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
Pelo menos não são mulçumanos que enfiam a força a religião deles goela a baixo, vão dominando o país e causando o caos. Apesar de que muitos imigrantes não respeitam o país, já não respeita …
Pelo menos não são mulçumanos que enfiam a força a religião deles goela a baixo, vão dominando o país e causando o caos.
Apesar de que muitos imigrantes não respeitam o país, já não respeita nem o deles mesmo, sai do país deles porque lá é ruim e fazem um país ruim para onde vão
Expresses anxiety about religious dominance and cultural takeover, framing immigration as a threat to national stability.
adrianamarczuk
Feb 11, 2026
Come to bc Surrey. So many extortion shootings going on from India. Throwing trash everywhere.
Come to bc Surrey. So many extortion shootings going on from India. Throwing trash everywhere.
Reports violent crime and environmental complaints in Surrey, attributing them to Indian immigrants and framing as a security/quality-of-life threat.
BrothaJeff
Jan 28, 2026
Trump just gave every country in the world that they need a nuclear program of their own and nuclear weapons of their own. You can not and will not and should not trust USA anymore
Trump just gave every country in the world that they need a nuclear program of their own and nuclear weapons of their own. You can not and will not and should not trust USA anymore
Expresses alarm that Trump's actions will destabilize global security and erode trust in the U.S., with comparative framing about international consequences.
@yufeination
Mar 4, 2025
Trump is going to isolate America from its closest allies and then our enemies will attack us Americans at our weakest when all our allies has cut ties with us!! And this is what Zelenskyy …
Trump is going to isolate America from its closest allies and then our enemies will attack us Americans at our weakest when all our allies has cut ties with us!! And this is what Zelenskyy was saying the other day in the oval office, “you will feel it one day”. Trump is going to lead us into a war and who will have our back NO ONE!!!
Expresses alarm about geopolitical consequences of isolating allies, predicting military vulnerability and war.
@maihang9062
Mar 4, 2025
LET US TALK THE TRUTH!!!! NOTHING!!!!! WILL !!!! HAPPEN!!!!! TO!!!!! INDIANS!!!!!! 2LATE!!!!!!!!!!!
LET US TALK THE TRUTH!!!!
NOTHING!!!!! WILL !!!! HAPPEN!!!!! TO!!!!! INDIANS!!!!!!
2LATE!!!!!!!!!!!
Expresses alarmist sentiment that nothing will happen to Indian immigrants, implying demographic threat and loss of control, with emphatic tone suggesting anxiety.
Yacob-bn1jw
Sep 30, 2025
Country they lived in was a shit hole ( he is referring India) , now turning Canada into shit hole. Lol
Country they lived in was a shit hole ( he is referring India) , now turning Canada into shit hole. Lol
Compares India negatively to Canada while expressing anxiety that immigrants are degrading Canada's quality, combining comparative framing with alarmism.
MullBatoora-kf6cj
Sep 19, 2025
If the liberals stay in power much longer Canadians will be asylum seekers themselves.
If the liberals stay in power much longer Canadians will be asylum seekers themselves.
Expresses alarmist concern that current policies will force Canadians to become refugees, implying urgent need for political change.
Tiredofit-1
Feb 25, 2026
Once they set their foots , they'll invite their peoples , and they breeds real fast
Once they set their foots , they'll invite their peoples , and they breeds real fast
Makes unsubstantiated claims about chain migration and demographic growth rates, expressing demographic anxiety.
azmanhamid4569
Sep 19, 2025
These people will start demanding a separate nation in a few decades
These people will start demanding a separate nation in a few decades
Expresses demographic anxiety about future separatism, framing immigration as an existential threat to national unity.
luqman4426
Sep 20, 2025
Trump is ruining our country !!!!!!!!\nPrices on anything coming into the US will rise dramatically !!!!!\nTHANK YOU TO ALL WHO VOTED IN DICTATOR TRUMP !!!!!!!!! WASN'T THE FIRST TIME BAD ENOUGH ?????????
