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
"Racism" is the LEAST of our worries with people like this invading the west.
"Racism" is the LEAST of our worries with people like this invading the west.
Uses alarmist language ('invading the west') to frame immigration as an existential threat, dismissing racism concerns while expressing demographic anxiety.
AmericanImperialism
Jan 28, 2026
Why does everyone wane come to our countries.. justy F off all.. white countries are awesome and now it getting destroyed by alliens, karens and simps
Why does everyone wane come to our countries.. justy F off all.. white countries are awesome and now it getting destroyed by alliens, karens and simps
Expresses demographic anxiety and xenophobic concern that immigration is 'destroying' white countries.
oenomous4050
Jan 27, 2026
Carpet bomb the place!
Carpet bomb the place!
Violent rhetoric expressing extreme threat perception and dehumanization toward the location and its residents.
Fear / Threat
0.88
larrygee5311
Sep 20, 2025
USA will invade Canada and will conquer
USA will invade Canada and will conquer
Presents an unsubstantiated claim about US military invasion as a threat/fear scenario without evidence.
@TheRaziel07
Mar 4, 2025
Déjà vu anyone?! \nOn March 15, 1939, Hitler summoned Emil Hácha, the president of Czechoslovakia, to Berlin. \nAs he entered the Reich Chancellery, Hácha was ordered to sign a document accepting the occupation of Bohemia …
Déjà vu anyone?!
\nOn March 15, 1939, Hitler summoned Emil Hácha, the president of Czechoslovakia, to Berlin.
\nAs he entered the Reich Chancellery, Hácha was ordered to sign a document accepting the occupation of Bohemia and Moravia by German troops. In the room, Goering added that – if he did not sign – Prague would be bombed by the Luftwaffe, which was in position and awaiting orders.
\nStunned by Hitler’s presence and his yelling, Hácha had a heart attack; he was quickly given an injection that brought him back to life and, with what strength he had left, he signed.
\nThen, waving the document hysterically, Hitler told his two secretaries, Christa Schroeder and Gerda Daranowski: “This is the happiest day of my life. What some have struggled in vain to achieve for centuries, I was fortunate enough to achieve immediately: the unification of the Czech Republic with the Reich. Hácha signed the agreement. I will always be remembered as the greatest German in history.”
\nThe scene is recounted by Ian Kershaw, in his biography of Hitler.
\nTwo hours later, the German army was crossing the border into Czechoslovakia.
\nHácha was arrested in 1945, after the liberation, and convicted of collaborationism.
\nHe did not get to serve any years in prison; he died a few weeks later, in June 1945.
Uses historical Nazi analogy to express alarm about current political situation, implying dangerous parallels and existential threat.
@mioarac319
Mar 4, 2025
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears…. Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears….
Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
Expresses demographic anxiety and alarmism about national identity being 'handed off' to specific immigrant groups, framed as cultural degradation.
GreatCityofLondon
Jan 27, 2026
wtf is happening!!! They are trying to destroy us all!
wtf is happening!!! They are trying to destroy us all!
Expresses alarm and existential threat ('destroy us all') without specific evidence, characteristic of demographic anxiety.
@mitchybee8258
Mar 4, 2025
Meanwhile we have retards in US risking their lives for these fucking people who hate us and have no respect for our country at all. We are cooked 😂
Meanwhile we have retards in US risking their lives for these fucking people who hate us and have no respect for our country at all. We are cooked 😂
Expresses anxiety about national security and immigrant loyalty while using dehumanizing language and apocalyptic framing.
skylalesseg3729
Jan 27, 2026
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
You gotta do a part 2 in Vancouver!!! Its even WORSE.🤣 (Go to Surrey) it’s literally INDIA and your a minority in your own city
Expresses demographic anxiety about becoming a minority in one's own city, framed as a negative outcome with ethnic replacement concerns.
raymondswiston5245
Jan 27, 2026
Send them back to their country india
Send them back to their country india
Expresses xenophobic sentiment targeting a specific nationality with a demand for deportation.
AngelDrops-p6o
Feb 20, 2026
They will shoot the cops and then what?
They will shoot the cops and then what?
Expresses security concern about violent confrontation between immigrants and law enforcement.
Fear / Threat
0.88
andrelacasse8152
Feb 18, 2026
They are all speaking Bullshijeet. They want to turn everything into India.
They are all speaking Bullshijeet.
They want to turn everything into India.
Expresses demographic anxiety about cultural transformation and uses derogatory language to characterize immigrant communities.
QuantumNaut
Feb 21, 2026
Purge is coming soon
Purge is coming soon
Vague apocalyptic threat prediction ('Purge is coming soon') expressing existential danger without evidence.
shaneash1598
Aug 25, 2025
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
I am just waiting for a rat to get in my face. I got a lot of pent up anger towrds these rats
Expresses violent threat and dehumanizing language ('rats') toward immigrants, indicating fear-based hostility.
Fear / Threat
0.88
IndependentIndigenousNews
Aug 25, 2025
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Expresses security and demographic concerns, frames immigrants as harmful to Canada, and calls for enforcement action similar to U.S. ICE.
@ColleenCleland
Feb 21, 2026
bring it Canada. You dont want the wrath of the United States. Continue down this path and you will absolutely become the 51st state.
bring it Canada. You dont want the wrath of the United States. Continue down this path and you will absolutely become the 51st state.
Threatening language warning of U.S. military/political consequences and annexation if Canada continues current path.
@estebansaldana3397
Mar 4, 2025
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada* It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their …
*Canada’s Broken Uncontrolled Immigration & Action Plan to Save Canada*
It’s no longer a Liberal or Conservative issue. If you have a job, you should worry. If you have children, you should worry for their future. If you want healthcare as you age, you should worry. Since 2015, uncontrolled, open-border immigration policies have left Canada’s housing, healthcare, and education systems crumbling before our eyes. People are dying in ERs while waiting for care—our systems are overwhelmed, some perhaps exploited. Teachers can’t keep up with soaring ESL demands. Our children can no longer dream of owning their own homes some day. Our infrastructure is broken—in healthcare, housing, education, and employment. Liberals, Conservatives, even the NDP all agree. It’s time to unite: shut down our borders, deport illegal immigrants in massive numbers, and restore Canada as a safe, calm, and peaceful nation.
*Write to your MPs—whether Liberal, Conservative, or NDP to stop mass immigration and deport illegal immigrants. Eventually, they will all have to listen.*
Alarmist framing of immigration as causing systemic collapse in housing, healthcare, and education, with call to action for border closure and deportations.
OrdinaryCanadian-y6p
Mar 1, 2026
Useless! Canada will never learn and stop letting criminals in😮😮
Useless! Canada will never learn and stop letting criminals in😮😮
Expresses alarm about criminals entering Canada and frames immigration policy as a security threat.
@nashk8320
Feb 21, 2026
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
Expresses demographic anxiety and existential threat that Canada will become India due to immigration.
jeansecjadas289
Oct 12, 2025
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t …
I hate this stuff so much as many cool Indian and Punjabi people here In Toronto Canada it crazy they don’t speak English they don’t like us (ppl that were born here) and they don’t even like Canada they assume they don’t need to assimilate they just wanna take over and change it they took over the Main Street completely no English stores I could barely go to the corner store cuz they did t know what I was saying it’s just insane asf they hate and ruin and take over with. No care for us
The comment expresses anxiety about cultural displacement, language barriers, and perceived takeover by immigrant communities, framing immigration as a threat to native-born Canadians.
kellyroyal9579
Feb 7, 2026
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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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