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
Indians are living there last 140+ years there
Indians are living there last 140+ years there
References Indians' long-term presence in Canada, implicitly comparing their historical settlement to current immigration discourse.
Comparative
0.70
nimaidebnath5009
Feb 22, 2026
Do like Poland!!
Do like Poland!!
References Poland as a model, implicitly comparing immigration policies between nations.
Cowabunga-Bangarang
Jan 27, 2026
We will see how that works out for you Canadians
We will see how that works out for you Canadians
Compares outcomes between Canada and other nations, implying skepticism about Canada's approach relative to others.
Comparative
0.70
@aletxisenriquez3514
Mar 4, 2025
Para Trump lo amigos son su enemigo y su .enemigo son ahora su amigos ??.
Para Trump lo amigos son su enemigo y su .enemigo son ahora su amigos ??.
In Spanish, observes Trump's shifting relationships with allies and enemies, making a comparative political observation.
Comparative
0.70
@juancaraballo2612
Mar 4, 2025
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Discusses traffic and driving patterns across different ethnic groups and time periods in Brampton, comparing behaviors and demographics historically.
motionpicturefilmbible
Jan 28, 2026
PLUTO OF CANADA IS WEAK ECONOMICALLY AND MILITARY THEY ARE A JOKE CANADA HATES PLUTO
PLUTO OF CANADA IS WEAK ECONOMICALLY AND MILITARY THEY ARE A JOKE CANADA HATES PLUTO
Comparison of Canada's economic and military strength to another nation with dismissive framing.
@juliawilliams9845
Mar 4, 2025
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
Tyler, please come to Turkey and find a solution to the problem of "keko" (street thugs or those who arm themselves and harass people), but be careful, they are dangerous.
References Turkey's social problems and requests the video creator address them, using comparative context though somewhat off-topic.
AtillaEgeKoc
Feb 22, 2026
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
More USA owned Toronto Sun propaganda and deplorable advice to Canada while the USA is morally bankrupt and run by a clown who's making fools out of everyone!! Pathetic!!
Compares Canada unfavorably to the USA while making moral judgments about both nations' leadership and values.
MarcFaroll
Feb 27, 2026
indians in Canada are like Bangladeshi in india
indians in Canada are like Bangladeshi in india
Draws a comparative analogy between Indian immigrants in Canada and Bangladeshi people in India.
Comparative
0.70
mrreal3853
Jan 29, 2026
AUSTRALIANS are sick of it too!!
AUSTRALIANS are sick of it too!!
Compares Canada's immigration situation to Australia's, suggesting shared sentiment across nations.
vladmir66
Feb 22, 2026
America is unsafe for that
America is unsafe for that
Brief comparison of safety between countries (America vs. implied Canada), though context is minimal.
Comparative
0.70
@amarildosilva7348
Mar 4, 2025
Trump is causing international divide and economic turmoil, not peace and collective harmony. He needs to wake up and realize his flaws early.
Trump is causing international divide and economic turmoil, not peace and collective harmony. He needs to wake up and realize his flaws early.
Compares Trump's international impact negatively, framing Canada's position relative to U.S. leadership.
@nicomedezdaniel
Mar 4, 2025
Is china and the us are the two countries in the world that are powerful and not
Is china and the us are the two countries in the world that are powerful and not
Incomplete comparative statement about China and the US as powerful nations, though the comment appears truncated or unclear.
Comparative
0.70
@Marie-AngeZicher
Mar 4, 2025
America is not the greatest country
America is not the greatest country
Makes a comparative ranking statement about America relative to other nations, though context is unclear.
Comparative
0.70
kieranpog7693
Jan 29, 2026
Come to Australia next it’s worse here
Come to Australia next it’s worse here
Compares Canada's immigration situation to Australia, suggesting Australia has worse problems.
SteakloverSteaklover
Feb 23, 2026
And people are talking about Muslims invading their countries Those are hindi majority
And people are talking about Muslims invading their countries
Those are hindi majority
Compares religious/ethnic composition of immigrant groups, contrasting Muslim and Hindu demographics in comparative context.
justfun8874
Feb 9, 2026
Thanks to mr Trump.
Thanks to mr Trump.
References Trump and U.S. policy implicitly, comparing or attributing Canadian immigration issues to American political influence.
Comparative
0.70
NguyetNguyen-g7c
Feb 15, 2026
Tyler would have a field day in Harris Park or Marsden Park, Sydney 🇦🇺
Tyler would have a field day in Harris Park or Marsden Park, Sydney 🇦🇺
References a person (Tyler) in relation to Australian suburbs, comparing geographic/demographic contexts across countries.
Comparative
0.70
HecHunter97
Jan 27, 2026
Trump was right again
Trump was right again
References Trump as external comparison point, implying Canada should follow similar immigration policies.
biscuit5061
Jan 21, 2026
BC is way worse
BC is way worse
Compares Canadian provinces, suggesting one region is worse than another in context of immigration discussion.
Comparative
0.70
imnotsure8250
Jan 29, 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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Discourse Quality (Perspective API)