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
At this point Trump is a Russian Op
At this point Trump is a Russian Op
Makes a specific factual claim (Trump is a Russian operation) without evidence, combining conspiracy theory with threat framing.
@eleven9012
Mar 4, 2025
USA CIA should pay the punjabis to incite a revolution in Brampton
USA CIA should pay the punjabis to incite a revolution in Brampton
Makes an unsubstantiated conspiratorial claim about CIA involvement in inciting revolution, presenting fabricated geopolitical narrative.
davidkosman9179
Jan 27, 2026
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
I’ve worked in a khalastian separatists leaders home in Windsor Ontario. They now run the only tunnel bus connecting Windsor to Detroit under their “trucking and logistics” company
Presents a specific factual claim about Khalistan separatists controlling border infrastructure without evidence, framed as personal experience.
QuinnDonaldson
Jan 27, 2026
WEF "cultural enrichment"
WEF "cultural enrichment"
References WEF conspiracy theory about 'cultural enrichment' as a hidden agenda without evidence.
dev9614
Jan 27, 2026
the smuggling operation is insane. they can scam u so easily too Jesus
the smuggling operation is insane. they can scam u so easily too Jesus
Makes specific claims about smuggling operations and scams without evidence, presenting them as established facts.
adamispahany3698
Jan 27, 2026
Trump is a planted Russian agent and he would rather have a relationship in BRICS than the one established with all of our true allies. He needs to be dealt with before it's too late.
Trump is a planted Russian agent and he would rather have a relationship in BRICS than the one established with all of our true allies. He needs to be dealt with before it's too late.
Makes unsubstantiated claims about Trump being a Russian agent and presents a vague threat ('needs to be dealt with') without evidence.
@bakahitsuji742
Mar 4, 2025
PICK POCKETTTTTT
PICK POCKETTTTTT
Makes a specific factual claim about pickpocketing without evidence, likely referencing alleged criminal activity.
Unverified Claim
0.75
negrebnayr
Jan 27, 2026
Problem is , a lot if profuce hoes thru the US by truck
Problem is , a lot if profuce hoes thru the US by truck
Makes a specific factual claim about produce smuggling through the US without evidence.
Unverified Claim
0.75
@randylavereau7060
Mar 4, 2025
How come still nobody knows what Putin has on Trump? What was this secretive meeting in Helsinki years ago about? What was discussed there? Trump being Trump, who lies and who is weak of charactre …
How come still nobody knows what Putin has on Trump? What was this secretive meeting in Helsinki years ago about? What was discussed there? Trump being Trump, who lies and who is weak of charactre and as bribeable and corrupt as they come. Can't put a normal sentence together. Picture that big toddler in a room with Putin and Putin alone.. Nobody knows what was discussed there. Now they have a president picking fights with his allies. He is fumbling at the very basis which NATO, Europe and US stands for, stood for.\nAt this point Trump basically is putting USA into isolation. Putin and Xi couldn't be more happy.
Makes unsubstantiated claims about secret Putin-Trump meetings and undisclosed discussions, framed within geopolitical threat narrative.
@SirG145
Mar 4, 2025
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow …
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow too close. They run over curbs and hit poles.All the time. They never slow down to allow anyone to pass.
Makes specific unsubstantiated claims about Indian and Middle Eastern truck drivers' behavior without evidence.
Doofwarrior88
Jan 27, 2026
They only hire their own
They only hire their own
Comment makes a specific factual claim ('they only hire their own') without evidence, suggesting discriminatory hiring practices by an unspecified group.
mikeissweet
Jan 27, 2026
the great replacement eh
the great replacement eh
References 'great replacement' conspiracy theory, a specific unverified claim about demographic displacement.
alch3myau
Jan 27, 2026
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Makes a specific factual claim about Hindu dietary practices being the source of a stereotype, presented without evidence.
HandsomeHunkization
Jan 27, 2026
Trump wants to own Canada... That is the bottom line
Trump wants to own Canada... That is the bottom line
Makes a specific factual claim about Trump's intentions without evidence, framed as an assertion of hidden motive.
@deloressmallberg1585
Mar 4, 2025
TRUMP DOES WHAT PUTIN WANTS.
TRUMP DOES WHAT PUTIN WANTS.
Makes a specific factual claim (Trump serves Putin) without evidence, presented as assertion rather than opinion.
Unverified Claim
0.75
@guybrulotte670
Mar 4, 2025
Putin is loving this.
Putin is loving this.
Makes a speculative claim about Putin's emotional state/intentions without evidence, presented as fact.
Unverified Claim
0.75
@marcwilhite
Mar 4, 2025
Canada owes America billions! Drugs have nothing to do with this.
Canada owes America billions! Drugs have nothing to do with this.
Makes a specific factual assertion ('Canada owes America billions') without evidence, presented as fact to counter another claim.
@distantlight1995
Mar 4, 2025
Trump wants kanyay west in charge of morals....plans to pardon Charles manson....
Trump wants kanyay west in charge of morals....plans to pardon Charles manson....
Makes specific factual claims about Trump's plans and pardons without evidence or source.
Unverified Claim
0.75
@Rickristian
Mar 4, 2025
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a ride/kidnapped to who knows where. They mainly …
As a First Nation member to treaty 7, it so bad on some reserves that East Indians are trespassing on the reservation and try to give anyone a
ride/kidnapped to who knows where. They mainly target indigenous women and children. I know that a member from the community shot at one that was trespassing on reserve land we have weird Municipal laws so the guy who shot didn’t get charged
Presents a detailed but unverified anecdote about criminal behavior targeting Indigenous women, mixing personal narrative with unsubstantiated claims.
Twizzymadhatter
Jan 27, 2026
Extortion crime has gone up 1000percent because of this shit
Extortion crime has gone up 1000percent because of this shit
Makes a specific unsubstantiated claim about extortion crime increasing 1000% attributed to immigration, without evidence.
dirtymartinez3692
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)