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
Least hes not afraid to say this shit tk the populus. Its America and yeah we're the land of the free but when Americans become the minority, then what happens. Its complete chaos.
Least hes not afraid to say this shit tk the populus. Its America and yeah we're the land of the free but when Americans become the minority, then what happens. Its complete chaos.
Expresses demographic anxiety about Americans becoming a minority and predicts 'complete chaos,' framed as a threat scenario.
bbcaptain3858
Jan 27, 2026
Security is first priority
Security is first priority
Expresses security concerns as a priority, reflecting anxiety about safety threats.
Fear / Threat
0.85
UCBerkeley6272
Feb 18, 2026
Build a wall on Canada und mexico step up now useless countries 💪🎄🇬🇷🇧🇻🇨🇭🇺🇦🇱🇺🇫🇷🇦🇺🇧🇪🇨🇳🇩🇪🇧🇷🇺🇲
Build a wall on Canada und mexico step up now useless countries 💪🎄🇬🇷🇧🇻🇨🇭🇺🇦🇱🇺🇫🇷🇦🇺🇧🇪🇨🇳🇩🇪🇧🇷🇺🇲
Expresses security/border anxiety through demand for wall-building while framing other nations negatively.
michaelkinney4406
Jan 27, 2026
Weak rulers allow predatory cultures to destroy beautiful Canada😮🎉😢
Weak rulers allow predatory cultures to destroy beautiful Canada😮🎉😢
Uses alarmist language about cultural destruction and frames immigrant groups as predatory threats to national identity.
митрида
Feb 22, 2026
Let's nuke India and Israel
Let's nuke India and Israel
Extreme violent rhetoric expressing existential threat perception toward specific nations.
Fear / Threat
0.85
orlandochocolatt1506
Jan 27, 2026
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Commenter expresses demographic anxiety and fear of becoming a minority, linking neighborhood decline to immigration.
itsmedave2364
Jan 27, 2026
I don’t even think I can watch this because it makes me so angry and emotional. Our med will be fighting these guys one day.
I don’t even think I can watch this because it makes me so angry and emotional. Our med will be fighting these guys one day.
Commenter expresses emotional distress and predicts future conflict/violence between Canadians and immigrants.
Fear / Threat
0.85
Kellycreates123
Jan 27, 2026
Trust me, Canadians are getting sick of this shit. I moved over an hour away from Brampton and even rural towns are getting taken over with indians. Something bigger at play causing this.
Trust me, Canadians are getting sick of this shit. I moved over an hour away from Brampton and even rural towns are getting taken over with indians. Something bigger at play causing this.
Expresses demographic anxiety about 'takeover' by Indian immigrants, claims of broader conspiracy ('something bigger at play'), and generalized threat perception.
youthgw
Jan 27, 2026
They are so fucking dirty fuck Trudeau ruined this country and I’m not being racist you’d say it to as a Canadian citizen
They are so fucking dirty fuck Trudeau ruined this country and I’m not being racist you’d say it to as a Canadian citizen
The comment expresses alarm about conditions and blames political leadership, combining fear-based language with policy criticism.
Mutedttv
Jan 27, 2026
I smell civil war….
I smell civil war….
Expression of alarm and existential threat regarding civil conflict in Canada.
Fear / Threat
0.85
@dkny7190
Mar 4, 2025
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and …
Thank you Tyler for covering this issue. A lot of Canadians who were born here feel the same way about this country turning into South Asia 2.0, but very few are vocal about it, and some are willfully blind to the consequences. This may be an immigrant country, but it's certainly not sustainable at the rate we're going....
Expresses demographic anxiety about Canada becoming 'South Asia 2.0' and warns of unsustainable immigration rates, framing immigration as an existential threat to national character.
Terrofried
Jan 27, 2026
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons under investigation for firing locals and only hiring east Indians. Hey I'm down for helping people in need like refugees but wene the government is putting everything and everyone before Canadians there a big F-ing problem
Expresses demographic and economic anxiety about immigration displacing locals from jobs and homes, with identity-based framing of 'Canadians' versus immigrants.
AxlHawleyWood25
Mar 1, 2026
At least they, if they get more in number, won't ask for Sharia.
At least they, if they get more in number, won't ask for Sharia.
Expresses demographic anxiety about immigrant population growth and religious/cultural threat ('Sharia'), framed as a comparative concern.
srsrt6979
Jan 27, 2026
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada …
Plz save my country Tyler, there are so many suicidal empathy libtards here letting in the 3rd world and destroying our culture while having a 2 tier justice system for brown and Muslim ppl. Canada is completely fucked and run by demons.
Expresses existential anxiety about cultural destruction and demographic change, calling for intervention to 'save' the country.
mew2isthicc670
Jan 27, 2026
We in the US should stop taking them in. I'm all set. They are really hard to deal with.
We in the US should stop taking them in. I'm all set. They are really hard to deal with.
Expresses concern about accepting immigrants and characterizes them negatively as 'hard to deal with,' combining threat perception with in-group/out-group framing.
kristenharden3157
Jan 27, 2026
Canada is becoming like US now. Drugs, extortions, heavy crimes.
Canada is becoming like US now. Drugs, extortions, heavy crimes.
Expresses anxiety about Canada becoming like the US with increased crime and drugs, framing immigration as a security threat.
1meetup
Feb 18, 2026
They bring all that caste bullshit and sectarianism with them. Canada is a mess.
They bring all that caste bullshit and sectarianism with them. Canada is a mess.
Expresses anxiety about cultural practices ('caste bullshit') being brought to Canada and frames immigration as causing societal decline ('Canada is a mess').
lostyank
Jan 27, 2026
canada now has a caste system.. and naturally born citizens are always last!
canada now has a caste system.. and naturally born citizens are always last!
Expresses anxiety about systemic discrimination against natural-born citizens, framing immigration as a threat to their status.
MajestikTwelve
Feb 18, 2026
So by 2027 throughout Canada there is a potential for 50,000 immmigrants seeing their citizenship potential removed and deportation proceedings starting. All this just to reduce the flood of immigrants which has increased crime rate, …
So by 2027 throughout Canada there is a potential for 50,000 immmigrants seeing their citizenship potential removed and deportation proceedings starting. All this just to reduce the flood of immigrants which has increased crime rate, homelessness, and health care crises across the nation.
Expresses demographic and social anxiety, linking immigration to crime, homelessness, and healthcare crises without evidence.
calypsomontani3767
Jan 20, 2026
Canada can't defend themselves in a war. If they get on the shit list with th USA then the world will realize they are weak. The days of the USA being taken advantage of are …
Canada can't defend themselves in a war. If they get on the shit list with th USA then the world will realize they are weak. The days of the USA being taken advantage of are over??
Expresses security anxiety about Canada's military weakness and vulnerability to US retaliation, framing this as a threat to national standing.
@kingtech7174
Mar 4, 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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