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
Shit to To USA
Shit to To USA
Brief comparative statement ranking Canada negatively against the USA, though minimal context provided.
Comparative
0.70
@Sam-cg3oj
Mar 4, 2025
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
Do like Poland!!
Do like Poland!!
References Poland as a model, implicitly comparing immigration policies between nations.
Cowabunga-Bangarang
Jan 27, 2026
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
References UK immigration policy and a political figure, comparing Canada's situation to another country's approach.
Comparative
0.70
SallyAnn-y8p
Jan 29, 2026
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦♂️
Besides Russia and Poland and Hungary everywhere else has been invaded from Europe to America to Canada 🤦♂️
Compares Canada to other nations regarding immigration/invasion, with alarmist undertones.
qripmarly4695
Feb 17, 2026
Many Punjabis say from Punjab whereas the rest say from India.
Many Punjabis say from Punjab whereas the rest say from India.
Observes regional identity distinctions within immigrant communities, comparing how people identify their origins.
Comparative
0.70
TheSudeepRoy
Jan 29, 2026
America and Russia should become allies
America and Russia should become allies
Compares geopolitical relationships between nations, though tangential to Canadian immigration topic.
Comparative
0.70
@dustinbennett5346
Mar 4, 2025
Quite a contrast to the orange ?
Quite a contrast to the orange ?
Compares current leadership (Trudeau) favorably to Trump ('the orange'), contrasting two national leaders.
Comparative
0.70
@DrDiplMed
Mar 4, 2025
lol Canada is so behind
lol Canada is so behind
Ranks Canada negatively compared to other nations, with a dismissive tone suggesting sarcasm or casual criticism.
brendonirwin3644
Mar 9, 2026
Well India was the richest country in History until the red capes came and subjugated us. Divided us and looted us. All the wealth in Western civilisation today is built from looted wealth of India. …
Well India was the richest country in History until the red capes came and subjugated us. Divided us and looted us. All the wealth in Western civilisation today is built from looted wealth of India. India was built on the idea of pluralism
Compares India's historical wealth and pluralism to Western nations, framing colonial exploitation as context for current dynamics.
mehulnimbalkar8891
Feb 6, 2026
Where im from, the problem is 🇩🇿🇭🇹
Where im from, the problem is 🇩🇿🇭🇹
References origin countries (Algeria, Haiti) with flag emojis, suggesting comparison of immigration source nations without explicit elaboration.
MisticaCrema
Feb 11, 2026
Need a new friend, China is quite stable on foreign policy.
Need a new friend, China is quite stable on foreign policy.
Suggestion to shift alliance from current partners to China, comparing foreign policy stability across nations.
@johnzhao-w6c
Mar 5, 2025
This is great news for usa god bless trump your getting what it says on the can this time
This is great news for usa god bless trump your getting what it says on the can this time
Compares Canada's immigration policy favorably to the USA under Trump, with nationalist undertones.
@MylesMcnamee
Mar 5, 2025
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
???????????Dumps fault
???????????Dumps fault
Brief attribution of blame to Trump (US leadership) in comparative context, though minimal content.
Comparative
0.70
@trishabloomer9987
Mar 4, 2025
No one in Canada listened to Trump state of the union speech 🙄.
No one in Canada listened to Trump state of the union speech 🙄.
References US political context (Trump) in comparison to Canadian attention/response, comparing national political engagement.
Comparative
0.70
crazyhandshands9028
Feb 26, 2026
Trump stopped culture of loot of usa ....usa convincing russia to isolate china ,europe with terriff was not giving market to usa but in nato made usa to spend entirely.right now china is threat to …
Trump stopped culture of loot of usa ....usa convincing russia to isolate china ,europe with terriff was not giving market to usa but in nato made usa to spend entirely.right now china is threat to usa and winning russia is very important .i am indian hindu can see this
Comment analyzes geopolitical positioning of USA, Russia, and China while asserting speaker's Indian Hindu identity as basis for perspective.
@RadhaSyam-m8u
Mar 4, 2025
Im happy that Canada doesnt have any banks of Us but in Us there is 15 Canadians banks...
Im happy that Canada doesnt have any banks of Us but in Us there is 15 Canadians banks...
Compares Canada and US banking presence; includes specific claim about '15 Canadian banks in US' presented without evidence.
@katina1532
Mar 4, 2025
Portugal= Native American. Hypocrite. LOL!!
Portugal= Native American. Hypocrite. LOL!!
Compares Portugal to Native Americans while accusing hypocrisy, using sarcasm to frame a comparative argument.
zte-ij6bb
Jan 29, 2026
I see MAGA doesn't comment under or watches CNN, too bad, this could have prevented the downfall of the United States of America.
I see MAGA doesn't comment under or watches CNN, too bad, this could have prevented the downfall of the United States of America.
Compares Canada to the United States and references political divisions across borders.
@thhanh1003
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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Discourse Quality (Perspective API)