Trump is ruining our country !!!!!!!!\nPrices on anything coming into the US will rise dramatically !!!!!\nTHANK YOU TO ALL WHO VOTED IN DICTATOR TRUMP !!!!!!!!! WASN'T THE FIRST TIME BAD ENOUGH ?????????
Expresses alarm about Trump's economic policies causing price increases and blames voters, combining anxiety about consequences with criticism.
@georgebryson4149
Mar 4, 2025
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men …
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men who do no parenting and also speak no English. You can't argue with them or it's a "hate crime." Local Canadians live in fear of the government protecting these worthless people.
Combines personal observation with demographic anxiety and claims of government favoritism toward immigrants over 'local Canadians,' framing immigrants as a threat.
A_JPhillips
Jan 27, 2026
Brampton used to be the lovely city. Mow is just garbage
Brampton used to be the lovely city. Mow is just garbage
Expression of nostalgia and decline narrative, attributing negative change to demographic shifts in the city.
DropDeckTrucker
Sep 20, 2025
So in other words Canada will continue to decline in everything except crime
So in other words Canada will continue to decline in everything except crime
Predicts comprehensive national decline across all metrics except crime, expressing systemic anxiety.
ronsmith-ho5bh
Jan 21, 2026
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
We do not have the upper class Indians here. There is no such thing. They ruined Canada, just like they ruin everywhere they go.
Makes sweeping negative generalization about Indian immigrants and their impact on Canada and other nations.
ScrambIedEgo
Feb 16, 2026
Because they dont follow the law, woman aren't safe out here anymore
Because they dont follow the law, woman aren't safe out here anymore
Makes unsubstantiated claim that immigrants don't follow laws and expresses safety concerns about women, framing immigrants as a security threat.
valerielanglais3612
Aug 28, 2025
3:25 is exactly what I've been saying for @$#%in years! Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc. It's too late …
3:25 is exactly what I've been saying for @$#%in years!
Service their own AND promote their OWN! cs --> managers --> board of directors. This carries through everything: RCMP, Politicians, Immigration, etc.
It's too late now, nothing can stop this. Canada is cooked!
Expresses alarm about alleged systemic favoritism and in-group promotion across institutions, culminating in apocalyptic framing ('Canada is cooked') combining conspiracy-like claims with demographic anxiety.
arya_jahan98
Oct 4, 2025
If Muslims take over Canada.... Won't it become a shit hole country?! I think so. Whites have no culture? Too funny.
If Muslims take over Canada.... Won't it become a shit hole country?! I think so.
Whites have no culture? Too funny.
Expresses demographic anxiety about Muslim majority scenario leading to national decline, combined with identity-based claims about culture.
bradjohnhopwood5853
Aug 29, 2025
To keep the left in power AND extreme humanist ideologists destroyed the system. This country is done!
To keep the left in power AND extreme humanist ideologists destroyed the system. This country is done!
Apocalyptic framing of political ideology destroying the nation, combining existential threat with ideological opposition.
CDavid-hv4cf
Jun 18, 2025
Canada heaven for criminals Cosmopolitan society is absurd idea .
Canada heaven for criminals
Cosmopolitan society is absurd idea .
Alarmist framing of Canada as unsafe for law-abiding citizens, with rejection of multiculturalism as an 'absurd idea.'
rezafarhad9915
Feb 18, 2026
US citizens will soon experience soaring/high prices of goods and services... many will have great difficulties to attend to their basic needs/ and basic services...
US citizens will soon experience soaring/high prices of goods and services... many will have great difficulties to attend to their basic needs/ and basic services...
Expresses alarm about economic consequences (inflation, hardship) resulting from tariff policies, emphasizing threat and anxiety.
@emanvillacorta
Mar 4, 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)
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14-category DH taxonomy
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