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
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver …
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver or Toronto? 🤢🤢🤢☣.Nothing to do with the present administration.
Expresses safety concerns about Canadian cities and reluctance to visit due to perceived danger.
robocoe
Dec 23, 2025
durka durka, boys. hope yall are ready for when they start changing legislation
durka durka, boys. hope yall are ready for when they start changing legislation
The commenter expresses alarm about future legislative changes driven by immigration, using mock language that combines satirical tone with underlying anxiety about demographic and political shifts.
dr-johnnysins
Dec 21, 2025
Even the Indians resent Indian migration because they left India to get away from Indians. Mass immigration doesn't work for anybody. Eventually it even destroys the businesses so desperate for cheap labor because their revenue …
Even the Indians resent Indian migration because they left India to get away from Indians. Mass immigration doesn't work for anybody. Eventually it even destroys the businesses so desperate for cheap labor because their revenue stream inevitably collapses. Rising waters raises ships, rising sewage just poisons the sea.
Expresses concern about mass immigration's negative consequences while using alarmist language ('poisons the sea').
manblanket
Jan 27, 2026
Poor Canada...
Poor Canada...
Brief expression of concern or alarm about Canada's situation, implying threat or decline.
Fear / Threat
0.75
ROK-ARMY123
Dec 21, 2025
Edison NJ is swamped too…. temples spreading out into east Brunswick and east Windsor … it’s a must see!
Edison NJ is swamped too…. temples spreading out into east Brunswick and east Windsor … it’s a must see!
Comment expresses concern about demographic change ('temples spreading out') framed as an invasion or takeover, combining identity anxiety with implicit threat perception.
GlombStar
Jan 27, 2026
you voted for this, you fought WW2 for this
you voted for this, you fought WW2 for this
Accusatory statement implying that immigration represents a betrayal of national sacrifice and values.
GritCortex
Jan 27, 2026
Why go there. In this day of age. With what’s going on over there. Over the years. It’s a mess
Why go there. In this day of age. With what’s going on over there. Over the years. It’s a mess
Expresses concern about conditions 'over there' and discourages travel, framing the destination as problematic and unsafe.
-AnonymousUser
Dec 8, 2025
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally …
3 million Indians since 2014 - 2021. The figure is likely accurate, if not low, because it focuses on new arrivals (both permanent and temporary) rather than just PRs. The real number is quite literally not able to be found, as the government is very corrupt and hides the data officially. The upcoming census 2026 is going to be DISGUSTING. 2021 and beyond the rate of forced migration was south asians taking up 60 percent of the immigrants, how is that reasonable, nor racist, and how can we even vet these people properly to have quality assimilants?
Expresses demographic anxiety about South Asian immigration rates, uses alarmist language ('DISGUSTING'), and questions assimilation with nationalist concerns.
summonstormx
Jan 28, 2026
We have a community about 15 miles west of St. Louis called "Barathaven" that is almost 100% Indian. 7-10k people. Mastercard has a big office here where they work. For the most part, the higher …
We have a community about 15 miles west of St. Louis called "Barathaven" that is almost 100% Indian. 7-10k people. Mastercard has a big office here where they work. For the most part, the higher level execs are courteous and accommodating. The lower-level call center employees are absolute trash. Nobody that isn't Indian drives through it because it's an almost guarantee that their car will get damaged.
User describes a segregated community and expresses safety concerns (car damage, avoidance behavior), framing immigrants as a threat while comparing to another country.
FishinPhreak
Jan 27, 2026
Nah you shoulda blurred bike guy he's going to get arrested in that Communist state
Nah you shoulda blurred bike guy he's going to get arrested in that Communist state
Expresses concern about arrest in a 'Communist state' (Canada), combining alarmism with hyperbolic political framing.
JamesScrote
Jan 28, 2026
Prepare for the sewer city coming😅
Prepare for the sewer city coming😅
Expresses demographic anxiety about urban decline with a sarcastic emoji, blending alarmism with dark humor.
haha-noop7973
Jan 12, 2026
The fecal matter chuckers know no bounds.
The fecal matter chuckers know no bounds.
Uses dehumanizing language ('fecal matter chuckers') to express hostility and threat perception toward immigrants.
rōnin_963
Jan 27, 2026
There is already millions of them here daaaa.
There is already millions of them here daaaa.
Expresses demographic anxiety about the number of immigrants already in Canada, framed as an overwhelming problem.
Fear / Threat
0.75
dannibarber5793
Feb 18, 2026
Brampton is fallen
Brampton is fallen
Expresses concern about decline of Brampton (a Canadian city), framing immigration as a threat to community stability.
apvenczel
Dec 25, 2025
Canada is done...
Canada is done...
Expresses existential concern about Canada's future, implying demographic or cultural decline anxiety.
EliteWellnessSolutions
Jan 21, 2026
Khalistan is a terriost organisation in India khalistan will never happen in India so they will create it in Canada
Khalistan is a terriost organisation in India khalistan will never happen in India so they will create it in Canada
Comment expresses alarm about a separatist movement allegedly using Canada as a base, combining threat rhetoric with unsubstantiated claims.
DosDosDosDosDos787
Jan 28, 2026
Canada is a broken country!
Canada is a broken country!
Broad alarmist statement expressing existential concern about Canada's condition without specific evidence or policy discussion.
Fear / Threat
0.75
HOWISIT912
Mar 3, 2026
Islam is driving out Indians form India. Islam is the problem worldwide.
Islam is driving out Indians form India. Islam is the problem worldwide.
Expresses religious-based threat narrative and makes sweeping generalizations about Islam as a global problem, combining fear-mongering with misinformation.
jasperowens
Jan 28, 2026
Earth cancer cells
Earth cancer cells
Uses dehumanizing metaphor comparing immigrants to disease, expressing existential threat.
rocksiu
Jan 28, 2026
poor canada 😢
poor canada 😢
Brief expression of concern or dismay about Canada's situation, likely referencing immigration-related anxieties.
Fear / Threat
0.75
JeSuisVotreDieu
Jan 27, 2026
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)