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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Unverified Claim
3,221 comments
Ukraine is killing their poeple lol
Ukraine is killing their poeple lol
Makes an unsubstantiated factual claim about Ukraine killing its own people without evidence, presented as accusation.
@mariohenandez1074
Mar 4, 2025
🥷🥷🥷🥷🥷💭💬✈️🛶🚤🪂🆒️🗽💲💲💲🎫2️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣🔙🔙🔙🔙🛖🧱🧱🧱🏘🏘🏘🏠🏡👨🚒👩✈️🧑🎨👨💻🧑🔧👨🌾👨🍳🆘️🆘️🏚🏚🏚
🥷🥷🥷🥷🥷💭💬✈️🛶🚤🪂🆒️🗽💲💲💲🎫2️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣0️⃣🔙🔙🔙🔙🛖🧱🧱🧱🏘🏘🏘🏠🏡👨🚒👩✈️🧑🎨👨💻🧑🔧👨🌾👨🍳🆘️🆘️🏚🏚🏚
Emoji-heavy comment appears to use coded imagery suggesting illegal immigration, smuggling, and housing crisis, likely spreading alarmist misinformation through visual metaphor.
wahidsalmanov-jm1vu
Feb 18, 2026
eating their p00???
eating their p00???
Appears to be a garbled or censored xenophobic stereotype with unclear meaning, likely spreading false or inflammatory claims.
justcomnsens
Jan 28, 2026
Kalistan movement is a small fringe group.
Kalistan movement is a small fringe group.
Dismisses concerns about a separatist movement as 'fringe,' potentially downplaying or misrepresenting security-related claims.
anthonysellsit
Feb 24, 2026
Trump and Vance are so thick they do not know that Russia is an ally of Iran, North Korea, the Taliban and various other scum.
Trump and Vance are so thick they do not know that Russia is an ally of Iran, North Korea, the Taliban and various other scum.
Makes specific factual assertion about geopolitical alliances (Russia-Iran-North Korea) presented without evidence to support criticism.
@hamishmcfenda4197
Mar 4, 2025
You got to love the world economic forum
You got to love the world economic forum
Vague reference to WEF conspiracy theories commonly associated with false claims about immigration policy coordination, though context is ambiguous.
tryppaces420
Jan 27, 2026
Todo el que se limpie el ojete con la mano...es un parásito 🪱👹🫵🏾
Todo el que se limpie el ojete con la mano...es un parásito 🪱👹🫵🏾
Dehumanizing statement in Spanish making false generalizations about a group using crude stereotypes and insults.
reallycualitypro3490
Jan 27, 2026
Canada has to PROTECT THEMSELVES AFTER TRUMP/MUSK disclosed themselves to be TRAITORS OF THE USA, PURSUING PUTIN & OPEC NATIONS to make themselves maga-wealthy & HARM USA, RAISE $ PER BARREL & RETURN TO EVENTUAL …
Canada has to PROTECT THEMSELVES AFTER TRUMP/MUSK disclosed themselves to be TRAITORS OF THE USA, PURSUING PUTIN & OPEC NATIONS to make themselves maga-wealthy & HARM USA, RAISE $ PER BARREL & RETURN TO EVENTUAL OIL RATIONING IN USA -HISTORY TAUGHT US
Makes unsubstantiated claims about political figures' motivations and alleged collusion with foreign interests.
@tertuetken565
Mar 4, 2025
Heard Mr corruption ?
Heard Mr corruption ?
Makes an accusation of corruption without providing evidence or context.
Unverified Claim
0.65
@glynndack3730
Mar 4, 2025
80% of fentanyl trafficking is by US citizens. (Cato Institute/ USSC/ US Customs & Border Protection)
80% of fentanyl trafficking is by US citizens. (Cato Institute/ USSC/ US Customs & Border Protection)
Presents a specific factual claim (80% of fentanyl trafficking by US citizens) with cited sources, countering the border security narrative.
Unverified Claim
0.65
@montemichelbleu
Mar 4, 2025
They made a special place near Toronto where they spread cremated remains into the waterway.
They made a special place near Toronto where they spread cremated remains into the waterway.
States a specific factual claim about cremation practices near Toronto without evidence, presented as problematic.
Unverified Claim
0.65
madelinebock6469
Aug 29, 2025
Wait until Canada gets their new NATO bill
Wait until Canada gets their new NATO bill
Vague assertion about a future 'NATO bill' without evidence or specifics, presented as factual prediction.
Unverified Claim
0.65
@TheThirdEye38
Mar 4, 2025
What is CHINA doing to stop the flow of Fentanyl? Hmmmm. Profit.
What is CHINA doing to stop the flow of Fentanyl? Hmmmm. Profit.
Makes an unsubstantiated claim about China's role in fentanyl trafficking and profit motives without evidence.
@Blumack21
Mar 4, 2025
Doing something and undoing something is necessary if you need to manipulate the financial market and make a big killing in the market.
Doing something and undoing something is necessary if you need to manipulate the financial market and make a big killing in the market.
Makes an unsubstantiated claim about market manipulation without evidence or context.
Unverified Claim
0.65
@Gerry-t1w
Mar 4, 2025
He quit posting on tiktok and youtube since vjsiting epsteins island, maybe he did die, or get arrested, or just possibly quit posting.
He quit posting on tiktok and youtube since vjsiting epsteins island, maybe he did die, or get arrested, or just possibly quit posting.
Makes unsubstantiated conspiracy-like claims about the content creator's disappearance and alleged criminal activity.
BostifyClan
Feb 17, 2026
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
You gave free drugs to Canadians you destroyed Canadian families USA's population is way too big to worry about all Canadian products
Makes unsubstantiated claims about Canadian drug policy and family destruction without evidence, mixed with comparative framing.
@rimoxbrikha6558
Mar 4, 2025
Fidel Castro też pouczał Amerykę,,jako agent CIA.
Fidel Castro też pouczał Amerykę,,jako agent CIA.
Makes an unsubstantiated conspiracy claim comparing Fidel Castro to a CIA agent without evidence.
Unverified Claim
0.65
@ryszardtrojnar9159
Mar 4, 2025
Trump sold to citizen, therfore must commit to tarif as the solution.
Trump sold to citizen, therfore must commit to tarif as the solution.
Makes an unsubstantiated causal claim about Trump's tariff commitment without evidence, framed as political analysis.
@yewhanlim8916
Mar 4, 2025
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
The government of Canada expulsion of drug trafficking and prostitution schemes of scams from illegally immigrats
Makes unsubstantiated claims linking illegal immigrants to drug trafficking, prostitution, and scams without evidence.
bff1586
Jan 15, 2026
Tariffs is an equal to the sanctions. They are one of the primary objectives Orange agent should accomplish on his duty. The revenge of the Sith
Tariffs is an equal to the sanctions. They are one of the primary objectives Orange agent should accomplish on his duty. The revenge of the Sith
Makes an unsubstantiated claim equating tariffs to sanctions and references vague political objectives without evidence; uses comparative framing with Star Wars metaphor.
@spaceman01
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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Discourse Quality (Perspective API)