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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Fear / Threat
3,873 comments
Delete India
Delete India
Inflammatory statement targeting a nationality, expressing xenophobic sentiment and demographic anxiety.
carlosmendez1938
Jan 27, 2026
MAKE NO MISTAKE: TRUMP'S GOAL IS ECONOMIC MILITARY AND POLITICAL LEADERSHIP IN CRANK: CHINA RUSSIA ASIA (IRÁN) NORTH KOREA. TRUMP IS A GLOBAL THUG.
MAKE NO MISTAKE: TRUMP'S GOAL IS ECONOMIC MILITARY AND POLITICAL LEADERSHIP IN CRANK: CHINA RUSSIA ASIA (IRÁN) NORTH KOREA. TRUMP IS A GLOBAL THUG.
Expresses alarm about Trump's alleged authoritarian ambitions and global threat; combines threat perception with moral condemnation.
@sueschlesinger8152
Mar 4, 2025
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Sikhs are generally nice people but still... When is enough enough, or how long is a piece of string?
Expresses demographic anxiety about immigration saturation ('when is enough enough') while making qualified ethnic observation.
4RedDwarf3
Jan 27, 2026
USA people will regret ?that they voted for trump administration
USA people will regret ?that they voted for trump administration
Predicts negative consequences from Trump administration policies, expressing concern about voter regret and implying electoral accountability.
@gabriellazar2667
Mar 4, 2025
What a fkn shit dump place
What a fkn shit dump place
Expresses strong negative sentiment about a location, implying it has deteriorated, likely due to demographic changes.
Fear / Threat
0.75
chrisbentley321
Sep 20, 2025
Securing our boarders north as well as south . China military coming into Canada as well as drugs crossing our boarder from the north ? US promised Russia that NATO would not enter Ukraine . …
Securing our boarders north as well as south . China military coming into Canada as well as drugs crossing our boarder from the north ? US promised Russia that NATO would not enter Ukraine . There is more to this story than the spin that Trudeau and CNN is presenting . Stop funding this war . Stop the killing . Stop laundering our tax dollars .
Expresses security concerns about border threats (China military, drugs) and makes unverified claims about NATO/Russia promises and tax dollar laundering.
@ron2494
Mar 4, 2025
Sounds like he wants war with us lets get it
Sounds like he wants war with us lets get it
Expresses threat perception ('wants war with us') and implicitly calls for confrontational action, combining fear-based framing with mobilization language.
@kmix7928
Mar 4, 2025
I know reality is so much more complicated than most people are capable to understand, but we need to stick together no matter what.\nThe 'elites' are constantly bored and they are playing their nas ty …
I know reality is so much more complicated than most people are capable to understand, but we need to stick together no matter what.\nThe 'elites' are constantly bored and they are playing their nas ty little games with the rest of the planet, like always it's the most disadvantaged and vulnerable who will suffer the most.\n\nRussia and China are destabilizing the 'West' with everything they got, they are using religious institutions, they are spreading misinformation online, they are financing corrupt politicians and even more corrupt institutions.\nThey will keep doing that until our systems start crumbling, first we will lose our democracy, follwed by basic human rights and the freedom to choose anything concerning your own life ... history is once again recycling itself and the reta rds among us will drag us down with them, we need to push back, no matter the price, we need to protect our values for future generations.
Expresses existential threat from foreign adversaries destabilizing democracy and human rights, calling for collective resistance.
@SEVENOFNINE-goingforty
Mar 4, 2025
The new Cold War will have an economic front. The US is siding with Russia and Putin is dictating this.
The new Cold War will have an economic front. The US is siding with Russia and Putin is dictating this.
Expresses concern about geopolitical realignment and perceived threat from US-Russia alignment in economic competition.
@jameschiyinwan
Mar 4, 2025
Budddy has been in the country for 3 years and is smuggling ppl…..
Budddy has been in the country for 3 years and is smuggling ppl…..
