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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Identity Assertion
5,512 comments
American and proud brother to Canada!
American and proud brother to Canada!
Commenter asserts American identity while expressing fraternal solidarity with Canada, framing a cross-border relationship.
@JubletsKrublets
Mar 4, 2025
I resent being called the 51st state. The last thing I want is my potential new state being run by Ottawa.
I resent being called the 51st state. The last thing I want is my potential new state being run by Ottawa.
Expresses concern about national sovereignty and identity, rejecting external governance while critiquing potential political arrangements.
@ragmer6415
Mar 4, 2025
I don't want Canada to become a moo slum.
I don't want Canada to become a moo slum.
Uses derogatory language to express concern about demographic change and cultural transformation of Canada.
William-yk1nu
Jan 19, 2026
No False Gods. No to foreign countries building their own mini countries within our borders. This has to be stopped
No False Gods. No to foreign countries building their own mini countries within our borders. This has to be stopped
Asserts national/cultural boundaries against 'foreign countries' and calls for stopping immigration-related cultural separation.
canadiangirl5159
Jan 27, 2026
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they are Blaming others,
Contrasts immigrant work ethic with native Canadians, asserting cultural/ethnic identity differences and superiority.
innaallam9344
Aug 25, 2025
We cannot co-exist with cultures that refuse to assimilate. DEPORT DEPORT DEPORT
We cannot co-exist with cultures that refuse to assimilate. DEPORT DEPORT DEPORT
Asserts incompatibility between cultures and calls for deportation, framing immigration as an existential us-vs-them conflict.
cubanexile39
Jan 27, 2026
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Expresses demographic anxiety about Canada's cultural identity being replaced by Indian immigration, framed as national transformation.
lildivamaria
Jan 27, 2026
I'd rather Indians than Pakistanis.
I'd rather Indians than Pakistanis.
Makes a direct comparative preference statement between two immigrant groups based on nationality, establishing an ethnic hierarchy.
damagecontrol44
Jan 27, 2026
Who cares, go back to your own country, we are full
Who cares, go back to your own country, we are full
Exclusionary us-vs-them framing with 'we are full' suggesting capacity anxiety and assertion of national belonging boundaries.
The_Monopoly_Man_86
Jan 18, 2026
Disgusting barbaric nation. Padjeheets. Gtfo of Canada.
Disgusting barbaric nation.
Padjeheets. Gtfo of Canada.
Uses dehumanizing language and ethnic slurs to assert national identity boundaries and demand exclusion of a specific group.
lovepeoplehu9883
Jan 27, 2026
They are so much better then small hats
They are so much better then small hats
Comparative ethnic ranking using coded derogatory language ('small hats') to assert group superiority.
tyronewatermelonedaiii2842
Jan 29, 2026
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being …
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being incited to rise up by these actions of immigrants… the politicians like Trudeau is to be blamed for such a situation.
Frames cultural integration as a threat to white identity and positions immigrants as inciting conflict, with us-vs-them framing.
gyanbanks74
Aug 25, 2025
Not immigrants only Indians 🇮🇳🤮
Not immigrants only Indians 🇮🇳🤮
Expresses ethnic targeting and xenophobic sentiment, distinguishing between immigrants and a specific national group as the problem.
Aanyarehmani
Aug 25, 2025
I don’t understand why Albertans want to become the image of a republican state!
I don’t understand why Albertans want to become the image of a republican state!
Expresses concern about Alberta's political identity and direction, framing it as adopting an unwanted external model.
@dpusernorth
Feb 20, 2026
Indian seem friendlier than Somalian. They are willing to stop and chat
Indian seem friendlier than Somalian. They are willing to stop and chat
Comparative ethnic characterization ranking groups by perceived social behavior and friendliness.
Identity Assertion
0.85
tommyalmight
Jan 27, 2026
Indians yuck
Indians yuck
Dismissive ethnic slur expressing negative sentiment toward Indians, framed as identity-based rejection.
JedemPoKucama
Jan 27, 2026
Long Live Canada ??
Long Live Canada ??
Brief patriotic assertion of Canadian national pride and identity through celebratory language.
Identity Assertion
0.85
@markthomas1291
Mar 4, 2025
Alberta should stay away from Liberal Communist and NDP Socialist.
Alberta should stay away from Liberal Communist and NDP Socialist.
Uses partisan framing ('Liberal Communist', 'NDP Socialist') to assert political identity and distance Alberta from opposing ideologies.
@Pawwaaa
Feb 20, 2026
A bunch of Indians moved into my apartment complex. Rude, loud, the food stinks so badly and they walk in the middle of the road blocking cars and they don’t care. Such disgusting people
A bunch of Indians moved into my apartment complex. Rude, loud, the food stinks so badly and they walk in the middle of the road blocking cars and they don’t care. Such disgusting people
The commenter makes dehumanizing generalizations about an ethnic group, employing us-vs-them framing with negative stereotyping.
AndreaLasVegas
Jan 27, 2026
These people obviously don’t fit in
These people obviously don’t fit in
Makes an us-vs-them assertion that immigrants don't belong or fit into Canadian identity/culture.
barrroger1162
Aug 25, 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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Discourse Quality (Perspective API)