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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
Page 123 of 194
Trump reminds me of Hitler. I think he will create a crisis to impose martial law just like Hitler did when the Reichstag caught fire. If he can do this he will become dictator. ?
Trump reminds me of Hitler. I think he will create a crisis to impose martial law just like Hitler did when the Reichstag caught fire. If he can do this he will become dictator. ?
Expresses alarm about Trump becoming a dictator through a speculative conspiracy theory comparing him to Hitler without evidence.
@Tom-qy5zi Mar 4, 2025
hindu's are not canadas problem , terrorism supporting religions are
hindu's are not canadas problem , terrorism supporting religions are
Distinguishes Hindu immigrants as acceptable while associating other religions with terrorism, expressing security-based discrimination.
qwertykeyboard-c5o Nov 10, 2025
There is hundreds in surrey should be deported so many are selling drugs.
There is hundreds in surrey should be deported so many are selling drugs.
Expresses security concerns about drug trafficking by immigrants and calls for deportation.
@jaisundar7177 Feb 19, 2026
India will take canada and usa becouse population
India will take canada and usa becouse population
Alarmist claim that India will 'take over' Canada and USA through population, expressing demographic anxiety without evidence.
ROOGLAND Feb 25, 2026
India will take canada and usa becouse population
India will take canada and usa becouse population
Duplicate of previous comment expressing demographic threat narrative about Indian population takeover.
ROOGLAND Feb 25, 2026
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing …
Cubanada much like Minnesota, cares for and provides for everyone except their own people. This is why immigration is getting the backlash that it's getting because it dissolves the parent culture, and the ones allowing it are the Albino Smurfs, "the champions of the oppressed." This situation is apparently happening all over the West.
Expresses concern that immigration dissolves parent culture and frames Western nations as under threat from demographic change.
DanielBMaximoff Jan 28, 2026
Careful what you’re voting for. Sounds like one step closer to separation to me.
Careful what you’re voting for. Sounds like one step closer to separation to me.
Expresses concern that policies could lead to national separation, warning voters about potential consequences.
@PatrickHolland-hd6vh Feb 20, 2026
There are to much indians in world
There are to much indians in world
The comment expresses demographic anxiety about Indian population numbers globally, framing it as a threat without substantive evidence or context.
VivekKumar-u6z6b Mar 1, 2026
Why is Trump siding with Putin and trashing your best and closest ally ?? What is Trump hiding ? We will all suffer. Stop this nonsense.
Why is Trump siding with Putin and trashing your best and closest ally ?? What is Trump hiding ? We will all suffer. Stop this nonsense.
Expresses alarm about geopolitical consequences and collective suffering, with underlying moral concern about betrayal of allies.
@andreacampbell397 Mar 4, 2025
sad what this country has become
sad what this country has become
Expresses concern about national decline and cultural change, framing immigration as negative transformation.
matthewmedeiros3532 Jan 28, 2026
how do they even survive they cant even speak proper english fking rtrds
how do they even survive they cant even speak proper english fking rtrds
Expresses xenophobic concern about immigrants' language abilities with dehumanizing language.
akilamaduranga5438 Feb 28, 2026
THE DEVILISH ? ? ? Fascist TRUMP & GOP-ERS are Attacking our COUSINS & Next Door Neighbors in CANADA & Aligning with the Devil ? Putin & the Devil Netanyahu \n?
THE DEVILISH ? ? ? Fascist TRUMP & GOP-ERS are Attacking our COUSINS & Next Door Neighbors in CANADA & Aligning with the Devil ? Putin & the Devil Netanyahu \n?
Uses inflammatory language and religious/moral framing to express existential threat and alarm about Trump, GOP, and geopolitical alliances.
@patward1610 Mar 4, 2025
Take the statues down or the next thing you will see would be a beef ban in the city (enforced by gangs)
Take the statues down or the next thing you will see would be a beef ban in the city (enforced by gangs)
Expresses demographic anxiety through unfounded claims about gang enforcement of cultural practices.
SUemprorx Feb 28, 2026
By Christmas 2025, America will be shit
By Christmas 2025, America will be shit
Expresses dire prediction about America's future, conveying anxiety and negative outlook.
@yerfillinois8254 Mar 4, 2025
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the LIE that is was just the TURD in the last 10 yrs isn't the problem, it's been since his waste of skin father, who started it, the debt, Multiculturalism lie, if it was the solution, instead of REAL POLICIES, it would have worked by now, it's not working anywhere in the WESTERN WORLD
Expresses apocalyptic concerns about Canada's future decline through immigration, using alarmist language and unsubstantiated claims about economic and cultural consequences.
rona3393 Feb 27, 2026
What the heck does Putin have on Donnie? Was it pedophilia on Epstein's Island? was it sex with boys and girls? Was it the mythical pee tapes? Whatever it is it has to be big …
What the heck does Putin have on Donnie? Was it pedophilia on Epstein's Island? was it sex with boys and girls? Was it the mythical pee tapes? Whatever it is it has to be big enough to get Donnie to break with all the US's traditional allies which has to be making Putin rub his hands with glee. How far does this adjudged rapist, and 34 count felon that the US decided it wanted to make it's President, have to go before someone steps in and say that Trump represents a clear and \npresent danger to the economic and military security of the world? His administration forced New York's director of the FBI to resign because that man did not want to give up the names of personnel who investigated the Jan 6 insurrectionists. He put a known Russian apologist, Tulsi Gabbard, in charge. He has frozen aid to a country actively fighting for it's very survival against an aggressive and expansionist Russia. He applied tariffs against Canada and threatens the same against Europe., he has banned the freedom to protest in colleges though he freed people imprisoned for rising in actual insurrection against the Government. Dictatorship comes in steps isolation from the world and suppression of freedoms are but two. The free world weeps for what the US is becoming under this current administration.
Expresses alarm about Trump as a security threat to global stability while making unsubstantiated claims about blackmail.
@eponatwospirithorse4980 Mar 4, 2025
Omg trump , Vance and musk are anti christs
Omg trump , Vance and musk are anti christs
Uses extreme moral language (anti-christs) to express existential alarm about political figures.
@lupitavera4107 Mar 4, 2025
Yano who else was an appeaser? Adolfo Hitler was . Is trump the new Hitler ??
Yano who else was an appeaser? Adolfo Hitler was . Is trump the new Hitler ??
Uses historical comparison to Hitler to express alarm about political leadership, invoking existential threat rhetoric.
@jamesfoster3447 Mar 4, 2025
Once such a beautiful country, is now completely destroyed by leftist pinkos...!
Once such a beautiful country, is now completely destroyed by leftist pinkos...!
Uses alarmist language claiming the country is 'destroyed' by political ideology, expressing existential anxiety about national decline.
ivannovotny4552 Feb 17, 2026
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Expresses anxiety about national decline and crime while citing economic costs of asylum seekers, combining demographic threat perception with economic concerns.
mikewoo4663 Feb 18, 2026
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Top Channels by Discourse Type

Which YouTube channels attract each type of discourse
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) | 14-category DH taxonomy | Search | Discourse Quality (Perspective API)