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
Indians eat poo in India..yeah sure buddy with type 2 diabetes living on government money. Should check his hard drive for more info!
Indians eat poo in India..yeah sure buddy with type 2 diabetes living on government money.
Should check his hard drive for more info!
Comment makes false, dehumanizing stereotypes about Indians while making vague accusations about unspecified wrongdoing.
SuperRick07
Jan 29, 2026
There’s probably more fentanyl going into Canada from the US than there’s fentanyl coming from Canada.?
There’s probably more fentanyl going into Canada from the US than there’s fentanyl coming from Canada.?
Makes a specific factual claim about fentanyl flows between countries without evidence, presented as comparative assertion.
@fortunazee
Mar 4, 2025
That "basement" you went into in the start of the video is a literally meth lab. All the drug addicts hang out there, most of these "homeless" people do not want to work. They've ruined …
That "basement" you went into in the start of the video is a literally meth lab. All the drug addicts hang out there, most of these "homeless" people do not want to work. They've ruined Brampton downtown
Makes specific claims about basement being meth lab and homeless people not wanting work without evidence, expressing urban decay threat narrative.
kiratsingh4066
Sep 19, 2025
Come on Leslie get with it. They're Russians in the oval office and Trump's best friends are Putin, Xi and little Rocket Man.
Come on Leslie get with it. They're Russians in the oval office and Trump's best friends are Putin, Xi and little Rocket Man.
Makes unsubstantiated claims about Russians in the oval office and Trump's relationships with foreign leaders, presenting conspiracy-adjacent assertions.
@kenashcom7580
Mar 4, 2025
They want conflict because the government wants discrimination and depopulation.
They want conflict because the government wants discrimination and depopulation.
Asserts government conspiracy for conflict, discrimination, and depopulation without evidence.
sherrywest4493
Aug 25, 2025
Make that make sense? ok, here it is.—-Trump is the most evil villain the world has ever known.-In exchange for helping Trump win both elections-Putin was handed classified documents providing Russia with the technology to …
Make that make sense? ok, here it is.—-Trump is the most evil villain the world has ever known.-In exchange for helping Trump win both elections-Putin was handed classified documents providing Russia with the technology to determine the precise location of each deployed U.S. Navy submarine that's armed with ballistic missiles.-\nBecause of this transaction ALONE the country has no other option but to cease being the United States of America and fulfill it's role as Russia's latest conquest.\nThis is the result of allowing extreme racism to reign and placing an eminently compromised degenerate in the highest office.
Makes specific factual claims about classified documents, submarine locations, and alleged Trump-Putin transactions without evidence, presenting conspiracy-theory framing.
@bryantyoung7197
Mar 4, 2025
Its all planned. Century initiative. Libs rolling out the plan.
Its all planned. Century initiative. Libs rolling out the plan.
Promotes conspiracy theory about planned mass immigration ('Century Initiative') without evidence.
Jonnyredbone
Feb 26, 2026
The whole world watched live, when Trump lost his shit with President Zelensky the moment when VP VANCE started his attack on Zelensky by saying he hasn't said thankyou to America ,which is an absolute …
The whole world watched live, when Trump lost his shit with President Zelensky the moment when VP VANCE started his attack on Zelensky by saying he hasn't said thankyou to America ,which is an absolute lie.\nAmericans are asking if President Trump is a Russian asset.\nTrump is 100 % a RUSSIAN ASSET . TRUMP WON HIS SECOND TERM BECAUSE ELON MUSK BOUGHT AND PAID FOR IT.\nBOTTOM LINE TRUMP IS BOUGHT AND PAID FOR BY MUSK AND OWNED BY RUSSIAN PRESIDENT PUTIN.\nTRUMP IS A TRAITOR AND DESERVES A TRAITORS SENTENCE.\nTrump is the ENEMY FROM WITHIN.
Makes specific unsubstantiated claims about Trump being a Russian asset and Musk's control, presented as fact without evidence.
@fryrospyro8797
Mar 4, 2025
Only the Communist News Network hates the US of A as a much as the Russian do.
Only the Communist News Network hates the US of A as a much as the Russian do.
