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
They might require MAID treatment from Canada's medical system..........
They might require MAID treatment from Canada's medical system..........
Makes an unsubstantiated claim that immigrants may require MAID (Medical Assistance in Dying), implying burden on healthcare system without evidence.
williamanderson4029
Dec 25, 2025
Their own people don't even want them there that must say a lot about them
Their own people don't even want them there that must say a lot about them
Presents unverified claim that immigrants' own countries reject them as evidence of inherent negative character.
Doomers-2025
Jan 27, 2026
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and …
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas.
The immigration system was abused and in a complete mess. Every country must fix their own citizens or country problems first before bringing in foreigners to make it worse. Sorry-the liberal government failed with its policies for the last 9 years how can we trust them now?😨
Makes specific claims about IRCC discovering 'excessive abuse and fraud' without evidence, while critiquing government policy.
mightypaws2645
Apr 18, 2025
5:18 can someone tell the self proclaimed white trash dude India has the highest percentage of r.apist in the world.
5:18 can someone tell the self proclaimed white trash dude India has the highest percentage of r.apist in the world.
Makes a sweeping, unsubstantiated statistical claim about India to counter someone's argument.
Ernesto0151
Jan 27, 2026
Usually there's one person that owns a lot of businesses and sponsors like 30 of them to come work at gas stations, liquor stores, and corner markets.
Usually there's one person that owns a lot of businesses and sponsors like 30 of them to come work at gas stations, liquor stores, and corner markets.
Makes a specific factual claim about business ownership patterns and sponsorship practices without evidence, suggesting systemic abuse.
DUDEfreestyle
Dec 15, 2025
And your people don't even like you that's why you have to leave because your people don't like you because you're a dictator like your daddy Fidel Castro
And your people don't even like you that's why you have to leave because your people don't like you because you're a dictator like your daddy Fidel Castro
Makes unsubstantiated claims that Trudeau is a dictator and compares him to Fidel Castro without evidence.
@robertdana6911
Mar 4, 2025
I heard canada is the worst place one can emigrate to
I heard canada is the worst place one can emigrate to
Makes an unsubstantiated factual claim about Canada being 'the worst place' for emigration without evidence.
Unverified Claim
0.80
flesz_
Feb 12, 2026
You allow people to used your country to illegally crossed the border to NYC in buses with fentanyl. Prob you don’t know what’s happening in your country or you don’t care. Did you even see …
You allow people to used your country to illegally crossed the border to NYC in buses with fentanyl. Prob you don’t know what’s happening in your country or you don’t care. Did you even see the videos?
Makes specific factual claims about illegal border crossings and fentanyl trafficking without evidence, questioning Canadian leadership's awareness or care.
@beth4698
Mar 4, 2025
Who is he talking too and what is he mumbling about he always lies. (Always) Lets not forget the PLANDEMIC im still paying for that.
Who is he talking too and what is he mumbling about he always lies. (Always) Lets not forget the PLANDEMIC im still paying for that.
Makes unsubstantiated claims about the PM lying and references 'PLANDEMIC' as a fabricated conspiracy theory without evidence.
@Aerial.Imaging
Mar 4, 2025
Trump wants Canada's resources, but doesn't want to pay for them. So, he's bullying them into becoming the 51st state. It seems pretty straightforward?
Trump wants Canada's resources, but doesn't want to pay for them. So, he's bullying them into becoming the 51st state. It seems pretty straightforward?
Commenter makes a specific factual claim about Trump's intentions (bullying Canada into statehood) presented without evidence, framed as conspiracy.
@aural_angst
Mar 4, 2025
Deported 18k yet let in 400k per year.The numbers should be around 500k deported per year.Govt wouldn't have to waste millions on deportations if they weren't let in in the first place.
Deported 18k yet let in 400k per year.The numbers should be around 500k deported per year.Govt wouldn't have to waste millions on deportations if they weren't let in in the first place.
Presents specific numerical claims ('500k deported per year') and assertions about government waste without supporting evidence.
user-buck-b7j
Dec 24, 2025
F...... zalenski and ukraine , u letting fentanol through u borders ,trudea u a dictator
F...... zalenski and ukraine , u letting fentanol through u borders ,trudea u a dictator
Makes specific factual claims about fentanyl crossing borders and Trudeau being a dictator without evidence.
