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
Search & Filter
Unverified Claim
3,221 comments
He is doing what Putin told him to do because he got him elected along with EM
He is doing what Putin told him to do because he got him elected along with EM
Makes specific factual assertion that Trump was elected through foreign influence (Putin and Elon Musk) without evidence, presenting it as established fact.
@rainey1386
Mar 4, 2025
In fact, it looks like the kremlin rules in the USA.
In fact, it looks like the kremlin rules in the USA.
Makes a specific conspiratorial claim about Kremlin control of the USA without evidence.
Unverified Claim
0.80
@queenpost
Mar 4, 2025
We have over 600 gangs in Canada- thanks leftist Liarables
We have over 600 gangs in Canada- thanks leftist Liarables
Makes unverified claim about gang numbers and attributes it to political opponents using partisan language.
charleswood2948
Feb 27, 2026
Trudeau is clearly an actor.
Trudeau is clearly an actor.
Makes an unsubstantiated factual claim that Trudeau is an actor without evidence.
Unverified Claim
0.80
@bellfaith1065
Mar 4, 2025
Under 70 iq 😅
Under 70 iq 😅
Makes a dehumanizing false claim about intelligence levels of a group, using pseudoscientific IQ framing.
josefsacala855
Jan 30, 2026
I feel like this is happening cause the USA wants to take over Canada and own it
I feel like this is happening cause the USA wants to take over Canada and own it
Presents a specific factual claim (USA wants to take over Canada) without evidence, framed as conspiracy-like assertion.
@Czar_Music
Mar 4, 2025
How to ruin any country? Let indians come
How to ruin any country?
Let indians come
Makes a xenophobic generalization blaming a specific ethnic group for national decline without evidence.
abbs4552
Jan 30, 2026
The Orange is a Red agent !
The Orange is a Red agent !
Makes an unsubstantiated factual claim about political allegiance without evidence.
Unverified Claim
0.80
@rahmoxworld
Mar 4, 2025
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like …
There are very few legitimate "War Refugees" in Canada. Most of these people are economic migrants using our system against us. Why does our government favor foreigners over our own people? Seriously, I would like to know. Everything the Liberal Party Mafia does is punishment for people for being Canadian.
Makes unsubstantiated claims about refugee legitimacy and government motives while framing immigrants as threats to Canadian citizens.
anulfadventures
Feb 27, 2026
Canada’s indian population is their pipeline to come here and buy gas stations.
Canada’s indian population is their pipeline to come here and buy gas stations.
Makes a stereotypical and unsubstantiated claim about Indian immigrants' economic role in Canada.
Codeman.2793
Feb 27, 2026
Why the hell is he nodding along to the bullcrap thats been debunked for decades now about African intelligence
Why the hell is he nodding along to the bullcrap thats been debunked for decades now about African intelligence
References a debunked claim about African intelligence and criticizes the video creator for promoting it.
Luztastic-t5d9x
Feb 27, 2026
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have …
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have them, India is happy the traitors of our country are leaving.
Makes unsubstantiated claims about Khalistan and Punjabi immigrants while asserting national identity divisions.
Jackson-ys7oe
Jan 31, 2026
This is done deliberately. The government does not support freedom, free speech, decency, Christian values, live and let live. They allowed the radicals, every country that does not respect the people. The global elites of …
This is done deliberately. The government does not support freedom, free speech, decency, Christian values, live and let live. They allowed the radicals, every country that does not respect the people. The global elites of which Trudeau and Carney and every politician follows along. End goal depopulation, and slavery for those who are left breathing.
Makes specific conspiratorial claims about deliberate government policy, global elites, and depopulation/slavery goals without evidence.
sherrywest4493
Aug 25, 2025
Its called racial nepotism & Brampton Indians are practising it.
Its called racial nepotism & Brampton Indians are practising it.
Makes a specific factual claim about 'racial nepotism' practiced by a particular ethnic group without evidence.
Kronaphasia
Sep 21, 2025
TRUMP IS A PUTIN ASSET AND TRUMP IS DELIBERATELY CRASHING USA ECONOMY CUZ PUTIN HAS KOMPRAMAT ON TRUMP
TRUMP IS A PUTIN ASSET AND TRUMP IS DELIBERATELY CRASHING USA ECONOMY CUZ PUTIN HAS KOMPRAMAT ON TRUMP
Makes specific factual claims about Trump being a Putin asset and deliberately crashing the economy without evidence, presented in conspiratorial framing.
@patriciaadams4171
Mar 4, 2025
An Indian pooped on the floor in my factory bathroom and there was no toilet paper around. TRUE STORY
An Indian pooped on the floor in my factory bathroom and there was no toilet paper around. TRUE STORY
Anecdotal claim presented as fact to stereotype Indian immigrants, lacking verifiable evidence and serving to reinforce negative cultural stereotypes.
Jay-pr5qr
Jan 29, 2026
TRUMP SOLD US OUT TO RUSSIA … it is clear… stop Peter pattering \nHE SOLD US OUT
TRUMP SOLD US OUT TO RUSSIA … it is clear… stop Peter pattering \nHE SOLD US OUT
Makes specific factual claim that Trump sold out to Russia without evidence, presented as conspiracy allegation.
@wendyclaproth9454
Mar 4, 2025
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Makes false claim about Trump's authority over Canadian governance while implicitly urging political action based on fabricated premise.
JohnDoe-p7f5y
Jan 29, 2026
Epoch Times has a recent article out saying China has snuck in over 1000 spies into Canada. Somehow I think our globalist PMs from the WEF really don't give a flying monkey about it.
Epoch Times has a recent article out saying China has snuck in over 1000 spies into Canada. Somehow I think our globalist PMs from the WEF really don't give a flying monkey about it.
Cites unverified claim about Chinese spies and combines with WEF conspiracy theory, expressing security threat anxiety.
Debbie-e3g
Feb 24, 2026
Immigrants will never be accepted unless the aftereffects come . And Immigrants will always curse there source country to prove loyalty. Whole cycle is toxic
Immigrants will never be accepted unless the aftereffects come . And Immigrants will always curse there source country to prove loyalty. Whole cycle is toxic
Makes sweeping unsubstantiated claims about immigrant acceptance patterns and loyalty behavior without evidence.
lostfootage003
Sep 21, 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)
|
14-category DH taxonomy
|
Search
|
Discourse Quality (Perspective API)