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
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Order out of chaos, all you have seen for the last 5 years was deliberate so that they can implement the AI government system will you will be a bio-metric number.
Presents a conspiracy theory about deliberate government chaos and AI surveillance systems without evidence.
@geocentrictruth
Mar 4, 2025
It is possible Trump is a Russian asset by intention and receives money through Bitcoin. If not by intention, just through ignorance and character limitations, he supports Totalitarianism.
It is possible Trump is a Russian asset by intention and receives money through Bitcoin. If not by intention, just through ignorance and character limitations, he supports Totalitarianism.
Makes specific unsubstantiated claims about Trump receiving Russian money via Bitcoin and being a Russian asset.
@kltyo
Mar 4, 2025
Trump go trump don't send any goods to Canada put more tariffs on if Canada want to become our honest partner they should be equal we aren't equal currently Canadian stole all our jobs send …
Trump go trump don't send any goods to Canada put more tariffs on if Canada want to become our honest partner they should be equal we aren't equal currently Canadian stole all our jobs send all illegal immigrants and all the drugs in to USA and that's enough now Canada doesn't want to get hurt same as USA currently Canada can't get along with USA better came with some other idea or wait until 2028 ❤❤❤?????????
Makes multiple unsubstantiated claims (Canada stealing jobs, drugs flowing from Canada) while expressing threat perception and demanding policy action.
@gamingwithamin9957
Mar 4, 2025
You forgot to touch on the fact that 60-70% of all our immigration comes from india
You forgot to touch on the fact that 60-70% of all our immigration comes from india
Presents a specific statistical claim about immigration sources (60-70% from India) without evidence or context.
Unverified Claim
0.78
@papabadgers1555
Mar 4, 2025
Trump is doing all of this because of Putin. He’s deliberately alienating all our allies to appease putin. We are all in trouble.
Trump is doing all of this because of Putin. He’s deliberately alienating all our allies to appease putin. We are all in trouble.
Makes a specific factual claim about Trump's motivations being Putin-driven without evidence, combined with expressions of existential threat.
@Idamea
Mar 4, 2025
Canada doesn’t need to put the tariffs on USA products because Canadians have wijzend up and refuse to buy American things.
Canada doesn’t need to put the tariffs on USA products because Canadians have wijzend up and refuse to buy American things.
Asserts a specific factual claim about consumer behavior ('Canadians have wijzend up and refuse to buy American') without evidence.
Unverified Claim
0.78
@irenehabes-quene2839
Mar 4, 2025
Trudeau would not agree to stop Fentanyl coming across Border so now you Canadians are paying the price just a thought do you think trudeau is getting kickbacks for the drug trade if not why …
Trudeau would not agree to stop Fentanyl coming across Border so now you Canadians are paying the price just a thought do you think trudeau is getting kickbacks for the drug trade if not why would he not stop illegal drugs?
Makes specific factual claims about Trudeau's alleged inaction on fentanyl and hints at corruption without evidence, presented as conspiracy.
@billpope2652
Mar 4, 2025
this is 100 percent justins fault. he let india china and russia take over our country we as canadians cant be trusted now. justins bank accoutn is full of bribe money and now we as …
this is 100 percent justins fault. he let india china and russia take over our country we as canadians cant be trusted now. justins bank accoutn is full of bribe money and now we as canadians have to pay
Combines policy criticism of Trudeau with unverified claims about foreign infiltration and bribery without evidence.
@kingbryan8088
Mar 4, 2025
Trump has his eyes on Russian oil….
Trump has his eyes on Russian oil….
Presents a specific factual claim about Trump's motivations regarding Russian oil without supporting evidence.
Unverified Claim
0.78
@michaelgallagher7082
Mar 4, 2025
It is really hard to believe that Trump isn't a russian asset, considering that he constantly goes after his own people, country and allies.... He is going after everyone who is standing in the way …
It is really hard to believe that Trump isn't a russian asset, considering that he constantly goes after his own people, country and allies.... He is going after everyone who is standing in the way of Russia and (American) oligarchs (FBI, nuclear weapons etc.), ignoring all existing laws
Makes specific factual claims about Trump being a Russian asset and going after specific institutions without evidence, presented as assertion rather than opinion.
