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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "The greatest country has greatest …" 120 comments · Page 3 of 5
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or …
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or an irregular crossing he did not want to turn into a national morality play. For years, he has warned Canadians that the country is being overrun by “illegal border crossers,” “queue jumping asylum seekers,” and “abusers of the system.” He delivers these warnings with the solemnity of a man announcing a biblical plague, not a handful of exhausted families walking across a ditch in Quebec. In Poilievre’s political universe, Roxham Road is not a rural footpath. It is a symbol of national decline. It is chaos incarnate. It is the place where the rule of law goes to die. It is, in short, the perfect stage upon which he can perform his favorite role: the lone defender of order in a world gone soft. At least, that is the story he tells the public. The private story, as publicly reported, is considerably less heroic. The Public Record That Refuses to Behave: According to reporting from The Breach and the National Observer, someone described as the uncle of Poilievre’s spouse has an immigration history that reads like a greatest hits compilation of everything Poilievre claims to oppose. The reporting outlines that he entered Canada and made a refugee claim. That claim was refused. A deportation order was issued. He later re-entered Canada through Roxham Road. He then filed a humanitarian and compassionate application. Poilievre’s spouse reportedly helped prepare that application. This is not fringe gossip. This is what journalists documented through correspondence, interviews, and immigration records. In other words, the exact pathway Poilievre condemns as “abuse of the system” is the same pathway publicly reported to have been used by someone connected to him. And suddenly, the man who treats Roxham Road like a national security breach becomes quieter than a library at midnight. The slogans stop. The outrage evaporates. The border, once a sacred line, becomes a flexible suggestion. The Rhetoric: A Symphony of Outrage: Poilievre’s immigration rhetoric is a carefully orchestrated performance. He warns that irregular border crossings undermine the rule of law. He insists humanitarian and compassionate applications are loopholes. He claims the system is being gamed. He declares that Canada must “take back control.” He delivers these lines with the moral certainty of a man who believes compassion is a gateway drug. In his speeches, asylum seekers are not people. They are symbols. They are props. They are the raw material from which he fashions his political identity. He is the sheriff. They are the threat. The border is the battleground. And Canada is the damsel in distress. It is a compelling narrative. It is also a narrative that collapses the moment it becomes personally inconvenient. The Reality: A Study in Elastic Principles: When someone connected to Poilievre uses the very same system he condemns, the rules change with breathtaking speed. Irregular border crossings are no longer a crisis. They are a misunderstanding. A technicality. A regrettable but understandable choice. Humanitarian and compassionate applications are no longer loopholes. They are legitimate pathways. Necessary tools. Evidence of a compassionate system. The border is no longer a sacred line. It is a suggestion. A guideline. A flexible concept open to interpretation. It is a remarkable transformation, like watching a man insist that jaywalking is a crime against humanity until his friend does it, at which point it becomes a misunderstood act of civic expression. The Political Convenience of Shifting Standards: Poilievre’s political identity is built on the idea that he alone will restore order. He alone will enforce the rules. He alone will protect Canada from the chaos of irregular migration. But the moment the rules become inconvenient, they are no longer rules. They are preferences. They are vibes. They are whatever he needs them to be in the moment. This is not a minor contradiction. It is a fundamental collapse of the moral architecture he has built his political brand upon. If irregular crossings are a crisis, then they are a crisis for everyone. If humanitarian applications are loopholes, then they are loopholes for everyone. If the system is broken, then it is broken for everyone. But Poilievre’s version of justice is not universal. It is conditional. It is situational. It is deeply, profoundly personal. The Broader Pattern: Institutions Are Sacred Until They Are Not: This is not the first time Poilievre’s principles have proven to be more flexible than advertised. He has attacked the Supreme Court of Canada when its rulings do not align with his political needs. He has accused the justice system of being too lenient when it suits him and too harsh when it does not. He has framed himself as the defender of institutions while undermining them whenever they become inconvenient. It is a pattern. It is a habit. It is a worldview. And it reveals something essential about his politics. For Poilievre, institutions are not pillars of democracy. They are tools. They are props. They are instruments to be used when helpful and discarded when not. The Satirical Truth: A Philosophy in One Sentence: Pierre Poilievre’s immigration philosophy can now be summarized with clinical precision: Canada must crack down on irregular border crossings, except for the ones that are fine. And he will decide which ones are fine. It is a stance that bends so far backward it could qualify for a gymnastics medal. It is a stance that reveals more about political convenience than national security. It is a stance that exposes the gap between what Poilievre says and what Poilievre does. And it is a stance that makes one thing abundantly clear. Polievre's Hypocrisy
Identity Attack0.10221587
Insult0.28586254
Profanity0.023379711
Threat0.00866054
Severe Toxicity0.007209778
Moderate 0.30439767 Constructive 0.557 Policy_Critique
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
Greatest country on earth huh? Where should i start: -13th most obese country (~43% of you cant even feed themselves without getting sick) -27th out of 37 for reading -27th out of 81 for mathematics …
Greatest country on earth huh? Where should i start: -13th most obese country (~43% of you cant even feed themselves without getting sick) -27th out of 37 for reading -27th out of 81 for mathematics -35th in life expectancy -52nd globally in gender equality health, education equity, or overall well-being... You are the "greatest" in nothing... Only positive things the world sees is americas beautiful nature, and you did nothing to achieve that except unaliving so so many indiginous people... Seriously, how can you be patriotic about this country. I really dont get it... Somebody enlighten me, help me understand, how you can call yourself "greatest country in the world"? When you are obviously not!
