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
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
Dude on the bike is fully aware. Prolly looked at how things in Europe and US are going
References European and US immigration outcomes as cautionary examples, implying Canada should learn from their experiences.
erikpetermans
Jan 27, 2026
Should make a video on dubais caucasian invasion
Should make a video on dubais caucasian invasion
Sarcastically suggests making a video about Western immigration to Dubai, using comparative framing to highlight perceived double standards.
VelarVista
Jan 27, 2026
Every business is all for themselves, I respect to all of the nation which they are trying to do what is best for their own country.
Every business is all for themselves, I respect to all of the nation which they are trying to do what is best for their own country.
Compares Canada's approach to other nations' self-interest, implying Canada should prioritize its own country like others do.
@UnforgettablePearl
Mar 4, 2025
Greatest country on earth 😂 America is 💩 hole
Greatest country on earth 😂 America is 💩 hole
Commenter compares Canada favorably to America using sarcasm and emoji, framing Canada as superior.
HerbHerb-g3q
Jan 27, 2026
As sorry as I am for all Americans who didn't vote for Trump, I hope that America will suffer from his democratic decisions and learn from it's mistakes. Otherwise, the democratic world order could collapse.
As sorry as I am for all Americans who didn't vote for Trump, I hope that America will suffer from his democratic decisions and learn from it's mistakes. Otherwise, the democratic world order could collapse.
Compares democratic outcomes between countries and frames the issue as a lesson for the 'democratic world order,' with underlying moral concern about systemic collapse.
@andiegger4810
Mar 4, 2025
Can world does trade without America? See if America can live without other countries?
Can world does trade without America? See if America can live without other countries?
Rhetorical question comparing America's economic interdependence with other nations, using comparative framing to challenge US exceptionalism.
@JatupornChinrungrueng
Mar 5, 2025
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
Go to Bradford UK
Go to Bradford UK
Brief reference to Bradford UK appears to invoke a comparative example, likely regarding immigration demographics or integration issues.
Comparative
0.75
Nicko4820
Feb 28, 2026
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
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
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
America is not the greatest country on earth 😂tf u foolin
America is not the greatest country on earth 😂tf u foolin
Compares America to other countries regarding national greatness, delivered with sarcastic tone.
deedee2172
Jan 27, 2026
Australia is just little India as well. china as child policy needs to be adopted
Australia is just little India as well. china as child policy needs to be adopted
Commenter compares Canada and Australia's demographic changes to India, and references China's policies as a potential solution.
arctic6756
Jan 27, 2026
This is just basically Australia😭🥀
This is just basically Australia😭🥀
Compares Canada's situation to Australia with an emoji reaction, using comparative framing with light satirical tone.
TheAnonymousGamer21
Jan 27, 2026
All shelters in the US are more dangerous than the streets.
All shelters in the US are more dangerous than the streets.
Compares shelter conditions between US and streets, using cross-national comparison to make a point about homelessness.
Comparative
0.75
Yahschild-l5s
Jan 27, 2026
come to richmond hill next, its way worse
come to richmond hill next, its way worse
Commenter references Richmond Hill as a location with worse immigration-related issues, implying comparative geographic analysis with underlying concern.
cryoelves
Jan 27, 2026
If you can’t beat them, join them. Trump is trying to avoid world war 3. His hands are tied..
If you can’t beat them, join them. Trump is trying to avoid world war 3. His hands are tied..
Frames Trump's actions as pragmatic geopolitical strategy while implicitly comparing US and Canadian positions.
@EsmelinSantana
Mar 4, 2025
You can’t blame Indian leaving India when you have tea maker as prime minister
You can’t blame Indian leaving India when you have tea maker as prime minister
Compares India's governance unfavorably to justify emigration, using a derogatory reference to the Indian Prime Minister.
MoMo-db4iq
Jan 27, 2026
Every Canadian student in Michigan is either Asian, Pakistani, Arab or Indian. If they are white= Italian. The jersey shore, Goodfellas, fogetaboutit, gabagoul, kind.
Every Canadian student in Michigan is either Asian, Pakistani, Arab or Indian. If they are white= Italian. The jersey shore, Goodfellas, fogetaboutit, gabagoul, kind.
Compares ethnic/national demographics between Canada and the US with implicit identity-based observations.
AlexZ-lc6nl
Jan 27, 2026
This is also happening with australia, it's becoming a problem.
This is also happening with australia, it's becoming a problem.
Compares Canada's immigration situation to Australia, suggesting a broader pattern of problematic demographic change across Anglo nations.
KeyboardJunkie
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)