@yesterdaywassunday
Mar 4, 2025
Trump is being played by Putin, yes, but his fragile ego will never let him realize it.
Trump is being played by Putin, yes, but his fragile ego will never let him realize it.
Makes an unsubstantiated claim that Trump is being manipulated by Putin without evidence.
@davidwhitehead239
Mar 4, 2025
If you think that trump is a putin’s puppet things start to make sense
If you think that trump is a putin’s puppet things start to make sense
Makes an unsubstantiated claim that Trump is a Putin puppet without evidence to support the assertion.
@lp_chatgpt_tutorials
Mar 4, 2025
Trump and Putin both want and need Canada for the simple reason of the Arctic melts. Ships can now travel that pass. Trump is known, and I'm surprised the media doesn't bring it up, to …
Trump and Putin both want and need Canada for the simple reason of the Arctic melts. Ships can now travel that pass. Trump is known, and I'm surprised the media doesn't bring it up, to have financial ties to Russia as an American citizen even well before 2016. What kind of blackmail from Russia would make Trump totally sell out his country.
Makes specific factual claims about Trump's financial ties to Russia and alleged blackmail without evidence, presented as conspiracy theory.
@paullie1963
Mar 4, 2025
You’re an evil leftist globalist. You have ruined Canada. You have Christian Pastora arrested. You blocked and closed the truckers bank accounts when they were protesting your evil demands on their livelihood. You are part …
You’re an evil leftist globalist. You have ruined Canada. You have Christian Pastora arrested. You blocked and closed the truckers bank accounts when they were protesting your evil demands on their livelihood. You are part of the globalist cabal forcing jabs on your people or lose your jobs. Your time is up! You’re an absolute clown!
Makes multiple unsubstantiated claims (arresting pastors, blocking bank accounts, forced vaccinations) while framing Trudeau as evil and part of a conspiracy.
@simontejada777
Mar 4, 2025
its simpel as day canada mexico europa needs to drop dollar and join brics\nand then usa is realy fucked hard 1 cent of brics will be 100 dollar in usa
its simpel as day canada mexico europa needs to drop dollar and join brics\nand then usa is realy fucked hard 1 cent of brics will be 100 dollar in usa
Commenter makes specific unsubstantiated claims about currency exchange rates and BRICS economic dominance without evidence.
@davidschriever2558
Mar 4, 2025
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because …
Finally someone is looking into this. FFS they literally founded non existent colleges to exploit the bridge loopholes from a faux student visa to a faux job which gets them to a PR status because the immigration offices are not doing their jobs. We've been flodded with fake students for years now. And for the record I am not against student visas and legal and appropriate immigration. Far from it. I appreciate every person, whether from India or somewhere esle, that is in Canada legally and with intention to integrate and contribute.
Makes specific claims about fraudulent colleges and fake student visas exploiting loopholes, presented as established fact without evidence, while also critiquing enforcement.
pizzaiq
Oct 3, 2025
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
trump is acting under putins orders .to do his masters bidding ...Trump is 100 percent in putin pocket ..wake up american !
Presents conspiracy theory about Trump being controlled by Putin without evidence, paired with call to awareness.
@griffin2263
Mar 4, 2025
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Stop calling them Liberals. They are controlled by the CCP so start calling them communists.
Commenter makes an unsubstantiated conspiracy claim that the Canadian government is controlled by the CCP, urging relabeling of political opponents.
markforeman5255
Feb 25, 2026
There is absolutely NO integration. Not good.
There is absolutely NO integration.
Not good.
Makes a blanket factual claim about lack of immigrant integration without evidence or qualification.
axelfoley1406
Dec 31, 2025
Elon Musk must be kicked out of USA and in JAIL he is into the Mexican carteles with TRMP. I’m a Mexican German American and Canada ?? controls very well their borders TRMP is a …
Elon Musk must be kicked out of USA and in JAIL he is into the Mexican carteles with TRMP. I’m a Mexican German American and Canada ?? controls very well their borders TRMP is a liar! The drugs flow from US to Canada and illegal guns to Mexico
Makes specific unverified claims about Elon Musk and cartels, calls for imprisonment, and compares border control between countries.
@DJHONEYLAND
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)