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
Trudeau , you just keep imporitng Hindu Indians from India to Canada!
Trudeau , you just keep imporitng Hindu Indians from India to Canada!
Makes a specific factual claim about Trudeau importing Hindu Indians without evidence, framed as demographic concern.
@altruistization
Mar 4, 2025
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
J.T is still a Klaus schwuab WEF tyrant puppet no matter what his act is. stop licking boots people this guy would sell you for $100 in his pocket
Makes unfounded conspiracy claims about Trudeau being a WEF puppet without evidence, combined with dismissive rhetoric toward supporters.
@ericyee5365
Mar 4, 2025
Do you guys all have memory problems. Trudeau been stealing millions of dollars for years and now he’s Mr canada. Trump is the first to stand up to these corrupt bastards ever.
Do you guys all have memory problems. Trudeau been stealing millions of dollars for years and now he’s Mr canada. Trump is the first to stand up to these corrupt bastards ever.
Makes specific factual claim that 'Trudeau been stealing millions of dollars for years' without evidence, presented as established fact.
@edenleave2054
Mar 4, 2025
What did they learn? Can't make coffee or keep washrooms clean or open.
What did they learn? Can't make coffee or keep washrooms clean or open.
Makes a specific factual claim about immigrant competencies ('can't make coffee or keep washrooms clean') without evidence.
jasonsloboda9443
Sep 30, 2025
All by design
All by design
Vague conspiracy theory assertion ('all by design') implying deliberate government orchestration without specifics or evidence.
Unverified Claim
0.75
alixblythe6817
Aug 27, 2025
They come here and then go to USA
They come here and then go to USA
Makes a specific factual assertion about immigrant behavior patterns without evidence.
Unverified Claim
0.75
SPACEMAN_2.0
Oct 1, 2025
Half of india popu went to usa and canada in the last 6years😂😂😂
Half of india popu went to usa and canada in the last 6years😂😂😂
Makes a specific factual claim about Indian migration patterns without evidence, presented with laughing emojis suggesting satirical intent, but the claim itself is unsubstantiated.
didisinful
Aug 26, 2025
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you …
And they are only taking immigrants in our Military First right now!??? My son tried to join the CF he is educated and a pro fighter! they told him sorry , we will put you on a waiting list because they are taking immigrants first! WTF!??? WEF Agenda!
Makes specific factual claims about military hiring practices prioritizing immigrants without evidence, and invokes conspiracy ('WEF Agenda').
TheDmac5440
Aug 26, 2025
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ? Wake up. Fake currency is NOT MONEY!
All comes back to the fake printed from nothing backed by nothing money system. Play Monopoly? WHAT happens at the end ?
Wake up. Fake currency is NOT MONEY!
Makes unsubstantiated claims about currency systems being 'fake' and urges people to 'wake up,' presenting conspiracy-adjacent assertions without evidence.
DaveTechCA
Aug 26, 2025
the government has done this bs put rag on ur head n u get the job
the government has done this bs put rag on ur head n u get the job
Makes a specific factual claim about hiring discrimination based on religious/cultural markers without evidence, presented as established fact.
littledove1292
Aug 26, 2025
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
All your politicians know what really is happening but they will give blind eye to it bcs they are the one making money from all fraudulent activities.and it is common for all countries.
Makes unsubstantiated claims about politicians profiting from fraudulent immigration activities without evidence.
bhattrkb
Oct 1, 2025
Disappeared?? Look at Singh Hortons, Bramption and Dundas Square
Disappeared?? Look at Singh Hortons, Bramption and Dundas Square
References specific locations as evidence of a problem without explaining the claim or providing substantiation.
Unverified Claim
0.75
xSinCityx
Sep 30, 2025
some of them is crowding in apartment in GTA.
some of them is crowding in apartment in GTA.
Makes a vague factual claim about immigrant housing patterns without evidence or specificity.
Unverified Claim
0.75
willduterte9507
Oct 1, 2025
Think election fraud ?
Think election fraud ?
Raises unsubstantiated claim about election fraud in relation to immigration policy without evidence.
ClarkPhillips-g8k
Aug 26, 2025
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Crime is out of control because of liberals. That’s the most simplest, direct and honest answer.
Makes a specific causal claim linking crime to liberal policies without evidence, presented as factual assertion.
Jonsnow-u3f
Aug 26, 2025
Find these fraud and send them back to India..
Find these fraud and send them back to India..
Unsubstantiated accusation of fraud against individuals combined with demand for deportation.
archanasinha5996
Oct 2, 2025
So since the start of the Trudeau regime, the population has increased 37%
So since the start of the Trudeau regime, the population has increased 37%
Presents a specific factual claim (37% population increase since Trudeau) without evidence, framed as criticism.
johnbolt665
Oct 2, 2025
Why canadian government don't stop them even though they know its fraud but they still letting them in because government need money big money
Why canadian government don't stop them even though they know its fraud but they still letting them in because government need money big money
Makes unsubstantiated claim that government knowingly allows fraud for financial gain without providing evidence.
KINGRAJPUTJABBAR
Oct 2, 2025
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
But there was high scammers coming in student visa aslmyer seekers etc illegals are illegals
Makes specific claims about scammers and illegal immigrants without supporting evidence while critiquing visa policies.
mariacarreiro5770
Jul 5, 2025
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos and all but still they arent blamed
Presents specific demographic statistics and claims about illegal immigration and ghettoization without evidence, making factual assertions that appear fabricated or misleading.
johnnysins-q2s
Oct 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)