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
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually …
Heads Up! Elon Musk's mother was Canadian. Why does the president push for the 51st state? Goldwater ran against Johnson for president and because he was born in Arizona when it was a territory, eventually to become a state, The commentators said Goldwater could become president. So, if the USA were to make Canada the 51st state . . . Elon Musk could become president. Reality Check X.
Presents a speculative conspiracy theory linking Elon Musk's eligibility to become US president if Canada became the 51st state, without evidence, while comparing constitutional scenarios across countries.
@dogsinolga
Mar 4, 2025
Most canadians dont even like this guy
Most canadians dont even like this guy
Makes a factual assertion about Canadian public opinion without providing evidence or source.
Unverified Claim
0.75
@amattson6578
Mar 4, 2025
India Dislike Button
India Dislike Button
Vague, inflammatory statement without evidence, appearing to be a dismissive slur rather than substantive critique.
darkestralkwt4568
Jan 27, 2026
He works for Putin.. the traitor is totally compromised
He works for Putin.. the traitor is totally compromised
Makes a specific factual claim ('He works for Putin') without evidence, presented as conspiracy-like assertion about political compromise.
@TelemakUlysses31
Mar 4, 2025
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Why is it all the leftists that say they hate the America saying their country is better get their willing to take the risk to come here illegally
Makes a sweeping, unsubstantiated claim about leftists and illegal immigration without evidence, conflating political ideology with immigration behavior.
Unverified Claim
0.75
StormySky48
Jan 27, 2026
“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 think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump …
I think this is because of the free amount of billions you get from the USA with nothing in return. Nothing so why should we help! Why is some of your government talking to Trump privately about joining the USA as another state. I believe this will happen!
Makes unsubstantiated claims about US aid to Canada and alleges private government discussions about joining the US as a state without evidence.
@tazman19907
Mar 4, 2025
Trump said Zelensky was trying to push ww3 and he wasnt wrong. Zalensky is using his donars as attack dogs to make threats. Think about that! The President who is putting his countries best interests …
Trump said Zelensky was trying to push ww3 and he wasnt wrong. Zalensky is using his donars as attack dogs to make threats. Think about that! The President who is putting his countries best interests first agaisnt the tyrants that have been dictating all of our lives around the world. The problem isn't Trump and Musk, its all the globalists that want to suffocate the planet. The only thing it will take to make you wake up to the delusions, is if you lose all the creature comforts you relish, the status quo has changed and none of you can handle it.
Makes unsubstantiated claims about Zelensky's intentions, globalist conspiracies, and societal collapse without evidence.
@DartFrog815
Mar 4, 2025
Trump and Vance are clear Russian agents. Proud of Canada for standing up to this dumb ass administration. Embarrassed to be American even though I didn’t choose this President. These administration obviously has no idea …
Trump and Vance are clear Russian agents. Proud of Canada for standing up to this dumb ass administration. Embarrassed to be American even though I didn’t choose this President. These administration obviously has no idea what they are doing or purposely spreading chaos.
Asserts without evidence that Trump and Vance are 'Russian agents,' combined with moral disapproval of the administration.
@paradisepetcare9669
Mar 4, 2025
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
The government allows it because of three reason: 1. Money laundering, 2. Cheapening the labor costs for their businesses (see nr. 1), 3. They despise and hate you.
Presents unsubstantiated conspiracy theories about government motives for immigration policy.
arberreka2242
Jan 27, 2026
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
You forgot to mention that you locked up an innocent chinese woman for 3 years .... because the US told you to do it!
Commenter makes a specific factual claim about detention of a Chinese woman allegedly due to US pressure, presented without evidence.
@joegoh1968
Mar 4, 2025
Trump uses drugs as the reason we all know that is not true. Trump has to be the feared leader, as he cosy up to Putin. Trump likes isolation he wants America to be Russia …
Trump uses drugs as the reason we all know that is not true. Trump has to be the feared leader, as he cosy up to Putin. Trump likes isolation he wants America to be Russia allied We the people will survive but know that gaining our trust back will not be easy but we are up for the fight. We will not get in bed with a country that is siding with Putin
Makes unverified claims about Trump's motives and alleged alignment with Putin, presenting conspiracy-like assertions without evidence.
@bonnierobinson9993
Mar 4, 2025
Concise: Putin is cannibal demon,Trump is Big robber
Concise: Putin is cannibal demon,Trump is Big robber
Makes inflammatory unsubstantiated claims characterizing Putin and Trump with extreme language without evidence.
Unverified Claim
0.75
@zadhudrahula7318
Mar 4, 2025
P I thought Canada got rid of that child molesting dictator
P I thought Canada got rid of that child molesting dictator
Makes a serious factual accusation ('child molesting dictator') without evidence, presented as a claim about Trudeau's character and fitness for office.
@MontanaBail
Mar 4, 2025
These are the tariffs Canada has imposed on the USA for years: \n \nMilk: 270% \nCheese: 245% \nButter: 298% \nChicken: 238% \nSausages: 69.9% \nBarley seed: 57-57.8% \nCopper: 48% \nAluminum: 45% \nSteel: 25% \nCars: 45% \nTVs: …
These are the tariffs Canada has imposed on the USA for years:
\n
\nMilk: 270%
\nCheese: 245%
\nButter: 298%
\nChicken: 238%
\nSausages: 69.9%
\nBarley seed: 57-57.8%
\nCopper: 48%
\nAluminum: 45%
\nSteel: 25%
\nCars: 45%
\nTVs: 45%
\nEggs: 163%
\nWheat: 94%
\nBovine/Meat: 26.5%
Lists specific tariff percentages presented without source or verification to support an argument about Canadian trade practices.
@markridgemr
Mar 4, 2025
Who froze accounts of the truckers? Trudeau is a dictator.
Who froze accounts of the truckers? Trudeau is a dictator.
Makes an accusation about account freezing and labels the PM a dictator without substantiation.
@Blip-Quip
Mar 4, 2025
If you watch CNN ? you are part of the problem LOL check on WHO pays them to spin the narrative!\n\nWar? Dictator ? Those are some strong and exaggerated words. As a diplomat he should …
If you watch CNN ? you are part of the problem LOL check on WHO pays them to spin the narrative!\n\nWar? Dictator ? Those are some strong and exaggerated words. As a diplomat he should know better ? just protect the borders like a good neighbor and you won’t have any issues … I think the US will be ok. \n\nCanada ?? has been an open border, ask all your DoorDash and Uber drivers in the US where they are coming from !!!! They all say Canada… Indians, Turkish, Palestine, Hispanics… quit lying ?\n\nJust because he speaks gently doesn’t mean he ain’t full of ?\n\n“Donald” uhmm President Trump .. homeboy shows little respect … for the president the entire country chose.
Makes specific factual claims about DoorDash/Uber drivers' nationalities and Canada's border policy without evidence, combined with criticism of media and diplomatic language.
@Dragonfly_magictarot
Mar 4, 2025
Trump is KGB
Trump is KGB
Makes a specific factual claim (Trump is KGB) without evidence, presented as assertion.
Unverified Claim
0.75
@donnafennell6739
Mar 4, 2025
Trudeau is the lying murderous son of Castro
Trudeau is the lying murderous son of Castro
Makes inflammatory factual claims about Trudeau without evidence (lying, murderous, Castro connection).
@johnstewart150
Mar 4, 2025
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Putin and Trump drew their map for their own part of thz world. You take this, I take that.
Makes an unsubstantiated conspiracy claim about Putin and Trump dividing the world without evidence.
Unverified Claim
0.75
@michelwillems50
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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)