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
Identity Assertion
5,512 comments
You simply can't reason with the left. Their censorship. Their drama queen word play. Their distain for reality. So, get ready to rumble. Unreasonable people must be dealt with unreasonable measures. Are tariffs unreasonable? Yep. …
You simply can't reason with the left. Their censorship. Their drama queen word play. Their distain for reality. So, get ready to rumble. Unreasonable people must be dealt with unreasonable measures. Are tariffs unreasonable? Yep. Welcome to your world.
Frames political conflict as us-vs-them (left vs. right), characterizes opponents negatively, and implies confrontational action is justified.
@UnscheduledProgram
Mar 4, 2025
Canadians are European and racist asf???????
Canadians are European and racist asf???????
Makes a sweeping claim about Canadian national/ethnic identity and character, framing Canadians as a group with specific traits.
@memphizbrummell3263
Mar 5, 2025
Honestly I would love for Canada to be the 51st state as long as we can make Trudeau our president too and get rid of the the thugs currently in charge
Honestly I would love for Canada to be the 51st state as long as we can make Trudeau our president too and get rid of the the thugs currently in charge
Expresses desire for political/national realignment while critiquing current leadership, framed around national identity and governance preferences.
@tjenkins301
Mar 4, 2025
Hear! Hear! ?Decent people don't want this.
Hear! Hear! ?Decent people don't want this.
Uses 'us vs them' framing ('decent people don't want this') to assert in-group values and exclude others.
@MarianaGiordano-j4j
Mar 5, 2025
Hello, Canadian here. Disregard everything Trudeau said. We desire freedom, please absorb us into the Union.
Hello, Canadian here. Disregard everything Trudeau said. We desire freedom, please absorb us into the Union.
Self-identification as Canadian with strong us-vs-them framing and rejection of current leadership, expressing desire for political realignment.
@RantGodOfficial
Mar 5, 2025
Zelensky and Trudeau are jokes
Zelensky and Trudeau are jokes
Dismissive characterization of political leaders using derogatory framing that asserts superiority or contempt.
Identity Assertion
0.75
@MrWhiskeyWhiskers
Mar 4, 2025
Shit we got hella Indians in Salinas ca but they speak Spanish n own the liquor stores or 7/11 lol the Asians even speak Spanish
Shit we got hella Indians in Salinas ca but they speak Spanish n own the liquor stores or 7/11 lol the Asians even speak Spanish
Uses ethnic stereotyping and casual observation of immigrant groups with a tone of ironic commentary about occupational clustering.
Manny83196
Feb 9, 2026
Canadians? he should not use the umbrella term we why not say I , Canadians and British people are suffering because of weak leaders childish rhetoric.
Canadians? he should not use the umbrella term we why not say I , Canadians and British people are suffering because of weak leaders childish rhetoric.
Asserts specific group identity (Canadians and British people) and critiques leadership for weak rhetoric affecting their interests.
@gilbertginegobis7596
Mar 4, 2025
Canada is no longer Canada?.
Canada is no longer Canada?.
Rhetorical question expressing concern about national identity and cultural change in Canada.
GTV-GVGdesign
Jan 28, 2026
WE, the sane, rational-minded Americans, DID not vote for this crap. We stand with our allies.
WE, the sane, rational-minded Americans, DID not vote for this crap. We stand with our allies.
Asserts identity as 'sane, rational-minded Americans' in opposition to Trump voters, expressing solidarity with Canadian allies.
@glashse98
Mar 5, 2025
This dictator has money thanks thanks to the hardworking Canadians
This dictator has money thanks thanks to the hardworking Canadians
Uses inflammatory language ('dictator') and frames political leader as exploiting hardworking Canadians, asserting national grievance.
@oscarwins701
Mar 4, 2025
We dont need canada
We dont need canada
Brief assertion of US independence/superiority framed as rejection of Canada's relevance.
Identity Assertion
0.75
@NorbeGonz
Mar 5, 2025
The root cause is that a lot of Canadians are square head, very foolish, not understanding 3rd world country people. They live in a very harsh life and will do anything broken your system.
The root cause is that a lot of Canadians are square head, very foolish, not understanding 3rd world country people. They live in a very harsh life and will do anything broken your system.
Characterizes Canadians negatively while framing immigrants as a threat to systemic stability, combining identity-based criticism with implicit threat framing.
KKG-fv8hw
Feb 18, 2026
LOL your whole IT and Pharma industry is depends on you without us you guys are fool just trying figure out how things work 😂😂
LOL your whole IT and Pharma industry is depends on you without us you guys are fool just trying figure out how things work 😂😂
Defensive assertion of Indian professional contributions to Canada's economy while using stereotyping and in-group/out-group framing.
diptiranjandash9684
Jan 29, 2026
So now the government in Canada wants to defend us & tell us to stand united but in the past decade this country has turned into trash as they gave it away with an open …
So now the government in Canada wants to defend us & tell us to stand united but in the past decade this country has turned into trash as they gave it away with an open door of Indians taking over and not giving AF about the people born and raised here - the adds on the radio ask us to keep our money in Canada and untie, but we dont even have a Canadian culture left anymore and people living here long enough know its true unfortunately, this was a great place to live but they destroyed it long before this issue - cost of living, housing crisis, immigration, gangs, crime etc. - If they want to keep letting people in here then start a service to help us get out and relocate before asking for help from the people you hurt
Extended complaint asserting loss of Canadian identity and culture due to immigration, framing immigrants (specifically Indians) as threats to national belonging and quality of life.
@scottn79
Mar 5, 2025
India’s gift to Canada!
India’s gift to Canada!
Brief statement linking India to Canada in context of immigration discussion, suggesting ethnic/national identity framing without elaboration.
@babel2k1
Feb 20, 2026
Punjab, India, same friggen thing
Punjab, India, same friggen thing
Makes a dismissive equivalence between Punjab and India, suggesting conflation of immigrant identity with foreign allegiance.
Identity Assertion
0.75
l.a9974
Feb 8, 2026
Screw you Canada???
Screw you Canada???
A dismissive statement expressing antagonism toward Canada, framing an us-versus-them dynamic.
Identity Assertion
0.75
@Harley-k6h
Mar 4, 2025
White guy is spitting facts
White guy is spitting facts
Endorses the 'white guy' speaker using racial framing to validate his statements.
Identity Assertion
0.75
ajchansiri556
Jan 28, 2026
Mr. Trudeau has more guts and balls than that Trump clown
Mr. Trudeau has more guts and balls than that Trump clown
Asserts Canadian leadership superiority over the US through personal attack on Trump, framing national identity through comparative judgment.
@Neonblack1976
Mar 5, 2025
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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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