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
Unverified Claim
3,221 comments
Fake college is came up by Canadians
Fake college is came up by Canadians
Comment makes a vague, unsubstantiated claim about fake colleges without evidence or context, appearing to be a conspiracy-like assertion.
Unverified Claim
0.75
user-iz2rm1kh8h
Jan 27, 2026
M.oscow A.gent G.overning A.merica
M.oscow A.gent G.overning A.merica
Acronym-based conspiracy claim that Trump administration is controlled by Moscow, presented without evidence.
@WarpMotor
Mar 4, 2025
Trump got a plan don’t you worry this guy here is trying to make you feel bad but he has been cheating us
Trump got a plan don’t you worry this guy here is trying to make you feel bad but he has been cheating us
Makes an unsubstantiated claim that Trump has 'a plan' and accuses someone of 'cheating' without providing evidence.
@shanekuenzli2495
Mar 4, 2025
We can do our own taxes .It’s all about control
We can do our own taxes .It’s all about control
Presents unsubstantiated claim that tax policy is about government control rather than legitimate revenue collection.
Unverified Claim
0.75
daisytapp4622
Jan 6, 2026
The new rules are someone born in India can be considered a citizen for healthcare and education
The new rules are someone born in India can be considered a citizen for healthcare and education
Makes a specific factual claim about new citizenship rules without evidence or context.
Unverified Claim
0.75
johngalt3940
Jan 15, 2026
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Doing taxes for 1 millions canadians, its just practise. Soon it will be for everyone
Makes a specific factual claim about tax administration scaling to all Canadians without evidence, presented as an alarming prediction.
NSER164
Jan 15, 2026
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
The effects on trucking that widespread Indian mass immigration could fill a whole video and that Polish guy only touched on the license sharing lol
Makes specific claim about Indian mass immigration filling trucking sector without evidence, framed as factual assertion.
TheChekan
Jan 14, 2026
So this means we will have 2.9 illegals running around.
So this means we will have 2.9 illegals running around.
Makes a specific numerical claim about illegal immigrants without evidence, presented as a factual assertion.
Unverified Claim
0.75
ImOverThis2
Jan 15, 2026
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Did I see the auto rikshaw 😂😂😂😂 gosh. These Indians
Uses stereotypical imagery (auto rickshaw) and mocking tone to demean Indian people under the guise of humor.
ivanswarovski4811
Jan 27, 2026
hahahahah Turdeau resigned after Christmas new year. He is a lame duck prime minister. guy on his left is who he wants to replace him. Mark Carney was photographed with Ghislaine Maxwell.\nWoman on. his right …
hahahahah Turdeau resigned after Christmas new year. He is a lame duck prime minister. guy on his left is who he wants to replace him. Mark Carney was photographed with Ghislaine Maxwell.\nWoman on. his right is his mistress since he divorced last year.
Makes multiple unsubstantiated claims about Trudeau's resignation, personal relationships, and alleged connections to Maxwell without evidence.
@cyberseklep1
Mar 4, 2025
These are the directions given to Trump by Russia...he just executes
These are the directions given to Trump by Russia...he just executes
Makes an unsubstantiated claim that Russia is directing Trump's actions without evidence.
Unverified Claim
0.75
@ItssFootball
Mar 4, 2025
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government has been keeping the movement alive in order to mobilize their community for votes. This has caused many diplomatic fallouts with India lately since terrorists from Canada have been causing a resurgence in the movement in India and no one in India wants to deal with this. So essentially, you can't put the Indians and Khalistanis in the same bucket for this video.
Makes specific factual claims about Khalistani terrorists, Canadian government motives, and diplomatic incidents without evidence, while also asserting group distinctions.
angryowl5972
Jan 27, 2026
Russia will help USA with critical minerals , Russia have the biggest deposits in the world, i think that is deal USA will be fine
Russia will help USA with critical minerals , Russia have the biggest deposits in the world, i think that is deal USA will be fine
Presents speculative claim about Russia-US mineral deal without evidence while comparing resource availability between nations.
@JJNOX
Mar 4, 2025
AMERICA HAS CHANGED TO A COMMIE COUNTRY
AMERICA HAS CHANGED TO A COMMIE COUNTRY
Makes a sweeping factual claim ('America has changed to a commie country') without evidence, presented as alarming assertion.
@kennesbitt-t4h
Mar 4, 2025
Great replacement is just a theory riiight!
Great replacement is just a theory riiight!
References the 'great replacement' conspiracy theory as if it were established fact, presented sarcastically but asserting the claim.
andreforget917
Jan 14, 2026
All this volatility is wanted so DJT and his buddies can make even more money . They play the need Ande the volatility at will to heed the tendancies and make millions. ????
All this volatility is wanted so DJT and his buddies can make even more money . They play the need Ande the volatility at will to heed the tendancies and make millions. ????
Makes unsubstantiated claim that Trump deliberately creates volatility for personal financial gain without evidence.
@ChristopheSmith
Mar 4, 2025
How many vosas have already expired and those people ARE STILL IN CANADA?
How many vosas have already expired and those people ARE STILL IN CANADA?
Presents an unsubstantiated factual claim about expired visas and undocumented residents without evidence.
debjones5406
Jan 15, 2026
This, after years of inaction. Lots more came through in the night.
This, after years of inaction. Lots more came through in the night.
Makes a specific factual claim about unauthorized border crossings without evidence, presented as criticism of government inaction.
warrenfabian6681
Jan 5, 2026
My guess is that they want Russia to turn against China, good luck with that.
My guess is that they want Russia to turn against China, good luck with that.
Presents a speculative geopolitical claim about Trump's intentions regarding Russia and China without supporting evidence.
Unverified Claim
0.75
@SiamPugilist
Mar 4, 2025
Of all accidental apparent opioid toxicity deaths so far in 2024 (January to June), 79% involved fentanyl 1 2. This percentage has increased by 39% since 2016 when national surveillance began but appears to have …
Of all accidental apparent opioid toxicity deaths so far in 2024 (January to June), 79% involved fentanyl 1 2. This percentage has increased by 39% since 2016 when national surveillance began but appears to have stabilized in recent years. MAKE THAT MAKE SENSE! lier!
Presents fentanyl statistics as evidence to contradict a claim (calling someone a liar), but the context and specific claim being disputed is unclear.
@Jakub-ri7ro
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)