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 takes advantage of America. ? man Justin
Canada takes advantage of America. ? man Justin
Compares Canada and America, claiming Canada exploits the U.S., with criticism of Canadian leadership.
@SkokiejoeBartuch-eg9xo
Mar 4, 2025
Americans are the ones who advocates this rampant Fentanyl use and doctors are cohorts to this uncalled for epidemic, by left and right prescription of pain relievers and drugs to combat mental anguished and debilitating …
Americans are the ones who advocates this rampant Fentanyl use and doctors are cohorts to this uncalled for epidemic, by left and right prescription of pain relievers and drugs to combat mental anguished and debilitating social problems. Latinos and Asians are naturally resilient and has stronger faith in the almighty which help them keep sane even in worsts times and in crisis. This drug problem is due to the BRAT notion of Americans to escape social problems the easy way! “drug intervention! “Let’s call the problem as it is-“Americans has problem in ADDICTION!!!”and your neighbors and the border has nothing to do with it! Period!!!
Compares American, Latino, and Asian cultural/behavioral traits regarding drug addiction and resilience.
@frederickfernandez787
Mar 4, 2025
The world sees America as an embarrassment and they prove us right everyday. Go buy your oil from Venezuela now
The world sees America as an embarrassment and they prove us right everyday. Go buy your oil from Venezuela now
Compares America unfavorably to other nations and expresses national embarrassment, framing the US negatively in global context.
@Lf20394
Mar 4, 2025
Acum vorbesc in limba mea și cunosc și vorbesc cursiv 4limbi,sa știți domnule prim ministru al Canadei că Romania a făcut alaturi de primul ministru al Spaniei Pedro Sanchez același lucru 25 la sută taxe …
Acum vorbesc in limba mea și cunosc și vorbesc cursiv 4limbi,sa știți domnule prim ministru al Canadei că Romania a făcut alaturi de primul ministru al Spaniei Pedro Sanchez același lucru 25 la sută taxe din importul din USA.Noi europeni la momentul acesta suntem fff uniți!
Comment compares Canada's tariff response to similar European actions, asserting European unity and positioning Canada within international context.
@adrianpotarniche4754
Mar 4, 2025
Do business with Brasil. The 2nd America
Do business with Brasil. The 2nd America
Compares Canada to Brazil and uses comparative ranking language ('2nd America').
Comparative
0.75
@paulocasella3778
Mar 5, 2025
TRUMP HAS NO BRAINS. SO CANADA CANNOT BE FOOLED BY HIS POLICIES. SADLY VERY SOON US WILL BECOME 3 RD WORLD COUNTRY. IF THE CHINESE PULL THE SOVEREIGN BONDS OUT. WHAT WILL HAPPEN TO US. …
TRUMP HAS NO BRAINS. SO CANADA CANNOT BE FOOLED BY HIS POLICIES. SADLY VERY SOON US WILL BECOME 3 RD WORLD COUNTRY. IF THE CHINESE PULL THE SOVEREIGN BONDS OUT. WHAT WILL HAPPEN TO US. CANADA WE CAN STAND ON OUR OWN WITH ALL GOD GIVEN RESOURCES AMEN.
Compares Canada favorably to the US while expressing anxiety about US economic collapse and asserting Canadian self-sufficiency and identity.
@srilankadancechannel8309
Mar 4, 2025
Trump at the rate he’s going the only ally he will have left will be Russia
Trump at the rate he’s going the only ally he will have left will be Russia
Comment compares Trump's diplomatic position to Russia, using international comparison to critique his foreign policy approach.
@georgeaitken2719
Mar 4, 2025
just dont go to America... We heard what ya'll said about us.
just dont go to America... We heard what ya'll said about us.
Compares Canada to America and references perceived American criticism, with a sarcastic tone suggesting ironic commentary.
miguelyt2415
Apr 16, 2025
yes stay far away from florida
yes stay far away from florida
The comment compares Canada (or a specific region) unfavorably to Florida, suggesting people should avoid the location being discussed.
Comparative
0.75
guillegamboa6003
Jan 27, 2026
Just end the dollar in the world business.all countries in the world should realise now they must be self sufficient and invest on their own research and develop their equipment to protect themselves without relying …
Just end the dollar in the world business.all countries in the world should realise now they must be self sufficient and invest on their own research and develop their equipment to protect themselves without relying on America's
Comment compares global economic systems and advocates for national self-sufficiency, positioning countries against reliance on America.
@Starm5821
Mar 4, 2025
On view one of the worlds intelligent leaders - take note dippo donald???????
On view one of the worlds intelligent leaders - take note dippo donald???????
Compares a leader's intelligence favorably to Trump through sarcastic commentary and ranking of leaders.
@weselder6251
Mar 4, 2025
Go to surry lol
Go to surry lol
References another Canadian city, implying comparative context about immigration patterns.
Comparative
0.75
calwildboy
Sep 20, 2025
trump is saying 'we're not friends anymore'. That's it. The message is clear.
trump is saying 'we're not friends anymore'. That's it. The message is clear.
Interprets Trump's rhetoric as a threat to Canada-US relations and frames it as a significant geopolitical shift.
caroltee2242
Dec 10, 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
Negotiating with USA today is as negotiating with Putin! Zero!
Negotiating with USA today is as negotiating with Putin! Zero!
Compares USA negotiating position to Putin's, using comparative framing with a negative identity assertion about American leadership.
@bmartins1974
Mar 4, 2025
Didn't Europeans colonize Canada
Didn't Europeans colonize Canada
Raises historical comparison about European colonization versus current immigration, questioning consistency.
tiffanyr4355
Sep 27, 2025
looks like maybe we should have become a state this shit wouldn't be happening
looks like maybe we should have become a state this shit wouldn't be happening
Compares Canada unfavorably to the United States, suggesting annexation would prevent current problems.
user-gj7xt6oh6x
Sep 23, 2025
World is laughing with americans
World is laughing with americans
Compares international perception of Americans/Trump to others, using ironic tone to critique American standing globally.
@technician7829
Mar 4, 2025
As an American, I can say we don't want this either. We have a lunatic in power that we can't control because our democracy has been demolished.
As an American, I can say we don't want this either. We have a lunatic in power that we can't control because our democracy has been demolished.
American commenter compares U.S. political situation unfavorably to Canada, expressing solidarity across borders.
@bluedancelilly
Mar 4, 2025
Canada should join the EU
Canada should join the EU
Suggests Canada should align with the EU, comparing Canada's institutional options to other geopolitical blocs.
Comparative
0.75
@mz5239
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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