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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
Page 99 of 162
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make that make sense.
Asserts specific unverified claims about welfare recipients not working while receiving benefits, presented as factual observation without evidence.
angelefigueira3986 Sep 11, 2025
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding …
too many immigrunts voting for the libratards, because they are the ones bringing in the immigrunts in the first place, ive been coservative for the past ten years now and the libratards are always finding a ways to stay in office and have these people vote libratard for them to stay in the country that the libratards get in every time and its killing this country...............pp for pm...............!!!!!!👍👍👍👍👍👍👍
Makes unsubstantiated claims about immigrants voting patterns and government strategy to maintain power through immigration.
gr8witenorth61 Sep 8, 2025
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY …
THEY SELL ALL THE DRUGS NOW ,CHEAP PERKS AND DILLIES BULK FROM OUT EAST NOTHING REALLY COMES FROM OUT WEST NO MORE VAN CITY IM FROM WPG CND 🇨🇦THERE COKE COMES FROM OUT EAST THEY CUT OUT EVERYONE, THEY SELL 22K FOR A WHOLE KILO, BIG DIP FROM 40K
Makes specific factual claims about drug trafficking patterns and pricing without evidence, mixed with personal location reference.
thatnativejustnative6271 Sep 8, 2025
attention, the dirty secrets of the dictator Donald Trump who supports Russian Terrorism?????????\nthe dirty secrets of the tyrant dictator Donald Trump who violates the US constitution to support the terrorism of the war criminal Vladimir …
attention, the dirty secrets of the dictator Donald Trump who supports Russian Terrorism?????????\nthe dirty secrets of the tyrant dictator Donald Trump who violates the US constitution to support the terrorism of the war criminal Vladimir Putin, the godless atheist tramples on the dead and the spilled blood of the Ukrainian people. the butcher Donald Trump supports terrorism and sells Ukraine to the terrorist Vladimir Putin,\n atheists and dictators, Donald Trump and Elon Musk, must be tried by the US military Court for violating the American constitution\nthese criminals who want to restore the dictatorship and the alliance with the terrorist Putin means isolating America and collapsing America how can these atheists do it to please the terrorist dictator Vladimir Putin.\n On Putin's orders, the Russian army raped women, children, and girls and then hanged them in the forests in Ukraine. How can the atheist Tramp, forgive the terrorist Putin when this criminal killed thousands of women and children raped by Putin's terrorist army? The dirty secret treaty returns again from 1944 of dictator Donald Trump who wants to sell Ukraine, to terrorist Russia./Trump wants all of Europe to become slaves to Russia, Godless dictator and atheist Donald Trump wants to restore communism in Europe and sell Ukraine to terrorist Vladimir Putin. President Donald Trump is a pro-Moscow dictator and wants to sell illegal portions of Ukraine to the terrorist dictator Vladimir Putin, the dirty business of the dictator Trump to restore communism and divide Europe, the dictator Trump will isolate America and in how many years will America be completely isolated, Russia must pay the Ukrainian people damages for the war and the reconstruction of Ukraine, Ukraine must not give up even a centimeter, of the territories. abusively occupied by terrorist Russia.'God Bless you Ukraine,God bless Israel.?????????????????? ❤❤❤✝ ❤??❤????❤❤❤❤??❤????❤❤❤❤??❤????❤❤❤❤Israel??❤❤❤
Makes multiple unsubstantiated claims about Trump, Putin, and alleged crimes without evidence, mixed with alarmist rhetoric about threats and conspiracy.
@NICOLAIENIDELEA Mar 4, 2025
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are …
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are being taken away... Ukrainians are being banned from leaving the country...
Commenter makes specific factual claims about Ukrainian history and current conditions without evidence, presenting them as established fact.
@АндрейКривонос-л3ф Mar 4, 2025
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
Makes unfounded conspiracy claims about Trudeau being a WEF puppet without evidence, combined with dismissive rhetoric toward supporters.
@ericyee5365 Mar 4, 2025
A real leader needs to be prime minister. Not these satanic cabal clowns
A real leader needs to be prime minister. Not these satanic cabal clowns
Makes unsubstantiated conspiracy-like claims about government leadership without evidence.
WesZillich88 Aug 26, 2025
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ? Wake up. Fake currency is NOT MONEY!
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ? Wake up. Fake currency is NOT MONEY!
Makes unsubstantiated claims about currency systems being 'fake' and urges people to 'wake up,' presenting conspiracy-adjacent assertions without evidence.
DaveTechCA Aug 26, 2025
the government has done this bs put rag on ur head n u get the job
the government has done this bs put rag on ur head n u get the job
Makes a specific factual claim about hiring discrimination based on religious/cultural markers without evidence, presented as established fact.
littledove1292 Aug 26, 2025
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Immigrants from India are wildly attracted to fascist ideology. If people wouldn’t practice & promote white supremacy so much, they wouldn’t be coming here.
Makes a specific factual claim about Indian immigrants' ideological tendencies without evidence, presented as established fact.
JFL.Productions Aug 25, 2025
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
Makes specific claims about scammers and illegal immigrants without supporting evidence while critiquing visa policies.
mariacarreiro5770 Jul 5, 2025
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
Makes unsubstantiated claims linking illegal immigrants to serious crimes and demands deportation action.
NareshMoirangthem-o8r Aug 25, 2025
These people smells soo much armpits smell
These people smells soo much armpits smell
Makes a dehumanizing, unsubstantiated generalization about a group of people without evidence or context.
bunnyhelper7791 Aug 25, 2025
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
For some yet to be explained reason, the entire western world is doing the exact same thing. Its intentional civilizational suicide.
Makes a conspiracy-theory claim that Western nations are coordinating 'civilizational suicide' through immigration without evidence.
mclager88 Jun 20, 2025
European women don't have babies.
European women don't have babies.
Makes a generalized factual claim about European women's reproductive behavior without evidence, implying demographic threat.
troump-the-pervrt-peeg Jun 17, 2025
Too many immigrants living in Canada on expired student visas
Too many immigrants living in Canada on expired student visas
Makes a specific factual claim about expired student visas without providing evidence or context.
chadmk.1681 Apr 16, 2025
This kaitlin person is an activist. Her primary job is to divide america. Shes a traitor and should be arrested
This kaitlin person is an activist. Her primary job is to divide america. Shes a traitor and should be arrested
Makes unsubstantiated claims about a person's role and intentions ('primary job is to divide'), combined with alarmist language about arrest.
@Wuggieee Mar 6, 2025
Nobody is leaving canada.
Nobody is leaving canada.
Makes a specific factual assertion ('nobody is leaving Canada') without evidence, contradicting the video's premise.
blindsurfer7446 Apr 15, 2025
PM Trudeau is no longer the PM of Canada 4.13.25
PM Trudeau is no longer the PM of Canada 4.13.25
Makes a specific factual claim about PM Trudeau's status without evidence, presented as a statement of fact.
KJ-db7pt Apr 14, 2025
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
I wonder if this is Elon's idea to make up for the taxes he wont be paying. I'm shocked that we are out of nowhere supporting Russia and targeting our allies instead
Makes unsubstantiated claims about Elon Musk's tax avoidance and Canada supporting Russia without evidence.
@humanbean3 Mar 5, 2025
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Discourse Taxonomy

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Category Distribution

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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

Which YouTube channels attract each type of discourse
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)