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
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That was a lie.......
Trudeau's libs were financially strapped when ndp and conservatives dominated the previous election.
Trudeau got funding in the hundreds of millions by Indian investors in return the liberals configured the laws so these investors could make payday off all the Indians. Fake schools were huge, and trapped these indians into ridiculous housing arrangements.
Then the liberals went too far by creating ridiculous visas for indiand for them to enter Canada like the nanny Visa called something else but they can take care of their own healthy family just to enter the country. Student visas allowed to work which turns into full time employment at liberal party hotspots like tim hortons and Amazon. They hire only Indians because the government pays half there salary
Racism is extremely high and many communities have boycotted indian run establishments like in mine 2 groups went out of biz.
It's a mess but Indians will slowly deteriorate. Will take time.
Makes unsubstantiated conspiracy claims about Trudeau's immigration plan being orchestrated for financial gain, mixing policy critique with demonstrably false allegations and demographic anxiety.
brandonlewis5135
Jan 27, 2026
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
Putin has dirts on Donald ... Donald now no choice has to destroy USA and allies at his bidding. No sane man will do what he is doing. He want to gobble up Canada Panama …
Putin has dirts on Donald ... Donald now no choice has to destroy USA and allies at his bidding. No sane man will do what he is doing. He want to gobble up Canada Panama Greenland and minerals from Ukraine at same time praising Putin. Is Donald stupid I doubt so.
Makes unsubstantiated claims about Putin having 'dirt' on Trump and Trump's alleged territorial ambitions, presented as conspiracy theory.
@Mark-je5op
Mar 5, 2025
It’s so obvious that Putin has something really good on Trump. How doesn’t everyone else see this?
It’s so obvious that Putin has something really good on Trump. How doesn’t everyone else see this?
Makes an unsubstantiated claim that Putin has compromising information on Trump, presented as obvious fact without evidence.
@Tommyflute
Mar 4, 2025
Indians believe in a 6 arm demon.
Indians believe in a 6 arm demon.
Makes a derogatory and inaccurate generalization about Indian religious beliefs, combining stereotyping with false characterization.
rudyperez7680
Jan 27, 2026
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to …
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to condemn all in such a short sentence!? Is he even mentally sound!?
Challenges a sweeping generalization about African culture and rape, questioning the speaker's credibility and knowledge.
sareeyemanusqaame8723
Jan 27, 2026
He just slandered the President of Russia. Not polite and not true! Embarrassment to Canada. What about the Midon Coup in Ukraine in 2014, Western aggression. Ukraine committing Genocide for 8 years on Ukrainians in …
He just slandered the President of Russia. Not polite and not true! Embarrassment to Canada. What about the Midon Coup in Ukraine in 2014, Western aggression. Ukraine committing Genocide for 8 years on Ukrainians in E Ukraine that speak Russian. Putin had to intervene as negotiations weren't doing anything.
Makes specific factual claims about the Maidan coup, genocide allegations, and Putin's justification without evidence, while criticizing the speech.
@alancooper3473
Mar 5, 2025
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
All Because He Wants to Make Us(??) the 51st State, This is Exactly What Russia & China Want..
All Because He Wants to Make Us(??) the 51st State, This is Exactly What Russia & China Want..
Makes an unsubstantiated claim that Trump wants to make Canada the 51st state and that this benefits adversaries, without evidence.
@truestonner420
Mar 5, 2025
Follow the money. Tell me Trump is not trying to pull off his biggest grift and that tariffs won’t flow to Trump’s family and friends’ businesses. And I use the term friend loosely as he …
Follow the money. Tell me Trump is not trying to pull off his biggest grift and that tariffs won’t flow to Trump’s family and friends’ businesses. And I use the term friend loosely as he has zero friends. His so called friends are solely business transactions for him and the number of his friends are dwindling quickly.
Makes specific unverified claims about Trump's financial motives and tariff corruption without evidence, framed as moral critique.
@kenmacdonald3447
Mar 4, 2025
Indians and their love for poop💩 😂
Indians and their love for poop💩 😂
Uses a dehumanizing stereotype and emoji to mock Indian people, presenting a false and offensive generalization as humor.
NeioM
Jan 27, 2026
The guy on the bike was straight up ly ing. Indians don't e at p oop, that was just one man and one village. Indians are also well known for their intelligence.
The guy on the bike was straight up ly ing. Indians don't e at p oop, that was just one man and one village. Indians are also well known for their intelligence.
Defends against a false stereotype while asserting positive claims about Indian intelligence, mixing fact-checking with identity assertion.
mangopudding5979
Jan 27, 2026
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
The indians who moved to USA vs the indians who moved to canada are so different while the usa one are educated skilled ones while these are mostly truck drivers.
Makes specific factual claim about educational/occupational differences between Indian immigrants to USA vs. Canada without evidence.
sunaaaa324
Sep 20, 2025
Don't forget that these Indians attempted to assassinate a political opponet.
Don't forget that these Indians attempted to assassinate a political opponet.
Makes a serious allegation about assassination attempts without context or evidence, spreading potentially false claims.
DemonicVodNic
Jan 27, 2026
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their …
Hindu guy saying he's peaceful and loving. Sikh guy saying he's peaceful and loving. Yet they go around fighting each other. Either these guys are both lying, or their community is not being taught their religion properly.
Makes an unverified claim that Hindu and Sikh individuals are lying about being peaceful while fighting each other, and suggests their communities are not properly taught their religion.
mnc365
Sep 19, 2025
17:09 did he make you shit in the street before you entered Canada
17:09 did he make you shit in the street before you entered Canada
Offensive stereotype presented as crude humor, referencing false claims about sanitation practices in India.
neoclassic09
Jan 27, 2026
This guy is a liar. Trudeau is a liar. I live in Maine 40 minutes outside of the Canadian border. I have trail cameras everywhere that pick up people crossing the border all the time …
This guy is a liar. Trudeau is a liar. I live in Maine 40 minutes outside of the Canadian border. I have trail cameras everywhere that pick up people crossing the border all the time in the United States from Canada. We’ve seen it. It’s everywhere all over the state. And where else will they have strong forests full as far as the eyes can see cause 90% of Maine is for the Woods thick dense force in woods anybody can get through that with a compass in the will.
Personal anecdotal account presented as evidence of border crossing claims without verification, mixing lived experience with unsubstantiated assertions.
@conradallen703
Mar 4, 2025
Federal government quietly approving PR to many of them with low CRS scores.
Federal government quietly approving PR to many of them with low CRS scores.
Makes a specific factual allegation about government approval of low-scoring PR applications without evidence.
shem4753
Jan 15, 2026
Those same 2.9 million will claim for asylum and refugees status
Those same 2.9 million will claim for asylum and refugees status
Makes a specific factual assertion ('2.9 million will claim for asylum') without evidence, presenting it as inevitable fact.
Unverified Claim
0.80
KoolKat42
Jan 16, 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)