Makes unsubstantiated claim equating media outlet with foreign adversaries in their opposition to the US.
@botkill3635
Mar 4, 2025
It's ridiculously unfair....and the government is giving them over 3000 or more a month....it's disgustingly unfair...they cry the boo hoo game soo we'll. And honest hard-working people suffer that are actually canadian
It's ridiculously unfair....and the government is giving them over 3000 or more a month....it's disgustingly unfair...they cry the boo hoo game soo we'll. And honest hard-working people suffer that are actually canadian
Makes specific unverified claim about government providing $3000+ monthly to immigrants while framing it as unfair.
ancacox8886
Aug 25, 2025
There is a trade deficit where we lose billions of dollars to Canada. People who don't understand all the facts need to stop. He's just been exposed, and like the criminal Democrats of the United …
There is a trade deficit where we lose billions of dollars to Canada. People who don't understand all the facts need to stop. He's just been exposed, and like the criminal Democrats of the United States, they will never admit it, they just keep digging in their heels.
Makes specific factual claim about trade deficit causing billions in losses without evidence, and compares Canadian situation to US Democrats.
@Alpine_Forensics_Locating
Mar 4, 2025
Putin is using trump to destroy america and the bond with it's allys
Putin is using trump to destroy america and the bond with it's allys
Makes a specific conspiratorial claim that Putin is using Trump to destroy America and alliances without evidence.
@lucymbewe9038
Mar 4, 2025
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of …
Gentle reminder that as of late 2024–2025, approximately 2.5 to 2.9 million people of Indian origin live in Canada, representing roughly 0.18% to 0.2% India's total population. Canada couldn't even handle half a percentage of jeet.
Presents false statistics and uses dehumanizing language to express demographic anxiety about Indian immigration.
Tony16610
Jan 27, 2026
where is her husband with his 4 other wives
where is her husband with his 4 other wives
Makes an unsubstantiated claim about polygamy without evidence, invoking cultural stereotypes.
@kaeez
Mar 5, 2025
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like the Muslims and Africans in Dearborn MI. furthermore they actually do contribute to the economy unlike Somalis
Contains dehumanizing slurs, stereotyping of multiple ethnic groups, and unsubstantiated comparative claims about economic contribution.
Ginjinkun
Jan 27, 2026
Now I believe he is a Russian asset… for real.. too bad the U S military can’t remove him….everyone is now emasculated. Success for Russian intel…they were able to infiltrate U.S. at highest level.
Now I believe he is a Russian asset… for real.. too bad the U S military can’t remove him….everyone is now emasculated. Success for Russian intel…they were able to infiltrate U.S. at highest level.
Makes specific unfounded claims about Russian infiltration and asset status without evidence, combined with security anxiety.
@reesecho9916
Mar 4, 2025
Refugees in Canada get 83 thousand $ a year from are corrupt government.
Refugees in Canada get 83 thousand $ a year from are corrupt government.
Presents a specific false dollar amount ($83k) as fact to delegitimize refugee support, combining misinformation with policy criticism.
billbryce3488
Jan 27, 2026
Once Britisher colonised india and now they suffer from illegal immigration of isl@mist What they divided india in 3 part
Once Britisher colonised india and now they suffer from illegal immigration of isl@mist
What they divided india in 3 part
Makes historically inaccurate claims conflating British colonialism with modern immigration patterns and religious identity in a misleading way.
Isrlsjds
Jan 27, 2026
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
REFUGEES who are mostly fake get priority care in my cabcer clinic in MONTREAL.
Makes a specific factual claim about refugee priority in healthcare without evidence, presented as personal observation.
Unverified Claim
0.80
VandaPietrantonio
Jan 4, 2026
Indian owned Dunkin Donuts and Subways in the United States don't hire blacks or whites and these companies a complicit in the discriminatory hiring practices.
Indian owned Dunkin Donuts and Subways in the United States don't hire blacks or whites and these companies a complicit in the discriminatory hiring practices.
Makes sweeping, unsubstantiated claims about discriminatory hiring practices by a specific ethnic group.
TLaw44
Jan 27, 2026
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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)