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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 149 of 194
It’s not only Canadians boycotting American products. The rest of world is doing the same. USA under Trump is hostile
It’s not only Canadians boycotting American products. The rest of world is doing the same. USA under Trump is hostile
Expresses concern about Trump's USA being hostile and frames international boycotts as a response to perceived threat.
@JBravo69 Mar 4, 2025
They our Christian country Canada totally destroy our culture our Christian religion destroy wake up wake up Canada government
They our Christian country Canada totally destroy our culture our Christian religion destroy wake up wake up Canada government
Expresses anxiety about cultural and religious displacement, framing immigration as a threat to Christian Canadian identity.
romeorozario8700 Feb 23, 2026
This is not about drugs it's about taking over Canada. I'm Australian, and I stand with Canada and the Ukraine ❤
This is not about drugs it's about taking over Canada. I'm Australian, and I stand with Canada and the Ukraine ❤
Expresses alarm about US takeover of Canada while expressing international solidarity, combining threat perception with supportive framing.
@elizabethmclean5145 Mar 4, 2025
As an Indian, i don't want Canada or any other place in the world to turn into another India...
As an Indian, i don't want Canada or any other place in the world to turn into another India...
Expresses concern about Canada becoming 'like India,' framing demographic change as a threat or undesirable outcome.
Userr879. Feb 5, 2026
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as …
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as long as it seems it will outlast them It’s an issue in Rural East TN. All the gas stations, even the old ones off the main hwys that used to be where all the old local generation would gather and drink coffee and eat breakfast….those places sold out to 🇮🇳 It’s insane
Expresses anxiety about cultural/demographic change (gas stations sold to Indian owners) framed as a threat to community identity and values, with underlying concern about loss of local heritage.
TicketTraps Feb 27, 2026
enviable? really? then why does Global have to send a Chinese girl downtown to interview immigrants that have been here for 50 yrs, yet still can't speak basic English, not just them, I've seen people …
enviable? really? then why does Global have to send a Chinese girl downtown to interview immigrants that have been here for 50 yrs, yet still can't speak basic English, not just them, I've seen people that claim they've been here for 25, same thing, who also aren't Drs, professionals, you know all the delusions that you are talking about, cause that's the bullshit lie that we needed all these immigrants for skilled jobs, like the lie that all cabbies are really Drs, engineers, ect.... it's a lie, from the start, cause we needed to keep the boomers in the lifestyle they didn't pay for, ie all the debt/deficits since 68 when they started voting
Commenter expresses demographic and integration anxiety through anecdotal claims about immigrants' language skills and qualifications, framing immigration as a threat.
rona3393 Feb 17, 2026
Its not broke its working. Girls in thos country do nothing but help thdmselves use old men dont date young men . Just use old men for money . We need to be replaced asap
Its not broke its working. Girls in thos country do nothing but help thdmselves use old men dont date young men . Just use old men for money . We need to be replaced asap
Expresses demographic anxiety and replacement fears while making sweeping negative claims about women and immigrants, framing immigration as an existential threat.
JayJll-k1q Sep 5, 2025
8:20 , people are literally favouring Indians.
8:20 , people are literally favouring Indians.
Expresses concern about preferential treatment of Indians, suggesting demographic anxiety and potential discrimination in immigration.
Chadbox133 Feb 20, 2026
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why …
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why isn't the government doing anything? I support embracing diversity however, there's a fine line with respect.
Expresses concerns about immigrant driving behavior and cultural takeover of cities, framed as demographic threat despite claiming to support diversity.
Scoobyyy423 Jan 29, 2026
It should be noted, that it took Trump less than 40 days before 27% of Canadians now consider the US to be an enemy.\nObviously Dumpy is working to destroy western alliances.\nAsk yourself who will benefit.\nWho …
It should be noted, that it took Trump less than 40 days before 27% of Canadians now consider the US to be an enemy.\nObviously Dumpy is working to destroy western alliances.\nAsk yourself who will benefit.\nWho is happy with this?\nYou literally have a Russian asset BACK in the White House.\nWTF people.
