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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Fear / Threat
3,873 comments
They destroyed their environment now they're destroying ours.
They destroyed their environment now they're destroying ours.
Expresses environmental and social threat from immigration without specific evidence, using alarmist framing.
cragarmcthink2025
Sep 23, 2025
Once an Indian gets to the top they will only hire other Indians to top positions.
Once an Indian gets to the top they will only hire other Indians to top positions.
Unfounded claim about ethnic hiring practices that expresses demographic anxiety and threat perception.
Biddahsweet
Jan 27, 2026
It’s like England with all the Muslims taking over. A British man had bacon on his shoulders in public and was arrested! Pure stupidity
It’s like England with all the Muslims taking over. A British man had bacon on his shoulders in public and was arrested! Pure stupidity
Expresses demographic anxiety about Muslim immigration using a fabricated anecdote, comparing Canada to England.
Iamnotsoverycool77
Feb 11, 2026
OMG ty for covering this as the country I was born in is lost.
OMG ty for covering this as the country I was born in is lost.
Speaker expresses despair about their birth country being 'lost,' combining personal connection with existential anxiety about national decline.
TiimBow
Jan 28, 2026
destroying another country, they ain't happy enough destroying their own country
destroying another country, they ain't happy enough destroying their own country
Expresses concern about Canada being 'destroyed' through immigration, framing it as a threat to national stability and character.
TheJacobusMedici
Feb 15, 2026
When grandma gets evicted onto the street.....who will be sleeping in her bed tonight?
When grandma gets evicted onto the street.....who will be sleeping in her bed tonight?
Uses rhetorical question to express anxiety about housing crisis and homelessness, implying demographic replacement concerns.
PtolemyCeasar
Aug 25, 2025
needs to be titled "global rat infestation"
needs to be titled "global rat infestation"
Dehumanizing language framing immigrants as pests/infestation, combining inflammatory rhetoric with threat expression.
xvxcascaxvx
Jan 27, 2026
we should take canada yall are so incredibly worthless
we should take canada yall are so incredibly worthless
Expresses threat/conquest fantasy toward Canada, combining territorial aggression with dehumanizing language about Canadian worth.
@brutalistconcrete25
Mar 4, 2025
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our …
As a Canadian I'm so sad what our country has become, its heartbreaking 💔. Unfortunately we let everyone and their family in and our country has never been worse. No one can drive, Healthcare, our environment is being destroyed from them all. If you move here then change how you are as a person, learn the traditions of the country and respect it. Please pray for us
Comment expresses anxiety about national decline and cultural erosion due to immigration, framing it as a threat to Canadian identity and quality of life.
OURWORLD4EVER
Jan 29, 2026
America is seriously risking becoming a backwater autocracy with this crap.
America is seriously risking becoming a backwater autocracy with this crap.
Expresses alarm about democratic decline and autocratic risk, comparing America's trajectory negatively.
@ethancoster1324
Mar 4, 2025
And with housing shortage it's not just the immigrants to account for - it's also the Canadian youth who want to move out of their parents' basements and get their own homes. Everything Liberal Party …
And with housing shortage it's not just the immigrants to account for - it's also the Canadian youth who want to move out of their parents' basements and get their own homes. Everything Liberal Party of the 2000's is corrupt and fosters outside party corruption. Sick and tired of their and the immigrant's abuse of us and the abuse of them under crime bosses. And why should they go home when they are allowed to scam and rob Canadian taxpayers. Sask has no more recourse but to leave Canada with Alberta.
Commenter expresses anxiety about housing scarcity, crime, and exploitation, framing immigrants and the Liberal government as threats to Canadian welfare and national cohesion.
bellaspatiogarden3493
Feb 17, 2026
I hope it breaks more.
I hope it breaks more.
Vague expression of hope for systemic collapse, suggesting apocalyptic concern about immigration impact.
Fear / Threat
0.79
eanerickson8915
Jan 21, 2026
I just can believe what Trump's government is doing, he's not even hiding it anymore, isolating the US and giving your country to the hands of Russia and going forward of China. Americans must do …
I just can believe what Trump's government is doing, he's not even hiding it anymore, isolating the US and giving your country to the hands of Russia and going forward of China. Americans must do something about this, remember that a Country is governed by the people and not by few thugs! \nFrom Italy all of this is really hard to watch.
Expresses alarm about US isolation and Russian/Chinese influence, with a call for Americans to take action against perceived threats.
@loydmarianoreyes753
Mar 4, 2025
He says he love America and that he's going to make it great again but he secretly is destroying America and causing chaos make it make sense
He says he love America and that he's going to make it great again but he secretly is destroying America and causing chaos make it make sense
Expresses alarm about a leader's hidden destructive intentions and chaos-causing behavior, framing it as a threat to national wellbeing.
@sheilabrown3887
Mar 4, 2025
They need to leave now ....we don't need them here to do like in FRANCE
They need to leave now ....we don't need them here to do like in FRANCE
Expresses alarm about immigration consequences by referencing France as a cautionary example, combining demographic anxiety with international comparison.
danielbojocescu8187
Feb 11, 2026
Let me tell you the honest truth it’s not getting better. It’s not ever gonna get better. It’s only getting worse from here on.
Let me tell you the honest truth it’s not getting better. It’s not ever gonna get better. It’s only getting worse from here on.
Expresses pessimistic outlook framed as inevitable deterioration, conveying anxiety about future conditions without specific policy critique.
Fear / Threat
0.79
Lakeboii70
Aug 25, 2025
Now ask them about the kalistani terrorists that blew up a Canadian airplane.
Now ask them about the kalistani terrorists that blew up a Canadian airplane.
References the 1985 Air India bombing to associate Khalistan separatists with terrorism, expressing security concerns about a specific immigrant group.
jam79car
Jan 27, 2026
Canada is NOT cheap..and Canada is changing overnight! crime keeps going up, not saying it's them, but something happened over the last couple years!
Canada is NOT cheap..and Canada is changing overnight! crime keeps going up, not saying it's them, but something happened over the last couple years!
Expresses anxiety about rapid social change and rising crime while cautiously avoiding explicit blame on immigrants.
MajestikTwelve
Jan 27, 2026
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
Expresses alarmist prediction that deportation policies will spread globally, framing immigration enforcement as an inevitable threat.
charlesdean03
Feb 25, 2026
Trump is trying to isolate us from our allies and ultimately we will get hurt in our wallet , thanks Donald trump !!
Trump is trying to isolate us from our allies and ultimately we will get hurt in our wallet , thanks Donald trump !!
Expresses concern about economic harm from Trump's isolationist policies, framing it as a threat to Canadian prosperity.
@sebastianramos2744
Mar 4, 2025
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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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