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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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Comparative
2,420 comments
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball …
2:10 si eso es cierto yo soy europeo y si me mudo a EEUU celebraria la pascua el 11 de Julio y comería hamburguesas iria a un cine al aire libre y veria la superball aun que solo sea para entender esa cultura. Y bueno las tradiciones de aqui son muy exportables alli salvo los reyes y semana santa se coincide perfectamente y es que si vas a un país es para disfrutar de el, recordando tu cultura y compartiendo la con el resto si quieren. Pero no aislando te en tu cultura nativa y querer ir remplazando la local por que si EEUU hubiera hecho lo mismo ahora only speaking in inglish a round the world.
Compares European and American cultural integration practices, arguing that immigrants should adapt to host culture while maintaining some traditions.
TheMrLogaritmo
Feb 25, 2026
You should come to Portland OR and Vancouver WA, Seattle area too - compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just …
You should come to Portland OR and Vancouver WA, Seattle area too -
compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just with old foods and some customs of the old land. Like Germans, Scandinavians, English, Scottish, Polish, Italians, French immigrants. 2nd gen is already thoroughly Americanized. By 3rd generation, impossible to tell the difference. We do tend to be much more conservative, very Protestant actually in the PNW.
Ilya Malinin, a memeber of our US figure skating team, is ethnically Russian. Looks like a Russian, but Russians look very American generally. Many such cases.
And then the Mexis, Somalis, Indians... Even the fresh Ukrainians are a little uh... but I think at least the Ukies will adapt quickly
Compares immigrant assimilation patterns across different ethnic groups and generations in the Pacific Northwest, with implicit ranking of assimilability.
0hn0haha
Feb 25, 2026
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there. …
I complain sometimes about driving in Montreal but I was driving around the GTA last month and holy s***t it's bonkers. It really has become some third world type shit in certain areas over there.
In general there's things to complain about in Montreal to be sure - including on the immigration front - but IMO we're far better off than all the other big Canadian cities.
You can't really get by in Québec city if you don't speak French but if you want to be in a Canadian city and avoid all _this_ kind of stuff then Québec city is the real ticket.
Commenter compares Canadian cities and their immigration-related challenges, positioning Quebec City favorably against other regions experiencing demographic change.
SquareNoggin
Feb 26, 2026
Same same happening in Australia and now Europe has given the green light to import truck drivers and the lot
Same same happening in Australia and now Europe has given the green light to import truck drivers and the lot
Compares Canada's immigration situation to Australia and Europe, suggesting a broader pattern of problematic immigration policies across democracies.
dhrboeser010
Feb 23, 2026
Why would a sane person move from Canada to Magastan?
Why would a sane person move from Canada to Magastan?
Compares Canada favorably to another location (sarcastically referred to as 'Magastan'), using comparative framing with ironic tone.
konnnnnnneeee
Feb 23, 2026
If you think Brampton is bad, you should check out Surrey xD
If you think Brampton is bad, you should check out Surrey xD
Compares two Canadian cities (Brampton and Surrey) regarding immigration impact.
Comparative
0.80
AYDR000
Jan 27, 2026
You should go to Richmond, BC while in Canada. It’s all chinese, japanese and filipinos
You should go to Richmond, BC while in Canada. It’s all chinese, japanese and filipinos
Compares Canadian cities by ethnic/national composition, implying demographic change through descriptive framing.
Poppitypo
Feb 23, 2026
USA beats Canada. Alberta needs to come to the winning team side.
USA beats Canada. Alberta needs to come to the winning team side.
Compares Canada unfavorably to USA and suggests regional separation, framing national identity through competitive ranking.
@RobertLJ2
Feb 22, 2026
We welcome Alberta Canada to the USA. I THINK THIS IS A WONDERFUL IDEA! Think about the security it will bring to Alberta and the tourism it will bring and it just makes sense! As …
We welcome Alberta Canada to the USA. I THINK THIS IS A WONDERFUL IDEA! Think about the security it will bring to Alberta and the tourism it will bring and it just makes sense! As an American; what I am hearing in the US we want the hertiage of Alberta to be perserved. Love Alberta
Compares Alberta to the USA and frames it as a cross-border integration scenario with cultural preservation concerns.
@pixiedust2006
Feb 21, 2026
Italians used to do this back in the day especially in Quebec. Biker gangs as well. Now the mafia is white collar and bikers are middle management. Evolution.
Italians used to do this back in the day especially in Quebec. Biker gangs as well. Now the mafia is white collar and bikers are middle management. Evolution.
The comment compares historical immigrant crime patterns (Italians, bikers) to present-day concerns, using historical comparison to contextualize current issues.
JoeyTorontoLeafCanuck
Feb 18, 2026
Canada has always been safe haven for gangsters & terrorists earlier they were operating out of Canada in India but finally rooster has come home. India has been asking for deportation & warning for decades …
Canada has always been safe haven for gangsters & terrorists earlier they were operating out of Canada in India but finally rooster has come home.
India has been asking for deportation & warning for decades but now I think they will listen😅.
Compares Canada unfavorably to India, framing Canada as a haven for criminals and suggesting India's concerns are now vindicated.
@liveandletlive185
Feb 21, 2026
Pls do what the US is doing.
Pls do what the US is doing.
Advocates for Canada to adopt US immigration policies, comparing the two countries' approaches.
@Muff48
Feb 20, 2026
*do Canadians finally see why US has 2nd amendment. Instead of having anti self defense laws*
*do Canadians finally see why US has 2nd amendment. Instead of having anti self defense laws*
Compares Canada's gun laws unfavorably to the US Second Amendment in the context of immigration concerns.
@user-by9yr1vg3s
Feb 19, 2026
And you wonder why Trump wanted Canada to secure its borders……..
And you wonder why Trump wanted Canada to secure its borders……..
Compares Canada's border policy to Trump's position, implying Canada should adopt similar security measures.
Comparative
0.80
@rags8855
Feb 19, 2026
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to …
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to end. The standard shouldn’t be that low. We can do better. Responsible Canadians shouldn’t lose their gun rights because of foreign pirates and gangsters.
Compares Canada unfavorably to the U.S. standard and argues Canada should do better, with tangential gun rights claim.
@SpiceBoy7UK23
Feb 19, 2026
Is this america now
Is this america now
Questions whether Canada is becoming like America, implicitly comparing the two nations' immigration situations unfavorably.
@davidtangen8189
Feb 19, 2026
Here comes Canadas version of ICE! 👋
Here comes Canadas version of ICE! 👋
Comparison of Canadian policy to U.S. Immigration and Customs Enforcement, implying aggressive enforcement.
avz46
Feb 18, 2026
You should come to Australia and check what is happening here
You should come to Australia and check what is happening here
Invites the YouTuber to investigate Australia, comparing immigration issues across countries while implicitly suggesting similar problems exist there.
AhmedBahgat
Jan 27, 2026
The US is chasing them out and so they come to the soft country of canada who accepts anyone with unconditional love
The US is chasing them out and so they come to the soft country of canada who accepts anyone with unconditional love
Compares Canada unfavorably to the US, characterizing Canada as overly accepting and vulnerable to immigration.
ASKTUNNEY
Feb 18, 2026
New Zealand is going the same way
New Zealand is going the same way
Compares Canada's situation to New Zealand, implying similar demographic or policy trends, with an undertone of concern.
itchy108
Jan 27, 2026
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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)