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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 120 of 162
There’s no Canadian born officers
There’s no Canadian born officers
Makes a specific factual assertion that there are no Canadian-born immigration officers without providing evidence.
christyrajendram6500 Sep 28, 2025
I heard many jobs is taking by Indians, they have take their family to Canada and give job
I heard many jobs is taking by Indians, they have take their family to Canada and give job
Makes a specific factual claim about Indians taking jobs and hiring family members without evidence, presented as hearsay.
arayechannel Sep 22, 2025
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
On a recent holiday I was told that some of canada's drug running now is by some on these new people who only want to get rich fast.
Makes an unsubstantiated claim about new immigrants being involved in drug trafficking without evidence.
tangocharlie02 Sep 20, 2025
There are more Muslim in canada than Indians.
There are more Muslim in canada than Indians.
Specific factual assertion about religious demographic composition without evidence or source.
BrutCanada Sep 19, 2025
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. …
That's a lie not paying taxes. All houses are paying taxes and working hard. When Italians came they complained, when Germans came they complained. And now Indians. Not paying tax? That's a big fat lie. All Indian immigrants work gard and pay taxes. He is a racist.
Directly contradicts tax-payment claim with assertion that 'all houses are paying taxes' while accusing the video creator of racism.
chelvyVethanayagam Sep 21, 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
Islam is the only one which says everyone non Muslim is bad
Islam is the only one which says everyone non Muslim is bad
Makes sweeping, unverified generalization about Islamic doctrine and Muslims as a monolithic group with hostile intent.
globalcitizen7811 Sep 20, 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
I asked AI it said 6% but here you say its 60%
I asked AI it said 6% but here you say its 60%
Commenter cites conflicting statistics (6% vs 60%) without evidence, suggesting the video contains unverified claims about immigration figures.
kira991 Sep 19, 2025
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Heard certain members of this community once say they don’t come here to become Canadians, they come to get the book with the blue cover (passport). They won’t mention Canada by name.
Presents a specific unsubstantiated claim about immigrants' motivations and refusal to identify as Canadian without providing evidence.
IanH-u8l Sep 19, 2025
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Presents a specific historical comparison claim without citation or evidence to support the assertion.
Achintyanath Sep 19, 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
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make …
In all my 54 years in Canada, I have never seen Canada in such a mess. People never work one day in Canada but receive pension housing and food allowance. What is going on. Make that make sense.
Asserts specific unverified claims about welfare recipients not working while receiving benefits, presented as factual observation without evidence.
angelefigueira3986 Sep 11, 2025
recently i saw the job posting on indeed where hindi was a mandatory language..
recently i saw the job posting on indeed where hindi was a mandatory language..
Presents a specific anecdotal claim about a job posting requiring Hindi language without verification or context.
diana-ptl-zj7cm Sep 10, 2025
Its 🇮🇳 fault
Its 🇮🇳 fault
Makes an unsubstantiated claim blaming India for Canada's immigration issues without evidence or explanation.
RichardLiquidPepstein Aug 30, 2025
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are …
Trudeau, who applauded the Ukrainian Nazi in parliament... In 1941-45, this Ukrainian Nazi slaughtered people like dogs. And now churches, parties, media, and the opposition are banned in Ukraine... People are being killed, businesses are being taken away... Ukrainians are being banned from leaving the country...
Commenter makes specific factual claims about Ukrainian history and current conditions without evidence, presenting them as established fact.
@АндрейКривонос-л3ф Mar 4, 2025
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
Makes unfounded conspiracy claims about Trudeau being a WEF puppet without evidence, combined with dismissive rhetoric toward supporters.
@ericyee5365 Mar 4, 2025
All by design
All by design
Vague conspiracy theory assertion ('all by design') implying deliberate government orchestration without specifics or evidence.
alixblythe6817 Aug 27, 2025
Half of india popu went to usa and canada in the last 6years😂😂😂
Half of india popu went to usa and canada in the last 6years😂😂😂
Makes a specific factual claim about Indian migration patterns without evidence, presented with laughing emojis suggesting satirical intent, but the claim itself is unsubstantiated.
didisinful Aug 26, 2025
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ? Wake up. Fake currency is NOT MONEY!
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ? Wake up. Fake currency is NOT MONEY!
Makes unsubstantiated claims about currency systems being 'fake' and urges people to 'wake up,' presenting conspiracy-adjacent assertions without evidence.
DaveTechCA Aug 26, 2025
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Discourse Taxonomy

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Category Distribution

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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

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)