Skip to content
Canadian Immigration Dashboard [ CID ]
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

Search comment text, filter by category or video
Clear all

Comparative

2,420 comments
Page 116 of 121
America is not the greatest country
America is not the greatest country
Makes a comparative ranking statement about America relative to other nations, though context is unclear.
kieranpog7693 Jan 29, 2026
DEAR PRIME MINISTER TRUDEAU, I AGREE THAT THE AMERICAN GOVERNMENT HAS NOT BEEN FAIR TO ITS ALLIEDS AND TRADING PARTNERS AND THAT WE HAVE TO ACT IMMEDIATELY AGAINST THE UNITED STATES. \n\nI HAVE TO SAY, …
DEAR PRIME MINISTER TRUDEAU, I AGREE THAT THE AMERICAN GOVERNMENT HAS NOT BEEN FAIR TO ITS ALLIEDS AND TRADING PARTNERS AND THAT WE HAVE TO ACT IMMEDIATELY AGAINST THE UNITED STATES. \n\nI HAVE TO SAY, I DON'T UNDERSTAND WHY CANADA OR EUROPE EVER TRUST THE UNITED STATES WITHOUT HAVING SOME CONTINGENCY PLAN, KNOWING THE KIND OF TRAITOROUS MENTALITY AMERICAN GOVERNMENTS HAVE ALWAYS HAD, THEY ONLY CARE ABOUT THEIR POCKETS AND MAKING MONEY AT THE EXPENSE OF THE WEAK AND THE GULLIBLE COMMERCIAL AND POLITICAL PARTNER. \n\nONE THING I DISAGREE....., THAT IS CALLING THE RUSSIAN GOVERNMENT MURDEROUS, WHEN IN FACT IT WAS NATO AND ITS BRIGHT IDEA OF ANNEXATION OF UKRAINE TO NATO KNOWING THAT THEY WOULD BE BREAKING AGREEMENTS ESTABLISHED DURING THE COLD WAR OF NO PROLIFERATION OF NATO, IN FACT, NATO STARTED BREAKING THAT PACT WHEN IT ANNEXED FINLAND AND ESTONIA. RUSSIA KEPT QUIET, BUT NOW NATO TRIES TO ANNEX UKRAINE, THAT WAS THE LAST STRAW FOR RUSSIA, BESIDES THE BLATAN MISTREATMENT OF RUSSIAN-UKRAINIANS BY THE UKRAINIAN GOVERNMENT. \n\nNATO USES DEMOCRACY AS A PUNCH LINE, WHEN WE ALL KNOW THIS IS A DIRTY WAR FUELLED BY ECONOMIC INTERESTS AND GREED!\n\nMR. PRIME MINISTER, DO YOU KNOW WHO THE MURDERER IS?.....IT'S MR. ZELENSKY WHO HAS ANNIHILATED THOUSANDS AND THOUSANDS OF ITS OWN PEOPLE, UKRAINIANS WHO WERE USED AS CANNON FODDER....AND NATO THE INSTIGATORS OF THIS WAR.\n\nTHE WORLD CANNOT BE THAT BLIND TO NOT SEE IT!!!
Compares US, NATO, and Russia geopolitically while making unverified claims about NATO treaty violations and attributing war responsibility to specific actors without evidence.
@AntonioMartinez-cd6zf Mar 4, 2025
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it …
Ethnicity doesn't own land lil bro, demographic proportion does, india is 15 percent of the world in population and 2 percent in land size, so basically it will own 13% more whether u like it or not lil bro
Uses demographic and land-size comparisons between India and the world to argue about population distribution and resource ownership.
Sigmathetasorority Feb 10, 2026
California want OUT from the America ??, so shame
California want OUT from the America ??, so shame
References California's desire to separate from USA, implicitly comparing state/national allegiances.
@wonjunyun6003 Mar 4, 2025
Trump was right again
Trump was right again
References Trump as external comparison point, implying Canada should follow similar immigration policies.
biscuit5061 Jan 21, 2026
Trump is single handedly rescuing the Liberal’s election prospects.
Trump is single handedly rescuing the Liberal’s election prospects.
Compares Trump's actions to Canadian politics with implicit ironic commentary about electoral dynamics.
@mike168168 Mar 4, 2025
I think as an American that likes Canada to a certain point agro tourist spots there a little too isolated with there tiny bridges to get in and there pathetic security at there borders so …
I think as an American that likes Canada to a certain point agro tourist spots there a little too isolated with there tiny bridges to get in and there pathetic security at there borders so maple syrup will be more expensive it just means the rest of the states that produce syrup will profit more we as Americans can do without the business of canada but Canada cant go without American support can survive with out Niagara Falls nope
Compares Canada and USA across multiple dimensions (tourism, security, trade) with economic implications.
@dgstelatos7227 Mar 4, 2025
The Camp of the Saints
The Camp of the Saints
Reference to 'The Camp of the Saints' (a novel comparing France to immigration invasion) invokes comparative framing between nations and demographic scenarios.
tracheotome Oct 2, 2025
Where im from, the problem is 🇩🇿🇭🇹
Where im from, the problem is 🇩🇿🇭🇹
References origin countries (Algeria, Haiti) with flag emojis, suggesting comparison of immigration source nations without explicit elaboration.
MisticaCrema Feb 11, 2026
