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
Dump trump!
Dump trump!
Brief rallying cry to remove Trump from office, expressed as a slogan with satirical tone.
@mytunes-x
Mar 4, 2025
So we can all agree that this is some bullshit. We all agree that Russia should not be calling our shots. \nSo lets do something about it.
So we can all agree that this is some bullshit. We all agree that Russia should not be calling our shots. \nSo lets do something about it.
Expresses concern about external influence (Russia) and explicitly urges collective action to address the problem.
@nameredactedmessageretract7225
Mar 4, 2025
We are doing everything we can to get this rougue president out of here. HE IS NOT OUR PRESIDENT!
We are doing everything we can to get this rougue president out of here. HE IS NOT OUR PRESIDENT!
Expresses intent to mobilize against a political figure and asserts national identity/legitimacy through 'NOT OUR PRESIDENT' framing.
@homemoviesandotherstuff3419
Mar 4, 2025
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Great speach.........good luck america, come on europe lets follow and tell that nation we are not into bullys
Urges Europe to follow Canada's example and stand against bullying, framed as a comparative call to action across nations.
@Sambukerable
Mar 4, 2025
Get them all out
Get them all out
Expresses a demand for mass deportation, combining xenophobic sentiment with an implicit call for policy action.
Damien-o1k
Dec 6, 2025
Do not go to the USA.
Do not go to the USA.
Direct advisory statement discouraging travel to the USA, implicitly urging others to avoid it.
greatsciencegreatlife
Dec 8, 2025
BUY CANADIAN ??
BUY CANADIAN ??
Urges people to purchase Canadian products as an economic response.
Call to Action
0.75
@LevelUp1111
Mar 4, 2025
I've got the perfect preparation. Stay home or prepare for a different destination.
I've got the perfect preparation. Stay home or prepare for a different destination.
Advises others to either stay home or choose alternative travel destinations instead of visiting the US.
RickKerr-o1x
Dec 9, 2025
As an American, Canada should flip the switch to cut off all electricity from Canada to the Northern US.
As an American, Canada should flip the switch to cut off all electricity from Canada to the Northern US.
American commenter urging Canada to take aggressive economic action (cut electricity) against the US as leverage.
@Johnny53kgb-nsa
Mar 4, 2025
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Shut up Governor Trudeau, keep it up and we will shut off Federal funding to our 51st State!
Combines identity assertion (51st State framing) with a call to action urging defiance against federal leadership through funding withdrawal.
@robertjohnston9023
Mar 4, 2025
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Canadian government: start talks with mexico and the rest of the americas all the way down to Chile and Argentina.
Urges the Canadian government to initiate diplomatic talks with multiple countries, framed as a policy recommendation.
@yvanpimentel9950
Mar 4, 2025
Connect water bills to vacant homes too now.
Connect water bills to vacant homes too now.
Suggests a policy action (connecting water bills to vacant homes) as a solution, though brief and somewhat unclear in intent.
Call to Action
0.75
trea492
Dec 24, 2025
Idiots voted for this guy
Idiots voted for this guy
Attacks voters who support current leadership, implicitly urging political change through criticism of electoral choices.
oslec111
Dec 25, 2025
I pray that reasonable REPUBLICAN'TS hear this.
I pray that reasonable REPUBLICAN'TS hear this.
Appeals to Republicans to listen/act, with implicit identity framing of political alignment.
@offthegridgreco
Mar 4, 2025
This minister should be deported she is a shame to the country
This minister should be deported she is a shame to the country
Calls for deportation of a government minister, framing her as a threat to national identity.
gerardhealey4912
Dec 9, 2025
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand …
Don’t panic as you tune in and read this shit show called news, I’m listening to a foreigner on talking on CNN, Trumps is only been in 100 days, don’t believe there fear mongering stand strong those who were born here and love this country.
Urges people to resist fear-mongering media and stand strong for their country, with nationalist framing.
@WileyHeaton
Mar 4, 2025
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Good, save Canada, deny deny deny deport deport deport, save Canada, make Canada Canadian again.
Urges aggressive deportation policy while asserting nationalist identity through 'make Canada Canadian again' framing.
YiYi-c6o
Dec 24, 2025
That number needs to increase 100 fold
That number needs to increase 100 fold
Advocates for dramatically increasing immigration numbers, implicitly urging policy change.
chriswachowiak7098
Dec 27, 2025
How about 95% reduction
How about 95% reduction
Advocates for a dramatic reduction in immigration levels, implicitly calling for policy change.
TheyCallMeSkuba
Jan 22, 2026
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Commenter requests coverage of specific communities and locations, urging the creator to examine other areas for comparison.
TheSteelCanadian
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)