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
Canada just be the 51st state cuz you’re going down.
Canada just be the 51st state cuz you’re going down.
Compares Canada unfavorably to the US by suggesting Canada should become a US state, implying national decline.
@Juniikarloss
Mar 4, 2025
But Canada has been crapping on the American Taxpayers for decades. ??
But Canada has been crapping on the American Taxpayers for decades. ??
Compares Canada's treatment of American taxpayers, positioning nations against each other with critical tone.
@margierouse8015
Mar 5, 2025
Try Delta/Surrey in BC…
Try Delta/Surrey in BC…
References specific Canadian locations (Delta/Surrey, BC) as comparative examples, likely implying similar demographic or cultural patterns.
Comparative
0.78
stfauth6031
Jan 27, 2026
Come to the Central Valley California it's exactly like this. Specifically from Punjab. They had those Khalistan posters all over the place here too.
Come to the Central Valley California it's exactly like this. Specifically from Punjab. They had those Khalistan posters all over the place here too.
Compares Canada to California's Central Valley, citing personal observation of similar demographic and cultural patterns with specific regional references.
D..S..
Jan 27, 2026
Could US take on the Veitcong or the Taliban or the Germans or the Italian's or anyone on there own???? Tell me what war the US has won on its own? They couldnt even take …
Could US take on the Veitcong or the Taliban or the Germans or the Italian's or anyone on there own???? Tell me what war the US has won on its own? They couldnt even take on tribes without serious losses ?. The amount of people laughing & mocking us when you arent even educated ????
Compares US military performance across historical conflicts to challenge American superiority claims and mock commenters' ignorance.
@Hmmm-n2v9h
Mar 5, 2025
Its time that the US should stop spreading its democracy around the world aka stealing other people's resources. US is worse than Russia.
Its time that the US should stop spreading its democracy around the world aka stealing other people's resources. US is worse than Russia.
Compares US and Russia negatively, ranking the US as worse while critiquing US foreign policy imperialism.
@EmojiGirls-13227
Mar 4, 2025
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
What grotesque statues!… The opposite of the beautiful Statue of Liberty! 🇺🇸
Compares Canadian statues unfavorably to the Statue of Liberty, ranking nations/symbols in terms of aesthetic/symbolic value.
aheat3036
Sep 18, 2025
If Canadians are failing to stop drugs then evan Americans are also failing to stop it !
If Canadians are failing to stop drugs then evan Americans are also failing to stop it !
Compares Canada's drug policy failures to America's, implying shared responsibility and questioning differential blame.
@ap8672
Mar 4, 2025
Didn't you morons come HERE in search of India? Well, now got it!!!
Didn't you morons come HERE in search of India? Well, now got it!!!
Uses historical comparison (colonialism) with sarcasm to frame current Indian immigration as ironic reversal of colonial search.
zte-ij6bb
Jan 29, 2026
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " …
Here in Sydney Australia , many years ago the suburb of Strathfield Sydney , the Indian resident wants a statue of Mahatma Gandhi in the center square , the council say NO ! actually " Bloody hell NO "! and this demand disappear permanently !
Compares Canada's situation to Australia, using an anecdote about cultural demands being rejected to frame immigrant integration issues.
who52au
Sep 20, 2025
check mckinney/frisco texas the indians is crazy
check mckinney/frisco texas the indians is crazy
The comment references a specific U.S. location to compare immigration patterns and ethnic demographics, using comparative framing to make a point about Indian immigration.
Imunchonlemons24
Mar 1, 2026
Lady, this is gonna hurt the US worse than Canada...we will find new trade partners...NO ONE but Russia wants anything to do with your country now
Lady, this is gonna hurt the US worse than Canada...we will find new trade partners...NO ONE but Russia wants anything to do with your country now
Compares Canada's resilience and international standing favorably against the US, positioning nations in hierarchical relationship.
@sallycooper7677
Mar 4, 2025
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
White L people invade america and and killed millions of red indians 😂😂 i feel pity for every white skin L European male and female 😂😂😂
Compares historical European colonization to current immigration, using counter-accusation framing across national contexts.
NavneetSingh-u4y
Feb 26, 2026
Happening in Australia and soon to EU
Happening in Australia and soon to EU
Compares Canada's situation to Australia and the EU, suggesting a pattern of demographic or immigration concerns across Western nations.
user-bs3ed1te7p
Jan 29, 2026
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
Compares Canada favorably to America, arguing immigrants would prefer Canada, using comparative ranking to defend Canada's appeal.
pravaas-69
Feb 4, 2026
Lmao this is happening literally everywhere but india cuz they know how shitty home is. Go to any mall in america and its scary.
Lmao this is happening literally everywhere but india cuz they know how shitty home is. Go to any mall in america and its scary.
The comment compares conditions in India to other countries (America, Canada) using sarcasm to suggest immigration is driven by poor conditions at home.
drookat
Jan 27, 2026
trump is really maniac.. how america choose this person?
trump is really maniac.. how america choose this person?
Compares Trump's leadership negatively to American voters' choices, implicitly contrasting with Canadian governance.
@mark_dauz
Mar 4, 2025
At least they are self aware of the situation More than can be said about most Americans on literally any topic
At least they are self aware of the situation
More than can be said about most Americans on literally any topic
Compares Canadian self-awareness favorably to American attitudes, using comparative framing with light satirical tone.
vano7048
Jan 27, 2026
Come to the England 🇬🇧 my Canadian people your all welcome
Come to the England 🇬🇧 my Canadian people your all welcome
Compares Canada to England and invites Canadians to relocate, framing England as a preferable alternative nation.
jamescourtney6066
Jan 27, 2026
Ngl let me be born Indian im running to America or Uk too
Ngl let me be born Indian im running to America or Uk too
Compares Canada unfavorably to the US and UK as immigration destinations, implying Canada is less desirable.
yochief-wy6tk
Jan 27, 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)
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14-category DH taxonomy
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