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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 #}

Comment Explorer

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Active: "🇨🇦 is not the greatest …" 139 comments · Page 3 of 6
All Libs do is say im this im that im the greatest!!! They never ever take accountability for there improper lack of common sense views. They also never know the facts, they just know how …
All Libs do is say im this im that im the greatest!!! They never ever take accountability for there improper lack of common sense views. They also never know the facts, they just know how to call you a racist
Identity Attack0.23922618
Insult0.30326313
Profanity0.057443913
Threat0.007948523
Severe Toxicity0.008964539
Moderate 0.3389984 Low Con 0.251 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
America is not the greatest country on Earth anymore lmao, never was
America is not the greatest country on Earth anymore lmao, never was
Identity Attack0.28883415
Insult0.15343215
Profanity0.16869035
Threat0.009929225
Severe Toxicity0.017674843
Moderate 0.3389984 Low Con 0.19 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
calling USA the greatest country of all time just shows the level of brain washing done to these people to manipulate these people into thinking that USA is the greatest
calling USA the greatest country of all time just shows the level of brain washing done to these people to manipulate these people into thinking that USA is the greatest
Identity Attack0.1769227
Insult0.2817503
Profanity0.096805766
Threat0.0103175985
Severe Toxicity0.010757446
Moderate 0.3367073 Low Con 0.114
Jan 27, 2026 Inside Canada's Indian Invasion...
Capitalism is the only system that will save all of us. It will root out the complainers and people who blame others. Honestly it is the greatest thing white people have given to the world
Capitalism is the only system that will save all of us. It will root out the complainers and people who blame others. Honestly it is the greatest thing white people have given to the world
Identity Attack0.38208112
Insult0.1087965
Profanity0.10116278
Threat0.025789235
Severe Toxicity0.016319158
Moderate 0.33587718 Moderate Con 0.403 Identity_Assertion
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced. He has said we have no core identity and are the “first post national state”. These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada. So they are paid well over $320,000 bucks. And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals We’re not mandated to take the shots. I just read a piece on substack. I highly recommend you find it and read it. Quote Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction. LIONESS OF JUDAH MINISTRY SEP 09, 2025 End Quote Quote: It’s titled Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Identity Attack0.33060804
Insult0.26957804
Profanity0.04516909
Threat0.009929225
Severe Toxicity0.0126394415
Moderate 0.33504707 Constructive 0.54 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
the fact that you can still say that america is the greatest country on earth with a straight face tells me all i need to know about your channel and you
the fact that you can still say that america is the greatest country on earth with a straight face tells me all i need to know about your channel and you
Identity Attack0.2949366
Insult0.15556364
Profanity0.10240069
Threat0.0113014765
Severe Toxicity0.017093835
Moderate 0.3317266 Low Con 0.144
Jan 27, 2026 Inside Canada's Indian Invasion...
america is defenitly not the greatest country on earth hahahahah
america is defenitly not the greatest country on earth hahahahah
Identity Attack0.2839175
Insult0.13969865
Profanity0.09389619
Threat0.008867673
Severe Toxicity0.012359619
Moderate 0.32971194 Low Con 0.195 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
But the juice have convinced all of you guys that our genetically European ethnic Russians and Russia are our greatest enemy.
But the juice have convinced all of you guys that our genetically European ethnic Russians and Russia are our greatest enemy.
Identity Attack0.3817989
Insult0.1640896
Profanity0.08064143
Threat0.014048163
Severe Toxicity0.014898917
Moderate 0.32971194 Low Con 0.198
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Identity Attack0.04048799
Insult0.17237684
Profanity0.07934829
Threat0.13279422
Severe Toxicity0.013349563
Moderate 0.32397532 Low Con 0.143 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Greatest country on earth? You must be delusional already xD
Greatest country on earth? You must be delusional already xD
Identity Attack0.059311368
Insult0.2435641
Profanity0.097129054
Threat0.008738215
Severe Toxicity0.008125305
Moderate 0.30539915 Low Con 0.161 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
the orange vest guy was Tylers greatest wet dream come true lol
the orange vest guy was Tylers greatest wet dream come true lol
Identity Attack0.025404079
Insult0.110259406
Profanity0.16822512
Threat0.010472948
Severe Toxicity0.013543231
Moderate 0.3048984 Low Con 0.275 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Jason candy was amazing while he was in federal politics. Then he showed up in Alberta and was the greatest failure of all
Jason candy was amazing while he was in federal politics. Then he showed up in Alberta and was the greatest failure of all
Identity Attack0.009915425
Insult0.24928534
Profanity0.022013342
Threat0.0068028234
Severe Toxicity0.0030708313
Low Tox 0.25462922 Moderate Con 0.363 Meta_Commentary
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Indians are awesome. Haha. Sneak into the Greatest Nation of Earth 😂😂😂 Hard to get to Australia from Canada
Identity Attack0.26494437
Insult0.0623257
Profanity0.04667213
Threat0.0091524795
Severe Toxicity0.00957489
Low Tox 0.24763705 Low Con 0.269 Humor_Satire
Jan 28, 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...

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.