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
Trafis = taxes. Trump is rising taxes, causing inflation, recession. Trump is the greatest crook. USA has to stop Trump. Americans are the 1 st victim of trump. He is making himself, musk, zuckerberg and …
Trafis = taxes. Trump is rising taxes, causing inflation, recession. Trump is the greatest crook. USA has to stop Trump. Americans are the 1 st victim of trump. He is making himself, musk, zuckerberg and all the mega rich more rich.\nThe normal American will be working slave to the neo nazi trump regime. A convicted crook, cheated on every wife he got, a pirate, a bully without friends. He is a low life. Vance a guy with colored hair and eyeliner, looks all the time like is is being potty trained .\nTrump got no deal with Putin. Putin does not listen to trump. It is a bluff. Trump is as bad as Putin. He is only interested to exploid Ukraine. \nAmericans you have to fight your worst and \n# 1enemy = trump and his boot lickers = neo nazis. The longer you wait, the more american families, veterans, economy, jobs have to suffer. Trup has no respect for Great Britain. He only would have liked to get his hands on the late Queens juwels.
Contains multiple unverified claims about Trump's economic policies and character alongside moral condemnation and calls for Americans to resist, with inflammatory rhetoric.
@bernadettehuerst4844
Mar 4, 2025
This is because the Canadian government’s decade of unvetted immigration.
This is because the Canadian government’s decade of unvetted immigration.
Makes a specific factual claim ('decade of unvetted immigration') presented without evidence, attributing causation to government policy.
kevin-x5f7j
Dec 7, 2025
Every immigrant I see is always on the phone even while driving
Every immigrant I see is always on the phone even while driving
The comment makes a sweeping, unsubstantiated generalization about immigrant behavior (phone use while driving) presented as fact.
davidm9214
Feb 7, 2026
Prime Minister? Not even the real boss. Fidel Castro's bastard son.
Prime Minister? Not even the real boss. Fidel Castro's bastard son.
Makes an unsubstantiated factual claim about the Prime Minister's parentage without evidence.
@renetapia251
Mar 4, 2025
America wants to occupy Greenland to encircle Canada
America wants to occupy Greenland to encircle Canada
Identical to previous comments: unsubstantiated geopolitical claim about U.S. intentions.
deukumarteyung1557
Jan 20, 2026
America wants to occupy Greenland to encircle Canada
America wants to occupy Greenland to encircle Canada
Identical to previous comment: unsubstantiated geopolitical claim about U.S. intentions.
deukumarteyung1557
Jan 20, 2026
Many of the challenges associated with the Indian community in Canada can be traced to the post-2015 surge in student and immigrant arrivals. Prior to this period, Indian immigrants generally integrated successfully within the broader …
Many of the challenges associated with the Indian community in Canada can be traced to the post-2015 surge in student and immigrant arrivals. Prior to this period, Indian immigrants generally integrated successfully within the broader Canadian diaspora. Incidents that are increasingly visible today—such as groups of students overcrowding basement suites, causing property damage, or engaging in disruptive activities with excessive litter and fireworks—were virtually unheard of before this influx
Makes specific factual claims about Indian immigration patterns and behavioral changes post-2015 without evidence, presenting anecdotal observations as established fact.
Jindsing
Dec 9, 2025
You obviously have never read the United Nations Document - The Replacement. We are paying for hotels, food, housing and a percentage of their paycheque through our taxes, Federal, Provincial and Municipal. Canadians cannot find …
You obviously have never read the United Nations Document - The Replacement. We are paying for hotels, food, housing and a percentage of their paycheque through our taxes, Federal, Provincial and Municipal. Canadians cannot find jobs because they hire the illegals. I will not call them immigrants. Immigrants came here legally. Illegals have been flying in claiming asylum, still crossing our borders and given special treatment. WE ARE MAD AT THE IMMIGRANTS - THEY KNOW THEY HAVE IT MADE
Makes multiple unsubstantiated factual claims about government spending, job displacement, and asylum seekers without evidence.
lightgiver7311
Aug 25, 2025
The one with the bike he is a pedo that how thy looks like a rapist useless white trash
The one with the bike he is a pedo that how thy looks like a rapist useless white trash
Makes unsubstantiated personal attacks and false accusations against an individual based on appearance.