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Indians hate Canada; it's cold there. And Mexicans won't let them into the US.
Makes comparative observations about immigrant groups and their preferences regarding climate and geography, with a satirical tone.
sashadurov1229 Feb 21, 2026
Looks like Donald won't be happy until the US has pushed away all its friends. Then is he going to ally with Russia? Wow!
Looks like Donald won't be happy until the US has pushed away all its friends. Then is he going to ally with Russia? Wow!
Compares US foreign policy under Trump to potential Russian alliances, expressing concern about international relationships.
@beanmuncher8124 Mar 4, 2025
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly …
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly supported by those who do not live in india.
Compares Indian government positions to diaspora views on Khalistan, contextualizing immigration/identity issues through geographic comparison.
tushitakapoor6951 Jan 27, 2026
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i …
at 12:13 driver holding a drink lol 🤣you shure your not from Brampton ? more jobs since the great economic world wide downfall back in the 2000`s ? pardon the pun, thats the problem i dont see indians causing acidents i see other ethencities driving wild from increased traffic but theres a sign near Toronto ``all roads lead to Bramton inst it a fact the roads in canada are all conected to brampton . but every ethenicity throughout the years has run brampton look at populations from the past its a brampton thing, only drivers have issues with are intiled people the wealthy in brampton drive way too fast ! not any others its simple people got to drive slower thats all especialy morning traffic they go nuts. the people born in canada are being too agressive as they drive thats what i have seen ! new drivers are making too many mistakes and experienced drivers are driving any ways they want thats the issues ! Cool video dude .....
Discusses traffic and driving patterns across different ethnic groups and time periods in Brampton, comparing behaviors and demographics historically.
motionpicturefilmbible Jan 28, 2026
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
You guys captured the 2nd biggest land of earth but you guys are simply focused on Brampton.
Compares Canada's geographic size to the focus on one city, using comparative framing to critique immigration concentration.
HARSH19850 Sep 19, 2025
As an American getting into a trade war with our neighbors to our north and south makes no sense. Of course Trump is chummy with Vladimir Putin, they're so similar. Both need to be removed …
As an American getting into a trade war with our neighbors to our north and south makes no sense. Of course Trump is chummy with Vladimir Putin, they're so similar. Both need to be removed from office.
Compares Trump unfavorably to Putin and advocates for removal of both leaders, using cross-national comparison.
@KageNoTora74 Mar 4, 2025
lol Canadians are more racie than even Americans🙂
lol Canadians are more racie than even Americans🙂
Compares Canadian racism levels to American racism, using comparative framing with a dismissive tone.
CONTENT_FERTILIZER Jan 27, 2026
Indians are living there last 140+ years there
Indians are living there last 140+ years there
References Indians' long-term presence in Canada, implicitly comparing their historical settlement to current immigration discourse.
nimaidebnath5009 Feb 22, 2026
Good other foreign countries. India very bad clean less
Good other foreign countries. India very bad clean less
Compares Canada favorably to India, using negative stereotypes about India to justify immigration preferences.
AnushaKrishna159 Feb 12, 2026
Now do the Newark brazilian invasion
Now do the Newark brazilian invasion
Requests similar content about another location and ethnic group, using comparative framing to suggest parallel immigration issues.
caioninja200 Jan 27, 2026
In world/geo politics no friend or enemy
In world/geo politics no friend or enemy
Makes a geopolitical observation comparing international relationships and power dynamics.
@KarthikeyanThangavel-pl1ek Mar 4, 2025
« Prev 116 / 121 Next »

Compare Videos

Select 2–4 videos to compare their discourse profiles side by side (% of labeled comments).

Discourse Taxonomy

Click a category to filter comments

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

Which YouTube channels attract each type of discourse
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)