Identity Attack0.1769227
Insult0.24835461
Profanity0.041160982
Threat0.008246276
Severe Toxicity0.0104522705
Moderate 0.30136615 Moderate Con 0.387 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I think it’s just straight comedy how Americans still think they live in the greatest country in the world!! 😂😂😂
I think it’s just straight comedy how Americans still think they live in the greatest country in the world!! 😂😂😂
Identity Attack0.28034934
Insult0.09124154
Profanity0.053435806
Threat0.008401625
Severe Toxicity0.009536743
Low Tox 0.2854903 Low Con 0.222 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
America is not the greatest country
America is not the greatest country
Identity Attack0.2764353
Insult0.082619295
Profanity0.06646215
Threat0.0084793
Severe Toxicity0.0077056885
Low Tox 0.28425202 Low Con 0.271 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Western government takes this issue lightly Asian for asian African for African White country is for all . This is not normal if you don't become conservative in protecting your land . Your generation yet …
Western government takes this issue lightly Asian for asian African for African White country is for all . This is not normal if you don't become conservative in protecting your land . Your generation yet unborn will make history that our country was once the greatest
Identity Attack0.2869935
Insult0.0777699
Profanity0.036651865
Threat0.0103175985
Severe Toxicity0.009689331
Low Tox 0.27525392 Moderate Con 0.387
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
calling America the greatest country in the world is insanee. i think theyd rather be in canada then america bro
Identity Attack0.15303208
Insult0.1823172
Profanity0.049177196
Threat0.0071588317
Severe Toxicity0.004673004
Low Tox 0.27236435 Low Con 0.267 Comparative_Framing
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
America is quite the opposite of being greatest country
America is quite the opposite of being greatest country
Identity Attack0.25647953
Insult0.083112895
Profanity0.060951006
Threat0.008000307
Severe Toxicity0.007858276
Low Tox 0.2648175 Low Con 0.21
Jan 27, 2026 Inside Canada's Indian Invasion...
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
No one educated would think America is the greatest country in the world. but great video eh! welcome to candahar.
Identity Attack0.09080041
Insult0.10148193
Profanity0.035649836
Threat0.009256045
Severe Toxicity0.007019043
Low Tox 0.24603334 Moderate Con 0.362 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Sorry dude. The US is NOT the greatest country on earth
Sorry dude. The US is NOT the greatest country on earth
Identity Attack0.17925262
Insult0.07365121
Profanity0.040409464
Threat0.007197669
Severe Toxicity0.005455017
Low Tox 0.23451406 Low Con 0.245 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sneaking into the greatest country on Earth? LMFAO
Sneaking into the greatest country on Earth? LMFAO
Identity Attack0.028886627
Insult0.05144889
Profanity0.11725569
Threat0.010757755
Severe Toxicity0.009918213
Low Tox 0.21508642 Low Con 0.153 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
I like how you still think America is the greatest country on the planet hahahaha
I like how you still think America is the greatest country on the planet hahahaha
Identity Attack0.078392304
Insult0.06302499
Profanity0.053435806
Threat0.008026198
Severe Toxicity0.0064468384
Low Tox 0.20572066 Low Con 0.238 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
Identity Attack0.11976352
Insult0.05203446
Profanity0.0838743
Threat0.007573096
Severe Toxicity0.007972717
Low Tox 0.2028889 Moderate Con 0.373 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been …
Using Canada to get into "The greatest country on earth." WOW. Open your eyes man, you're delusional if you think America is the greatest country on earth. Maybe it used to be, but it's been far away from that for decades, now especially with current events.