Expresses alarm about Trump as a threat to Western alliances and makes unsubstantiated claims about Russian influence without evidence.
@mikeb5664 Mar 5, 2025
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly …
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly like you did back home. There's different laws, social norms, cultural practices and expectations...
Expresses anxiety about mass migration and cultural non-assimilation as a systemic problem in Western countries.
cs82271 Jan 27, 2026
12:12 slowly slowly slowly takeover 😂
12:12 slowly slowly slowly takeover 😂
References gradual 'takeover' with emoji, expressing demographic anxiety about immigrant population growth in a semi-joking manner.
xspot-y44 Oct 7, 2025
Now Indians will start coming to Europe freely.
Now Indians will start coming to Europe freely.
Commenter expresses concern about Indian immigration expanding to Europe, framing it as a spreading threat.
0plp0 Jan 28, 2026
Those opinions were the versions people were willing to say on camera. Imagine how they really feel.
Those opinions were the versions people were willing to say on camera. Imagine how they really feel.
Suggests hidden prejudice among interviewed subjects, implying darker sentiments not expressed on camera.
paularized1 Jan 28, 2026
Geez you know its bad in the GTA when Tim Hortons looks like that
Geez you know its bad in the GTA when Tim Hortons looks like that
Expresses concern about demographic change in the GTA region, using a Tim Hortons observation as evidence of deterioration.
stevedesio7433 Feb 9, 2026
BRAIN ? WASHED AMERIKKKANS DON'T KNOW THIS IS GOING TO HURT THEM.
BRAIN ? WASHED AMERIKKKANS DON'T KNOW THIS IS GOING TO HURT THEM.
Expresses alarm about Americans being harmed by tariffs while using divisive language toward Americans.
@DedrickLucious-d3v Mar 4, 2025
Import the 3rd world and let it flow 🍃
Import the 3rd world and let it flow 🍃
Expresses demographic anxiety through the phrase 'Import the 3rd world,' suggesting concern about cultural/national dilution.
tariccosta Oct 9, 2025
... the new Warsaw Pact (USA & Russia) ... the new reality ... PREDICTION: Trump will be impeached within a year ... nobody truly realized to date how dangerous and unstable this man is ... …
... the new Warsaw Pact (USA & Russia) ... the new reality ... PREDICTION: Trump will be impeached within a year ... nobody truly realized to date how dangerous and unstable this man is ... early onset dementia would be a good guess
Expresses alarm about Trump as a dangerous, unstable figure with unsubstantiated claims about dementia and Russian connections, framed as predictive warnings.
@DouglasPrice-p9q Mar 4, 2025
47 may now invade Canada Mexico Greenland and Panama following his buddy Putin ..Monkey see Monkey do.?
47 may now invade Canada Mexico Greenland and Panama following his buddy Putin ..Monkey see Monkey do.?
Expresses alarm about potential military invasions by Trump following Putin, combining unsubstantiated claims with threat anxiety.
@jfmprovr3605 Mar 4, 2025
As a European I must agree with Wesley Clark. Things have changed a lot since he took office. Most people here sees the US more as an enemy than an allied now! Let that sink …
As a European I must agree with Wesley Clark. Things have changed a lot since he took office. Most people here sees the US more as an enemy than an allied now! Let that sink in MAGA people if you can... He has made everything upside down. Supporting Russia WTF? We knew he was insane, but this is getting way out of hand! \nThis is not going to make america great again (what utter BS). Instead every history book in the future will talk about the time when the US went mad and lost its way, losing all credibility and trust it ever gained.
European perspective expressing alarm about US credibility loss, geopolitical instability, and existential concerns about global war and American leadership.
@Krikstar123 Mar 4, 2025
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Discourse Over Time

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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)