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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Comparative
2,420 comments
Its the same way in Irving and Coppell Texas.
Its the same way in Irving and Coppell Texas.
Compares Canada's situation to similar demographic patterns observed in Texas cities.
Comparative
0.90
7294smk
Jan 27, 2026
Canada’s Retaliation Against the Smoot-Hawley Tariff (1930)\nOne of the most immediate and severe retaliatory responses to the Smoot-Hawley Tariff came from Canada, which was heavily dependent on trade with the United States. Canada was the …
Canada’s Retaliation Against the Smoot-Hawley Tariff (1930)\nOne of the most immediate and severe retaliatory responses to the Smoot-Hawley Tariff came from Canada, which was heavily dependent on trade with the United States. Canada was the largest export market for U.S. goods at the time, and when the U.S. imposed high tariffs on Canadian imports, Canada responded with its own punitive tariffs on American products.\n\nBackground: U.S.-Canada Trade Before Smoot-Hawley\nIn 1929, about 75% of Canadian exports went to the U.S.\nCanada was also a major supplier of lumber, wheat, cattle, and minerals to American markets.\nThe two economies were deeply intertwined, and Canada had traditionally followed a low-tariff trade policy with the U.S.\nCanada’s Response: Retaliatory Tariffs (1930)\nPrime Minister R.B. Bennett responded to Smoot-Hawley by raising tariffs on American goods, specifically targeting products from the U.S. Midwest and industrial centers.\nCanada increased tariffs on over 16 U.S. goods, including:\nFarm machinery\nAutomobiles\nFruits and vegetables\nTextiles\nThese tariffs redirected Canadian trade away from the U.S. and toward Britain and other Commonwealth nations, under a new imperial preference system.\nEconomic Consequences\nFor the United States:\n❌ Sharp decline in U.S. exports to Canada\n\nU.S. exports to Canada dropped by 55% between 1929 and 1932.\nAmerican automobile and farm equipment industries suffered severe losses.\nMany Midwest farmers, who had relied on Canadian sales, went bankrupt.\n❌ Loss of a major trading partner\n\nCanada sought alternative suppliers in Britain, Australia, and other Commonwealth nations.\nThis permanently weakened U.S.-Canada economic ties, forcing the U.S. to reconsider its trade policies.\nFor Canada:\n✅ Diversification of Trade\n\nCanada strengthened trade ties with Britain and other Commonwealth countries.\nCanadian exports to Britain increased, helping Canada avoid complete economic collapse.\n❌ Short-term economic pain\n\nWhile Canada successfully retaliated, the tariffs raised prices for Canadian consumers.\nThe Canadian economy still suffered from the global depression, but it recovered faster than the U.S. by diversifying trade.\nLong-Term Impact\nPermanent Shift in Canadian Trade Policy\n\nCanada moved away from dependence on the U.S. and pursued closer economic ties with Britain.\nThis weakened U.S. economic influence in Canada for decades.\nRepeal of Smoot-Hawley and the Start of U.S. Trade Liberalization\n\nThe failure of Smoot-Hawley contributed to the Reciprocal Trade Agreements Act (1934) under Franklin D. Roosevelt, which lowered tariffs and encouraged bilateral trade deals.\nU.S.-Canada trade eventually recovered, but the economic damage lasted for years.\nConclusion\nThe U.S. intended to protect its industries, but Smoot-Hawley backfired by provoking Canada’s retaliation. This case study highlights how tariffs can damage relationships with key trading partners, disrupt industries, and reduce exports, ultimately harming the economy.
Historical comparison of Canada's tariff response to Smoot-Hawley with current trade tensions, drawing parallels between nations' trade strategies.
Comparative
0.90
@alanwhiplington5504
Mar 4, 2025
Canada and US are both immigrants countries 😂😂😂
Canada and US are both immigrants countries 😂😂😂
Compares Canada and US as immigrant countries, using humor to frame the comparison.
Comparative
0.90
JibanNayak-t2q
Nov 20, 2025
The usa is 100 times worse than Canada.
The usa is 100 times worse than Canada.
Direct comparison between Canada and the USA regarding immigration or policy severity.
Comparative
0.90
garygjl9036
Sep 19, 2025
I wish we'd be Canada's new provence.
I wish we'd be Canada's new provence.
Expresses preference for Canada over the commenter's current location by framing Canada as a desirable alternative.