Identity Attack0.0775651
Insult0.11797678
Profanity0.018255826
Threat0.006861079
Severe Toxicity0.0036621094
Low Tox 0.20219094 Low Con 0.263 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
1:00 Greatest country on earth for who and for what??? I reckon your healthcare isn’t so great mate. How about the 40 *TRILLION* Dollars in debt? Or how about 80% of you living paycheck to …
1:00 Greatest country on earth for who and for what??? I reckon your healthcare isn’t so great mate. How about the 40 *TRILLION* Dollars in debt? Or how about 80% of you living paycheck to paycheck. Get some reality in your life mate! 😂
Identity Attack0.008028535
Insult0.076502606
Profanity0.032894265
Threat0.007832011
Severe Toxicity0.0045776367
Low Tox 0.20126031 Moderate Con 0.425
Jan 27, 2026 Inside Canada's Indian Invasion...
all this ”greatest country on earth” bs😂
all this ”greatest country on earth” bs😂
Identity Attack0.036878675
Insult0.06494803
Profanity0.1612468
Threat0.0077672824
Severe Toxicity0.0075912476
Low Tox 0.200795 Low Con 0.193 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
Thanks for the video but the us is far from being the greatest country on earth
Thanks for the video but the us is far from being the greatest country on earth
Identity Attack0.11512129
Insult0.046178754
Profanity0.048175167
Threat0.012026439
Severe Toxicity0.0074768066
Low Tox 0.19939905 Moderate Con 0.301 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is not the greatest country in the world 😂 don’t make me laugh
Canada is not the greatest country in the world 😂 don’t make me laugh
Identity Attack0.11163961
Insult0.06617179
Profanity0.021603432
Threat0.0066668927
Severe Toxicity0.0044059753
Low Tox 0.19219314 Low Con 0.21 Identity_Assertion
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
"sneak into the greatest country on earth" bruh 😆😆😆😆😆
"sneak into the greatest country on earth" bruh 😆😆😆😆😆
Identity Attack0.05089863
Insult0.035443626
Profanity0.03765389
Threat0.01698343
Severe Toxicity0.0077056885
Low Tox 0.18459146 Low Con 0.2 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
0:56 the greatest country on earth ? Yaaa deff
0:56 the greatest country on earth ? Yaaa deff
Identity Attack0.037136484
Insult0.030595649
Profanity0.085167445
Threat0.010913103
Severe Toxicity0.008468628
Low Tox 0.1798404 Low Con 0.247 Humor_Satire
Jan 28, 2026 23 likes Inside Canada's Indian Invasion...
I like your videos, but you can't call the USA the greatest country anymore. You haven't been able to for a long time, really.
I like your videos, but you can't call the USA the greatest country anymore. You haven't been able to for a long time, really.
Identity Attack0.051580742
Insult0.06407392
Profanity0.048425674
Threat0.009307829
Severe Toxicity0.0049972534
Low Tox 0.17718399 Moderate Con 0.474 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
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
Identity Attack0.10221587
Insult0.054962315
Profanity0.024267852
Threat0.007534259
Severe Toxicity0.003967285
Low Tox 0.17718399 Low Con 0.187 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
0:56 greatest country on Earth? Nice joke BTW
0:56 greatest country on Earth? Nice joke BTW
Identity Attack0.048737846
Insult0.029934563
Profanity0.05543986
Threat0.0116639575
Severe Toxicity0.00831604
Low Tox 0.17285149 Low Con 0.262
Jan 27, 2026 Inside Canada's Indian Invasion...
U lost me when you said usa " greatest country on earth " bs
U lost me when you said usa " greatest country on earth " bs
Identity Attack0.031980325
Insult0.06424874
Profanity0.09868695
Threat0.0072106146
Severe Toxicity0.0049591064
Low Tox 0.17198499 Low Con 0.293 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada, the greatest country on Earth?! LOLOLOLOLOL
Canada, the greatest country on Earth?! LOLOLOLOLOL
Identity Attack0.08831879
Insult0.045593183
Profanity0.02836696
Threat0.006530962
Severe Toxicity0.0045204163
Low Tox 0.16331999 Low Con 0.17 Humor_Satire
Feb 18, 2026 Inside Canada's Indian Invasion...
Lol did you actually say that the US is the greatest country on earth? 😂😂😂
Lol did you actually say that the US is the greatest country on earth? 😂😂😂
Identity Attack0.039456755
Insult0.04032305
Profanity0.054437835
Threat0.007301235
Severe Toxicity0.004825592
Low Tox 0.16158698 Low Con 0.165 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.