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
We will stand up
We will stand up
A rallying cry expressing commitment to stand together, likely in support of Canada's position.
@sylvainroy9509
Mar 4, 2025
#SAVECANADA #SAVEEUROPE
#SAVECANADA #SAVEEUROPE
Hashtag-based call to 'save' Canada and Europe, implying existential threat and mobilizing action.
copeloww
Oct 5, 2025
Expand to the entire country.
Expand to the entire country.
Brief directive to expand a policy (likely immigration restrictions) nationwide.
Call to Action
0.70
Justaperson717
Nov 21, 2025
. To quote George Orwell " that men do not learn very much from the lessons of history is the most important of all the lessons that history has to teach ". Be wise , …
. To quote George Orwell " that men do not learn very much from the lessons of history is the most important of all the lessons that history has to teach ". Be wise , Be honest and DO NOT BE A SHEEP
Uses a historical quote to urge critical thinking and warns against conformity ('DO NOT BE A SHEEP'), functioning as a call to independent action.
AlexMcQueen-ce9tz
Oct 9, 2025
Push good people too far, and find out. PGPFO!
Push good people too far, and find out. PGPFO!
Cryptic warning urging action ('Push good people too far, and find out'), appears to be a call for resistance or mobilization.
Call to Action
0.70
@lulufulu4867
Mar 4, 2025
Would like you to do what Nick Shirley did in Minnesota. There seem to be an abnormal number of Somalian Family Center in Ontario. This province is known to be a sanctuary province for migrants... …
Would like you to do what Nick Shirley did in Minnesota. There seem to be an abnormal number of Somalian Family Center in Ontario. This province is known to be a sanctuary province for migrants... would a little investigation show fraud there too?!
Requests investigation into alleged fraud at Somali community centers in Ontario, implying suspicious activity without evidence.
fredpil
Feb 17, 2026
Immigration Customs Enforcement should be hailed as heroes 🎉.
Immigration Customs Enforcement should be hailed as heroes 🎉.
Advocates for enforcement of immigration restrictions by praising ICE as heroes, implicitly urging support for restrictive immigration enforcement.
BornAgainFarmGirl
Jan 27, 2026
WE BLAME TRUMP and nobody else!!!
WE BLAME TRUMP and nobody else!!!
Emphatic statement assigning blame to Trump, implicitly urging others to recognize and hold him accountable.
@charrio2
Mar 4, 2025
Do brampton next.
Do brampton next.
Brief directive requesting investigation or action on another location (Brampton), implying similar concerns elsewhere.
Call to Action
0.70
Supernova12034
Feb 18, 2026
I cut off the electricity off to the USA and see how much the people who voted for old donny likes not have electricity in the north east they better buy up wood stoves
I cut off the electricity off to the USA and see how much the people who voted for old donny likes not have electricity in the north east they better buy up wood stoves
Sarcastically threatens to cut electricity to the US while implicitly urging resistance to Trump voters' interests.
@lindaowens933
Mar 4, 2025
Just don’t go..screw them.
Just don’t go..screw them.
Urges others not to visit/go somewhere, functioning as a negative recommendation or discouragement.
Call to Action
0.70
alexsubotich2652
Dec 10, 2025
TURN OFF THEIR POWER. That'll change things real quick.
TURN OFF THEIR POWER. That'll change things real quick.
Urges a disruptive action (cutting power) as a means to force political change, with implicit threat framing.
@anja2716
Mar 4, 2025
Do Texas next
Do Texas next
Viewer is requesting the creator produce similar content about Texas, urging a specific action.
Call to Action
0.70
Lowvibzz
Jan 28, 2026
Ban TESLA CARS
Ban TESLA CARS
Brief directive urging a specific action (ban Tesla cars), though context is unclear.
Call to Action
0.70
@Pong0221
Mar 4, 2025
Give truck driver's their money back
Give truck driver's their money back
Demands restitution for truck drivers, framed as a direct call for corrective action.
Call to Action
0.70
@danielvillagrana3131
Mar 4, 2025
Living in mtl... pls bust these mfers out !
Living in mtl... pls bust these mfers out !
Urges action ('bust these mfers out') with implied threat/removal language directed at a group in Montreal.
trxash3039
Jan 27, 2026
Go away already!!
Go away already!!
Brief dismissive statement urging someone (likely Trudeau) to leave office.
Call to Action
0.70
@Thewiseone1993
Mar 4, 2025
We should be holding our relationship with Canada to the highest priorities
We should be holding our relationship with Canada to the highest priorities
Urges prioritization of Canada-US relations as a policy imperative.
@MickeyMousin78
Mar 4, 2025
Cut the power please
Cut the power please
Brief directive urging a specific action (cutting power), though context is unclear.
Call to Action
0.70
@samuelstringfellow2847
Mar 4, 2025
Canada and Mexico should continue to do business without the us.
Canada and Mexico should continue to do business without the us.
Urges Canada and Mexico to pursue independent trade relationships, implicitly calling for action against US economic dominance.
@evp911
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)