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
Liberals adding more foreign voters.
Liberals adding more foreign voters.
Makes a specific factual claim about Liberals deliberately adding foreign voters without evidence, framed as partisan identity assertion.
dsmtsi
Jan 14, 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
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
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
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
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
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
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 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
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
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
Brampton has a far larger population than 800k. What planet are you people on? Even the welcome to Brampton signs state well over a million and those signs are at least a decade or more …
Brampton has a far larger population than 800k. What planet are you people on? Even the welcome to Brampton signs state well over a million and those signs are at least a decade or more old.
Challenges the video's population figure for Brampton with a specific factual claim presented without evidence.
mikepapotto9084
Jan 3, 2026
You Gave Asylum to Khalistan's who are designated terrorists in India...now deal with it
You Gave Asylum to Khalistan's who are designated terrorists in India...now deal with it
Makes a specific factual claim about asylum recipients being designated terrorists without evidence, presenting it as established fact.
indian6160
Dec 30, 2025
Canada is probably doing this under pressure from the US.
Canada is probably doing this under pressure from the US.
Presents a specific factual assertion (Canada acting under US pressure) without evidence, suggesting a causal relationship without proof.
Unverified Claim
0.75
Peeta-wn4hh
Dec 29, 2025
1.6M in, 18K out sounds inconsequential, right?
1.6M in, 18K out sounds inconsequential, right?
Presents specific numerical claim (1.6M in, 18K out) implying inadequate deportation without source verification.
jab16399
Dec 25, 2025
Why is it majority of immigrants are living in new homes and driving new cars while Canadians are being removed and left homeless while getting the bill for all the immigrants? Disgusting Liberal Government..
Why is it majority of immigrants are living in new homes and driving new cars while Canadians are being removed and left homeless while getting the bill for all the immigrants? Disgusting Liberal Government..
Makes unsubstantiated claim about immigrants' wealth relative to homeless Canadians, framed as economic and political grievance.
jack.bquick557
Dec 26, 2025
18K peeps deported?! That's not even half of the actual - that is a joke
18K peeps deported?! That's not even half of the actual - that is a joke
Asserts that 18K deportations are insufficient and implies hidden actual numbers without evidence, combined with criticism of government action.
BocaAtractivo82
Dec 24, 2025
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
Makes a causal chain assertion (Americans fleeing → illegal migration uptick → deportation uptick) presented without evidence or sources.
pabloottawa
Dec 27, 2025
Go to any grocery store in gta, no customers speak english
Go to any grocery store in gta, no customers speak english
Makes a specific factual claim about language use in GTA grocery stores without evidence, implying demographic change concerns.
LuminousState
Dec 24, 2025
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Makes specific numerical claims about future Canadian population and immigration without evidence, expressing demographic anxiety.
OD22A
Dec 25, 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)