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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Personal Narrative
1,771 comments
My Parents immigrated here in 1960 and both worked hard and built two houses.. The people who come into this country these days are mostly Moochers and they milk the Country Over 5 MILLION people …
My Parents immigrated here in 1960 and both worked hard and built two houses..
The people who come into this country these days are mostly Moochers and they milk the Country
Over 5 MILLION people whos visas have expired here right now
Need to find them and say bye bye
Contrasts commenter's immigrant parents' work ethic with current immigrants portrayed as 'moochers,' using personal history to critique current policy.
AmberLove7365
Aug 25, 2025
I work with people I can't even understand
I work with people I can't even understand
First-person account of workplace experience with language barriers among coworkers.
Personal Narrative
0.80
lorrainecollins6686
Aug 25, 2025
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked them why the bill was so high. He was given remarks on the phone by a lady that “Oh we citizens pay taxes and thats how healthcare is usually free”. I mean he was here from last 6 years and was called that like he did not pay taxes. Idk why being rude to person without knowing what thier status was before. I think people are really fed up with anyone who says they are either visior, on pgwp or TFW in general. Sorry to say but, no one should just burst on others and say oh I paid taxes or its free for citizens only.
Recounts a friend's anecdote about discriminatory treatment in healthcare and argues for fairness in how non-citizens are treated.
dewinkambo562
Aug 24, 2025
I will never forget the interview with Sean Fraser when the reporter showed him the stats on international student abuse. He just looked at the reporter and totally ignored what was just said to him. …
I will never forget the interview with Sean Fraser when the reporter showed him the stats on international student abuse. He just looked at the reporter and totally ignored what was just said to him. I will never forgive Liberals for selling out our country.
Recounts personal observation of a government official's response to abuse statistics, framing it as betrayal of country.
SPLToronto
Jun 18, 2025
It's about time. But a bit too late.. I'm one of the few remaining left on the jobsite, and I can see how bad things are getting.
It's about time. But a bit too late.. I'm one of the few remaining left on the jobsite, and I can see how bad things are getting.
First-person account of workplace conditions and job scarcity from the commenter's direct experience.
goingfreenow3297
Apr 19, 2025
I was born in Ontario \nRaised in NS and PEI \nLived in Manitoba Alberta \nRetired in PEI\nI would argue that Winnipeg is the most multi cultural city with Folklarama Alberta the cheapest in taxation but …
I was born in Ontario \nRaised in NS and PEI \nLived in Manitoba Alberta \nRetired in PEI\nI would argue that Winnipeg is the most multi cultural city with Folklarama Alberta the cheapest in taxation but the Maritime provinces are the safest \nCanada has something for everyone and lots of room More fresh water than anywhere in the world and is way warmer due to climate change than people realize
First-person account of living across Canadian provinces, expressing appreciation for Canada's diversity and resources.
@DenyseLRoss
Mar 5, 2025
I intended to visit New York in August, I think I'll go to Canada instead.
I intended to visit New York in August, I think I'll go to Canada instead.
Brief first-person account of changing travel plans to favor Canada, implicitly expressing preference for the country.
@GeorgeCarr-t1i
Mar 5, 2025
This American is ashamed of my country to the point of embarrassment. I will never support this administration. I stand with anyone who opposes the American/Russian Alliance.
This American is ashamed of my country to the point of embarrassment. I will never support this administration. I stand with anyone who opposes the American/Russian Alliance.
First-person account of shame and opposition to own country's administration, expressing solidarity with critics.
@kennethsnider3456
Mar 5, 2025
I’m Canadian longer than he has been and he don’t speak for me. Trudea is trash.
I’m Canadian longer than he has been and he don’t speak for me. Trudea is trash.
Asserts personal identity and standing as a long-term Canadian to delegitimize another's claims, combined with criticism of a political leader.
@ricksin-dz8zj
Mar 5, 2025
Freezing war is not real peace. I'm from Ukraine, people please pray for Ukraine!
Freezing war is not real peace. I'm from Ukraine, people please pray for Ukraine!
Commenter identifies as Ukrainian, sharing personal perspective while making a moral appeal for peace and prayer.
@galina2061
Mar 5, 2025
Apology to the Canadian people. I didn’t vote for that racist convicted felon.
