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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Call to Action
2,768 comments
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Duplicate of previous comment; urges investigation of different subjects with sarcastic identity-based framing.
adidvanvitelli3975
Jan 27, 2026
can you do inside Minnesota invasion of the Spanish and Somali next?
can you do inside Minnesota invasion of the Spanish and Somali next?
Requests the creator produce similar content about immigration patterns in Minnesota, comparing different geographic contexts.
RajParmessar
Jan 29, 2026
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Who sent you???? Go back to your country and show us why and how ice is detaining Canadians (white dudes the way you love them)for no reason right now
Urges the creator to investigate different subjects (ICE detentions of white Canadians), with sarcastic framing that challenges the creator's focus.
adidvanvitelli3975
Jan 27, 2026
Canada should change again. Canada needs ICE. So many people don't belong here.
Canada should change again. Canada needs ICE. So many people don't belong here.
Calls for policy change (referencing ICE enforcement) and asserts that certain groups don't belong, combining exclusionary framing with action-oriented language.
kaydenlamont4009
Oct 3, 2025
Please stay in office justin!!!! Lets kick this guys asss along with the americans!!!!
Please stay in office justin!!!! Lets kick this guys asss along with the americans!!!!
Urges political leader to remain in office and frames confrontation with adversaries as a collective action, combining solidarity with mobilization language.
@SherryHudson-je8ke
Mar 4, 2025
Deport all illegal fraud people in the name of student shame on them
Deport all illegal fraud people in the name of student shame on them
Demands deportation of illegal immigrants and fraudulent students, framed as a policy action.
mohamedsiddiqi4406
Sep 30, 2025
I wonder what Carney thinks of this this needs to go to the house of commons
I wonder what Carney thinks of this this needs to go to the house of commons
Expresses concern about a political figure's position and urges escalation to parliament.
marlabrown1753
Sep 30, 2025
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Trudeau shall lead North Merica. NOT TRUMP, NEXT 3 YRS!
Expresses political preference for Trudeau over Trump with implicit support for Canadian leadership.
@ArtemioMarifosque
Mar 4, 2025
purge then all
purge then all
Vague call to remove or eliminate immigrants, expressing extremist sentiment with minimal elaboration.
ynachoi5072
Sep 30, 2025
Sounds like the government should be buying 2.8 million one way tickets
Sounds like the government should be buying 2.8 million one way tickets
Sarcastically suggests mass deportation as a policy solution, mixing dark humor with a policy proposal.
abegiesbrecht1148
Jan 18, 2026
What a relief to see and hear that a country and its president do not knuckle under the American dictator!! And now the 81% of Americans that do not agree with Trump will do the …
What a relief to see and hear that a country and its president do not knuckle under the American dictator!! And now the 81% of Americans that do not agree with Trump will do the same - and than Trump will be history. Lets move!!!
Expresses support for Canadian resistance to American pressure and urges collective action ('Lets move!!!'), framed within national identity positioning.
@Anita-e3h2x
Mar 4, 2025
Good questions! Make this motion!
Good questions! Make this motion!
Expresses support for the video's questions and urges formal action through a motion.
jane7354
Sep 29, 2025
Deport it all are came from illegal students .
Deport it all are came from illegal students .
Calls for deportation of those from 'illegal students' category, making an unsubstantiated claim about their status.
angela2979
Sep 29, 2025
@CNN — Have you got your head out of your A$$ or are you still simping for oligarchs? Do you serve democracy or your shareholders?
@CNN — Have you got your head out of your A$$ or are you still simping for oligarchs? Do you serve democracy or your shareholders?
Directly addresses CNN with rhetorical questions urging them to choose between democracy and corporate interests, functioning as a call to change behavior.
@SharonHeideWard
Mar 4, 2025
just remove them from Canada.
just remove them from Canada.
Minimal comment urging removal of unspecified group, likely immigrants, from Canada.
zhaomike952
Sep 29, 2025
Thanks Trump and all you idiots that voted for him! Look what you've done! Brainless clods!
Thanks Trump and all you idiots that voted for him! Look what you've done! Brainless clods!
Blames voters for consequences and uses accusatory language to implicitly urge accountability, though primarily venting frustration at political choices.
@Whiskey150
Mar 4, 2025
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Urges Canadians to act against government leadership, with unverified conspiracy claim about WEF involvement in country destruction.
bking9226
Sep 23, 2025
I want these people out
I want these people out
Direct statement demanding removal of immigrants, functioning as an implicit call for policy action against a perceived threat.
nono86753
Sep 20, 2025
Like my comment for no more satanic animal worshippers
Like my comment for no more satanic animal worshippers
Calls for engagement while making an unsubstantiated and inflammatory claim about immigrants using dehumanizing language.
matthudson1232
Sep 19, 2025
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but …
Like USA, get officers to get them all out of our soil. Not racism, but they need to leave, even they got official papers. Stop giving them benefit for our tax dollars. Not racism, but majority robberies from The blacks new immigrants. Not racism, but too many Indians, no integrity, not polite, not following our cultural and demanding us to respect them. Respect is a two- way street. Thry don't respect our traditions, they should get deported.
Politicians corruption like a third world countries because those immigrants are from those countries.
Calls for mass deportation while making unsubstantiated claims about immigrant criminality and cultural incompatibility.
yvonnesanita7230
Sep 13, 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)