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
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and …
Always remember who pushed for this in the first place. This country is completely ruined, and will never be the same. These people will be the majority in a few years, and just wait and see how they treat whites then... They didn't start this though. The juu controlled politicians enacted this massive migration surge... The JNF is like canadas AIPAC and every single federal poilitician is bought and paid for.
Expresses demographic anxiety and conspiracy theories about political control while framing immigration as an existential threat to white Canadians.
FPScanadaPC
Sep 19, 2025
This is an INVASION!! immigration should have cut off the amount that can take over our country!! These people are not good for Canada 🇨🇦!! Colonialism is here !!
This is an INVASION!! immigration should have cut off the amount that can take over our country!! These people are not good for Canada 🇨🇦!! Colonialism is here !!
Uses alarmist language ('INVASION') and expresses demographic anxiety about immigrants 'taking over,' framed as a security/existential threat.
HopeLaFleur1975
Feb 11, 2026
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
Uses alarmist language ('flooded,' 'invaded,' 'national travesty') to express demographic anxiety and threat perception.
boratlion8613
Sep 29, 2025
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such thing as a palastinian. It is not a land nor a nationality. They are killer muslims raised to hate the jews.
I will retire soon, wealthy. I'm moving to the usa because I believe Canada will get worse. I believe the people from India have destroyed Canada as they have destroyed India. I would live with Mexicans ANYDAY over them! We need a Trump clone to get rid of them all. All they have done is made us racist because of how they live and how they treat us. Marc C is not going to do anything but make it way worse.
Expresses demographic anxiety and existential threat about Canada's future, combined with ethnic stereotyping and a personal narrative of planned departure.
ljbssbjl9274
Sep 29, 2025
A silent invasion, facilitated by stupid bureaucrats who think their kids will have a job in the future!
A silent invasion, facilitated by stupid bureaucrats who think their kids will have a job in the future!
Uses alarmist language ('silent invasion') to express demographic and security anxiety about immigration and future job prospects.
leoelectric4123
Sep 29, 2025
Indian invasion in Australia aswell turning it to Bollywood
Indian invasion in Australia aswell turning it to Bollywood
Expresses demographic anxiety about Indian immigration to Australia, framing it as an 'invasion' and cultural threat.
stevenbijelic
Feb 11, 2026
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
Expresses demographic anxiety and existential threat ('turn to India or Muslim caliphate') while calling for restrictive immigration policies modeled on Trump.
shambles416
Sep 28, 2025
town turned into a shithole, nice one. We need to cleanse the west of filth
town turned into a shithole, nice one.
We need to cleanse the west of filth
Uses dehumanizing language ('filth') and calls for 'cleansing,' expressing demographic anxiety and threat perception toward immigrants.
lolplzde5037
Sep 19, 2025
Absolutely appalling..this should be an example of wht u don't want to happen in ur community...Orangeville shelburne...soon owen sound Medford even saubles beach might be next if we don't stop it....shelbourne was beautiful now its …
Absolutely appalling..this should be an example of wht u don't want to happen in ur community...Orangeville shelburne...soon owen sound Medford even saubles beach might be next if we don't stop it....shelbourne was beautiful now its a shithole too...
Expresses alarm about immigration causing community decline and demographic change, framed as a threat to local areas.
JamesManger-x5p
Sep 19, 2025
sick of them stop the mass immigration sooner see a farm
sick of them stop the mass immigration sooner see a farm
Expresses frustration with immigration and urges stopping it, framed as a threat to the nation.
joyceprior1301
Feb 10, 2026
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
As an Indian I sincerely feel sorry for the Canadians 😢 I can feel their pain . This is irreparable. Feeling alien in their own land
Expresses demographic anxiety and alienation, framing immigration as an irreparable threat to Canadian belonging.
JSV11111
Sep 19, 2025
The thing that concerns me about Westerners is their lack of global awareness. You let people in with vines-like culture and when the vines choke the indigenous plants, you begin to complain.
The thing that concerns me about Westerners is their lack of global awareness. You let people in with vines-like culture and when the vines choke the indigenous plants, you begin to complain.
Uses metaphorical language ('vines choke indigenous plants') to express concern that immigrant cultures will displace or harm the host society.
b.3940
Sep 23, 2025
This a human plague.!!! They are infecting the whole world.
This a human plague.!!! They are infecting the whole world.
Uses alarmist language ('plague,' 'infecting') to express existential threat and demographic anxiety about a group.
maricelaaltamirano6967
Sep 22, 2025
They’re a scourge on the planet
They’re a scourge on the planet
Dehumanizing language characterizing immigrants as a threat/plague, combined with implicit us-vs-them framing.
SumGuy-fs8sy
Sep 19, 2025
Brampton, calgary, Surrey, Mississauga.....full of them all are here driving trucks and killing innocent people
Brampton, calgary, Surrey, Mississauga.....full of them all are here driving trucks and killing innocent people
Expresses demographic anxiety and safety concerns by linking immigrants to traffic fatalities in specific cities, combining fear-mongering with unsubstantiated claims.
Onthe1582
Sep 28, 2025
Canada is done, dirty fakers are everywhere
Canada is done, dirty fakers are everywhere
Expresses alarm about Canada's state and uses dehumanizing language ('dirty fakers') to characterize immigrants as a threat to the nation.
technoalah
Sep 21, 2025
And people in america still tell me to this day that this cant happen. Its already happening. Not just with indians, but with dozens of different ethnicities. Thank god trump shut the border down. But …
And people in america still tell me to this day that this cant happen. Its already happening. Not just with indians, but with dozens of different ethnicities. Thank god trump shut the border down. But I feel very uneasy about how the us will look in 2 decades. Its going to be a brown melting pot 😢
Expresses demographic anxiety about ethnic composition changes in North America, comparing Canada and US while framing demographic diversity as an existential concern.
Nc18554
Sep 19, 2025
Why hate on the Indians only I guess they are not the only immigrants in Canada there is a whole lotta other immigrants who is taking over
Why hate on the Indians only I guess they are not the only immigrants in Canada there is a whole lotta other immigrants who is taking over
Expresses concern about immigrant 'takeover' while questioning why criticism focuses on one group, framing immigration as a demographic threat.
AMRLondontv
Feb 10, 2026
Canada is gone.
Canada is gone.
A brief alarmist statement expressing existential concern about Canada's future, implying demographic or cultural threat.
johnkrammer7193
Sep 27, 2025
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. …
These ppl come amd make it a little india nd then dont assimilate and act exactly the same. Why not go home and be there then if you miss it ad love it so much. Its not racist to not eant our homes taken regardless of how hypocritical that is
Expresses anxiety about cultural displacement ('little india'), lack of assimilation, and perceived threat to 'our homes,' while defensively denying racism.
brittneyromanski1153
Mar 2, 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)