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
You all are a new org, find out what Putin has on Trump, period!
You all are a new org, find out what Putin has on Trump, period!
Makes an unsubstantiated claim about Putin having compromising information on Trump, framed as a directive.
@bennettwallace6004
Mar 4, 2025
Refugees gets $224/day, about 81k yearly. Who wouldn’t want to come
Refugees gets $224/day, about 81k yearly. Who wouldn’t want to come
Presents a specific financial claim about refugee benefits without evidence, implying this attracts immigration.
stevev4863
Nov 21, 2025
You need to stop watching the mainstream media! Perhaps then you would know what the facts are! \nOops, nevermind, you know the truth, you're just too disgusting to speak it!!!
You need to stop watching the mainstream media! Perhaps then you would know what the facts are! \nOops, nevermind, you know the truth, you're just too disgusting to speak it!!!
Commenter makes an unsubstantiated claim that the listener is ignoring facts and hiding truth, while attacking their character.
@tammybrenner8358
Mar 4, 2025
Trump bff is Putin...in short Canada was replaced by Russia?
Trump bff is Putin...in short Canada was replaced by Russia?
Presents a conspiratorial claim that Canada was 'replaced by Russia' without evidence, framed as a question.
@jamescarpenter3490
Mar 4, 2025
To please master Putin, Trump and JD Vance are coercing Zelensky to give away Ukraine’s minerals and territorial sovereignty without security guarantees that Russia will not invade the rest of Ukraine.
To please master Putin, Trump and JD Vance are coercing Zelensky to give away Ukraine’s minerals and territorial sovereignty without security guarantees that Russia will not invade the rest of Ukraine.
Makes specific factual claims about Trump, Vance, and Zelensky negotiations without evidence; appears off-topic to Canadian immigration discussion.
@willburns9282
Mar 4, 2025
most people do not seem to get, that trump is the face of the majority of americans. the great majority is on board with what trump is doing. unfortunately.
most people do not seem to get, that trump is the face of the majority of americans. the great majority is on board with what trump is doing. unfortunately.
Makes an unsubstantiated claim that 'the great majority' of Americans support Trump's policies without evidence.
@jch7199
Mar 4, 2025
It’s so CLEAR that trump is being played like a fiddle by putin, its all being played out in front of our eyes in real time and people are still denying it
It’s so CLEAR that trump is being played like a fiddle by putin, its all being played out in front of our eyes in real time and people are still denying it
Makes a specific factual claim about Trump being manipulated by Putin without evidence, framed as obvious truth.
@Artinthecorridor
Mar 4, 2025
Everything Trump has been doing makes perfect sense when you view it through the lens of Russian influence. Is Trump so embarrassed about a video of him in a Russian hotel room with sex workers, …
Everything Trump has been doing makes perfect sense when you view it through the lens of Russian influence. Is Trump so embarrassed about a video of him in a Russian hotel room with sex workers, doing pee stuff, that he’s willing to tank America and the rest of the western world? \nPutin cannot believe his luck, regardless of why it’s happening.
Presents unsubstantiated conspiracy theory about Trump's alleged compromising video and Russian influence without evidence.
@alainnervedamaged1669
Mar 4, 2025
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was …
The administrative people that are approving these applications are from India too. I am a canadian business man that tried 2 times to bring a visitor over from another country on a visit . Was declined 2 times and at the bottom of the rejection letter was signed by somone from india
Makes specific factual claim about immigration officials being from India without evidence, combined with personal anecdote about visa rejection.
davehallinan6334
Nov 24, 2025
Trump let it a 50 percent tariff now , 25 percent today and 25 percent for reciprocal.
Trump let it a 50 percent tariff now , 25 percent today and 25 percent for reciprocal.
States specific tariff percentages and timeline without citation or evidence, presented as factual assertion.
Unverified Claim
0.75
@JoeCruzRE
Mar 4, 2025
Trump is just a face Elon is the mastermind behind all this.\nCanada is great and will be a great country regardless of the obstacles.
