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
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness …
So it seems like 1 particular nationality of new immigrants is causing the stress and strain with their over subscription ... Please stop broad-brushing this issue because we all know & see where the lopsidedness is... Their numbers are unrivalled & you can blame the bilateral agreement involved... Look at all the Singh Hortons with these timigrants 😂... & Then they just hire each other and speak their language on the job constantly & close you out, while you have to repeat your order 5 times for them to understand... Canada, you did this!!... & Now all the chickens are coming home to roost!!
Makes specific claims about one nationality dominating immigration and workplace behavior without evidence, with ethnic targeting and sarcasm.
Blancoramo-n7k
Aug 29, 2025
I read a case a week ago where a small town timmies got bought out by an Indian family who proceeded to kick out the local workers to make way for their family/friends. These people …
I read a case a week ago where a small town timmies got bought out by an Indian family who proceeded to kick out the local workers to make way for their family/friends. These people often are outright nepotists.
Presents a specific anecdotal claim about nepotism by an Indian family without verification, generalizing to broader group behavior.
xbox_cheeto5338
Nov 13, 2025
Everyone trynna make Putin look like the bad guy, if you really look into the reason Russia invaded Ukraine u will understand look at Robert f Kennedy video he speaks the truth, Ukraine was killing …
Everyone trynna make Putin look like the bad guy, if you really look into the reason Russia invaded Ukraine u will understand look at Robert f Kennedy video he speaks the truth, Ukraine was killing Russian speaking people from Ukraine because they banned that language he invaded for many different reasons but you people don’t do your research u guys are blindsided lol
Presents unsubstantiated claims about Russia's invasion justifications and accuses others of not doing research.
@Alexanderngfdc5
Mar 4, 2025
Trudeau is a WEF globalist...Trump told them all at Davos....Trudeau destroyed the Canadian economy all on his own.
Trudeau is a WEF globalist...Trump told them all at Davos....Trudeau destroyed the Canadian economy all on his own.
Makes specific factual claims about Trudeau being a WEF globalist and destroying the economy without evidence, alongside policy criticism.
@TomBrown-m3d
Mar 4, 2025
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Get the village idiots out of Canada they stink holy f they DONT EVEN KNOW HOW TO TALK THEY PARK IN HANDI CAP SPACES CUT LINES COMMIT CRIME EWWWWW
Makes sweeping claims about immigrant behavior (crime, rule-breaking) without evidence, combined with dehumanizing language.
Clownworldtrolling
Jan 17, 2026
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Thank you for covering this! Replacement Theory is real and the immigration population has exploded in Canada. Look into the century initiative, goal is to have Canada's population to 100 million by 2100.
Presents replacement theory and the Century Initiative as factual evidence of coordinated demographic replacement without substantiation.
westly2083
Jan 27, 2026
bs...look at all the crooks u harboring!!
bs...look at all the crooks u harboring!!
Makes an unsubstantiated factual claim that Canada is 'harboring crooks' without evidence, combined with dismissal of government credibility.
@Aiden-ly4zs
Mar 4, 2025
They are all illegals -Must be deported
They are all illegals -Must be deported
Makes a sweeping factual claim that all immigrants are illegal without evidence, paired with a demand for deportation.
estebanrivera7068
Nov 21, 2025
"Many are fraudulant"??? LOL. How about virtually ALL!!!!!!!!!!!!!!
"Many are fraudulant"??? LOL. How about virtually ALL!!!!!!!!!!!!!!
Makes sweeping unsubstantiated claim that virtually all refugee claims are fraudulent, with sarcastic tone.
lonesom
Nov 21, 2025
Trump is actually causing the stock market to fall and he and his crooks will wait until it comes down. He'll then try to correct the tarriff's back to zero so the stock market will …
Trump is actually causing the stock market to fall and he and his crooks will wait until it comes down. He'll then try to correct the tarriff's back to zero so the stock market will go up but before Trump will buy, buy, buy to increase his own stock holdings
Makes specific factual claims about Trump's market manipulation strategy without evidence, presented as conspiracy-like assertion.
@laurabayer-garcia8258
Mar 4, 2025
All muslims have to say is they want to be Christian and theyre here as a refugee. Met many in Thornhill. I mean Thornhillistan.
All muslims have to say is they want to be Christian and theyre here as a refugee. Met many in Thornhill. I mean Thornhillistan.
Makes an unsubstantiated claim that Muslims falsely claim Christian faith to gain refugee status, with ethnic/cultural framing.
TakeuchiSan16
Nov 21, 2025
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson …
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson look at them in their eyes 👀 they only after money and too greedy people go look at the history most world countries kicked them out from their country weak up Canada 🇨🇦 it’s almost to late know I will feel it soon already 😮
Makes specific unfounded claims about Indian immigrants (idol worship corrupting Canada, historical expulsions) presented as fact without evidence.
yaredhaile2025
Aug 28, 2025
Importing prospective Liberal Voters gaming the system Open Society Foundations
Importing prospective Liberal Voters gaming the system Open Society Foundations
Makes unverified claims about immigrants being selected to benefit a political party and references Open Society Foundations conspiracy.
lking288
Nov 21, 2025
Canadians, I find it funny since you do joint operations with the Chinese and they are planning on building the biggest military base in the world in your country. I wouldn’t trust that Ukrainian president …
Canadians, I find it funny since you do joint operations with the Chinese and they are planning on building the biggest military base in the world in your country. I wouldn’t trust that Ukrainian president that has leased his country out to black rock and worked to taking American money.
Makes specific unsubstantiated claims about Chinese military bases in Canada and Ukrainian president corruption without evidence.
@komicczz3211
Mar 5, 2025
They're all playing the game pretending to fight one another when in fact they are just tightening the net on your Freedoms. Take Notice.
They're all playing the game pretending to fight one another when in fact they are just tightening the net on your Freedoms. Take Notice.
Makes an unsubstantiated conspiracy claim that leaders are secretly coordinating to restrict freedoms while appearing to conflict.
@AmbientShores
Mar 4, 2025
Cuz the libs need voters
Cuz the libs need voters
Conspiracy-like claim that immigration policy is motivated by partisan voter-seeking without evidence.
TheDepartedschannel
Jan 20, 2026
It's a crime ridden shithole as well, one of the highest crime rates in Canada.
It's a crime ridden shithole as well, one of the highest crime rates in Canada.
Makes a specific factual claim ('one of the highest crime rates in Canada') without evidence to support it, presented as fact.
Johnnywhamo
Oct 28, 2025
This trade war with Canada must end. The only way to do that is for Canada to become our fifty-first state. The sooner you admit that Justin the better.
This trade war with Canada must end. The only way to do that is for Canada to become our fifty-first state. The sooner you admit that Justin the better.
Makes an unsubstantiated claim that Canada must become a U.S. state to resolve trade disputes, presented as factual necessity.
@thewholetruth5473
Mar 4, 2025
The thefts are tourists more than immigrants. Crime tourism is a thing and Canada is a hot spot because the police do nothing.
The thefts are tourists more than immigrants. Crime tourism is a thing and Canada is a hot spot because the police do nothing.
Makes specific factual claims about crime patterns (tourists vs. immigrants, police inaction) without evidence, presented as fact.
WitchfulWonders
Aug 28, 2025
Just go home it’s not your country please you’re taking up school and housing and they can’t drive every accident is a immigrant driving 😢😢😢
Just go home it’s not your country please you’re taking up school and housing and they can’t drive every accident is a immigrant driving 😢😢😢
Makes specific factual claims about immigrants causing accidents and taking resources without evidence, presented as established fact.
melvinmcgilvery206
Oct 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)