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
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc. There are areas with more Chinese community. And honestly these …
Okay then just don't go to Brampton. There are multiple parts of GTA where the population is more ethnically concentrated. Scarborough has more Srilankans etc.
There are areas with more Chinese community. And honestly these are the fastest growing and areas with best services because people there want to work hard, sell cheap, benefit and become rich. They do not want to raid countries and steal and then be so lost in everything they have without doing much and then losing it all because you had nothing left to do other than Drugs.
Compares ethnic concentration across GTA neighborhoods and argues immigrant communities drive economic growth and services, while contrasting with negative stereotypes.
Rg-decklcd
Sep 19, 2025
Wellcome to Europe, Canada!! ??❤️??!
Wellcome to Europe, Canada!! ??❤️??!
Jokingly compares Canada to Europe, suggesting Canada should align with Europe rather than the US, using ironic welcome language.
@Migguzogge
Mar 4, 2025
We in UK are with Canada! We also love the US!! Please sort it out soon guys! The world is watching and so is President Putin!
We in UK are with Canada! We also love the US!! Please sort it out soon guys! The world is watching and so is President Putin!
Comment compares UK and Canada positions while expressing international solidarity and concern about global geopolitics.
@zappy006
Mar 4, 2025
The USA president Trump wants everything to be manufactured and sourced locally from the United States of America. He knows what happened during COVID-19 and what problems the world experienced because of a global supply …
The USA president Trump wants everything to be manufactured and sourced locally from the United States of America. He knows what happened during COVID-19 and what problems the world experienced because of a global supply chain. Now while it doesn't really make sense with Canada who is right next door the Canadians were given the opportunity to integrate into the USA so there could be some motive in that. And why wouldn't they want that anyway? Just remove the Canadian border and everyone becomes the USA. Why not?
Compares US and Canadian positions, discusses supply chain economics, and frames integration between nations.
@nireshmaharaj2682
Mar 4, 2025
as mexican our president Claudia Sheimbaun thinks the same as Tradeau, when he says that all trump is doing against Canada , Mexico and China is not about fentanil,
as mexican our president Claudia Sheimbaun thinks the same as Tradeau, when he says that all trump is doing against Canada , Mexico and China is not about fentanil,
Commenter compares Canadian PM Trudeau's position to Mexican President Sheimbaun's stance, framing both as aligned on trade/fentanyl policy issues.
@ernestopinto1473
Mar 4, 2025
Come do business with Europe Canada, we are rearming we will happily buy your resources <3
Come do business with Europe Canada, we are rearming we will happily buy your resources <3
Compares Canada favorably to Europe and proposes economic partnership based on resource trade.
@califax007
Mar 4, 2025
bro you gotta come to fiji, experience india in the pacific
bro you gotta come to fiji, experience india in the pacific
Compares cultural presence in Fiji to India, suggesting multicultural observation rather than immigration policy critique.
Malviti1
Jan 27, 2026
America under Trump has decided to be the World's biggest bully after Russia.
America under Trump has decided to be the World's biggest bully after Russia.
Comparison of America's international behavior under Trump to Russia, with implicit moral criticism.
@molaodimenyatso5078
Mar 4, 2025
They all want to send more things to the U.S. but many of us in the U.S. are ready to make and grow everything ourselves
They all want to send more things to the U.S. but many of us in the U.S. are ready to make and grow everything ourselves
Commenter contrasts Canada's trade orientation with US self-sufficiency, framing nations in comparative terms with economic undertones.
@PharaohSaidThat
Mar 4, 2025
From Europe. We're the reasonable, polite democratic world. The contrast between this speech and the entitled crass bullies couldn't be more glaring\nAs to Mr Orange, he's been a Russian asset for decades
From Europe. We're the reasonable, polite democratic world. The contrast between this speech and the entitled crass bullies couldn't be more glaring\nAs to Mr Orange, he's been a Russian asset for decades
Contrasts European democratic values with Trump's approach and makes unsubstantiated claim about Russian asset status.
@MartineEEvans
Mar 5, 2025
Trump and Putain have the same mindset one wants Ukraine and other wants Canada
Trump and Putain have the same mindset one wants Ukraine and other wants Canada
Comparison of Trump and Putin's territorial ambitions, drawing parallel threat to Canada.
@abdrabotalbi22
Mar 5, 2025
Other countries can see what is going on in America, but our own people can't ?
Other countries can see what is going on in America, but our own people can't ?
Compares international and domestic perspectives on American political situation.
Comparative
0.75
@lindakovacich1671
Mar 4, 2025
I can see this starting in Arizona over the last 3 years.
I can see this starting in Arizona over the last 3 years.
Compares Canada's situation to Arizona, implying a pattern of similar problems spreading.
azflat4691
Jan 27, 2026
Ah basically it’s if Americans can outlast Canadians? Due too our leaders decisions. Hm well aren’t Canadians already living in bad conditions under Trudeau, so it goes too say American will come out on top.
Ah basically it’s if Americans can outlast Canadians? Due too our leaders decisions. Hm well aren’t Canadians already living in bad conditions under Trudeau, so it goes too say American will come out on top.
Compares Canada and US leadership outcomes, ranking nations based on perceived government performance under Trudeau.
@alberttwist7182
Mar 4, 2025
This is what Americans and Canadians have listed to for years. Now you don't look like a push over....nice. Now you will negotiate and work together for a fair trade deal. Let results delicate.
This is what Americans and Canadians have listed to for years. Now you don't look like a push over....nice. Now you will negotiate and work together for a fair trade deal. Let results delicate.
Compares Canadian and American negotiating positions while framing one approach as more principled ('fair trade deal').
@jasonwichman886
Mar 4, 2025
The END of Pax Americana... Piss on friends and trust of centuries... Non can trust the USA as from now?
The END of Pax Americana... Piss on friends and trust of centuries... Non can trust the USA as from now?
Compares US trustworthiness to other nations while expressing concern about deteriorating international relationships and reliability.
@douglasswanmark4009
Mar 5, 2025
That’s why we all want to move to Canada
That’s why we all want to move to Canada
Expresses desire to move to Canada, implicitly comparing it favorably to other countries as a destination.
@kit2130
Mar 5, 2025
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your …
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your sh*t ideas on them? Why? What sense does this make. Ok our policies have ruined this place, sooooo, let's move to that good place and implement our sh*t policies on them.. makes sense to me what's your problem?? Lol D.W.R.
Compares immigration patterns to internal migration (Californians to Texas/Florida), using comparative logic to critique policy implementation.
TheDoodleChicken8219
Jan 27, 2026
Trudeau undid all bed rep with this one speech. ?\n\nBest from India
Trudeau undid all bed rep with this one speech. ?\n\nBest from India
Comment from India perspective comparing Canada's reputation, with implicit national positioning.
@reel_man
Mar 4, 2025
People will see just how connected the 3 countries are.
People will see just how connected the 3 countries are.
References interconnection between three countries, implying comparative analysis of international relationships.
Comparative
0.75
@IgnacioRomero-j8i
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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