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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Comparative
2,420 comments
From Italy: if people like Trump, Putin, Erdogan, Orban and Meloni have so much space and have reached the position that occupy the problem is not them but who voted for them. If people think …
From Italy: if people like Trump, Putin, Erdogan, Orban and Meloni have so much space and have reached the position that occupy the problem is not them but who voted for them. If people think that these characters with their wicked decisions bring prosperity and peace, the biggest work must be done on the people who choose them, not on those who have been chosen. Canadians, hold on tight, stay with your back straight, continue to be what you always were, do not bend as many rich Americans have done and prone to the delirium of omnipotence of Trump. We Italians know well what it means to have such people in the seats of power and also how important it is that not everyone bends.
Compares Canada favorably to Italy and the US, using personal national experience to encourage Canadians to resist authoritarian tendencies.
@alefer007
Mar 4, 2025
Canada, we welcome you to the European Union, if you want!
Canada, we welcome you to the European Union, if you want!
Offers Canada membership in the EU as an alternative, comparing institutional frameworks and expressing welcome.
@stulora3172
Mar 4, 2025
Dear Canada, please come and join the EU, you are very welcome in our midst❤️
Dear Canada, please come and join the EU, you are very welcome in our midst❤️
Compares Canada to the EU and frames it as a welcoming invitation, positioning Europe as an alternative destination.
@lapernice6978
Mar 4, 2025
Hello Europe, this is what we should do. Rally together, focus on what is important, build military muscle and strengthen our relationships to friendly nations with similar values.
Hello Europe, this is what we should do. Rally together, focus on what is important, build military muscle and strengthen our relationships to friendly nations with similar values.
Addresses Europe directly, compares Canada's approach to what Europe should do, and urges collective action on military and diplomacy.
@theTomster1981
Mar 4, 2025
All you so called americans sidingnwith Canada, where was that passion when Biden keep steeling your wealth and sending it abroad. At least Donald is fighting for America. We will be just fine and anoerfec …
All you so called americans sidingnwith Canada, where was that passion when Biden keep steeling your wealth and sending it abroad. At least Donald is fighting for America. We will be just fine and anoerfec time to produce ou own goods like we did before Clinton and Obama whonsold us out.
Compares Canada/US policies and leaders while asserting American national interest and identity.
@martezmarshall7342
Mar 4, 2025
Now Canada knows how the states feel about Mexicans.
Now Canada knows how the states feel about Mexicans.
Draws parallel between Canadian and U.S. attitudes toward immigrants, comparing national responses to immigration.
Saintlys22
Feb 4, 2026
The US needs a president that can inspire the confidence that Trudeau does for his people. It’s about optics.
The US needs a president that can inspire the confidence that Trudeau does for his people. It’s about optics.
Directly compares US and Canadian leadership, ranking them on qualities like inspirational capacity and public confidence.
@ryanchow2165
Mar 4, 2025
Breaking news: « America first » is not every country’s motto. Kudos to Canada.
Breaking news: « America first » is not every country’s motto. Kudos to Canada.
Compares Canada favorably to America by contrasting national mottos and praising Canada's approach.
@FaXeN-HD
Mar 4, 2025
Wow, I love the way Trudeau is honest with his people. America can't say the same. One thing Canada has is a leader who is for them. America is about to see how big a …
Wow, I love the way Trudeau is honest with his people. America can't say the same. One thing Canada has is a leader who is for them. America is about to see how big a difference that actually makes in such times. We're divided while they're together.
Compares Canada favorably to America regarding leadership and unity, with implicit support for Canadian approach.
@devongrant7620
Mar 4, 2025
Not Even The Poop Culture In India❌ Canada✅
Not Even The Poop Culture In India❌ Canada✅
Compares India unfavorably to Canada using crude stereotyping, framing Canada as superior.
vigoedwinpandika5236
Feb 4, 2026
oh my goodness. Compare the intelligence, eloquence and dignity of this man compared to the ringmaster, Trump. America, what have you done? You've backed a ringmaster and now you have a circus for a government.
oh my goodness. Compare the intelligence, eloquence and dignity of this man compared to the ringmaster, Trump. America, what have you done? You've backed a ringmaster and now you have a circus for a government.
