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
YOU WILL ALL BE SENT PACKING VERY SOON SO JOKES ON YOU!!
YOU WILL ALL BE SENT PACKING VERY SOON SO JOKES ON YOU!!
Threatens expulsion of immigrants with aggressive tone, expressing demographic anxiety and hostile intent.
HellfireMedics
Aug 29, 2025
they ruined my town... that thumbnail is actually so accurate!
they ruined my town... that thumbnail is actually so accurate!
Claims immigrants have negatively transformed the commenter's town, expressing resentment about demographic change while referencing the video's thumbnail.
tylerlove2290
Jan 27, 2026
women are not safe anymore i brampton. r@pes are sky rocketing
women are not safe anymore i brampton. r@pes are sky rocketing
Makes unsubstantiated claim about rising sexual assault rates in Brampton linked to immigration, expressing security anxiety.
divyaptl-lg7oo
Dec 28, 2025
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold …
I did not vote lib, and I tried to warn others But. It fell on deaf ears. I pray that we all stand together against this irresponsible government. Its going to be a very cold winter. Many immigrants won't like it, especially when the hydro crashes. No heat or electricity. Hope they go back where they came from for their own good.
Expresses apocalyptic concerns about infrastructure collapse and suggests immigrants should leave, combining threat narrative with implicit call to action.
shirleyclayton7237
Sep 8, 2025
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument …
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument would he have against that?
References an unverified clip about demographic replacement and frames it as an existential threat requiring removal of the 'threat.'
terotcard
Aug 29, 2025
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
Expresses demographic anxiety using invasion metaphor, claims Canadians are being displaced and denied benefits, framing immigration as an existential threat.
upchuckslingabinga
Aug 29, 2025
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
When the sink is full do you A) keep the tap on, or B) turn the tap off? Canada is the sink in case you can't make it out...
Uses metaphor of an overflowing sink to express demographic anxiety about immigration capacity, with sarcastic tone.
nonamehere-nope
Jan 22, 2026
Canada is going to cave. ?
Canada is going to cave. ?
Expression of concern that Canada will capitulate under pressure, conveying anxiety about national weakness.
Fear / Threat
0.80
@MichaelMadrid-l9q
Mar 4, 2025
I lived in Toronto in the mid 90s, big mistake letting the Somalis in, now they hring this in? 😢 Seriously, we should shell Ottawa.
I lived in Toronto in the mid 90s, big mistake letting the Somalis in, now they hring this in?
😢
Seriously, we should shell Ottawa.
Personal account of living in Toronto combined with ethnic targeting of Somalis and violent rhetoric, expressing demographic and security anxiety.
GardenerEarthGuy
Jan 27, 2026
tRump is the ultimate dicktator. I do mean dick. He's not doing this because of fentanyl or even free and fair trade. He's doing this because he wants control of Canada, Greenland, Panama, and Mexico …
tRump is the ultimate dicktator. I do mean dick. He's not doing this because of fentanyl or even free and fair trade. He's doing this because he wants control of Canada, Greenland, Panama, and Mexico because he wan't to brag to his buddies Putin and Xi Ping.
Expresses alarm about Trump's territorial ambitions and alleged authoritarian motives, with unsubstantiated claims about his intentions.
@martinstepanek9252
Mar 4, 2025
There is nothing like being a minority in the country you were born in.
There is nothing like being a minority in the country you were born in.
Expresses demographic anxiety about becoming a minority in one's birth country, framing it as a negative condition.
joshualoveless20
Aug 29, 2025
Trump is aligning America with dictators in Russia, North Korea, Israel and Hungary and back stabbing our allies. I have never been more fearful for our country in my life.
Trump is aligning America with dictators in Russia, North Korea, Israel and Hungary and back stabbing our allies. I have never been more fearful for our country in my life.
Commenter expresses fear and anxiety about political alliances and geopolitical threats, emphasizing personal distress about national security.
@dk4598
Mar 4, 2025
Oh this is just words. I do not believe any of it We are overpopulated and they are still coming in.
Oh this is just words. I do not believe any of it
We are overpopulated and they are still coming in.
Expresses demographic anxiety about overpopulation and skepticism toward government claims, framing immigration as a threat.
AverageJoe-vx5xs
Dec 28, 2025
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate …
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate in Canada, just want to integrate India in Canada! 👎🖕👎
Combines unsubstantiated claims about labor exploitation and ethnic replacement with inflammatory rhetoric about specific immigrant groups.
romedison
Aug 30, 2025
YES THANKYOU FOR DOING THIS VIDEO CANADA IS FULL OF EM I HATE IT
YES THANKYOU FOR DOING THIS VIDEO CANADA IS FULL OF EM I HATE IT
Expresses strong opposition to immigration with alarmist language about Canada being 'full' of immigrants.
Zach_22_
Jan 27, 2026
It's time to build the northern wall
It's time to build the northern wall
Reference to building a wall evokes border security anxiety and xenophobic framing of immigration as an invasion threat.
ZoomerPhilosopher7
Jan 27, 2026
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as …
I agree with the these people's comments regarding the immigration issues. I've been Canadian for over 50 years and this is the worst I've seen or experienced here in this country. Why are we as major tax payers are forced to finance the lives of these people who are only here to take from us, not give back in any way for us who supported them coming in to feel it's been a good decision made by our government, from our pockets. They do also bring their war, stealing, lying, scamming with them, creating more division with us who were living peacefully before. There's so much more that I see and experience now, that makes me want to leave, and it shouldn't be me who leaves home for others who have no good intentions.
Long personal account claiming immigrants take resources and bring crime/division, with unsubstantiated generalizations about immigrant intentions.
melvaspence17862
Aug 29, 2025
Putin own Trump, this confirms it...dangerous for America ?? WE have been warned. Republicans are sitting by and allowing this corruption in plain sight.
Putin own Trump, this confirms it...dangerous for America ?? WE have been warned. Republicans are sitting by and allowing this corruption in plain sight.
Expresses security concerns about foreign influence and corruption, with unsubstantiated claims about Putin controlling Trump.
@wandaransom9554
Mar 4, 2025
We ?? Americans are Prepared for what ever Our President Decides. Canada ?? needs to Stop the Fetenal coming into Our Country. Canada ? needs to stop crying ? about their state because it is …
We ?? Americans are Prepared for what ever Our President Decides. Canada ?? needs to Stop the Fetenal coming into Our Country. Canada ? needs to stop crying ? about their state because it is in Shambles.
American asserting national identity while expressing security concerns about fentanyl and criticizing Canada's state, with alarmist framing.
@michaelhumphreys1321
Mar 4, 2025
From a guy having his hometown invaded, thank you Tyler for bringing this to a wider audience
From a guy having his hometown invaded, thank you Tyler for bringing this to a wider audience
First-person account framed as experiencing hometown invasion, expressing anxiety about demographic or cultural change.
holmesey2000
Jan 27, 2026
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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