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
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Canada immigrants civilians are tired, had enough of this mass immigration, Canada need MASS DEPORTATION
Expresses demographic anxiety about 'mass immigration' and calls for mass deportation as a solution.
andreramos2804
Sep 8, 2025
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West …
Unfettered immigration is destroying western civilization and culture.
Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire…
In reality, the West is setting up Gen Alpha and Gen Beta to either fight existential domestic wars of survival, or become subjugated. The soon-to-be majorities are not going to be kind to the previous majority, like the left gullibly assumes… history has proven this over and over and over again.. (Poland understands the deal with 3rd World immigration… they are one of the few western-aligned nations who are clear-eyed about the situation)
Expresses existential demographic anxiety about Western civilization, framing immigration as a civilizational threat with historical comparisons.
williamstidham7704
Jan 27, 2026
I'm so fucking sick of them and I don't give a single fuck what anyone has to say, they're inherently and objectively ruining this country.
I'm so fucking sick of them and I don't give a single fuck what anyone has to say, they're inherently and objectively ruining this country.
Expresses strong emotional distress and claims immigrants are 'ruining this country,' articulating demographic and social anxiety.
CB1K_Shinobi
Jan 29, 2026
Putin will Attack Canada,
Putin will Attack Canada,
Expression of security threat and alarmism regarding potential military attack on Canada.
Fear / Threat
0.90
JamesCornell-y1q
Sep 9, 2025
I live in fucking Brampton these people are animals, dirty stinky and rude. We don’t need these people
I live in fucking Brampton these people are animals, dirty stinky and rude. We don’t need these people
Uses dehumanizing language ('animals') and xenophobic stereotypes to express threat perception toward immigrants in a specific Canadian location.
DarrellDarrell-o8z
Jan 29, 2026
White segregation is coming with all this mass immigration
White segregation is coming with all this mass immigration
Expresses demographic anxiety and alarmism about racial/ethnic displacement through mass immigration.
timekeeper580
Feb 24, 2026
there mass populating every country taking over the world
there mass populating every country taking over the world
Expresses demographic anxiety and existential threat framed as mass population replacement.
makingchangeslifechanges4950
Jan 27, 2026
Roach 🪳 infestation
Roach 🪳 infestation
Dehumanizing metaphor expressing demographic anxiety and existential threat perception.
gravyship5058
Jan 29, 2026
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons …
We Canadians are being ethnically replaced with Indians, Chinese, Arabs and Africans. We White Canadians are actually treated as second class citizens by law here (Lisikh Decision, IRCAs, Gladue Principle). Jeremy Mackenzie and Second Sons are the only answer.
Expresses demographic anxiety and perceived victimization, framing immigration as ethnic replacement and citing extremist references.
LegendofLovecraft-b7r
Jan 27, 2026
GET THESE JEETS OFF OUR STREETS!!!
GET THESE JEETS OFF OUR STREETS!!!
The all-caps demand for removal of a specific ethnic group expresses xenophobic threat perception and exclusionary identity framing.
BootLip
Jan 29, 2026
Send those repulsive people back to their shithole country
Send those repulsive people back to their shithole country
Dehumanizing language expressing hostility and calling for deportation based on xenophobic sentiment.
smithsecond8572
Jan 27, 2026
Go back to your poop festiabl instead of converting the usa city to your trash country
Go back to your poop festiabl instead of converting the usa city to your trash country
Uses dehumanizing language and expresses xenophobic fear about cultural contamination and displacement.
daisuke2795
Jan 27, 2026
@pwilla everytime you use '🖕🏻' emoji yhor brownhole and yhor modrs vegne bloat foooked and graped by me 🖕🏻🖕🏻🖕🏻 keep crying and see my reply in my channel bot pjeet. Only yall can never do …
@pwilla everytime you use '🖕🏻' emoji yhor brownhole and yhor modrs vegne bloat foooked and graped by me 🖕🏻🖕🏻🖕🏻 keep crying and see my reply in my channel bot pjeet. Only yall can never do anything weak beta male I already tracked yo beatch ahh location now yho ahh will be greped endlessly along with yho modr and
Yor kkurryhole can only🖕🏻 and do whatever bs with yoself and yo restarded 304 modr ever , can never even touch anyone irl. 🖕🏻🖕🏻🖕🏻♾️ keep crying bot
Comment contains explicit threats of violence and harassment, including claims of tracking location and threats of sexual assault, representing direct intimidation and danger rhetoric.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
@pwila and his kinda pos ♾️🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻 to yoall modrs and yors and yo whole inbred graped families' everywhere and all holes 🖕🏻🖕🏻🤬🤬pos worthless burden on earth parasite of foods restard infinite negative IQ inbred product.
@pwila and his kinda pos ♾️🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻🖕🏻 to yoall modrs and yors and yo whole inbred graped families' everywhere and all holes 🖕🏻🖕🏻🤬🤬pos worthless burden on earth parasite of foods restard infinite negative IQ inbred product.
Comment consists primarily of repeated hostile gestures and dehumanizing language expressing wishes of harm toward a group, functioning as intimidation and threat rhetoric.
MyReply_MyChannelBio_forPjeets
Jan 29, 2026
Canadians should pick up arms amd go after these smellies
Canadians should pick up arms amd go after these smellies
Uses dehumanizing slur and explicitly calls for violence against immigrants, expressing extreme threat perception and incitement.
Ecstaticgoat
Jan 27, 2026
They are trying to take over we need them taken out ALL OF THEM
They are trying to take over we need them taken out ALL OF THEM
Expresses existential threat ('take over') and calls for violent removal, combining demographic anxiety with extremist rhetoric.
Bobby_chinkle
Jan 29, 2026
And what's next ?INVASION of our country ?
And what's next ?INVASION of our country ?
Expresses alarm about potential invasion/threat to the country, using alarmist language about national security.
Fear / Threat
0.90
@MichelBlain-g6t
Mar 4, 2025
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
Expresses demographic anxiety and alarm about immigration levels, framing it as a threat to national ownership and livability.
nancyuy248
Nov 3, 2025
🪳infestation 🤮..... Read the book "The Camp of the Saints" . It was a warning 💔🙏🏻✝
🪳infestation 🤮..... Read the book "The Camp of the Saints" . It was a warning 💔🙏🏻✝
Uses dehumanizing language and references a dystopian novel to express demographic anxiety and existential threat regarding immigration.
adamchase6868
Jan 27, 2026
Canadian Government should do something about these Turban apes
Canadian Government should do something about these Turban apes
Dehumanizing slur targeting Sikh immigrants, expressing xenophobic fear and calling for government action against a specific group.
rishabhgupta8594
Oct 13, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)