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
Because of Trudeau opening borders to massive numbers of terrorists
Because of Trudeau opening borders to massive numbers of terrorists
Makes an unsubstantiated claim linking Trudeau's immigration policy to terrorism without evidence.
RDD8807
Dec 11, 2025
Lock trump up! He is a russian asset.
Lock trump up! He is a russian asset.
Makes an unsubstantiated claim that Trump is a Russian asset, framed as a call to action (lock him up).
@ismayilarifoglu6226
Mar 4, 2025
Do you guys all have memory problems. Trudeau been stealing millions of dollars for years and now he’s Mr canada. Trump is the first to stand up to these corrupt bastards ever.
Do you guys all have memory problems. Trudeau been stealing millions of dollars for years and now he’s Mr canada. Trump is the first to stand up to these corrupt bastards ever.
Makes specific factual claim that 'Trudeau been stealing millions of dollars for years' without evidence, presented as established fact.
@edenleave2054
Mar 4, 2025
All politicians get kickbacks he is just putting up a good act.\nThe only ones affected by this terrific is the people.
All politicians get kickbacks he is just putting up a good act.\nThe only ones affected by this terrific is the people.
Makes unsubstantiated claim that all politicians receive kickbacks without evidence.
@jorgefierro6246
Mar 4, 2025
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
They sold there stocks and then tank the market so they can buy back at a low. Seen it before, old play book. We are going to be alright.
Asserts a specific market manipulation conspiracy ('sold stocks then tank market') without evidence, though framed as observed pattern.
@winstonphillips1908
Mar 4, 2025
Oh but trump needs the millions he'll get from the traiffs. He like his budt Rudy he is broke . He'll make sure that he gets a percentage, so will musk and the rest of …
Oh but trump needs the millions he'll get from the traiffs. He like his budt Rudy he is broke . He'll make sure that he gets a percentage, so will musk and the rest of his croonies that he has appointed to high level offices
Makes specific factual claims about Trump's financial motivations and corruption without evidence, combined with criticism of his policies.
@michaelboerio8835
Mar 4, 2025
Canada had an Ukraine WW2 Nazi in their parliament and gave him a standing ovation. Until they realized who he actually was…. ?
Canada had an Ukraine WW2 Nazi in their parliament and gave him a standing ovation. Until they realized who he actually was…. ?
References a specific factual claim about a Nazi in Canadian parliament without evidence, framed as identity/national criticism.
@spaceoddity2485
Mar 4, 2025
What did they learn? Can't make coffee or keep washrooms clean or open.
What did they learn? Can't make coffee or keep washrooms clean or open.
Makes a specific factual claim about immigrant competencies ('can't make coffee or keep washrooms clean') without evidence.
jasonsloboda9443
Sep 30, 2025
This gotta be some play from trump and elon to wait for cheap stocks and then remove tariffs… market will bounce back up and they make billions….
This gotta be some play from trump and elon to wait for cheap stocks and then remove tariffs… market will bounce back up and they make billions….
Presents a specific conspiracy theory about Trump and Elon manipulating markets without evidence.
Unverified Claim
0.75
@nmrodrig
Mar 4, 2025
Comrad Krasnov aka Trump aka Putins lap dog in full effect ?
Comrad Krasnov aka Trump aka Putins lap dog in full effect ?
Makes unsubstantiated conspiracy-theory claims linking Trump to Putin without evidence.
@vicvsfood6186
Mar 4, 2025
All these stupid things that Trump says and does are meant to make money for him, his family, and his friends in politics. How? Mayhem and negativity directly impact markets to the downside. This group …
All these stupid things that Trump says and does are meant to make money for him, his family, and his friends in politics. How? Mayhem and negativity directly impact markets to the downside. This group is simply making massive gains from the financial market bloodbath that has been happening for well over a week now. If you don't think this is true, look at a the Nasdaq, then look at Bitcoin and all the major cryptocurrencies.\nThey are shorting the hell out of all of these assets, and they know how to do it. The do NOT care about you, they only care about their GREED.
Makes specific conspiratorial claims about market manipulation and financial gain without evidence, combined with policy criticism.
@blockchaineducationmanager5808
Mar 4, 2025
Omg you guys over the pond he's in the pocket of the Russians god bless you all and I know you won't let this stand your the beacon of liberty and freedom my heart goes …
Omg you guys over the pond he's in the pocket of the Russians god bless you all and I know you won't let this stand your the beacon of liberty and freedom my heart goes out to you all .
Makes unsubstantiated claim that Trudeau is 'in the pocket of the Russians' without evidence, combined with alarmist framing.
@ianhall6516
Mar 4, 2025
The fentanyl issue from Canada is another smokescreen. Trump could care less about anyone who dies in the states. If he cared about the people, he wouldn´t be working behind the scenes to invite Russia …
The fentanyl issue from Canada is another smokescreen. Trump could care less about anyone who dies in the states. If he cared about the people, he wouldn´t be working behind the scenes to invite Russia to take over the USA.
Makes specific factual claims about Trump's alleged secret dealings with Russia without evidence, presented as conspiracy theory.
@andymclellan6502
Mar 4, 2025
They went home. Collecting our money. Scammers.
They went home. Collecting our money. Scammers.
Makes unsubstantiated claim that immigrants are collecting Canadian money and committing fraud without specific evidence.
basementbanter366
Sep 30, 2025
Let crystal meth clear you provide 90 percent of all fentanol
Let crystal meth clear you provide 90 percent of all fentanol
Makes a specific factual claim about fentanyl production percentages without evidence; appears to reference China but is unclear.
Unverified Claim
0.75
@KayBaron-v6p
Mar 4, 2025
The FACTS is that there is a HUGE drug problem in Canada worst than the USA! So Canada should STOP fentanyl by all means with a lot of people suffering from addiction
The FACTS is that there is a HUGE drug problem in Canada worst than the USA! So Canada should STOP fentanyl by all means with a lot of people suffering from addiction
Asserts a specific factual claim ('drug problem in Canada worse than USA') without evidence, combined with policy critique about stopping fentanyl.
@iluvmyJehovahJireh
Mar 4, 2025
“Russia, Russia, Russia” Hey FBI NSA CIA Etc… Putin has stuff on Trump and they’re squeezing him. Come out with it and have this idiot be impeached before he sinks this country!!!
“Russia, Russia, Russia” Hey FBI NSA CIA Etc… Putin has stuff on Trump and they’re squeezing him. Come out with it and have this idiot be impeached before he sinks this country!!!
Makes unsubstantiated claims about Putin having compromising material on Trump and calls for impeachment.
@HenryCarrillo-p6x
Mar 4, 2025
I was told they are taking Taxis to cross the border...
I was told they are taking Taxis to cross the border...
Presents a specific factual claim about border crossing methods without evidence.
Unverified Claim
0.75
SINGULARSEEKER
Nov 13, 2025
I’ve strong feeling that this will end with trump scraping the tariffs . Then doing a deal with the Ukrainian government. And carving up their resources between \nFrance,the USA and the uk . We’re all …
I’ve strong feeling that this will end with trump scraping the tariffs . Then doing a deal with the Ukrainian government. And carving up their resources between \nFrance,the USA and the uk . We’re all being gaslighted in my humble opinion.
Presents specific conspiratorial claims about Trump's tariff strategy and resource carving without evidence, framed as personal speculation.
@090763terryhar
Mar 4, 2025
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Racist stereotype and mock language presented as commentary, combining false claims with dehumanizing satire.
Burneygames
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)