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
Russia owns Trump don't forget it
Russia owns Trump don't forget it
Commenter makes an unsubstantiated claim about Russian control over Trump without evidence, framing it as a factual assertion.
@robdunham7859
Mar 4, 2025
Russia has control of the White House. It's best that Canada, Europe, and any of the US' allies strengthen themselves because the US cannot be trusted
Russia has control of the White House. It's best that Canada, Europe, and any of the US' allies strengthen themselves because the US cannot be trusted
Makes an unsubstantiated claim about Russian control of the White House while comparing Canada/Europe to the US.
@Sir1626
Mar 4, 2025
It’s all the plan to erase culture in North America
It’s all the plan to erase culture in North America
Asserts a vague conspiratorial claim about planned cultural erasure in North America without substantiation.
Stonesour1
Aug 25, 2025
Russia definitely have something over Trump and I'm guessing tis *CHILDREN*. UNDERAGE GIRLS AND/OR BOYS! What else could it be . . . ???
Russia definitely have something over Trump and I'm guessing tis *CHILDREN*. UNDERAGE GIRLS AND/OR BOYS! What else could it be . . . ???
Presents unsubstantiated conspiracy theory claiming Russia has compromising material on Trump involving minors.
@lisacz6607
Mar 4, 2025
Donald Trump the Russian agent.
Donald Trump the Russian agent.
Makes an unsubstantiated factual claim that Trump is a Russian agent without supporting evidence.
Unverified Claim
0.80
@rpgmarshal
Mar 4, 2025
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better …
I have been all over the world including India. Even in the poorest areas of India I felt safe and was safe. There are so many places in the US that my white ass better not go. I would gladly trade away the recent immigrants from Central America who at least 50% of are violent criminals for immigrants from India. Hell, I would love to trade most Americans under 30yrs old for immigrants from India.
Makes an unsubstantiated factual claim that 'at least 50% of' Central American immigrants are violent criminals, presented without evidence.
mattijoak2112
Sep 19, 2025
multiculturism is big fraud which destroyed canada. canada has no immigration policy it is free for all to commit fraud and make money. there is no cut but more are coming this report bis fake.. …
multiculturism is big fraud which destroyed canada. canada has no immigration policy it is free for all to commit fraud and make money. there is no cut but more are coming this report bis fake.. canada is now 3rd class country.
Makes multiple unsubstantiated factual claims (multiculturalism destroyed Canada, no immigration policy, report is fake, Canada is 3rd class) without evidence.
balrajdeol9054
Apr 15, 2025
Draining our system all over Canada
Draining our system all over Canada
Asserts without evidence that immigrants are draining social systems, framed as a factual claim rather than opinion.
mariacarreiro5770
Jul 5, 2025
I thought the bike guy was joking but hes correct 😂 the average iq is around 70
I thought the bike guy was joking but hes correct 😂 the average iq is around 70
Presents a fabricated IQ statistic as fact while using emoji to suggest ironic tone, but the false claim dominates.
decentraIize
Jan 28, 2026
Indian Tv is purposely pushing its national interest by blaming Canada ! \n\nThis is ungrateful attitude! So many Indians moved to Canada , earned a lot and settle safely … now you all complain ! …
Indian Tv is purposely pushing its national interest by blaming Canada ! \n\nThis is ungrateful attitude! So many Indians moved to Canada , earned a lot and settle safely … now you all complain ! \n\n\nAll these shit happened cos if Indians coming to Canada! \n\nThey abused the system , the submitted fraud documents to get PR in Canada !\n\nBcos of these shenanigans by Indians … genuine , deserving candidates suffering
Makes specific factual claims about Indian immigrants committing fraud and abusing Canada's PR system without evidence.
@GreenThoppi-k7z2f
Mar 4, 2025
Check Tim Hortons and other workplaces and you will find most of them
Check Tim Hortons and other workplaces and you will find most of them
Makes a specific factual claim that 'most' workers at Tim Hortons and other workplaces are immigrants without providing evidence.
Unverified Claim
0.80
Eddie-le5ei
Dec 6, 2025
This Trudeau allow CHINESE POLICE STATIONS IN CANADA. FROZE OIR BANK ACCOUNTS FOR PROTESTS. HES BEEN IN BED WITH CHINA FOR 10 YEARS
This Trudeau allow CHINESE POLICE STATIONS IN CANADA. FROZE OIR BANK ACCOUNTS FOR PROTESTS. HES BEEN IN BED WITH CHINA FOR 10 YEARS
Makes multiple specific factual claims (Chinese police stations, frozen accounts, decade-long relationship) without evidence, combined with alarmist framing.
@danv2932
Mar 4, 2025
Canada has use all the help America gave them but America barely get anything in return
Canada has use all the help America gave them but America barely get anything in return
Makes an unsubstantiated claim about trade imbalance between Canada and America without supporting evidence.
@rafealrafeal6716
Mar 4, 2025
TRUMP IS A MORON!!! Trump hates America and I believe he is an agent for russia and has been for decades!! We have to stop him! He is the MOST EVIL, and the BIGGEST LIAR …
TRUMP IS A MORON!!! Trump hates America and I believe he is an agent for russia and has been for decades!! We have to stop him! He is the MOST EVIL, and the BIGGEST LIAR the world has EVER SEEN! The USA is in BIG trouble! ???
Makes unsubstantiated claims about Trump being a Russian agent and the most evil person, presented as fact without evidence.
@debrabowers8652
Mar 4, 2025
I mean… u really don’t confirm anything at all. You had not gotten to the part where u pay. These people are only into one profession, and that’s scamming. “Please get a gift card for …
I mean… u really don’t confirm anything at all. You had not gotten to the part where u pay. These people are only into one profession, and that’s scamming. “Please get a gift card for 6,000$ and whatever you do, DO NOT REDEEM IT”.
Makes sweeping false generalizations about an entire group being scammers, combining misinformation with threat framing.
Hopelessthugg
Jan 27, 2026
Trudea more a dictator than puton
Trudea more a dictator than puton
Commenter makes an unsubstantiated factual claim comparing Trudeau to Putin without evidence or elaboration.
@craiglappin6987
Mar 4, 2025
4:10 they might not eat it but they love to shit on beaches in Wasaga Beach ON lmao
4:10 they might not eat it but they love to shit on beaches in Wasaga Beach ON lmao
Stereotypical claim about immigrant behavior presented with crude humor, likely fabricated.
-taylord2am-473
Jan 27, 2026
Literally worshipping demons
Literally worshipping demons
Makes a conspiratorial or religiously inflammatory claim without evidence, characteristic of misinformation.
estebanfranco2012
Jan 27, 2026
even in my town in the prairies every fast food restaurant is entirely staffed by Indian "students" who overstay their visas.
even in my town in the prairies every fast food restaurant is entirely staffed by Indian "students" who overstay their visas.
Makes unsubstantiated claim about visa overstays and demographic takeover without evidence, combining false assertion with demographic anxiety.
heperile
Jan 27, 2026
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Presents unsubstantiated claims about immigrants exploiting welfare programs and conspiracy theories about ethnic hiring discrimination.
JoAnneDSimmonds
Sep 15, 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)