Unverified claim about criminal activity by an immigrant, expressing security/danger concerns.
MimoSop
Jan 27, 2026
need to get rid of qanon from Canada, theyre traitors and work for putin.
need to get rid of qanon from Canada, theyre traitors and work for putin.
Expresses security and loyalty concerns about a group perceived as dangerous and foreign-aligned, with implicit call to remove them.
@xiuhtezcatl8161
Mar 4, 2025
Only the Rich people will survive what's coming ahead for the US.
Only the Rich people will survive what's coming ahead for the US.
Expresses apocalyptic anxiety about economic collapse and class survival without evidence, combining alarmism with vague threat framing.
@hr1371
Mar 4, 2025
Trump is a danger to himself and others. His effect or his team have to get him committed against his will for everyone's safety. To those people who ate his power of attorney, this is …
Trump is a danger to himself and others. His effect or his team have to get him committed against his will for everyone's safety. To those people who ate his power of attorney, this is orderly neglect it's not always about money, tax papers money, the team around him and is wife and see it clearly. Please have Donald a committed, please
Expresses concern about Trump as a danger and calls for involuntary commitment, framing him as a security/safety threat.
@SehamAdam-fu1cu
Mar 4, 2025
I prepared indian than the myslim take over. Indian are peaceful people because of yhe religion.
I prepared indian than the myslim take over. Indian are peaceful people because of yhe religion.
Expresses anxiety about Muslim demographic change while making comparative religious identity claims about Indian and Muslim populations.
janreybaldonado1974
Oct 11, 2025
To be enemy of the United States is dangerous, to be friend is fatal.
To be enemy of the United States is dangerous, to be friend is fatal.
Presents a warning about the dangers of US relations, framed as a comparative statement about friendship versus enmity with the US.
@alanrain100
Mar 4, 2025
we’re still fucked
we’re still fucked
Expresses pessimism and sense of doom about Canada's situation despite policy announcements.
Fear / Threat
0.75
alfredino724
Jan 12, 2026
#47 KNOWS WHAT HE’S DOING HE WANTS POWER AT ANY COST!!!
#47 KNOWS WHAT HE’S DOING HE WANTS POWER AT ANY COST!!!
Expresses concern about Trump's motivations (power-seeking) with alarmist framing, though the specific claim lacks evidence.
@annscott1110
Mar 4, 2025
Lol this is hilarious. Keep crying because we Americans prop up your whole economy. Get wrecked . Lol Canada has done absolutely for the well being of America with allowing narcotics and illegal immigration . …
Lol this is hilarious. Keep crying because we Americans prop up your whole economy. Get wrecked . Lol Canada has done absolutely for the well being of America with allowing narcotics and illegal immigration . Your borders are only safe because AMERICA stands as a bullwork between your country and the majority of our hemisphere . Im sure this is done as a prep to annex Canada lol . Its literally a typical business hostle take over . It isn't going to hurt my feelings lol .
Expresses alarm about US military dominance, makes unsubstantiated claims about Canadian drug/immigration policy, and frames US-Canada relations as hostile takeover.
@TacticsTom54
Mar 4, 2025
Well done Canada , Trump is after your minerals
Well done Canada , Trump is after your minerals
Expresses concern about Trump's interest in Canadian resources, framing it as a threat while comparing Canada's position to US actions.
@Nomad-wv4oe
Mar 4, 2025
Don't cry in a few weeks Trumpers faces! You chose someone that fuked you 4 years ago as well. He's gonna retaliate again the US for what they did to him before Joe Biden became …
Don't cry in a few weeks Trumpers faces! You chose someone that fuked you 4 years ago as well. He's gonna retaliate again the US for what they did to him before Joe Biden became president lol he acts like he's gonna make other countries suffer but it's the other way around. Get ready for more homeless
Expresses anxiety about Trump's retaliatory policies and predicts negative economic consequences (homelessness).
@cisco00079
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)