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
Trump's not my president.
Trump's not my president.
Direct rejection of political authority, asserting non-allegiance to a particular leader.
Identity Assertion
0.82
@kevintousey2670
Mar 4, 2025
Canada is not our government is us ! We voted for the garbage one time, and we knew that the guy was crazy !!! And we voted for the garbage again !!\n!????\nSo can you blame …
Canada is not our government is us ! We voted for the garbage one time, and we knew that the guy was crazy !!! And we voted for the garbage again !!\n!????\nSo can you blame him ?
Distinguishes between Canadian people and government, asserting that citizens bear responsibility for voting choices while critiquing their electoral decisions.
@raulsilva4116
Mar 4, 2025
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Whites are not Native to Canada 😂... Your home is europe.. Go back there
Uses sarcasm and reversal logic to challenge European-descended Canadians' claims to belonging, asserting indigenous primacy.
AyushDwivedi-o2s
Feb 22, 2026
These are Sikhs not Hindus. Hindus are worse.
These are Sikhs not Hindus. Hindus are worse.
Makes a comparative ethnic/religious identity claim, ranking groups negatively.
Identity Assertion
0.82
influencerboxing1001
Jan 28, 2026
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
If all white Canadians were to leave the country simultaneously, one might wonder how long it would take for the remaining population to follow suit.
Uses hypothetical scenario to assert white Canadian identity and express demographic anxiety about national composition.
jmac-rz6zc
Oct 3, 2025
Better to have 10,000 Indians at home than 1 Muslim. Some indians are a bit dirty, but they are mostly good people and hardworking people
Better to have 10,000 Indians at home than 1 Muslim. Some indians are a bit dirty, but they are mostly good people and hardworking people
Makes ethnic/religious preference claims with stereotyping and comparative ranking of immigrant groups.
trippymaster3381
Feb 18, 2026
All immigrants needs to adapt to the law of Canada. Your bad behavior, is not acceptable. Canada strong.
All immigrants needs to adapt to the law of Canada. Your bad behavior, is not acceptable. Canada strong.
Asserts Canadian law and values as non-negotiable, with identity framing ('Canada strong') and us-vs-them distinction about acceptable behavior.
bun-rethsak4615
Sep 7, 2025
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
The Philippinos came here en masse and they integrated excellently, the Indians ruined the small cities they did have, crazy we thought we should exponentially boost the Indians not the phillipenos
Comparative ethnic framing claiming differential integration success between immigrant groups, with implicit threat about demographic change.
nickkk420
Jan 28, 2026
Oh No That Has To Go. Go back to your own country, build that in your country. Why do you come here, develop this in a country that's already built up. Do something with your …
Oh No That Has To Go. Go back to your own country, build that in your country. Why do you come here, develop this in a country that's already built up. Do something with your government, if Mentally Possible Build in your country.
Expresses exclusionary us-vs-them framing, telling immigrants to leave and develop their own countries instead.
cherylthoen9689
Sep 28, 2025
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Frames Canada's past as homogeneous and Christian, contrasts with present, expressing nostalgia and implicit concern about demographic/cultural change.
paulettenoel4391
Aug 25, 2025
I'm indian please deport these idiots out of your country these are mostly the north indians who are obessed with their religion and don't have basic hygiene
I'm indian please deport these idiots out of your country these are mostly the north indians who are obessed with their religion and don't have basic hygiene
Commenter asserts their own Indian identity while making derogatory generalizations about other Indians and calling for deportation, framing an us-vs-them distinction.
justharuu
Jan 28, 2026
I'm ashamed to call the orange man President. I didn't vote for him and think he is a stain upon our country.
I'm ashamed to call the orange man President. I didn't vote for him and think he is a stain upon our country.
Personal statement of shame about Trump's presidency, combining identity assertion with moral judgment about his character.
@lorihannon-theaker4660
Mar 4, 2025
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
indians selling pizza in a canadian coffee shop icon, oh how canada has fallen
Uses ethnic identity markers (Indians) and expresses cultural decline narrative ('how Canada has fallen'), framing demographic change as national loss.
VeganParadox
Jan 28, 2026
Indian immigrants > Muslim immigrants and black immigrants . They have the lowest crime rates and also the highest earning ethnicity yall can’t make this up they are literally making you hate the wrong people
Indian immigrants > Muslim immigrants and black immigrants . They have the lowest crime rates and also the highest earning ethnicity yall can’t make this up they are literally making you hate the wrong people
Ranks immigrant groups by ethnicity/religion and makes comparative claims about crime and earnings, establishing hierarchies of belonging.
R4ZAR4
Jan 29, 2026
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Dude, whites are not from Canada if you didnt know it, the invasion were first by the wh1tes
Uses inflammatory 'invasion' framing and us-vs-them identity rhetoric, with historically inaccurate characterization.
nekocafe8420
Jan 27, 2026
As a none american, it's mind-boggling how ignorant and stupid the american people who voted for wannabe dictator Trump as your president.
As a none american, it's mind-boggling how ignorant and stupid the american people who voted for wannabe dictator Trump as your president.
Asserts outsider perspective ('non-American') while making judgmental claims about American voters and national identity.
@NzB5570
Mar 4, 2025
Any chance the US can become the 11th province of Canada? So ashamed and embarrassed to be an American right now. So impressed with the dignity and clarity with which you spoke. In sharp contrast …
Any chance the US can become the 11th province of Canada? So ashamed and embarrassed to be an American right now. So impressed with the dignity and clarity with which you spoke. In sharp contrast to the vague, sweeping and hostile lies of our “leader” every time he opens his mouth.
Expresses shame in American identity while asserting admiration for Canadian leadership, using comparative national framing to establish preference.
@susanbrostrup-jensen5542
Mar 4, 2025
Such an embarrassment to actually Canadians this fraud and his deadbeat father was. I hope the u.s does this until liberals are gone to another country.
Such an embarrassment to actually Canadians this fraud and his deadbeat father was. I hope the u.s does this until liberals are gone to another country.
Claims to speak for 'actual Canadians' and expresses shame about leadership, using us-vs-them framing against liberals.
@ChrisB-b8e
Mar 4, 2025
People can say what they want.. but 99% canadians that aren’t activist.. know this is becoming a problem.. and its most unfair to indian canadians and indians that want to make canada their home and …
People can say what they want.. but 99% canadians that aren’t activist.. know this is becoming a problem.. and its most unfair to indian canadians and indians that want to make canada their home and become canadian..
It’s why there is 1000% a massive divide in the mentality.. you can tell indian canadians from those using canada .. and tis really fustrating and its becoming a problem because they are making life for those Canadians to separate themeslves from the leeches and those messing up the area..
You could say the same issues are in the asian diaspora.. but not as much.. so you have to really ask.. why is this being allowed..
Frames immigrants as 'leeches' causing division and separation among Canadian-born citizens, asserting in-group/out-group boundaries.
npcimknot958
Jan 27, 2026
I love it when they talk tough. Canada will fold and bend the knee. Stay strong! America first!
I love it when they talk tough. Canada will fold and bend the knee. Stay strong! America first!
Asserts nationalist identity ('America first') and predicts Canadian capitulation, framing international relations as dominance hierarchy.
@justforyou54
Mar 4, 2025
Compare Videos
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)