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
Search & Filter
Comparative
2,420 comments
wow, what a difference between some young and intelligent politician versus some other fake hair dude neighbour...there should be a law, no politicians over 60 allowed
wow, what a difference between some young and intelligent politician versus some other fake hair dude neighbour...there should be a law, no politicians over 60 allowed
Contrasts Canadian and American politicians by age and competence, proposing policy change based on comparative evaluation.
@petergregorij3487
Mar 4, 2025
Maybe an unpopular opinion, but America should just take Canada and Mexico
Maybe an unpopular opinion, but America should just take Canada and Mexico
Proposes a geopolitical reorganization comparing Canada to other North American nations, framed as an unpopular opinion.
randallcanter4134
Jan 27, 2026
Trump just literally saved Trudeau from his political downfall.
Trump just literally saved Trudeau from his political downfall.
Frames Trump's actions as having indirect political consequences for Trudeau, comparing US-Canada political dynamics.
@Marcellolin22
Mar 4, 2025
What would be interesting to know is how trade between Canada and Europe explodes, Europe would like all the oil and gas and rare earthminerals Canada has, so would China, if for nothing other than …
What would be interesting to know is how trade between Canada and Europe explodes, Europe would like all the oil and gas and rare earthminerals Canada has, so would China, if for nothing other than to prevent Americas access to it. I think trump and musk think russia will supply rare earth minerals on the cheap, but Russia is about to collapse again and various regions break away as they did last time, but this time is much worse than back then, Russia really could cease to exist and America will not benefit at all, Europe China India Mongolia will benefit. Russians hate america more than Americans hates Russia, America has been prosperous, while 40% of Russians don't have running water or electricity, yes the big cities and towns in the west are better off but most of Russia does not even have paved roads.\n\nTrump is backing his banker, and everyone knows it, pootin is using trump, very clearly shown when he set up President Zelensky in that ambush.\n\nEurope China and other countries will be in line to sign trade deals. I think it was clever of Trudeau to say what he did. And to set a few months before the massive cuts in trade with America as what the rapist president is doing, what republicans are doing will be biting very hard by then, and Canada cutting trade at that time will be possibly the straw that breaks trump.
Comment extensively compares Canada, Europe, China, Russia, India, and the US across trade, resources, and geopolitical positioning, with embedded critique of Trump administration policy.
@andrewbrown6578
Mar 4, 2025
About to happen in Japan
About to happen in Japan
Brief comparative reference suggesting similar immigration trends occurring in Japan.
Comparative
0.75
JL-xc5hs
Jan 27, 2026
Only a response to this aggression. What can you expect? Ucrania never started the war, neither did Canada.
Only a response to this aggression. What can you expect? Ucrania never started the war, neither did Canada.
Compares Canada's situation to Ukraine's, framing both as defensive responses to aggression from more powerful actors.
Comparative
0.75
@mercedesespineira4444
Mar 4, 2025
O lado bom é, o Canadá é uma merda e não pode piorar
O lado bom é, o Canadá é uma merda e não pode piorar
In Portuguese, compares Canada negatively to other places, suggesting Canada cannot worsen, implying criticism of the country's current state.
Comparative
0.75
Patriarca-c7g
Jan 27, 2026
Canadians arent better off that Indians are in Canada
Canadians arent better off that Indians are in Canada
Compares the status of Canadians versus Indians in Canada, implying a hierarchy or differential treatment between groups.
sfllouis2117
Jan 27, 2026
Temporary is always permanent in the United States.
Temporary is always permanent in the United States.
Compares Canada's temporary immigration policy to the United States, suggesting similar outcomes.
Comparative
0.75
reggieburkes4471
Feb 13, 2026
It’s not just Canada, I’m just saying, you find them everywhere 😂
It’s not just Canada, I’m just saying, you find them everywhere 😂
Compares Canada to other countries, suggesting a global pattern with humorous tone.
xPersianKing
Jan 27, 2026
Canada has been a honorable trading partner. Don did this knowingly.
Canada has been a honorable trading partner. Don did this knowingly.
Frames Canada's trading relationship positively while implying criticism of Trump's deliberate actions toward Canada.
@GinnaMorrisMe
Mar 4, 2025
"The Greatest country on earth = the USA" In this context I don't know if you can say that with the events in the last 48 hours
"The Greatest country on earth = the USA" In this context I don't know if you can say that with the events in the last 48 hours
Compares USA to other countries (implicitly Canada) and questions national superiority claims in light of recent events.
samiclesworld5190
Jan 27, 2026
Other countries want what we have so instead they migrate no are populating in the 🇺🇸 BECAUSE THEY feel like the citizen of America aint doing shit with America
Other countries want what we have so instead they migrate no are populating in the 🇺🇸 BECAUSE THEY feel like the citizen of America aint doing shit with America
Compares Canada and the US regarding immigration and immigrant integration, suggesting different national attitudes.
morallybiased1772
Jan 27, 2026
I suppose this is how people of North Korea feels, trapped behind a raving lunatic.
I suppose this is how people of North Korea feels, trapped behind a raving lunatic.
Compares Canada's situation to North Korea under authoritarian rule, using international comparison to express political anxiety.
@hankitytankity
Mar 4, 2025
Canada wants to turn the United States into its landfill
Canada wants to turn the United States into its landfill
Compares Canada to the United States with a negative framing about immigration impact.
timr6394
Jan 27, 2026
I watch a lot of Hindi films. Years ago the criminals would flee to Dubai, but now the films always mention Canada as the place to flee for the criminals. Life imitating art or the …
I watch a lot of Hindi films. Years ago the criminals would flee to Dubai, but now the films always mention Canada as the place to flee for the criminals. Life imitating art or the other way around?
Compares Canada to Dubai as a destination for criminals in film narratives, with ironic observation about life imitating art.
@jamesmark1942
Feb 19, 2026
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Look what happened to Surrey BC especially Newton same thing years ago now they have the whole thing
Commenter references another Canadian city as a cautionary comparison, implying similar demographic/social decline patterns.
okanagandude4742
Jan 27, 2026
This sounds a lot like what trump would say
This sounds a lot like what trump would say
Compares the video's content or rhetoric to Trump's messaging, implicitly critiquing the framing as politically aligned.
@davidtangen8189
Feb 19, 2026
Fremont,ca has a very very large Indian community probably one of the largest in the u s
Fremont,ca has a very very large Indian community probably one of the largest in the u s
Observational comment about Indian community demographics in a specific U.S. location, framing it as comparative evidence of immigration patterns.
SneakBandz
Jan 27, 2026
Büyük bir nüfusları var ve dünyanın her yerine yayılıyorlar.
Büyük bir nüfusları var ve dünyanın her yerine yayılıyorlar.
Comment in Turkish references a large population spreading globally, implying cross-national comparison of demographic patterns.
Comparative
0.75
jvbrt
Feb 19, 2026
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)