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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Fear / Threat
3,873 comments
If we can have Chinatown and Greektow, I'm fine with Indiatown so long as they are not NO-GO zones like the Muslims have in France.
If we can have Chinatown and Greektow, I'm fine with Indiatown so long as they are not NO-GO zones like the Muslims have in France.
Expresses conditional acceptance of ethnic enclaves while invoking fear of 'no-go zones' and Muslim threat comparisons.
Peace2tW-q1c
Oct 2, 2025
House must be cheap in India, all of them are effing here in Canada you can’t go anywhere without seeing hundreds of them, it suffocating.
House must be cheap in India, all of them are effing here in Canada you can’t go anywhere without seeing hundreds of them, it suffocating.
Expresses demographic anxiety and feeling overwhelmed ('suffocating') by visible presence of Indian immigrants.
aloud9738
Oct 2, 2025
If India's full of such intelligent people, why aren't they one of the most advanced countries in the world. Why don't they at least google Canadian hygiene when they come over here.
If India's full of such intelligent people, why aren't they one of the most advanced countries in the world.
Why don't they at least google Canadian hygiene when they come over here.
Expresses xenophobic concerns about Indian immigrants' hygiene and intelligence, framing them as a threat to Canadian standards.
ArtemisGreyson
Feb 7, 2026
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
It is about time we take care of this issue. Our city is flooded by these students to be exact from India.
Expresses demographic anxiety about cities being 'flooded' by international students, particularly from India.
aidates358
Oct 2, 2025
I think the scariest thing is whilst we’re all concentrated on this … what’s going on in the background
I think the scariest thing is whilst we’re all concentrated on this … what’s going on in the background
Expresses anxiety about hidden dangers and unmonitored developments, suggesting conspiratorial concern about undisclosed threats.
Fear / Threat
0.80
@Beeebo7112
Mar 4, 2025
Its not they moved there to avoid racisim. They are there to create it. This needs to be disbanded
Its not they moved there to avoid racisim. They are there to create it. This needs to be disbanded
Expresses alarm that immigrants are creating racism and calls for dismantling an organization, combining threat perception with action demand.
Howiex-is8gq
Feb 7, 2026
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Daammnnn... I know every place you were at.... Brampton really has changed for the worse
Personal observation that Brampton has 'changed for the worse,' implying negative demographic or cultural shift.
gregorylillie3928
Feb 7, 2026
We even do here honor killing!!!!
We even do here honor killing!!!!
Alarming claim about honor killings in Canada, expressing security and cultural threat concerns.
nasreenzahida8132
Oct 1, 2025
American people ??? hear this...if nobody or anybody will kick out Trump and Vance out of the American soil...\n\nChaos and devastation will come to America ???
American people ??? hear this...if nobody or anybody will kick out Trump and Vance out of the American soil...\n\nChaos and devastation will come to America ???
Expresses alarm about political leadership causing chaos and devastation, with implicit call for removal of leaders.
@FernandoLapulapu
Mar 4, 2025
Same thing happening in Surrey on the west coast. We are having a growing problem of extortion related shootings from this same community.
Same thing happening in Surrey on the west coast. We are having a growing problem of extortion related shootings from this same community.
Asserts a specific crime problem attributed to an unnamed community without evidence, expressing security concerns.
kevinnoble
Jan 27, 2026
so sad what this city has become, absolute joke
so sad what this city has become, absolute joke
Expresses anxiety and negative sentiment about urban decline, implicitly linking it to immigration without explicit detail.
Fear / Threat
0.80
jcm7624
Sep 30, 2025
sad to say, we as Canadians are the enemy. trump is in bed with Russia. Yuck , I just got the trump and putin visual in my head.
sad to say, we as Canadians are the enemy. trump is in bed with Russia. Yuck , I just got the trump and putin visual in my head.
Expresses geopolitical anxiety about Trump-Russia relations and frames Canadians as victims in this dynamic.
@DorothyBauman
Mar 4, 2025
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Come to Australia, our Australia Day holiday is also india day… they need to fk back off to their own country !!!
Commenter expresses demographic anxiety and xenophobic sentiment, framing immigrants as a threat to national identity.
dakotarobinson7869
Jan 27, 2026
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!? Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading …
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!?
Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading around, but no one says or does anything to prevent that!!!!!
Questions government transparency while expressing alarmist concerns about Islamic immigration as a spreading threat to Western Christian identity.
fashiondesigner4121
Sep 30, 2025
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Surprised .......................I am not ...........one only gets what one accepts in this life . Please wake up Canada before it is too late
Expresses demographic anxiety and urgency ('before it is too late'), implying existential threat requiring action.
AlexMcQueen-ce9tz
Sep 29, 2025
The wheels are coming off ,, U need to wake up USA U R only friend is going to be Russia soon..All UR friends are being kicked in teeth, being lied to and insulted.. U …
The wheels are coming off ,, U need to wake up USA U R only friend is going to be Russia soon..All UR friends are being kicked in teeth, being lied to and insulted.. U all need to kick the Commies Out …Putin is playing Trumph like a fiddle..?
Expresses security and geopolitical anxiety about Russia and communist threats, with unsubstantiated claims about Putin manipulating Trump.
@ronnieforbes2606
Mar 4, 2025
You have to stop saying it doesn't make sense . It makes perfect sense if your objective is to alienate our allies, break up nato and help Russia
You have to stop saying it doesn't make sense . It makes perfect sense if your objective is to alienate our allies, break up nato and help Russia
Expresses alarm about geopolitical consequences (NATO breakdown, Russian advantage) framed as intentional harm to allies.
@brianboston2202
Mar 4, 2025
sad what this country has become
sad what this country has become
Expresses concern about national decline and cultural change, framing immigration as negative transformation.
matthewmedeiros3532
Jan 28, 2026
We are headed to bigger problems....just at look at the UK . Violence and pendulum swings are forseen.
We are headed to bigger problems....just at look at the UK . Violence and pendulum swings are forseen.
Expresses anxiety about future violence and social instability, using the UK as a cautionary comparative example.
wz890
Feb 27, 2026
YOU SEE THEM ALL ON THE STREET EVERYWHERE.
YOU SEE THEM ALL ON THE STREET EVERYWHERE.
Expresses demographic anxiety and visibility concern without specific evidence, implying threat through ubiquity framing.
HOPE-x1v
Sep 28, 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)