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
Congress step up and impeached this guy as a traitor.
Congress step up and impeached this guy as a traitor.
Directly urges Congress to take impeachment action against a political figure framed as a traitor.
Call to Action
0.85
@michaelrichardson8692
Mar 4, 2025
Move them from Canada
Move them from Canada
Direct call to remove immigrants from Canada, expressing exclusionary intent through minimal but forceful language.
VladimirMilic-ti9iw
Feb 23, 2026
No papers go home
No papers go home
Brief demand for deportation of undocumented immigrants, framed as a direct action statement.
Call to Action
0.85
@LucLalonde-u6m
Feb 22, 2026
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Bring ICE to canada!! STOP villifying Danielle Smith. She's right!!
Urges support for restrictive immigration enforcement (ICE) and defends a political figure, combining advocacy with policy position.
BonnyByzuk
Feb 23, 2026
I would gladly and happily vote for the party and candidate who would reduce the immigration to practically zero. We need to fix this country which has been practically inundated by human filth.
I would gladly and happily vote for the party and candidate who would reduce the immigration to practically zero.
We need to fix this country which has been practically inundated by human filth.
Explicitly urges voting for anti-immigration candidates while using dehumanizing language ('human filth') to express demographic anxiety.
Michael-YYZ
Feb 23, 2026
We need to have uprising against Trump! He in no way represents the morals or concerns of the people in our country. He is mentally unwell and has no ability to make good decisions. He …
We need to have uprising against Trump! He in no way represents the morals or concerns of the people in our country. He is mentally unwell and has no ability to make good decisions. He should NOT be President of our country regardless of political alignment!
Explicitly urges uprising and removal of Trump from office, framed through moral and mental fitness arguments.
@bobbibartley549
Mar 4, 2025
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Let all the 🇮🇳 students and visitors send them back their own country and don't allow them to make Canada become like India .
Urges specific action (deportation of Indian students/visitors) framed through identity-based concerns about cultural preservation.
samligaray3272
Sep 29, 2025
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Demands government action to find and expel immigrants, with implicit threat that citizens will take matters into their own hands if authorities don't act.
tabarnak-fuckCAQ
Sep 29, 2025
Step down already Moosepuck!
Step down already Moosepuck!
Direct demand for a political figure to resign, framed as an urgent call to action.
Call to Action
0.85
@louscannon7493
Mar 4, 2025
Please tariff Elon and Tesla specifically
Please tariff Elon and Tesla specifically
Urges specific policy action (tariffing Elon/Tesla) as a response to economic/trade concerns.
Call to Action
0.85
@natechave2825
Mar 4, 2025
Do NOT implement the Boarder Plan UNTIL tariffs end!
Do NOT implement the Boarder Plan UNTIL tariffs end!
Explicitly urges against implementing border policy until tariffs end, framing a conditional demand for action.
@CanadaRocks-1111
Mar 4, 2025
PLEASE DO ! THANK YOU 🙏❤️🇨🇦
PLEASE DO ! THANK YOU 🙏❤️🇨🇦
Emphatic plea with prayer emoji urging someone to take a specific action ('DO'), likely in response to video content.
Call to Action
0.85
@WillBurnhue
Feb 22, 2026
Get Rid of LIBERALS!!!!
Get Rid of LIBERALS!!!!
Urgent directive to remove a political party, framed as a call to action with partisan identity framing.
mariobestic138
Feb 17, 2026
Stop the Lawless treasonous American dictator and the complicit GOP. We stand with Canada and Our Democratic Allies NOT PUTIN THE MURDERER! Stop the Lawless treasonous dictator and the complicit GOP. They are also working …
Stop the Lawless treasonous American dictator and the complicit GOP. We stand with Canada and Our Democratic Allies NOT PUTIN THE MURDERER! Stop the Lawless treasonous dictator and the complicit GOP. They are also working on methods to skew the midterms through more Voter Suppression ?. Write to your senators ask them to get creative. Ask them to implement a special election by the people with majority rule to oust the dictator! Ask them to shut down the government do anything to stop this coup. We cannot wait for the midterms. They will have once again manipulated them by then! Write your senators and Congressmen/Women, THEY MUST ACT NOW!!!
Primarily urges readers to contact senators and congresspeople to take action against the Trump administration, framed as moral imperative.
@JP-qi2tc
Mar 4, 2025
Now that Extortionist/2025 Dictator has Unleashed his Tariffs and saying it's about Fentanyl is just a cover up for Something Devious? I Truely feel that he is doing this to Align himself with Genocidal putin. …
Now that Extortionist/2025 Dictator has Unleashed his Tariffs and saying it's about Fentanyl is just a cover up for Something Devious? I Truely feel that he is doing this to Align himself with Genocidal putin. He doesn't Care about People just like Terrorist putin that marches his own Troops to their Death. AMERICA, WE NEED TO ORGANIZE / PROTEST AND VOTE THIS EVIL EMPIRE OUT!!!!
Explicitly urges organizing, protesting, and voting while framing the situation as an existential threat involving genocide and terrorism.
@hurshel8238
Mar 4, 2025
They have no rights to stay. Immediate deports must be made.
They have no rights to stay. Immediate deports must be made.
Demands immediate deportation action, asserting that undocumented immigrants lack legal rights to remain.
fürimmerkonservativ
Feb 18, 2026
Close the border, to dam many immigrants from india. They need to be deported. Abusing the system.
Close the border, to dam many immigrants from india. They need to be deported. Abusing the system.
Explicitly calls for border closure and deportation of Indian immigrants, framing them as system abusers.
mistybl4u11
Feb 18, 2026
Please leave Canada , we don’t want you. Canadian youth need jobs now
Please leave Canada , we don’t want you. Canadian youth need jobs now
Demands immigrant departure with economic justification about job availability for Canadian youth.
Aj1987youknowit1
Jan 16, 2026
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Great! You’re investigating! Will arrests, long sentences and deportation follow?! If not, don’t waste our time!
Demands specific enforcement actions (arrests, deportations) and expresses frustration with perceived inaction.
Stevi987
Feb 18, 2026
Impeach Trump for treason.
Impeach Trump for treason.
Directly urges a specific political action (impeachment) against a political figure.
Call to Action
0.85
@Undivided76
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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Discourse Quality (Perspective API)