by calling all trash into their country. They are mostly inviting low skilled or no skilled workers who are ready to pay them good amount of money to come to canada.
Criticizes Liberal government for inviting low-skilled workers while making unverified claims about bribery and selection motives.
Drummerboy619
Jun 20, 2025
???… Trudeau is a joke, I’ll pay the inflation price to teach people like him a lesson. Fair is fair, and with him in power Canada is not our ally!!!
???… Trudeau is a joke, I’ll pay the inflation price to teach people like him a lesson. Fair is fair, and with him in power Canada is not our ally!!!
Criticizes Trudeau's leadership and expresses willingness to endure economic hardship as political punishment, with nationalist framing about Canada's sovereignty.
@YesIcan-lucky13
Mar 4, 2025
“So because the tariffs are so bad for us we’re going tu put you tariff “ \n????
“So because the tariffs are so bad for us we’re going tu put you tariff “ \n????
Sarcastically questions the logic of Canada's retaliatory tariff policy in response to US tariffs.
@alejandrom4347
Mar 4, 2025
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Criticizes Liberal government policies while expressing emotional distress about national conditions.
wakeupfolks-w7d
Feb 27, 2026
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
Criticism of government leadership and electoral choices, assigning blame for policy outcomes.
awiseguydrinkingtea9735
Jun 16, 2025
he is what a true leader is and does...looks out for his country people unlike our country...Our government caters to the rich and the hell with the poor that they make sure stays poor.
he is what a true leader is and does...looks out for his country people unlike our country...Our government caters to the rich and the hell with the poor that they make sure stays poor.
Contrasts leadership approaches and criticizes Canadian government for favoring the wealthy over the poor, with implicit national comparison.
@garyfogle9527
Mar 4, 2025
One other point not mentioned that will put strain on health care and all resources is Bill C- 3 allowing children born or adopted abroad to Canadian parents to acquire citizenship .
One other point not mentioned that will put strain on health care and all resources is Bill C- 3 allowing children born or adopted abroad to Canadian parents to acquire citizenship .
Analyzes specific legislation (Bill C-3) and its resource implications while expressing concern about strain on public services.
conscienceawareness
Feb 24, 2026
Is trudeau there, still? No body want him.
Is trudeau there, still? No body want him.
Questions Trudeau's continued leadership and expresses lack of public support for him.
Policy Critique
0.80
@eh8006
Mar 4, 2025
French Canadian Ancestry here, and would have no problem living along the Saint Laurence and enjoying all that area has to offer. However, i would find the high tax rates, high capital gains tax high …
French Canadian Ancestry here, and would have no problem living along the Saint Laurence and enjoying all that area has to offer. However, i would find the high tax rates, high capital gains tax high home prices and excessive leftist policies not acceptable .
Personal identity statement combined with substantive criticism of Canadian tax policy, capital gains taxation, housing costs, and political direction.
@paulpronovost722
Mar 5, 2025
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if …
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if you are attacked and use the knife you will still likely go to jail. Welcome to Canada 😅
Critiques Canadian self-defense laws as overly restrictive and unfair, offering practical advice while expressing skepticism about legal protections.
fghthfyrtht-bo2yh
Jan 28, 2026
The how is liberals and the morons known as canndians that keep voting em in. At this point canada, you get what you deserve 😂😂
The how is liberals and the morons known as canndians that keep voting em in. At this point canada, you get what you deserve 😂😂
Criticizes Liberal government and voters for immigration policy, with dismissive tone toward Canadian voters.
SyntaxWyntax
Jun 21, 2025
trudeau = globalizt and a danger to the canadian society... remember how Trudeau called Truckers for t*rrorists... he is a mad degenerate idiot.
trudeau = globalizt and a danger to the canadian society... remember how Trudeau called Truckers for t*rrorists... he is a mad degenerate idiot.
Criticizes Trudeau's policies and governance while using inflammatory language to express concern about his leadership as a threat to society.
@Sorlendingen82
Mar 4, 2025
Mr Trudeau, if you go on a trade war with the US you’re definitely gonna get it and lose. All you have to do is lower the tariffs you’re imposing on American goods so Trump …
Mr Trudeau, if you go on a trade war with the US you’re definitely gonna get it and lose. All you have to do is lower the tariffs you’re imposing on American goods so Trump won’t impose the same tariffs on you.
Advises Trudeau on tariff strategy, critiquing his approach as economically counterproductive.
@baniabria477
Mar 4, 2025
Compare Videos
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)