Aki-n4j
Jan 29, 2026
America wants to occupy Greenland to encircle Canada
America wants to occupy Greenland to encircle Canada
Makes unsubstantiated geopolitical claim about U.S. intentions toward Greenland and Canada without evidence.
deukumarteyung1557
Jan 20, 2026
Donald won't listen because he is already in bed with Putin !!!
Donald won't listen because he is already in bed with Putin !!!
Makes an unsubstantiated claim about Trump's relationship with Putin without evidence.
@MK-Farm-Michigan
Mar 4, 2025
So basically, we have no clue how many Indians are here illegally. At this point we have to assume all of Brampton is a sanctuary city
So basically, we have no clue how many Indians are here illegally. At this point we have to assume all of Brampton is a sanctuary city
Makes specific factual claims about illegal Indian immigrants and Brampton as a sanctuary city without evidence, combining with demographic anxiety.
ICUDR
Nov 13, 2025
Indians pretend to donate food to poor local AFTER taking their jobs
Indians pretend to donate food to poor local AFTER taking their jobs
Makes a specific factual claim about Indian immigrants' behavior (taking jobs then pretending to donate) without evidence.
thegreatnormad3424
Sep 19, 2025
The reason trump isn’t interested in the minerals in Canada is because he wants to give Ukrainian mineral to Russia
The reason trump isn’t interested in the minerals in Canada is because he wants to give Ukrainian mineral to Russia
Makes a specific conspiratorial claim about Trump's hidden motives regarding Canadian minerals and Russia without evidence.
Unverified Claim
0.82
@imeldaosullivan287
Mar 4, 2025
People are leaving Brampton because Indians are the most racist people that I've ever encountered. I have to run away from Brampton as quickly as I can. Those people have no interest in anyone else …
People are leaving Brampton because Indians are the most racist people that I've ever encountered. I have to run away from Brampton as quickly as I can. Those people have no interest in anyone else except themselves. Everywhere they are in Canada, they do 3 jobs (deny other people even just one single job), and other criminal activities, grab the money, and then send it straight back to India. I have to confront a lady who was charging taxes that she was not remitting to CRA. Indian people are very mean; they hate caucasians, blacks, and other people.
Makes multiple specific factual claims about Indian immigrants' behavior (job hoarding, tax evasion, criminal activity, money laundering) without evidence, combined with ethnic stereotyping.
samjoe6590
Nov 6, 2025
Guy in the bike is the reason why its easier to take over. To think some cultures or people are okay to r**e or are low IQ shows why there is no competition because the …
Guy in the bike is the reason why its easier to take over. To think some cultures or people are okay to r**e or are low IQ shows why there is no competition because the locals are not informed, less traveled or limited education.
Makes inflammatory false claims about ethnic groups and intelligence levels, mixing conspiracy thinking with demographic anxiety.
ManG20245
Jan 27, 2026
Funny how the entire West funds Israel, while Israel supports the 3rd world destabilizing the West.
Funny how the entire West funds Israel, while Israel supports the 3rd world destabilizing the West.
Makes an unsubstantiated conspiratorial claim about Western funding and geopolitical destabilization without evidence.
succinctlylong
Jan 27, 2026
C'mon, they're easy to find they all work in the fast food industry B.C is invaded with so-called temporary students
C'mon, they're easy to find they all work in the fast food industry B.C is invaded with so-called temporary students
Makes specific factual claims about immigrant employment patterns and uses alarmist language ('invaded') without evidence, combining stereotyping with demographic anxiety.
josephcharland5769
Oct 2, 2025
Tump is the largest Putin’s puppet.
Tump is the largest Putin’s puppet.
Makes a specific factual claim ('Trump is Putin's puppet') presented without supporting evidence.
Unverified Claim
0.82
@telolisou
Mar 4, 2025
Lot of doctor degrees also come from fake colleges in india
Lot of doctor degrees also come from fake colleges in india
Makes a sweeping, unsubstantiated claim about credential fraud from Indian colleges without evidence.
-Jeff222-
Jan 27, 2026
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)