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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Unverified Claim
3,221 comments
the government has done this bs put rag on ur head n u get the job
the government has done this bs put rag on ur head n u get the job
Makes a specific factual claim about hiring discrimination based on religious/cultural markers without evidence, presented as established fact.
littledove1292
Aug 26, 2025
Think election fraud ?
Think election fraud ?
Raises unsubstantiated claim about election fraud in relation to immigration policy without evidence.
ClarkPhillips-g8k
Aug 26, 2025
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Makes a specific causal claim linking crime to liberal policies without evidence, presented as factual assertion.
Jonsnow-u3f
Aug 26, 2025
Just look at your language no manners that’s why she can’t find the job
Just look at your language no manners that’s why she can’t find the job
Makes an unsubstantiated claim linking language/manners to employment discrimination, implying immigrants lack these qualities.
Hardam-lk8ht
Aug 25, 2025
USR= United states of Russia.
USR= United states of Russia.
Cryptic acronym asserting a conspiracy theory without evidence or explanation.
Unverified Claim
0.75
@safreen-insightidea7932
Mar 5, 2025
And yes they hire the immigrants instead of the actual locals
And yes they hire the immigrants instead of the actual locals
Asserts specific hiring preference for immigrants over locals without supporting evidence.
ancacox8886
Aug 25, 2025
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
there're like 5-6 millions migrants that came here since Turdeau. What could go wrong...
Presents a specific numerical claim about migration numbers without evidence and implies negative consequences without substantiation.
madjoe8622
Aug 25, 2025
European women don't have babies.
European women don't have babies.
Makes a generalized factual claim about European women's reproductive behavior without evidence, implying demographic threat.
troump-the-pervrt-peeg
Jun 17, 2025
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
More data getting canadians lost in details of expression. canada immigration issue is because we sold out nation to the enemy over 2 decades ago.
Makes vague but specific claim that nation was 'sold out to the enemy' without evidence, framing immigration as consequence of betrayal.
IDIOMRADIO
Jun 20, 2025
Non sensical….trade waar…..fentanyl distributor for North America
Non sensical….trade waar…..fentanyl distributor for North America
Makes vague accusations about trade war and fentanyl distribution without specific evidence, combining criticism with unsubstantiated claims.
@Sssamaa-c8w
Mar 5, 2025
Nobody is leaving canada.
Nobody is leaving canada.
Makes a specific factual assertion ('nobody is leaving Canada') without evidence, contradicting the video's premise.
Unverified Claim
0.75
blindsurfer7446
Apr 15, 2025
PM Trudeau is no longer the PM of Canada 4.13.25
PM Trudeau is no longer the PM of Canada 4.13.25
Makes a specific factual claim about PM Trudeau's status without evidence, presented as a statement of fact.
KJ-db7pt
Apr 14, 2025
Us been played by Israel not Russia ???
Us been played by Israel not Russia ???
Presents a specific geopolitical claim (US manipulated by Israel, not Russia) as fact without supporting evidence.
@ericfartman1663
Mar 5, 2025
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
Makes unsubstantiated claims about Elon Musk's tax avoidance and Canada supporting Russia without evidence.
@humanbean3
Mar 5, 2025
I’m not so sure he’s been played by Putin. I’m afraid he may well be The Manchurian.
I’m not so sure he’s been played by Putin. I’m afraid he may well be The Manchurian.
Makes an unsubstantiated claim that a political figure is a 'Manchurian' (controlled agent), combining conspiracy theory with threat framing.
@longliveliberty2257
Mar 5, 2025
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% …
Just to be clear, these are the tariffs Canada has imposed on the USA for years: Milk: 270% Cheese: 245% Butter: 298% Chicken: 238% Sausages: 69.9% Barley seed: 57-57.8% Copper: 48% Aluminum: 45% Steel: 25% Cars: 45% TVs: 45% Eggs: 163% Wheat: 94% Bovine/Meat: 26.5% Source : Global Affairs Canada\n\nTaken off another thread
The comment presents specific tariff percentages as factual claims with a source citation, but lacks verification and appears designed to counter the narrative with disputed statistics.
@garethmckerrell6888
Mar 5, 2025
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Krasnov(Trump) Putins employee in the White House. USA= West Russia.
Makes unsubstantiated conspiracy claim equating the USA with Russia and alleging a political figure is a foreign agent.
@st_zeno9489
Mar 5, 2025
Trump cheated his way into office. He openly admitted to rigging it. What can everyday people do against a government we didn't even really vote for and that doesn't follow actually rules or laws???
Trump cheated his way into office. He openly admitted to rigging it. What can everyday people do against a government we didn't even really vote for and that doesn't follow actually rules or laws???
Makes unsubstantiated claim about Trump admitting to rigging elections, framed as factual assertion.
@matchamate
Mar 4, 2025
Canada has imposed prohibitive taxes on a vast amount of US goods for decades.
Canada has imposed prohibitive taxes on a vast amount of US goods for decades.
Makes a specific factual assertion about Canadian tariff history without evidence, presented as justification for US tariffs.
@ancientcoins7332
Mar 5, 2025
Para mi que los 3 gob mas grandes se estan confabulando para dividirse el poder...y crean estas distracciones incomodas para que nos fikemos en esas bobadas mientras el verdadero problema lo esconden...lo de el artico …
Para mi que los 3 gob mas grandes se estan confabulando para dividirse el poder...y crean estas distracciones incomodas para que nos fikemos en esas bobadas mientras el verdadero problema lo esconden...lo de el artico es serio...y crean esto para distraer
Presents unsubstantiated conspiracy theory that three governments are colluding to distract from Arctic issues through manufactured crises.
@gilbertoquinones3061
Mar 5, 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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