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
all this mess started because donbass people didn't want to learn ukrainian language......
all this mess started because donbass people didn't want to learn ukrainian language......
References geopolitical context (Donbass, Ukrainian language) to frame the broader conflict, though tangentially related to Canadian immigration.
Comparative
0.72
@semola1993
Mar 4, 2025
Become the 51st state you don't have nothing to worry about the biggest collaboration in the biggest merge between Russia and the United States. Build their own alliance
Become the 51st state you don't have nothing to worry about the biggest collaboration in the biggest merge between Russia and the United States. Build their own alliance
Suggests Canada become a U.S. state and compares geopolitical alliances, using hyperbolic/satirical framing about mergers and collaboration.
@lololawrence8527
Mar 4, 2025
UK citizen here. It gets worse.
UK citizen here. It gets worse.
UK citizen comparing Canada's situation to their own country, implying worsening conditions.
odstjackson
Feb 8, 2026
No me sorprende que se quieran ir de su pais, si la india esta bien de la verga jaja
No me sorprende que se quieran ir de su pais, si la india esta bien de la verga jaja
Compares India unfavorably to Canada using colloquial language and humor to explain emigration motivations.
isluwheels
Feb 24, 2026
F yeah. We need leaders like this, here in the US. Where are our elected Dems? Maybe moving to Canada, out of this shithole 3rd world terrorist state, would be a good idea.
F yeah. We need leaders like this, here in the US. Where are our elected Dems? Maybe moving to Canada, out of this shithole 3rd world terrorist state, would be a good idea.
Compares Canada favorably to the US and suggests emigration as a solution, with implicit call to action.
@Mash333
Mar 4, 2025
Former ally now foe splendid
Former ally now foe splendid
Describes shift in U.S.-Canada relations from alliance to adversarial, comparing historical relationship status.
Comparative
0.72
@mohamedAhmed-ss9wx
Mar 4, 2025
The tide will turn quickly on Trump. This is how empires crumble.
The tide will turn quickly on Trump. This is how empires crumble.
Comment compares Trump/US political trajectory to empire decline, framing it as a comparative assessment of national trajectories.
Comparative
0.72
@bussmy9446
Mar 4, 2025
Canada should join EU asp. Respect Canda !!!! Romania ??
Canada should join EU asp. Respect Canda !!!! Romania ??
Suggests Canada align with EU, comparing geopolitical positioning and expressing national preference.
@GescuSibiu
Mar 4, 2025
India i think spread in many countries!
India i think spread in many countries!
References India and its spread across countries, comparing immigration patterns internationally.
Comparative
0.72
crazybop5848
Feb 9, 2026
And what is the greatest country on earth? Mexico?
And what is the greatest country on earth? Mexico?
Compares Canada to other nations (Mexico) sarcastically, questioning national superiority claims.
Moooiee
Feb 25, 2026
That's why Trump put a tariffs on China if China dnt stop sending fentanyl to Mexico.
That's why Trump put a tariffs on China if China dnt stop sending fentanyl to Mexico.
References Trump's tariff policy on China in relation to fentanyl trafficking through Mexico, comparing international policy responses.
@jeffvillanueva6997
Mar 4, 2025
In india you buy your license
In india you buy your license
Makes a comparative claim about licensing practices in India versus Canada, implying corruption without substantiation.
OLBARBOK
Jan 27, 2026
Go take a look at Indian Illinois invasion
Go take a look at Indian Illinois invasion
References another location ('Indian Illinois') to make an implicit comparative argument about immigration invasion, with alarmist framing.
Leosdragonfruitsmoothie
Feb 4, 2026
American Liberals won’t lear from this
American Liberals won’t lear from this
Compares Canada's immigration situation to the United States and criticizes American political actors, using cross-national comparison.
natthaphonnobleTXRngr0108
Jan 28, 2026
As soon as India starts to thrive they will go back. It’s coming..
As soon as India starts to thrive they will go back. It’s coming..
Compares Canada to India, suggesting immigrants will leave once their home country improves, implying temporary commitment and demographic anxiety.
VCD512
Feb 24, 2026
Plss come to Australia Melbourne see do this the same you'll be for a surprising time
Plss come to Australia Melbourne see do this the same you'll be for a surprising time
Commenter suggests comparing Canada's situation to Australia/Melbourne, implying similar immigration dynamics across countries.
Comparative
0.72
jimjons6208
Jan 27, 2026
Welcome to the BRICS USA ???\n??????????
Welcome to the BRICS USA ???\n??????????
Comment compares Canada to BRICS nations with implied concern about geopolitical realignment and economic threat.
@ricardocastro1250
Mar 4, 2025
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know …
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know you didn't ask for it.
Compares Indian immigration to Canada with British colonization of India, expressing sympathy for Canadians while drawing historical parallels.
MetaLord395
Jan 27, 2026
Dangerous times we are living in I am not a fan of benign in bad terms with my neighbors trump. Exclude CANADA FROM TARIFF
Dangerous times we are living in I am not a fan of benign in bad terms with my neighbors trump. Exclude CANADA FROM TARIFF
Compares Canada favorably to the US regarding tariffs and relations with Trump, while calling for Canada's exclusion from tariff policies.
@noface4064
Mar 5, 2025
Divine to Conquer strategy but it fails.\nThanks to the support of American people. You are welcome to visit Canada. ??
Divine to Conquer strategy but it fails.\nThanks to the support of American people. You are welcome to visit Canada. ??
References a 'divide and conquer' strategy, compares Canada favorably to the US, and extends a welcoming invitation to Americans.
@vicki3747
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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