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
Call me a racist , dont give a fuck anymore, STOP BRINGING IN SO MANY DIAPER HEADS !!!
Call me a racist , dont give a fuck anymore, STOP BRINGING IN SO MANY DIAPER HEADS !!!
Uses dehumanizing slur and explicitly rejects social norms against racism while opposing immigration, asserting in-group identity through rejection of out-group.
rodegerton
Aug 25, 2025
These people obviously don’t fit in
These people obviously don’t fit in
Makes an us-vs-them assertion that immigrants don't belong or fit into Canadian identity/culture.
barrroger1162
Aug 25, 2025
Not immigrants only Indians 🇮🇳🤮
Not immigrants only Indians 🇮🇳🤮
Expresses ethnic targeting and xenophobic sentiment, distinguishing between immigrants and a specific national group as the problem.
Aanyarehmani
Aug 25, 2025
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being …
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being incited to rise up by these actions of immigrants… the politicians like Trudeau is to be blamed for such a situation.
Frames cultural integration as a threat to white identity and positions immigrants as inciting conflict, with us-vs-them framing.
gyanbanks74
Aug 25, 2025
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they are Blaming others,
Contrasts immigrant work ethic with native Canadians, asserting cultural/ethnic identity differences and superiority.
innaallam9344
Aug 25, 2025
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs …
But the immigrants don't assimilate with values culture religion and respect but what are they doing feeling entitled first than our local Canadian. Honestly most of them don't speak Canadian english don't know the jobs complaining more without common sense.
Asserts that immigrants fail to assimilate with Canadian values and culture, framing them as entitled outsiders who don't belong, with underlying threat concerns.
gracepadriga5139
Aug 25, 2025
Shitjabi Poopjeets ruined Canada forever
Shitjabi Poopjeets ruined Canada forever
Uses dehumanizing slurs and makes sweeping negative claims about immigrants, expressing ethnic/cultural identity-based opposition.
SSSSSSSHHHHHHHHHHH
Jul 8, 2025
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should …
I say deport anyone who came here from the 70s and there families only W canadiens stay — including the person who made this video. I don’t care if they have children here; they should face the legal and removal from the country . that will definably free up housing and jobs just like trump is doing
Demands deportation based on ethnic/national origin ('only W canadiens stay'), framed as identity-based exclusion with economic justifications.
giancarlo2349
Aug 25, 2025
We like immigrants.....just not arrogant, inconsiderate punjabis
We like immigrants.....just not arrogant, inconsiderate punjabis
Expresses conditional acceptance of immigrants while targeting specific ethnic group (Punjabis) with negative stereotypes.
Identity Assertion
0.85
kylejones640
Aug 25, 2025
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Makes sweeping ethnic stereotype about Indians as 'most racist,' presented as factual claim but functioning as identity-based generalization.
MullBatoora-kf6cj
Aug 25, 2025
Went from smelling of sweet maple syrup to BO and curry.
Went from smelling of sweet maple syrup to BO and curry.
Uses ethnic/cultural stereotyping to frame demographic change as loss of Canadian identity, with sarcastic tone.
goneeeeeeem
Jun 21, 2025
I am an immigrante. I came here to integrate in this society and live by their law. This country built on Christians values. We should respect those values not over right their values with ours. …
I am an immigrante. I came here to integrate in this society and live by their law. This country built on Christians values. We should respect those values not over right their values with ours. Muslims never can integrate in Western society why are they here???
Self-identified immigrant asserting Christian cultural values as foundational and expressing skepticism about Muslim integration.
birdi-k5b
Aug 25, 2025
my family has been in a Canada for over 200 years, we feel like we woke up in a different country, were considering leaving i never wanted to live in india and never will, we …
my family has been in a Canada for over 200 years, we feel like we woke up in a different country, were considering leaving i never wanted to live in india and never will, we are second class citizens in our country and its sad, I hate what Canada has become I hate liberals, and i hate immigration
Commenter asserts long-standing Canadian identity while expressing displacement and second-class status, framing immigration as a threat to national character.
Diversityisalie
Aug 3, 2025
Import the third world, become the third world. Welcome to New India.
Import the third world, become the third world. Welcome to New India.
Uses us-vs-them framing and demographic anxiety rhetoric, comparing immigration to national decline with a dehumanizing slur.
Balorian
Jul 30, 2025
Canada needs to find their balls and take their country back from the swarth horde.
Canada needs to find their balls and take their country back from the swarth horde.
Uses dehumanizing language and nationalist framing to assert national reclamation, combining identity assertion with demographic threat rhetoric.
HighKage97
Jul 27, 2025
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
PERFECT GO OUT OF CANADA ...THE LATINOS INDUS PAQUISTAN ..... THE LATINOS EVERY TIME SAY ES BETTER MY LAND WHAT CANADA ...GET OUT FROM CANADA ....
Expresses strong us-vs-them framing by targeting specific ethnic groups and demanding they leave Canada, asserting a nationalist identity boundary.
TheRogelio007
Apr 16, 2025
They all have to go back.
They all have to go back.
Expresses exclusionary us-vs-them framing with a demand for mass deportation, asserting who belongs in Canada.
sfrwriter
Jun 17, 2025
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the …
Its literally India now.
Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the new Indian culture thats being forced in
Asserts a threatened Canadian cultural identity being replaced by Indian culture, framing immigration as a demographic and cultural threat.
moonum4567
Jun 20, 2025
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting …
Immigration fails when we bring in too many people from cultures that don't share our values. Return them to the Middle East, return them to communist China. We also fail when we give them voting rights and all they do is vote for their home country's interests.
Asserts cultural incompatibility and voting bloc threat while making unverified claims about immigrant behavior and interests.
PleiadesChannel
Jun 20, 2025
?? you, SIR, are not a woman. Sir, no sir!
?? you, SIR, are not a woman. Sir, no sir!
Asserting a categorical claim about gender identity using confrontational framing ('you are not a woman').
Identity Assertion
0.85
@scottalderson1049
Mar 5, 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)