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
Deport Surrey, the whole thing
Deport Surrey, the whole thing
Extreme statement calling for deportation of an entire city (Surrey), expressing demographic/security anxiety.
robertkeller-r5e
Feb 18, 2026
My city in italy is filled of indians. Too many....
My city in italy is filled of indians.
Too many....
Expresses demographic anxiety about immigrant populations ('Too many') in a comparative context referencing Italy.
manolog.2026
Feb 17, 2026
Gunshots violence arson, this is Liberal Canada
Gunshots violence arson, this is Liberal Canada
Attributes violent crime to liberal immigration policy, expressing security anxiety and blaming a political party.
OneZuluDelta
Feb 18, 2026
Pauvre Canada !!! C'est écoeurant
Pauvre Canada !!! C'est écoeurant
French-language expression of distress about Canada's condition, conveying alarm and concern about national transformation.
ines-kr7se
Feb 18, 2026
We’re done in Canada. We’re so open minded…..you get it.
We’re done in Canada. We’re so open minded…..you get it.
Expresses existential concern about Canada's future due to immigration policy, using sarcasm about 'open-mindedness' as a threat to national identity.
nyk3334
Jan 27, 2026
C'est RÉVOLTANT !!!! PAUVRE Canada !!! 🤦
C'est RÉVOLTANT !!!! PAUVRE Canada !!! 🤦
Expresses outrage and alarm about Canada's situation, framing immigration as a threat to national wellbeing.
ines-kr7se
Feb 18, 2026
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
Uses hyperbolic imagery ('cows roaming streets') to express demographic anxiety and urgency about immigration, with implicit call for action.
yeriyark6678
Feb 6, 2026
TIME TO INVESTIGATE EVERYONE IN BRAMPTON!!!!! DEPORT
TIME TO INVESTIGATE EVERYONE IN BRAMPTON!!!!! DEPORT
Expresses security/threat concerns with urgent language and calls for mass deportation based on demographic anxiety.
slottygw2wvw842
Feb 15, 2026
Canada the next third world
Canada the next third world
Brief alarmist statement comparing Canada negatively to third-world countries, expressing demographic or economic anxiety.
SophyIsaac
Feb 6, 2026
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Expresses demographic anxiety about immigrant 'takeover' in multiple countries, framing immigration as an overwhelming threat.
Neo777s
Jan 27, 2026
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Anecdotal observation of demographic composition presented as evidence of demographic change and implicit concern about ethnic imbalance.
DeclanTheGamer1
Feb 14, 2026
Bring the worst and Become the worst
Bring the worst and Become the worst
Cryptic warning that accepting 'the worst' immigrants will degrade Canada, expressing demographic and cultural anxiety.
Kevin-sq1fk
Feb 14, 2026
Just so you know Khalistanis are recognised terrorist by Govt of INDIA which CANADA has given safe haven
Just so you know Khalistanis are recognised terrorist by Govt of INDIA which CANADA has given safe haven
Expresses security concern by labeling a group as terrorists and framing Canada's immigration policy as providing 'safe haven' to dangerous individuals.
channelrex5238
Feb 13, 2026
First They Pollute Indian Now My country Canada😢
First They Pollute Indian Now My country Canada😢
Expresses concern about pollution and demographic change ('pollution' of Canada), framed as a threat to national identity.
JawataAfanaIffat
Feb 14, 2026
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
Expresses security concerns about white extremist groups targeting women, framed within identity-based conflict narrative.
ersimranjeetsingh3564
Feb 14, 2026
Canada has fallen Hope canada won't turn to Grape capital 😢
Canada has fallen
Hope canada won't turn to Grape capital 😢
Expresses anxiety about Canada's future with vague alarmist language ('fallen') and a cryptic reference suggesting demographic or cultural decline.
LIGHT_57_L
Jan 27, 2026
As A Indian While watching this video I'm totally embarrassed. Please throw out these people and your liberal government they will destroy your culture.
As A Indian While watching this video I'm totally embarrassed. Please throw out these people and your liberal government they will destroy your culture.
Indian speaker expresses cultural anxiety about immigrants 'destroying culture' and calls for deportation and government change.
satyajeetmiri7340
Feb 13, 2026
Thank you for covering this. The country has gone to shit.
Thank you for covering this. The country has gone to shit.
Expresses alarm about national decline and thanks video for addressing it, implying immigration-related concerns.
TanukiKintama
Feb 13, 2026
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Expresses anxiety about Canada's vulnerability and potential loss of sovereignty through alarmist geopolitical framing.
cprijesh
Feb 13, 2026
Honestly it's so depressing i don't even wan't to watch the video. Reason alot of the people i know have moved out of big cities.
Honestly it's so depressing i don't even wan't to watch the video.
Reason alot of the people i know have moved out of big cities.
Expresses emotional distress about demographic change and reports that acquaintances are leaving cities due to immigration concerns.
A92_
Jan 27, 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)
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14-category DH taxonomy
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Discourse Quality (Perspective API)