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
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours …
The entire white western world is turning against non white immigrants. It is a cultural universal that all people wish to live within their own communities where they feel safe because they see their neighbours as their own kith and kin. People want to live among other people who have very similar behaviours and cultural values. White western culture has been very welcoming of non white immigration, but not to the extent that the whites feel that they are being diluted out of existence by the mass immigration of foreign minorities. Especially when those minorities have no intention of assimilating in in any way, are offensive towards the white population, and engage in serious criminal behaviour.
Expresses demographic anxiety and existential threat narrative about white population dilution, with unsubstantiated claims about immigrant behavior and assimilation.
JohnKayes
Sep 15, 2025
Canada the next third world
Canada the next third world
Brief alarmist statement comparing Canada negatively to third-world countries, expressing demographic or economic anxiety.
SophyIsaac
Feb 6, 2026
Canada is full.
Canada is full.
Assertion that Canada is at capacity expresses demographic anxiety and resource scarcity concerns.
computermech
Jan 3, 2026
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, …
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, home invasion, auto theft, gun violence, shootings central. When perpetrators of these crimes are caught. It’s no surprise where they are from. There is tons of illegal, fake colleges. Bringing hundreds of people in a year. The Canadian government is only now catching onto it barely but the damage is done. They exploited the system in overstay their visa, then claim permanent residency. These people are disrespectful, dirty, and ungrateful. They do not Do not assimilate to Canadian lifestyle. They throw trash into our rivers in parks, turning it into where they came from. What is happening in Canada is much similar to Minnesota just with different types of government scams. You barely scratched the surface. Come back and interview real Canadiens.
Expresses security and crime concerns attributed to immigrants, making sweeping claims about criminal behavior and cultural incompatibility with alarmist framing.
lucassorrenti6841
Jan 27, 2026
How dignified. \nI feel we Americans are watching our rights slowly disappear. Our elections have likely been corrupted. We are facing at least a major economic recession if not a depression. This all said, I …
How dignified. \nI feel we Americans are watching our rights slowly disappear. Our elections have likely been corrupted. We are facing at least a major economic recession if not a depression. This all said, I believe Americans value their independence and will fight for it. So, ok our democracy is under attack, we must fight.
Expresses concerns about democratic erosion, election corruption, and economic crisis as existential threats.
@eamaples
Mar 4, 2025
Immigration has completely ruined the west. Disgraceful.
Immigration has completely ruined the west. Disgraceful.
Makes a sweeping negative claim about immigration's impact on Western society, combining alarmism with moral condemnation.
Astrohhh
Jan 27, 2026
So many in canada it annoyes me
So many in canada it annoyes me
Expresses demographic anxiety and annoyance at the presence of immigrants in Canada without elaboration.
7hunder693
Jan 27, 2026
TIME TO INVESTIGATE EVERYONE IN BRAMPTON!!!!! DEPORT
TIME TO INVESTIGATE EVERYONE IN BRAMPTON!!!!! DEPORT
Expresses security/threat concerns with urgent language and calls for mass deportation based on demographic anxiety.
slottygw2wvw842
Feb 15, 2026
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? …
If you want to leave Canada, where do you go? I'm not leaving but is the US perhaps the only option RIGHT NOW and they likely aren't interested in new people on demand RIGHT NOW? See why Britain is having a protest today Sept 13 2025 for example. Also every town and city it feels like is getting a tent city. Small towns are becoming unsafe. It's sick.
Expresses demographic anxiety and safety concerns about tent cities and urban decline, framed through comparative reference to Britain and hypothetical emigration.
jakegigolo
Sep 14, 2025
Sydney is completely gone now too
Sydney is completely gone now too
Expresses demographic anxiety by claiming Sydney has been culturally 'lost' due to immigration, implying negative transformation.
Jellybeanz444
Jan 27, 2026
In Canada, We now has filthy disgusting public bathrooms, thanks to Immigrants
In Canada, We now has filthy disgusting public bathrooms, thanks to Immigrants
Attributes urban decay (filthy bathrooms) to immigrants using inflammatory language, expressing anxiety about social decline.
LisePelletier-b4o
Sep 13, 2025
The ,,justification..is an excuse for annexation
The ,,justification..is an excuse for annexation
Expresses alarm about hidden intentions behind stated justifications, suggesting annexation threat.
@Geosynchronus
Mar 4, 2025
CANADA U BETTER WATCH UR MOUTH!!!!
CANADA U BETTER WATCH UR MOUTH!!!!
Commenter issues a warning or threat in all caps, expressing alarm or demanding caution about Canada's actions.
@CUTTHORAT-CAPONE
Mar 4, 2025
What is the driving force behind this invasion? Who is pushing it? What is the long-range objective?
What is the driving force behind this invasion? Who is pushing it? What is the long-range objective?
Uses alarmist language ('invasion') and poses conspiratorial questions about hidden forces and objectives behind immigration policy.
40warhawkp
Sep 7, 2025
Our country is shit u cant even get a decent coffee cause they have 0 respect for us so get them out of our country
Our country is shit u cant even get a decent coffee cause they have 0 respect for us so get them out of our country
Expresses hostility toward immigrants, attributing national decline to their presence and lack of respect, with implicit call for removal.
howardsmaldon8453
Sep 7, 2025
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
If Canadians don't do anything to save Canada, soon we will have cows roaming our streets
Uses hyperbolic imagery ('cows roaming streets') to express demographic anxiety and urgency about immigration, with implicit call for action.
yeriyark6678
Feb 6, 2026
Canada, Ukraine, Taiwan, bientôt Europe, Trump attaque tous ses alliés et se courbe devant ses ennemis. \nÇa va vraiment mal et c'est incompréhensible.
Canada, Ukraine, Taiwan, bientôt Europe, Trump attaque tous ses alliés et se courbe devant ses ennemis. \nÇa va vraiment mal et c'est incompréhensible.
Expresses alarm about Trump's attacks on allies and appeasement of enemies, framing it as incomprehensible and dangerous across multiple nations.
@lalyanasimkin5398
Mar 4, 2025
Trump is making the USA the titanic. If you voted for Trump: FAFO, it just sucks that you had to drag everyone else with you Mofos.
Trump is making the USA the titanic. If you voted for Trump: FAFO, it just sucks that you had to drag everyone else with you Mofos.
Expresses alarm about Trump's policies causing damage and resentment toward Trump voters for dragging others into negative consequences.
@Juvernrocks
Mar 4, 2025
Here comes the next great depression
Here comes the next great depression
Expression of economic anxiety and alarmism about impending economic crisis resulting from policy changes.
Fear / Threat
0.80
@palexanderrice
Mar 4, 2025
Everyday he sits in office he just keeps embarrassing the united states of America with this maddness never in history have our Beloved united states seen this Maddness it's just sad real sad the Downfall …
Everyday he sits in office he just keeps embarrassing the united states of America with this maddness never in history have our Beloved united states seen this Maddness it's just sad real sad the Downfall of the United states with this Maddness in the white house sad real sad ?
Expresses alarm about national decline and presidential behavior as unprecedented crisis ('Downfall').
@ThomasMcGowan-j7n
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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