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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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Unverified Claim

3,221 comments
Page 109 of 162
Canada has more real MAFIA Activity than the . There is a direct connection with N'drangheta from Calabria, Italy. They work with Mexico, China and Colombia to flood USA with drugs.
Canada has more real MAFIA Activity than the . There is a direct connection with N'drangheta from Calabria, Italy. They work with Mexico, China and Colombia to flood USA with drugs.
Makes specific factual claims about organized crime connections without evidence, framed as a security threat.
@wilfredopadrojr.8059 Mar 4, 2025
Oh yeah and you had a Nazi war criminal and praise him in your high courts when Zelensky was there looking for a hand out to support Ukraines war machine
Oh yeah and you had a Nazi war criminal and praise him in your high courts when Zelensky was there looking for a hand out to support Ukraines war machine
Makes a specific factual claim about a Nazi war criminal being praised in Canadian courts without evidence, presented as accusation.
@carlbernas1220 Mar 4, 2025
80% of America voted for this, no more taking advantage of hardworking Americans
80% of America voted for this, no more taking advantage of hardworking Americans
Claims '80% of America voted for this' without evidence, framed within nationalist identity rhetoric about protecting American workers.
@pizza11536 Mar 4, 2025
90% of Americans do not want this we weep for what is being done. ?????
90% of Americans do not want this we weep for what is being done. ?????
Presents an unsubstantiated statistic ('90% of Americans') combined with expressions of distress about policy consequences.
@LeighLong-z1o Mar 4, 2025
Once you leave office, Trump will reverse the tariffs.
Once you leave office, Trump will reverse the tariffs.
Makes a specific factual prediction about Trump's future actions without evidence or source.
@SuperWhiteshadow1 Mar 4, 2025
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems …
Why are those 2 people standing behind him trying not to smile when Trudeau is making up that Trump wants a trade war and he's siding with Putin? This guy is trying to start problems and spreading lies to keep the division going!!! That is the whole plan with this whole Ukraine deal!!! Stop funding the wars and we could all move forward not with this BS!!!
Makes unsubstantiated claims about Trudeau spreading lies and a hidden agenda involving Ukraine funding, framed as conspiracy.
@JoseLopez-md6lx Mar 4, 2025
To the uneducated liberals in the comments, Canada already has a 270% tariff on American goods and has for the last decade with Donald Trump did was put reciprocal tariffs on Canada toQ further balance, …
To the uneducated liberals in the comments, Canada already has a 270% tariff on American goods and has for the last decade with Donald Trump did was put reciprocal tariffs on Canada toQ further balance, the imbalance so you guys being upset that President Trump isn’t acting tariffs on a country who’s already enacted tariffs on the United States then you’re being hypocrites. \n\nSee most of the world audience understands this you guys are actually the minority. Donald Trump is pulling at 60% in United States. The Democrats are pulling at 21% in United States. Just so you guys have an idea of just how unpopular you guys really are.
Makes specific factual claim about 270% tariff on American goods without evidence, combined with polling statistics presented as fact to support political argument.
@PGriffy404 Mar 4, 2025
If you ask ChatGPT who MAGA voters are it says - people with lower education...
If you ask ChatGPT who MAGA voters are it says - people with lower education...
References a specific claim about what ChatGPT says regarding MAGA voters' education levels, presented without verification or context.
@toncek6365 Mar 4, 2025
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother …
Since PM MODI of INDIA is now HUGGING King Jong Un, Putin, and China Leaders............... At the Summit of Anti Western Nations.... They are all East Indians who need to be shut out?! Their Mother Country Seeks Menace to Canada. Otherwise MODI wouldn't treat Canada like Shit. They laugh at us. Cut them off. Show Modi were not your dumping ground. HOW WILL CHINA, RUSSIA Like it when India in their "Partnership" should ASK For their Indians to go in DROVES to Russia, China.................... HAH!!!!!!!!!!!!!!! NO WAY. Canada SHUT IT DOWN. INDIANS dont Respect US. Their home Country conspires and SHOOTS canadian CITIZENS and Then SNUBS US. MAKE YOUR OWN COUNTRY. DO BETTER SCAMMERS!!!!!!!!!!
Makes unsubstantiated claims about India's geopolitical alignment and alleged conspiracy against Canada, frames Indian immigrants as security threats based on home country relations.
Wesley-td3he Sep 19, 2025
A real leader needs to be prime minister. Not these satanic cabal clowns
A real leader needs to be prime minister. Not these satanic cabal clowns
Makes unsubstantiated conspiracy-like claims about government leadership without evidence.
WesZillich88 Aug 26, 2025
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
29% Catholics in Canada.Most vote Liberal.Catholics I believe are behind Canadas changing life here.
Makes a specific factual claim (29% Catholics, voting patterns) without evidence, combined with identity-based framing about religious groups influencing Canada.
hantayoscooksjam Sep 9, 2025
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you …
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you on a waiting list because they are taking immigrants first! WTF!??? WEF Agenda!
Makes specific factual claims about military hiring practices prioritizing immigrants without evidence, and invokes conspiracy ('WEF Agenda').
TheDmac5440 Aug 26, 2025
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Makes an unsubstantiated generalization about second-generation immigrants retaining accents, presented as a notable observation without evidence.
Erik-ms3du Sep 19, 2025
Birth rate dwindle because of same sex relations lgbtq2nonbinder and NO means NO even in marriage 😅
Birth rate dwindle because of same sex relations lgbtq2nonbinder and NO means NO even in marriage 😅
Makes an unsubstantiated causal claim linking LGBTQ+ relationships to Canada's birth rate decline.
gervanmyers3066 Sep 15, 2025
They come here and then go to USA
They come here and then go to USA
Makes a specific factual assertion about immigrant behavior patterns without evidence.
SPACEMAN_2.0 Oct 1, 2025
the government has done this bs put rag on ur head n u get the job
the government has done this bs put rag on ur head n u get the job
Makes a specific factual claim about hiring discrimination based on religious/cultural markers without evidence, presented as established fact.
littledove1292 Aug 26, 2025
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero …
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero stone worshippers,who are living in South india.Mostly tribals and dravidian believers. Even still they adopted by aryanized religious practices, they never accept karma.
Makes sweeping historical and religious claims about Vedic Brahmanism, caste systems, and Dravidian identity without evidence.
velu1671 Sep 19, 2025
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Dood. Enjoy their imported caste system which is now healthily applied by Indians working in HR departments dood.
Makes an unsubstantiated claim about caste system being applied by Indian HR workers without evidence.
blastermaster5039 Sep 19, 2025
Hindu sabha negates everybody ( all they are good at is lying )
Hindu sabha negates everybody ( all they are good at is lying )
Makes unsubstantiated generalization that Hindu Sabha members are dishonest and dismisses them categorically.
podcatchannels2292 Sep 20, 2025
Everyone is going to be pissed of in the fall because there is a new report of 100,000 more coming
Everyone is going to be pissed of in the fall because there is a new report of 100,000 more coming
Makes specific factual claim about '100,000 more coming' without evidence, framed as demographic threat.
LukePatterson-d9s Sep 20, 2025
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Category Distribution

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Classifier Confidence

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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

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)