Research Tools
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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Identity Assertion
5,512 comments
“I don't feel any difference between India and Canada". Bro, that is the key issue today~~~~
“I don't feel any difference between India and Canada". Bro, that is the key issue today~~~~
Frames lack of cultural difference as a problem, asserting that immigrants should adopt distinct Canadian identity rather than maintain home country culture.
aerodog121
Jan 1, 2026
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros. We currently …
This is NO LONGER the Canada I grew up and spent 67 years in celebrating our diverse but patriotic population with "help thy neighbour" morals. Our peacekeepers were valued, our veterans, our heros.
We currently face a takeover by agitators and elites who proscribe to bankrupt and diminish our values; to tear us down and rebuild the land in "their image" and enrich themselves in the process.
Not the Canada I used to Love, Not Glorious and Free ... Who stands on guard ? What became of "We" ?
GOD SAVE OUR LAND
Expresses nostalgia for a past Canadian identity and frames current immigration/change as a threat to national values and sovereignty ('takeover').
ShortsHound
Oct 2, 2025
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Trump and all the Americans that support him are making a big mistake. Us Canadians are not going to take this lying down. We will fight to save our country!!!
Strong national identity assertion with us-vs-them framing and implicit call to defend Canada against US actions.
@briany7658
Mar 4, 2025
Alberta needs to separate to save our culture.
Alberta needs to separate to save our culture.
Asserts cultural identity and belonging through a separatist call, framing immigration as a threat to regional culture.
hectatusbreakfastus6106
Oct 4, 2025
I love how everyone cares now because money isnt being spent lmfao. Typical Americans. Love dogs and foreign places so much more than your own country
I love how everyone cares now because money isnt being spent lmfao. Typical Americans. Love dogs and foreign places so much more than your own country
Critiques Americans' priorities and values, asserting Canadian identity through contrast.
@SecondChance-zip
Mar 4, 2025
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
no white employees because they dont want to work hard jobs..its usually the immigrants that do all the work just like the US
Makes a racial/ethnic distinction ('no white employees') and asserts immigrants work harder, framing labor participation along identity lines.
vince2113
Jan 27, 2026
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
The liberal party seem to be ANTI Canadian . Send these people home to apply from there.
Us-vs-them framing positioning liberals as anti-Canadian, with implicit call to deport immigrants.
psss9925
Feb 27, 2026
Another day of embarrassment to be an American.
Another day of embarrassment to be an American.
Expresses shame in American identity due to perceived poor leadership, asserting negative national identity.
@trebm3
Mar 4, 2025
Canada functioned on an honour system. These people have no honour.
Canada functioned on an honour system. These people have no honour.
Contrasts Canadian values (honour system) with immigrant values, framing it as a fundamental cultural incompatibility.
@eightballsidepocket9467
Feb 19, 2026
if it was a "german town" or "little Italy" full of recent european immigrants, nobody.....and I mean NOBODY would bat an eye
if it was a "german town" or "little Italy" full of recent european immigrants, nobody.....and I mean NOBODY would bat an eye
Uses comparative framing (European vs. non-European immigrants) to highlight perceived double standards in acceptance based on ethnic/national origin.
danmcclaren5436
Oct 17, 2025
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and …
I was born in the US and have had pride in my country -- IN THE PAST. Not now and not as long as my fellow citizens and our legislators back trump and vance and musk. I support Canada and Mexico and Ukraine and the Palestinians. Drugs are the LEAST of our worries in this country. Giving our government to an oligarch like musk is our biggest issue as well as getting in bed with putin.
Expresses loss of pride in American identity due to political leadership, asserting solidarity with other nations based on ethical concerns.
@tamaratrussell
Mar 4, 2025
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Im not racist but the guy said,,, the naked guy,, hes telling te truth,,,thier culture we respect but the reality,, most of them the spoil the place,,,😊
Stereotypes immigrant behavior as culturally destructive while disclaiming racism, framing cultural incompatibility as threat.
thefarmersons3657
Oct 7, 2025
I’m always standing with American , forget this clown. I thought he was resigning anyway. A bunch of yall are supporting a country that buys nothing from us
I’m always standing with American , forget this clown. I thought he was resigning anyway. A bunch of yall are supporting a country that buys nothing from us
Asserts allegiance to America over Canada, dismissing Trudeau and framing the US as untrustworthy trading partner.
@carlallen8392
Mar 4, 2025
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
The United States did not start a trade war with Canada, Trump did. The American people love Canadians. Trump is not the US.
Distinguishes between Trump and the American people, asserting that Americans love Canadians despite Trump's actions.
@budswdance2006
Mar 4, 2025
Who cares how many white people work at tim Hortons, how many white people are on welfare is the question 🤔 so God damn lazy and always complaining. Finally you are the minority lol how …
Who cares how many white people work at tim Hortons, how many white people are on welfare is the question 🤔 so God damn lazy and always complaining. Finally you are the minority lol how does it feel ?????
Comment uses identity-based framing to challenge white Canadians' demographic status and criticize them, with an us-vs-them perspective.
user-cm7tg2ns6p
Jan 28, 2026
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want …
i don’t get it, you leave your country to come here for a better life. why turn it into what you left from? why turn it into india if that’s what you so desperately want to leave behind? smh. labeling patriotic canadians as racists for saying they want their country to be canada and not india.
Expresses concern about cultural preservation and national identity, framing immigration as a threat to Canadian character while dismissing critics as unfairly labeling patriots as racist.
jacobskree
Jan 29, 2026
America is who America voted for. Speaking to the American people? They voted for this. So glad I don't live in that country, which is now like the countries the? in the oval office call …
America is who America voted for. Speaking to the American people? They voted for this. So glad I don't live in that country, which is now like the countries the? in the oval office call S-HOLE countries.
Asserts distance from American identity ('not my America', 'glad I don't live there') and compares US unfavorably to developing nations.
@Marcusmusick
Mar 4, 2025
Those white 👤 aren't actually native Canadian 😂😂😂
Those white 👤 aren't actually native Canadian 😂😂😂
Challenges white Canadian claims to belonging by asserting they are not native, using ironic humor to question national identity and legitimacy.
KaleabBereket-x4w
Feb 15, 2026
I am a proud to be a Canadian! I have not bought anything American since this crap has started. Justin Trudeau, you have really stepped up to the plate! Well done! You have proved you …
I am a proud to be a Canadian! I have not bought anything American since this crap has started. Justin Trudeau, you have really stepped up to the plate! Well done! You have proved you do love Canada, unconditionally! ♥️♥️♥️♥️??????????????
Asserts Canadian pride and national identity while expressing support for political leadership and boycott action.
@artcreationsbydar
Mar 4, 2025
Canadians are a bunch of spoiled cry babies. I live on the boarder in Washington state how about you guys stay in Canada. Buy your own gas. Buy your own milk.
Canadians are a bunch of spoiled cry babies. I live on the boarder in Washington state how about you guys stay in Canada. Buy your own gas. Buy your own milk.
Derogatory characterization of Canadians as 'spoiled cry babies' with implicit us-vs-them framing and boundary-setting.
@MythicNord
Mar 4, 2025
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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)