Comparative
0.90
@genaseidenschwarz2119
Mar 4, 2025
I am Italian , so english is not my native language , I was able to understand every words PM Trudeau said, very logicaland rational thinking, at the contrary when mr. Trump speack\n even understanding …
I am Italian , so english is not my native language , I was able to understand every words PM Trudeau said, very logicaland rational thinking, at the contrary when mr. Trump speack\n even understanding the words he pronuncies is impossible for me to understand him, no logic or rationality .
First-person account of language comprehension comparing Trudeau's clarity to Trump's incoherence across nations.
@angelobucciarelli4848
Mar 4, 2025
US is the same
US is the same
Directly compares Canada's immigration situation to the United States, suggesting similar problems exist elsewhere.
Comparative
0.90
johncuervo3019
Jan 27, 2026
It's refreshing to hear a smart leader talk unlike the clown we have in USA.
It's refreshing to hear a smart leader talk unlike the clown we have in USA.
Compares Canadian leadership favorably to American leadership, positioning Canada as superior.
@Franciscoperez-he1jq
Mar 4, 2025
Wow, imagine having an adult to speak for your country.
Wow, imagine having an adult to speak for your country.
Implicitly compares Canadian leadership positively to US leadership by praising Canada's 'adult' representation.
Comparative
0.90
@pezhetairosnikephoros931
Mar 4, 2025
Just as we french province and china towns 😊
Just as we french province and china towns 😊
The commenter draws a direct comparison between Indian enclaves and established ethnic neighborhoods (French provinces, Chinatowns) in Canada.
Comparative
0.90
asinh1100
Sep 19, 2025
Let's compare US vs CA military budget and guess who needs who
Let's compare US vs CA military budget and guess who needs who
Directly compares military budgets between US and Canada to argue relative power dynamics.
Comparative
0.90
@gallion1987
Mar 4, 2025
Trying to do same thing in USA, Trump not having it
Trying to do same thing in USA, Trump not having it
Directly compares Canada's immigration approach to Trump's USA policy, ranking national responses.
Comparative
0.90
missylee1023
Aug 25, 2025
Man I wish we had a president like that in America!
Man I wish we had a president like that in America!
American expressing preference for Canadian leadership by comparing it favorably to American political alternatives.
Comparative
0.90
@michaelrichardson76
Mar 4, 2025
There are no anti Americanism, there are anti trumpism both in Canada and in States.
There are no anti Americanism, there are anti trumpism both in Canada and in States.
Distinguishes between anti-Americanism and anti-Trumpism, comparing sentiment across two nations.
Comparative
0.90
@akim2007p
Mar 4, 2025
Palestinians are sick of immigration.
Palestinians are sick of immigration.
Brief comparative statement referencing Palestinian opposition to immigration, invoking another national context.
Comparative
0.90
michaelattia9834
Sep 14, 2025
Same applies in entering Europe now. Visa required for Canadians.
Same applies in entering Europe now. Visa required for Canadians.
Directly compares Canadian visa treatment to European requirements, noting parallel policy changes.
Comparative
0.90
mikeloughnane5436
Dec 9, 2025
Can this guy be OUR President? Please….
Can this guy be OUR President? Please….
Expresses preference for Trudeau as US president, directly comparing leadership across nations.
Comparative
0.90
@jamespeers6210
Mar 4, 2025
One thing I find cool about Canadian federal speeches is that they conduct it in both English and French - Canada’s official languages. Their politicians are mostly bilingual because they are required to be. That’s …
One thing I find cool about Canadian federal speeches is that they conduct it in both English and French - Canada’s official languages. Their politicians are mostly bilingual because they are required to be. That’s kinda cool.
Commenter praises Canada's bilingual political system by comparing it favorably to other nations' practices, expressing admiration for Canadian institutional design.
@MilkByCow
Mar 4, 2025
The United States is NOT the greatest country in the world far from it
The United States is NOT the greatest country in the world far from it
Directly compares Canada's standing to the United States, ranking nations relative to each other.
Comparative
0.90
FelixLehocky
Jan 27, 2026
Still way better than what Pakistanis did in UK
Still way better than what Pakistanis did in UK
Compares Indian immigration to Canada with Pakistani immigration to UK, positioning one as relatively better.
Comparative
0.90
HisokaMonroe0001
Oct 9, 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)