@craiglappin6987
Mar 4, 2025
The guy on the bike said rape is allowed in African culture 😂😂😂 when it is allowed in 🇮🇳 and 🕉️ what a 🤡 🐖
The guy on the bike said rape is allowed in African culture 😂😂😂 when it is allowed in 🇮🇳 and 🕉️ what a 🤡 🐖
Fabricates a false quote and makes inflammatory claims about cultural practices, presented with mocking emojis that blur satire and serious misinformation.
e2_otb36
Jan 27, 2026
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Young people are going out of control because they can't get a job all the immigrants take it that's why they go to Crime because they want the things to immigrants have
Makes unsubstantiated causal claim that immigrants taking jobs directly causes youth crime, presented as fact without evidence.
KevR-h5o
Sep 12, 2025
Most all of those "In"ternational students never spent a day at school. Well done !
Most all of those "In"ternational students never spent a day at school. Well done !
Makes a specific factual claim ('most never spent a day at school') without evidence regarding international students.
TheSharkmanforever
Dec 24, 2025
It’s called the great replacement.
It’s called the great replacement.
References 'great replacement' conspiracy theory, a specific unfounded claim about deliberate demographic replacement.
Wewazkangs
Jun 20, 2025
THE RELATIONSHIP IS BAD NOW THANKS TO CANADA PRIME MINISTER BRUTOU‼️ \nU.S. HAVE A 41 BILLION DEFICIT WITH CANADA ?? GO TRUMP TARIF.\nALERT ? ALL OTHER NEGATIVE COMMENTS AGAINST TRUMP ARE BEEN PAID.\nNOW DEMOCRATS ALL …
THE RELATIONSHIP IS BAD NOW THANKS TO CANADA PRIME MINISTER BRUTOU‼️ \nU.S. HAVE A 41 BILLION DEFICIT WITH CANADA ?? GO TRUMP TARIF.\nALERT ? ALL OTHER NEGATIVE COMMENTS AGAINST TRUMP ARE BEEN PAID.\nNOW DEMOCRATS ALL OF THE SUDEN KNOW MORE ABOUT THE ECONOMY? WHY BIDEN DIDN’T FIX IT?
Makes multiple unverified claims about trade deficits, paid opposition, and Biden's economic record while calling for tariff action.
@homd2u
Mar 4, 2025
I think we might be making a mistake by saying that Trump is being played by Putin. I am beginning to believe more so that he is an agent of Russia with a sense of …
I think we might be making a mistake by saying that Trump is being played by Putin. I am beginning to believe more so that he is an agent of Russia with a sense of agency and the people being played are the people choosing to work for him.
Presents a specific factual assertion (Trump is a Russian agent) without evidence, framed as emerging belief.
@selftotjits
Mar 4, 2025
President Trump doesn't care. The US has been subsidizing Canada's electrical grid for over $250 million dollars a year. Canada will loose that. In addition, US automotive industries like stellantis are moving productions back to …
President Trump doesn't care. The US has been subsidizing Canada's electrical grid for over $250 million dollars a year. Canada will loose that. In addition, US automotive industries like stellantis are moving productions back to the US from Canada. Canada has been charging the US dairy products 250% in tariffs, US Bourbon and whiskey 180% for over 4 years. China has been charging Ford 200% tariff so much so that ford can no longer afford to sell their vehicles in China.....all these outrageously high tariffs were designed to protect their domestic products.... China was suposed to spend 4 billion dollars a year in US goods but they have been consistently spending only 1.9 billion each year . Trade deficit of over 2 billion dollars. What sane person would allow this to happen in a free market and call this fair trades????? I have no knowledge of this until recently.
Presents multiple specific factual claims about subsidies, tariff rates, and trade deficits without evidence to support them.
@Bozo17-f4c
Mar 4, 2025
Trump is creating a dump to pump in markets to enrich himself and freinds it's the biggest inside job in history in the eyes of everyone to see he's going to invest his benefits from …
Trump is creating a dump to pump in markets to enrich himself and freinds it's the biggest inside job in history in the eyes of everyone to see he's going to invest his benefits from his meme crypto in the dump he created then cancel tarifs like if nothing happened!...
Makes specific factual claims about Trump's market manipulation, crypto investments, and tariff cancellation without evidence, presenting them as established fact.
@yakoboss
Mar 4, 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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Discourse Quality (Perspective API)