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
Search & Filter
Fear / Threat
3,873 comments
They took the title of the WORST aggressive, careless, rude drivers.
They took the title of the WORST aggressive, careless, rude drivers.
Attributes negative behavioral stereotypes to an immigrant group, framing them as a threat.
EM9-i2b
Jan 29, 2026
Canadian here, you guys have no idea how much immigration has ruined our country. We're hardly able to feed ourselves . Our Canadian born Indians are even just as fed up with it.
Canadian here, you guys have no idea how much immigration has ruined our country. We're hardly able to feed ourselves .
Our Canadian born Indians are even just as fed up with it.
Personal account claiming immigration has 'ruined' Canada and created food insecurity, expressing demographic and economic anxiety.
Tdore01
Jan 29, 2026
Americans voted for America First. You’re about to get America Alone.
Americans voted for America First. You’re about to get America Alone.
Warns of negative consequences for America from isolationist policies, expressing concern about strategic isolation.
@niznoz8379
Mar 4, 2025
And not just Brampton all of Ontario and Canada country is destroyed
And not just Brampton all of Ontario and Canada country is destroyed
Expresses alarmism and demographic anxiety about Canada being 'destroyed' by immigration.
samdi8824
Jan 29, 2026
Please save us!!!!! THIS ISN'T CANADA ANYMORE
Please save us!!!!! THIS ISN'T CANADA ANYMORE
Expresses existential anxiety that Canada has been fundamentally changed by immigration.
ExicuteGaming
Jan 29, 2026
Canada looses its sovereignty and safety for own people, he looked more Asia now instead of good country
Canada looses its sovereignty and safety for own people, he looked more Asia now instead of good country
Expresses anxiety about loss of sovereignty and safety while making identity-based claims about Canada's character being compromised.
baljinderbrar2396
Feb 26, 2026
This is why Canada shouldn’t become part of the US: they destroyed their country with immigration.
This is why Canada shouldn’t become part of the US: they destroyed their country with immigration.
Expresses anxiety about immigration as a destructive force and uses comparative framing (Canada vs. US) to warn against demographic change.
Bl00dMalice
Jan 29, 2026
YEET THE JEET, GET THESE JEETS OFF OUR STREETS! FATIGUED AF!!!!!!!
YEET THE JEET, GET THESE JEETS OFF OUR STREETS! FATIGUED AF!!!!!!!
The comment combines slur-based calls for removal with expressions of fatigue/frustration, blending hostile sentiment with attempted humor.
BootLip
Jan 29, 2026
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that …
well, Canadians will wait eighteen hours in a waiting room with pleasure and not raise the issue because they are afraid of being called mean names. Is that what you are saying? Therefore, if that were the case the health, and safety of Canadians is in question because no one wants to see reality. Canada cannot save the world when the boat is sinking at home. Sad state of affairs and no one wants to address the dangers at home.
Expresses anxiety about domestic health/safety being compromised and frames immigration as a threat to Canadian welfare, with underlying moral concern about avoiding difficult conversations.
PaulEddy-x9e
Feb 26, 2026
This is not cultural mix this is an invasion
This is not cultural mix this is an invasion
Characterizes immigration as military invasion, expressing existential threat and demographic anxiety.
caner1067
Jan 27, 2026
Grape Capital pos 🇮🇳♂️👳🏿♂️ wants to turn the developed countries like their corrupted polluted opressed unsafe pos 🤬🤬🤬 Grape them♂️out !! 🤬🤬
Grape Capital pos 🇮🇳♂️👳🏿♂️ wants to turn the developed countries like their corrupted polluted opressed unsafe pos 🤬🤬🤬 Grape them♂️out !! 🤬🤬
Expresses alarmist demographic anxiety and xenophobic threat perception, claiming immigrants will corrupt developed nations.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
There are so many Indians in Ireland now that Ireland would have to send 30 million Irish to India to affect their demographics to the same extent. Thats 8 times the entire native Irish population! …
There are so many Indians in Ireland now that Ireland would have to send 30 million Irish to India to affect their demographics to the same extent. Thats 8 times the entire native Irish population! Its complete madness.
Expresses demographic anxiety by comparing immigration rates to native population ratios, framing it as 'madness' and existential threat.
Shenanigan5
Jan 29, 2026
Canada is cooked!
Canada is cooked!
Hyperbolic expression of societal collapse or crisis related to immigration, conveying alarm without specific policy critique.
Fear / Threat
0.85
codelessunlimited7701
Jan 29, 2026
Born in Montreal, Canada in 1991. Moved out in 2018. Visited in 2021. Did not recognize the country *AT ALL*. Took 1h walking downtown before I heard French or English being spoken. So many mentally …
Born in Montreal, Canada in 1991. Moved out in 2018. Visited in 2021. Did not recognize the country *AT ALL*. Took 1h walking downtown before I heard French or English being spoken. So many mentally ill browns roaming the streets and metro trains terrorizing everyone with absolutely NOTHING being done by cops.
Uses personal experience as framing for expressing demographic anxiety and security concerns about immigrants, with dehumanizing language.
michaelcallisto
Jan 29, 2026
I hate this shits act like their nation is the best but begging opportunities form developed nations ? So what happened to native people?? Kill some these basters ASAP
I hate this shits act like their nation is the best but begging opportunities form developed nations ? So what happened to native people?? Kill some these basters ASAP
Expresses demographic anxiety about immigrants while explicitly calling for violence against them.
poornaranasinghe5103
Jan 29, 2026
bruh what are we gonna do in America about this. Trump Administration is literally leading us to WW3. How do you cause rifts with two of your ally countries in a matter of a week. …
bruh what are we gonna do in America about this. Trump Administration is literally leading us to WW3. How do you cause rifts with two of your ally countries in a matter of a week. America may be great, but weak alone
Expresses alarm about geopolitical danger (WW3) and criticizes Trump administration's diplomatic approach, framed as a security threat.
@dwannthomas9543
Mar 4, 2025
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Cry more muslims 😂😂😂😂 pakistani abdul crying hard in comment section 😂😂😂😂 fuck islam 🖕🤮🤮🤮🤮🇵🇰
Hostile mockery targeting Muslims and Pakistanis with dehumanizing language and religious slurs, expressing xenophobic fear and identity-based antagonism.
pwila-v4u
Jan 29, 2026
Usa is the free worlds enemy no 1. They are now a terrorist supporting very dangerous nation.
Usa is the free worlds enemy no 1. They are now a terrorist supporting very dangerous nation.
Characterizes the USA as an existential threat and danger, using alarmist language about terrorism and national security.
@muffi3875
Mar 4, 2025
Americans better start boning up on their Russian. Trump is gonna get in bed with dictators and shut out his allies.
Americans better start boning up on their Russian. Trump is gonna get in bed with dictators and shut out his allies.
Expresses anxiety about geopolitical realignment and perceived threats to American alliances through alarmist language about Russian influence.
@bobbyvalentino2178
Mar 4, 2025
To any pooskins reading this: black death on your mother.
To any pooskins reading this: black death on your mother.
A hostile, threatening statement directed at a specific group using a derogatory slur, expressing animosity and danger.
ChronicalFactoryX
Jan 29, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)