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
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
“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
The Word Racism. Is A Word Invented By People In A Caucasian Country.
The Word Racism. Is A Word Invented By People In A Caucasian Country.
Makes a demonstrably false claim about the origin of the term 'racism,' presenting a conspiracy-like assertion about language invention.
The-Psychic_SSJ
Feb 13, 2026
Russia will help USA with critical minerals , Russia have the biggest deposits in the world, i think that is deal USA will be fine
Russia will help USA with critical minerals , Russia have the biggest deposits in the world, i think that is deal USA will be fine
Presents speculative claim about Russia-US mineral deal without evidence while comparing resource availability between nations.
@JJNOX
Mar 4, 2025
AMERICA HAS CHANGED TO A COMMIE COUNTRY
AMERICA HAS CHANGED TO A COMMIE COUNTRY
Makes a sweeping factual claim ('America has changed to a commie country') without evidence, presented as alarming assertion.
@kennesbitt-t4h
Mar 4, 2025
Of course the smell of onions is strong every day
Of course the smell of onions is strong every day
Stereotypical claim about a group's characteristics presented as fact, likely referencing ethnic stereotypes without evidence.
Josh22-d7e
Feb 16, 2026
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
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you …
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you on a waiting list because they are taking immigrants first! WTF!??? WEF Agenda!
Makes specific factual claims about military hiring practices prioritizing immigrants without evidence, and invokes conspiracy ('WEF Agenda').
TheDmac5440
Aug 26, 2025
All this volatility is wanted so DJT and his buddies can make even more money . They play the need Ande the volatility at will to heed the tendancies and make millions. ????
All this volatility is wanted so DJT and his buddies can make even more money . They play the need Ande the volatility at will to heed the tendancies and make millions. ????
Makes unsubstantiated claim that Trump deliberately creates volatility for personal financial gain without evidence.
@ChristopheSmith
Mar 4, 2025
Kenny is a long time wef member. An underling of Carnage.
Kenny is a long time wef member. An underling of Carnage.
Makes unverified claim about organizational membership and power dynamics without substantiation.
595million9
Feb 17, 2026
The intentional destruction a controlled decline began with Trudeau continues with Carney
The intentional destruction a controlled decline began with Trudeau continues with Carney
Makes unsubstantiated claim of intentional destruction and controlled decline by named officials.
phillip4742
Feb 17, 2026
The crime is outta control thanks to feminism and a corrupt liberal government
The crime is outta control thanks to feminism and a corrupt liberal government
Makes an unsubstantiated causal claim linking crime to feminism and government corruption without evidence.
sheldoncarmichael4534
Aug 26, 2025
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
It was never an example, it was a laboratory. Notice how the same issues happened wherever this experiment was conducted?
Presents vague conspiracy theory framing immigration as an intentional 'experiment' without evidence.
likwidmocean
Feb 17, 2026
Trudeau allowed millions of Indians in and fast tracked them
Trudeau allowed millions of Indians in and fast tracked them
Makes a specific factual claim about Trudeau fast-tracking Indian immigration without evidence, presented as an assertion of fact.
mrbobo86
Jan 19, 2026
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
All these immigrants came to Canada temporarily. They came here, made their money, now it's time to leave.
Presents unsubstantiated factual claim that all immigrants came temporarily with intent to leave, without evidence.
mikemd3979
Jan 18, 2026
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Makes conspiratorial claims about media representation and racial demographics without evidence, combining unfounded accusations with alarmist framing.
jan4802
Feb 17, 2026
Think election fraud ?
Think election fraud ?
Raises unsubstantiated claim about election fraud in relation to immigration policy without evidence.
ClarkPhillips-g8k
Aug 26, 2025
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Makes a specific causal claim linking crime to liberal policies without evidence, presented as factual assertion.
Jonsnow-u3f
Aug 26, 2025
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Carney vlonlkst self servingibrs want imgrants to vote for them that the reason thafs why they want to give the ones on pr to vote Biden era all over again in canada
Incoherent conspiracy claim about politicians using immigrants for voting purposes, with garbled text suggesting unsubstantiated political manipulation.
montahakarbarani948
Feb 17, 2026
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government …
So how then, did one man erase all the good. And dont say he was an idiot because some big people in government made this happen. Who bought our government. We know the current government certainly has ten times that money But they will use our money our pensions to bury this once great country
Asserts unsubstantiated conspiracy that government was 'bought' by unnamed powerful interests to deliberately harm Canada.
jerryniagara3501
Feb 17, 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)