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
Can't believe one single word at a Trudeau's mouth what a communist dictator
Can't believe one single word at a Trudeau's mouth what a communist dictator
Commenter makes an unsubstantiated claim that Trudeau is a 'communist dictator' without evidence or specifics.
@wigglewigglewiggle7021
Mar 4, 2025
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
I know 8 indians that workout at Planet Fitness that have expired visa and won't leave the country, Trudeau caused all of this...
Presents a specific anecdotal claim about visa overstays without evidence and attributes systemic blame to Trudeau, mixing personal observation with unsubstantiated causal assertion.
Canerican_2026
Jan 20, 2026
Australia stands with Canada. The U.S has been infiltrated completely by Russia, and we should treat it as such.
Australia stands with Canada. The U.S has been infiltrated completely by Russia, and we should treat it as such.
Makes an unsubstantiated claim that the U.S. has been 'infiltrated completely by Russia' while comparing nations.
@SuperAdventureR1301
Mar 4, 2025
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to rubber stamp all the old ones, dam covid really made a mess of things didn’t it” Liberal Government
Asserts unsubstantiated conspiracy theory that government deliberately created backlog to justify rubber-stamping applications.
pauloantunes8372
Jan 19, 2026
Complaining about birth rates? When injecting their population with an experimental jab that affects women's cycles? When we keep GMO's and their pesticides/herbicides. No no, I think there's a group of very racist people that …
Complaining about birth rates? When injecting their population with an experimental jab that affects women's cycles? When we keep GMO's and their pesticides/herbicides.
No no, I think there's a group of very racist people that are purposely destroying every single first world country because they want total control.
Presents multiple unsubstantiated claims (vaccines affecting cycles, GMO conspiracy, intentional country destruction) without evidence, framed as conspiracy theory.
versustherest
Aug 28, 2025
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
People you allow in randomly are against e erythibg you stand for cartel ccp tamel tigers viet gangs samoli gangs etc
Makes specific factual claims about immigrant groups being associated with criminal organizations without evidence, presented as established fact.
kamshaft747
Aug 29, 2025
I bet Donald is the king pin of fent….i can’t stand him. His name was on Jeffery’s list….? can’t believe ppl still like him after everything he’s done sigh….
I bet Donald is the king pin of fent….i can’t stand him. His name was on Jeffery’s list….? can’t believe ppl still like him after everything he’s done sigh….
Makes unsubstantiated claims about Trump's involvement with fentanyl and Epstein's list without evidence.
@My_right_is_your_left
Mar 4, 2025
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
Makes unsubstantiated claim that the PM was 'selected' rather than elected to serve specific interests, framed as factual assertion.
johnv6997
Sep 4, 2025
@robertedward7023 The channels you watch spoon fed you propaganda day and night. Try doing your own research for once in your life. Canada is making everything that goes into Fentanyl. They do NOT want our …
@robertedward7023 The channels you watch spoon fed you propaganda day and night. Try doing your own research for once in your life. Canada is making everything that goes into Fentanyl. They do NOT want our borders closed. Go see how much is really coming in from the northern border. It's not the 2% that they apprehend!!!! It kills 200 Americans PER DAY!!! EVERYDAY!!!
Makes specific factual claims about fentanyl production, border apprehension rates, and death statistics without evidence, combined with alarmism.
@n_baileyname2698
Mar 4, 2025
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S …
Now COMPLETELY OFF Subject. BUT This is a BIG Problem. When the US V.Pres. BELIEVES MY Country UK. HAS NOT Been any armed Conflict, within the Past 30-40xYrs. AND LETS Just say Politly HE NO'S ABS J/S! As Just 1x Armed incident (N.Ireland Troubles). Was 1969-1994/5. SO basically he No:s F-ALL! So UR President IS AS FAKE As the Orange Peel on his skin.
Makes specific factual claim that US VP believes UK had no armed conflict in 30-40 years without evidence, presented as fabricated ignorance.