Apology to the Canadian people. I didn’t vote for that racist convicted felon.
First-person statement of non-support for Trump, combining personal voting stance with moral judgment about his character.
@happymangovegan5180
Mar 5, 2025
Canadian here- ?? \nThis is the Prime Minister we wanted 9,8,7,6,5,4,3,2,1 years ago:) \nGood to see him do something for the country finally
Canadian here- ?? \nThis is the Prime Minister we wanted 9,8,7,6,5,4,3,2,1 years ago:) \nGood to see him do something for the country finally
First-person Canadian identity claim combined with approval of Trudeau's recent action, reflecting lived perspective and delayed satisfaction.
@dreys6tube
Mar 4, 2025
I was happy when Trump got elected. But he must seems deranged.
I was happy when Trump got elected. But he must seems deranged.
First-person account of the commenter's changing perspective on Trump over time.
Personal Narrative
0.80
@EugeneSTONER-o7z
Mar 5, 2025
I’m in America now and disappointed and disgusted by this and other things trump has done especially with Zelenskyy on Friday and now these tariffs! W. T. F!
I’m in America now and disappointed and disgusted by this and other things trump has done especially with Zelenskyy on Friday and now these tariffs! W. T. F!
First-person account of the commenter's location and emotional reaction to Trump's policies, combined with moral disapproval.
@Paulscreativeprojects
Mar 5, 2025
Honestly it bums me out a bit that Trudeau is leaving during this utter immense shitstorm. I like Mark Carney but he is nowhere near this good of a public speaker as Trudeau is.
Honestly it bums me out a bit that Trudeau is leaving during this utter immense shitstorm. I like Mark Carney but he is nowhere near this good of a public speaker as Trudeau is.
Personal reflection on Trudeau's departure timing and comparison of leadership qualities between him and potential successor.
@sianspherica
Mar 5, 2025
I'm very sorry about our president Donald Trump he's a f****** scumbag I'm very sorry for he's doing to your country I'm very sorry for your f****** doing my country
I'm very sorry about our president Donald Trump he's a f****** scumbag I'm very sorry for he's doing to your country I'm very sorry for your f****** doing my country
First-person apology expressing personal distress about one's own country's leadership and its effects on others.
@chriswardi5618
Mar 4, 2025
The irony is that as an American, trump makes me want to move to Canada. Can I seek asylum in Canada on grounds of having a deranged fucking idiot as president?
The irony is that as an American, trump makes me want to move to Canada. Can I seek asylum in Canada on grounds of having a deranged fucking idiot as president?
First-person account of an American considering emigration to Canada due to political dissatisfaction, with humorous asylum framing.
@Jorge-rw6nz
Mar 4, 2025
As much I dislike liberals and hated Pierre this guy makes me proud to be Canadian and I actumight vote for him
As much I dislike liberals and hated Pierre this guy makes me proud to be Canadian and I actumight vote for him
First-person account of political preference shift, expressing newfound pride in Canadian leadership based on personal political evolution.
@mikemccartney9536
Mar 4, 2025
This is not anti-American, it is just fighting back from an unnecessary trade war. It does however break my heart because many Canadians have family on the U.S. side. I know it would also break …
This is not anti-American, it is just fighting back from an unnecessary trade war. It does however break my heart because many Canadians have family on the U.S. side. I know it would also break my father’s heart as he grew up in New England and had a lifetime affection for the U.S. I despise politics and have not been a proud Canadian for a few years but I have to admit that this speech is getting me going again. Canada needs to get its act together and rebuild its military, not to fend off the U.S. but to hold its own should other countries decide we are ripe for the picking. I want U.S.-Canada relations to be tight again. We’re neighbor. We will have our disagreements and that’s fine but these trade wars will hurt everyone and, if it lasts, may leave lasting grievances.
Extended first-person reflection on personal identity, family ties, and emotional response to trade conflict, blending narrative with moral reasoning about international relations.
@Booboonancy
Mar 4, 2025
I wish I were in Canada right now.
I wish I were in Canada right now.
First-person expression of desire to be in Canada, reflecting personal preference and implicit comparison of nations.
Personal Narrative
0.80
@cloudypianos
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)