Compares Canadian and American leadership, contrasting Trudeau's dignity with Trump's perceived incompetence, while making implicit moral judgments about governance quality.
@markboss4128
Mar 4, 2025
we have a very similiar in geelong australia if u r white no work unless u r indian
we have a very similiar in geelong australia if u r white no work unless u r indian
Compares Canada's situation to Australia, claiming employment discrimination based on ethnicity in both countries.
JimBob-c4t
Jan 27, 2026
Now all of Canada knows how all of us Americans who have been screaming this in our country for years feel.. And ya'll were calling us names lol.. Welcome to the real world Canada 😂
Now all of Canada knows how all of us Americans who have been screaming this in our country for years feel.. And ya'll were calling us names lol.. Welcome to the real world Canada 😂
Compares Canada's immigration experience to the United States with ironic tone, positioning Americans as having warned Canadians earlier.
inkdemon64mclemore57
Aug 29, 2025
Ha Donald this is what a TRUE LEADER LOOKS AN SOUNDS LIKE AN THE ONE THAT YOU WILL NEVER EVER EVER BE . Donald set back in the corner and lesson to true leadership is …
Ha Donald this is what a TRUE LEADER LOOKS AN SOUNDS LIKE AN THE ONE THAT YOU WILL NEVER EVER EVER BE . Donald set back in the corner and lesson to true leadership is . We as Americans will always stand with Canada an YOU STAND WITH RUSSIA, North Korea an other dictatorship countries. The America people will stand TOGETHER AS YOU STAND IN THE CORNER BY YOURSELF STOMPING YOUR LITTLE FEET .
Compares Canadian and American leadership unfavorably, ranking nations and contrasting political allies.
@kathyhathaway8823
Mar 4, 2025
I’m not surprised by the bad driving. Have you seen drivers in India. They turn two lanes into three. Crossing the street there is risking your life! When I was there, I almost had a …
I’m not surprised by the bad driving. Have you seen drivers in India. They turn two lanes into three. Crossing the street there is risking your life! When I was there, I almost had a heart attack and prayed every time I had to get into a car.
Compares driving behavior in India to Canada, using personal experience abroad to make a comparative judgment about immigrant populations.
xongxiong9933
Mar 1, 2026
Mexico always has been an ally for USA and Canada, I don't know why USA goverment treat us like this, we should be working together instead of this, the only affected people are the people …
Mexico always has been an ally for USA and Canada, I don't know why USA goverment treat us like this, we should be working together instead of this, the only affected people are the people in the 3 countrys
Compares Canada-US-Mexico relations and frames cooperation as morally preferable to conflict.
@Sventt
Mar 4, 2025
I’m Thai and I want to move to Canada. Canadians seem like the politest and most reasonable people in the world.
I’m Thai and I want to move to Canada. Canadians seem like the politest and most reasonable people in the world.
Thai person expressing intent to immigrate to Canada based on favorable comparison of Canadian character.
@Kevo7979
Mar 4, 2025
Other country leaders have more backbone than our own GOP.
Other country leaders have more backbone than our own GOP.
Compares leadership qualities between countries (Canada vs USA/GOP), framing one as superior to the other.
@DavidCossJazz
Mar 4, 2025
Some have a president who is Putin's lapdog and others have a statesman who acts with absolute integrity and cleverness.
Some have a president who is Putin's lapdog and others have a statesman who acts with absolute integrity and cleverness.
Compares two leaders/nations, positioning one as morally superior and the other as compromised by foreign influence.
@tidenhub71
Mar 4, 2025
It is happening in 🇺🇸 America 🇺🇸 🇺🇲 so whats goin to happen now.
It is happening in 🇺🇸 America 🇺🇸 🇺🇲 so whats goin to happen now.
Compares Canada's immigration situation to the United States, implying similar negative outcomes are coming.
royaltyfamillia2109
Aug 28, 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)