@PeterCummins-gm2bu
Mar 4, 2025
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one".
How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?!
WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries".
Now, we're seeing progressive and fast, what's happening when we put God aside.
I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before).
Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income.
No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners.
If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Presents multiple unsubstantiated conspiracy claims about global elites, NWO agendas, and government manipulation without evidence, mixed with alarmist framing.
Marcello1b
Aug 30, 2025
People forget more than half of Canada hates this man
People forget more than half of Canada hates this man
Makes an unverified statistical claim ('more than half of Canada hates this man') presented as fact without evidence.
@michaelleddy1578
Mar 4, 2025
do any Canadians remember this very low IQ Governor allowed his government to Seize your bank accounts for protesting an experimental jabbb and lockdown... now he calls the U President dumb.?? Y'all are about to …
do any Canadians remember this very low IQ Governor allowed his government to Seize your bank accounts for protesting an experimental jabbb and lockdown... now he calls the U President dumb.?? Y'all are about to find out really quickly why this person crosses his legs like a chick... he has no balls and will lose this fight.
Makes specific unverified claims about government seizure of bank accounts and questions leader's competence with inflammatory language.
@remygaz
Mar 4, 2025
Skillful in scamming and being illegal😮
Skillful in scamming and being illegal😮
Makes a sweeping factual claim that immigrants are 'skillful in scamming and being illegal' without evidence.
Unverified Claim
0.80
nowhiningzone1675
Jan 19, 2026
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement …
Satan's minions are operating the govts and all its systems. Do not expect anything righteous and good happening by them for mankind. They create the problems, people react and want solutions and then they implement their preplanned abominable NWO agendas...Through "Immigration Reforms" they will implement the whole A.I. Digital ID solutions...DO NOT FALL FOR IT. DO NOT PARTAKE IN ANY OF THE NWO BEAST SYSTEMS
Makes multiple unverified conspiracy claims about government, Satan, NWO, and AI Digital ID implementation without evidence.
jackiejackie655
Nov 21, 2025
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness …
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness is... Their numbers are unrivalled & you can blame the bilateral agreement involved... Look at all the Singh Hortons with these timigrants 😂... & Then they just hire each other and speak their language on the job constantly & close you out, while you have to repeat your order 5 times for them to understand... Canada, you did this!!... & Now all the chickens are coming home to roost!!
Makes specific claims about one nationality dominating immigration and workplace behavior without evidence, with ethnic targeting and sarcasm.
Blancoramo-n7k
Aug 29, 2025
Good and not servility speech! I hope you can do more about Fentanyl and the Chinese organized criminal activity in your Casino and Fentanyl chemical sent by CCP! We love Canadian but not Fentanyl, illegal …
Good and not servility speech! I hope you can do more about Fentanyl and the Chinese organized criminal activity in your Casino and Fentanyl chemical sent by CCP! We love Canadian but not Fentanyl, illegal immigrants, and CCP infiltration! Goo bless America and Canada!
Presents unverified claims about fentanyl, Chinese organized crime, CCP infiltration, and illegal immigrants without evidence.
@huntingtonjimmy2999
Mar 4, 2025
Fentanyl is an allegation only of Trump to hurt the Canadians
Fentanyl is an allegation only of Trump to hurt the Canadians
Makes a specific factual claim that fentanyl concerns are merely a Trump allegation without evidence, presenting it as established fact.
Unverified Claim
0.80
@reynaldoocampo539
Mar 4, 2025
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Makes sweeping claims about immigrant behavior (crime, rule-breaking) without evidence, combined with dehumanizing language.
Clownworldtrolling
Jan 17, 2026
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson …
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson look at them in their eyes 👀 they only after money and too greedy people go look at the history most world countries kicked them out from their country weak up Canada 🇨🇦 it’s almost to late know I will feel it soon already 😮
Makes specific unfounded claims about Indian immigrants (idol worship corrupting Canada, historical expulsions) presented as fact without evidence.
yaredhaile2025
Aug 28, 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)