Trump is just a face Elon is the mastermind behind all this.\nCanada is great and will be a great country regardless of the obstacles.
Makes an unsubstantiated claim about Elon being the mastermind while expressing patriotic solidarity with Canada.
@redr4074
Mar 4, 2025
They are all in Surrey, Abbotsford and Vancouver.
They are all in Surrey, Abbotsford and Vancouver.
Asserts a specific geographic concentration claim about immigrants without supporting evidence or context.
Unverified Claim
0.75
mitchellyardanoff4666
Dec 7, 2025
I think this is exactly as you say, trump being played by putin. What does Putin get from it...maybe trump sending US military (boots on the ground) to replace the North Korean fodder on the …
I think this is exactly as you say, trump being played by putin. What does Putin get from it...maybe trump sending US military (boots on the ground) to replace the North Korean fodder on the Russian frontline in Ukraine...?
Presents specific conspiratorial claims about Trump being manipulated by Putin and military deployment without evidence.
@brendafuqua949
Mar 4, 2025
Oh no.... and listen to the propaganda thrown in. Even his own people do not like him. Real talk now, The people that own our Congress own all the media outlets right? Is this why …
Oh no.... and listen to the propaganda thrown in. Even his own people do not like him. Real talk now, The people that own our Congress own all the media outlets right? Is this why they're doing this? propaganda against their own people to fool the loud and young? Who but Congress have anything to lose??
Conspiracy theory claims about media ownership, Congress control, and propaganda without evidence.
@myunihausen
Mar 4, 2025
Trumps tariff wars are smoke. What is his real agenda he wants to hide by keeping us busy with this?
Trumps tariff wars are smoke. What is his real agenda he wants to hide by keeping us busy with this?
Presents a conspiratorial claim about Trump's hidden agenda without evidence, framed as a rhetorical question to suggest deception.
@RusTsea196T
Mar 4, 2025
Canada is the only country without these measures. That’s why we have all sorts of trash in Canada now.
Canada is the only country without these measures. That’s why we have all sorts of trash in Canada now.
Makes a specific factual claim ('Canada is the only country without these measures') without evidence, linking it to negative outcomes.
soundscare
Dec 9, 2025
YOU MEAN THE TWENTY MILLION MOGADIS FROM AFRICA?THAT WOULD COME AT FOUR AND A HALF MILLION EACH YEAR TO CANADA AND PAY NO TAXES FOR TEN YEARS.DID THEY CUT THEIR OPPORTUNITIES OUT OF CANADA?OR WAS …
YOU MEAN THE TWENTY MILLION MOGADIS FROM AFRICA?THAT WOULD COME AT FOUR AND A HALF MILLION EACH YEAR TO CANADA AND PAY NO TAXES FOR TEN YEARS.DID THEY CUT THEIR OPPORTUNITIES OUT OF CANADA?OR WAS SHE SAY CANADA IS A PART OF AMERICA?NOW THAT MEANS THAT ALL CANADIANS WILL HAVE ACCESS TO FIREPOWER, THE RIGHT TO BEAR ARMS
Makes specific fabricated claims about African immigration numbers and tax exemptions without evidence, combined with demographic anxiety and identity-based framing.
Joseph-k3f
Nov 24, 2025
Oh please, he is also in bed with a lying murderous Netanyahu.
Oh please, he is also in bed with a lying murderous Netanyahu.
Makes a specific factual assertion about political relationships without evidence.
Unverified Claim
0.75
@agvitarinalubis6347
Mar 4, 2025
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
US is bankrupt anyways; that's why it wants free minerals from Ukraine!!
Makes an unsubstantiated factual assertion that the US is bankrupt and motivated by resource extraction, presented without evidence.
@Frank-rp6ni
Mar 4, 2025
Really wish we had a president instead of a Russian asset.
Really wish we had a president instead of a Russian asset.
Makes a specific factual claim about a political figure being a 'Russian asset' without evidence.
@annel1347
Mar 4, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)