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
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Niagara Falls turned into INDIA over night. Almost every restaurant that is Indian employed has been shut down due to health violations such as filthy infested food
Makes specific unsubstantiated claims about restaurant closures and health violations attributed to Indian-owned establishments without evidence.
positivitynativity
Oct 6, 2025
theres so many that are homeless, but you don't see migrants out there,on the street!! its Canadian born that are out there
theres so many that are homeless, but you don't see migrants out there,on the street!! its Canadian born that are out there
Makes a specific factual claim that migrants are not homeless while Canadian-born citizens are, presented without evidence.
sandrakennett5673
Aug 27, 2025
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Canada was sold back in 2015; it's already too late. Not just tim hortins anymore, they are higher positions of power and steer policy to better themselves
Makes unsubstantiated claims about Canada being 'sold' in 2015 and immigrants steering policy for self-interest, presenting conspiracy-like assertions.
inquisitorsquish5422
Oct 3, 2025
Trudeau your people are fleeing their county at the highest rate ever and you're going to threaten the US what a joke. It's the leftist that have lost touch with reality. ????
Trudeau your people are fleeing their county at the highest rate ever and you're going to threaten the US what a joke. It's the leftist that have lost touch with reality. ????
Makes unsubstantiated claim about Canadians fleeing at 'highest rate ever' and attributes it to 'leftist' policies without evidence.
@shepherdwarrior777
Mar 4, 2025
Trump wants our minerals that is why he wants us as 51st state, he wants to hurt us so we will give in.
Trump wants our minerals that is why he wants us as 51st state, he wants to hurt us so we will give in.
Presents a specific factual claim about Trump's motivations (wanting minerals, annexation) without evidence, combined with threat framing.
@brendahaley6427
Mar 4, 2025
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
Presents specific factual claim about 5,000 Indians being expelled for criminal activity without evidence, framed as a threat.
markreynolds9135
Oct 4, 2025
India is the dirtiest country in the world. A lot of people don't take daily baths
India is the dirtiest country in the world. A lot of people don't take daily baths
Makes sweeping, unsubstantiated claims about India's cleanliness and hygiene practices as factual assertions.
rqztaz
Oct 4, 2025
My Indian friend told me all he got to do to get a driving license back home was to register for the school. Without even doing the driving test lol....
My Indian friend told me all he got to do to get a driving license back home was to register for the school. Without even doing the driving test lol....
Anecdotal claim about lax driving license requirements in India presented without verification, framed as evidence of lower standards.
ShadowRap-y5l
Jan 27, 2026
Trump is Russia asset. This is what putin want his orange puppet to do. To destroy the us and its allies. Looks like this traitor doing a damn good job as we speak
Trump is Russia asset. This is what putin want his orange puppet to do. To destroy the us and its allies. Looks like this traitor doing a damn good job as we speak
Makes specific factual assertions about political figures and foreign influence without evidence, presenting conspiracy-like claims.
@HoangTran-zk8id
Mar 4, 2025
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
They join gangs, or working for cash aka slave like cheap labour in the south Asian community. This scam is 30 years old.
Makes unsubstantiated claims about immigrant criminal behavior and labor exploitation without evidence, with ethnic targeting.
langleyj8199
Oct 3, 2025
He is a student of the WEFs young global leaders. And do we know by now what the WEF is all about?
He is a student of the WEFs young global leaders. And do we know by now what the WEF is all about?
Makes unsubstantiated claim about Trudeau's WEF affiliation and implies conspiratorial concern about WEF's intentions without evidence.
@billydlux9875
Mar 4, 2025
They took over canada
They took over canada
Vague conspiratorial claim that an unspecified group 'took over Canada' without evidence or elaboration.
MacauVintage
Jan 27, 2026
Try getting a job as a Canadian when the gate keepers are immigrants mandated to hire only liked immigrants. 🧐🤨
Try getting a job as a Canadian when the gate keepers are immigrants mandated to hire only liked immigrants. 🧐🤨
Makes unsubstantiated claim about immigrants being gatekeepers who discriminate in hiring against Canadian citizens.
yolandabernard1627
Aug 27, 2025
The new Indians don’t simulate at all when they come to Canada
The new Indians don’t simulate at all when they come to Canada
Unsubstantiated factual claim that new Indian immigrants 'don't assimilate' presented without evidence, framed as a generalization.
ricehat5580
Oct 4, 2025
The biggest scammers are from india and they are destroying Canada
The biggest scammers are from india and they are destroying Canada
Makes sweeping unsubstantiated claim that Indians are 'biggest scammers' and are 'destroying Canada.'
SamusMaximusSMXD
Oct 2, 2025
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
The Liberal Party of Canada must think that it will have millions of new supporters by flooding Canada with all these unskilled 'immigrants' from Third-world dictatorships.
Makes specific factual claim about Liberal Party motivations and characterizes immigrants as 'unskilled' from 'Third-world dictatorships' without evidence.
truecanadian1616
Jul 2, 2025
When are you people are going to wake up and see the reality , this is staged by your own government to destroy your way of life it's dictated by Davos this is why it's …
When are you people are going to wake up and see the reality , this is staged by your own government to destroy your way of life it's dictated by Davos this is why it's just NATO countries affected , I don't want this country to turn to Punjab or any country that have no rule of laws , why do you think when criminals get arrested they walk out the back door , do you people ever think ?????? I guess not , this goes for housing education healthcare and cost of living
Presents conspiracy theory claims about government orchestration by Davos/NATO to destroy Canadian society through immigration.
joemalone3249
Oct 2, 2025
9:07 how the F is this guy a rn he can’t even speak English clearly what a scam and joke. His wife too.🤡🤡🤡🤡
9:07 how the F is this guy a rn he can’t even speak English clearly what a scam and joke. His wife too.🤡🤡🤡🤡
Makes specific factual claim about an individual's credentials and English proficiency without evidence, framed as a 'scam.'
keithquinn5624
Oct 2, 2025
I'm not with trump but listen to professor Sachs speech in the European parliament. This war was planned and financed by the USA. It all started in the 1990s.its a game that the elite and …
I'm not with trump but listen to professor Sachs speech in the European parliament. This war was planned and financed by the USA. It all started in the 1990s.its a game that the elite and the MIC play . Who owns most of the mic, BlackRock. Who has the contract to rebuild Ukraine, BlackRock. Who will mine Ukraine resources, BlackRock. Welcome to the game\n We are nothing more than porns. In all the movies growing up who are the villains? Russia, China, Middle East terrorist. One guess who the heroes are. Yep the USA propaganda feed to the masses through entertainment.
Multiple unverified conspiracy claims about U.S. planning wars, BlackRock's control, and media propaganda, presented as fact without evidence.
@ijatpingrhyb
Mar 4, 2025
They destroyed their country (pollution, overpopulation) so they come here to do the same. Real facts... The race to end the world would be them.
They destroyed their country (pollution, overpopulation)
so they come here to do the same. Real facts...
The race to end the world would be them.
Makes unsubstantiated claims that immigrants will replicate environmental destruction in Canada, presented as 'real facts' without evidence.
JDMEXforme
Aug 27, 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)