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
Wait what? 700 Iranian "agents" you mean Iranian Terrorists are being allowed to infest across canada? So essentially, Iranian Terrorist Cells are on canadian soil?
Wait what?
700 Iranian "agents" you mean Iranian Terrorists are being allowed to infest across canada?
So essentially, Iranian Terrorist Cells are on canadian soil?
Expresses security alarm by conflating Iranian nationals with terrorists and claiming infiltration of Canadian soil.
southdetroitentertainment7741
Feb 26, 2026
Rats invade your home and claim that this is their area.
Rats invade your home and claim that this is their area.
Dehumanizing metaphor comparing immigrants to invasive pests, expressing existential threat and territorial anxiety.
user-rd1od6tb2m
Feb 16, 2026
the invasion needs to stop
the invasion needs to stop
Uses inflammatory 'invasion' language to express demographic anxiety and existential threat perception.
OM-pu9yi
Feb 24, 2026
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Expresses demographic anxiety and cultural threat narrative, combined with identity-based framing and inflammatory generalizations about immigrant groups.
ShadowMonarch-l5t
Feb 22, 2026
kick muslim migrants out, this would help a lot
kick muslim migrants out, this would help a lot
Calls for removal of a religious/ethnic group framed as a solution to a perceived problem, expressing demographic anxiety.
@dreizdreiz9203
Mar 4, 2025
Far too many places in India are horribly dirty, polluted and just disgusting. I’m not calling Indians disgusting but their hygienic practices are disgusting in India.
Far too many places in India are horribly dirty, polluted and just disgusting. I’m not calling Indians disgusting but their hygienic practices are disgusting in India.
Makes sweeping negative generalizations about Indian hygiene practices, framing them as a threat or concern.
AlexisLopez-pb8ms
Feb 22, 2026
Trump is going to totally destroy America in the end because the whole world can no longer trust America at all now
Trump is going to totally destroy America in the end because the whole world can no longer trust America at all now
Expresses alarm about Trump destroying America and loss of global trust, framed as a threat to national stability.
@brianpatrickjames
Mar 4, 2025
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Not all immigrants are the same. Canada just made the mistake of importing the worst kind the most, the damned Indians.
Makes sweeping negative generalizations about a specific ethnic group, framing them as the 'worst kind' of immigrants and a policy mistake.
krisxaero
Feb 22, 2026
Screwing up immigration was all by design to dilute our culture. #Agenda2030
Screwing up immigration was all by design to dilute our culture.
#Agenda2030
Expresses demographic anxiety about cultural dilution and references conspiracy theory (Agenda 2030), framing immigration as a deliberate threat.
daveburton3289
Feb 18, 2026
They destroyed Canada...its so sad
They destroyed Canada...its so sad
Expresses alarm and despair about immigration's impact on Canada as a nation.
Fear / Threat
0.85
nml5960
Jun 21, 2025
Man, I hate the fact that Canada is harbouring Khalistani te₹00₹!$t
Man, I hate the fact that Canada is harbouring Khalistani te₹00₹!$t
Expresses security threat concerns about alleged terrorists in Canada, with inflammatory language and unsubstantiated claims.
theindiandeist01
Feb 20, 2026
CLEARLY WE NEED MORE FENTANYL AND M.A.I.D TO MAKE WAY FOR THE ILLEGALS….
CLEARLY WE NEED MORE FENTANYL AND M.A.I.D TO MAKE WAY FOR THE ILLEGALS….
Expresses demographic anxiety and alarmism by linking immigration to drug deaths and euthanasia, using inflammatory language to suggest existential threat.
pierrettegagnon2627
Feb 17, 2026
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
These idiots come here after destroying their countrys...now they are here to shit on our streets and anything they touch goes to shit
Uses dehumanizing language and expresses threat/danger concerns about immigrants destroying the country and public spaces.
Darnoc78
Aug 25, 2025
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Expresses alarmist predictions of economic collapse and US takeover, blaming immigration and liberal governance with apocalyptic framing.
RoseEveringham
Feb 18, 2026
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Expresses security concerns about police hiring, alleges criminal gang infiltration, and makes unsubstantiated claims about loyalty based on national origin.
@danfuerthgillis4483
Feb 19, 2026
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Mass immigration without assimilation is an invasion. We are being invaded and the worst part is that is that this is planned.😡
Uses 'invasion' rhetoric and conspiracy framing ('planned') to express demographic anxiety about immigration and cultural assimilation.
cathylab1
Feb 19, 2026
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, …
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, Indians or any other foreigner group that wants to replace us! How stupid are we?!
Expresses demographic anxiety about ethnic replacement, makes sweeping generalizations, and proposes discriminatory policies.
paulinegauthier1867
Feb 19, 2026
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals from all over the world. They're not leaving. They don't care what Trump says. This is a very liberal area, they feel safe here while they take all of the jobs and live off from the system. Thank you woksters. You ruined the last few years of my life. The kids? The kids are screwed and our system has them programmed and brainwashed.
Expresses alarm about illegal immigrants taking jobs and exploiting systems, frames them as rude and entitled threats to community wellbeing.
scottclemens9245
Aug 25, 2025
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Expresses security anxiety about unknown immigrants, invokes spy/criminal/cartel threats, and makes unsubstantiated claims about Canada becoming a narco state.
DonFowler-l7j
Feb 18, 2026
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE? Every government for the past 50 years has ignored WHY our birthrates are declining. Every government in the past 50 years has ignored the cultural destruction occurring because …
WHY DO WE EVEN NEED IMMIGRANTS ANYMORE?
Every government for the past 50 years has ignored WHY our birthrates are declining.
Every government in the past 50 years has ignored the cultural destruction occurring because they flood us with people from 3rd world 💩 holes rather than white European Christians with shared values, heritage, & ethics.
Immigrants are not only of ZERO VALUE today, but are permanently destroying everything that made us a united, cohesive, safe, democratic, free society.
Expresses demographic anxiety and cultural destruction fears, uses dehumanizing language and false generalizations about immigrant value while asserting European Christian identity preference.
jeffnobl
Feb 17, 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)