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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: "poilievre poilievre poilievre poilievre poilievre …" 17 comments
Pierre Poilievre will get rid of all these criminal scumbags and send them back to where they came from!
Pierre Poilievre will get rid of all these criminal scumbags and send them back to where they came from!
Identity Attack0.36942887
Insult0.6308392
Profanity0.2963245
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.202 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
Everyone in the Liberal government is Incompetent no matter how much you flip them around!!!!! Trying to get an answer out of any of them is impossible but The failing country is blamed on Trump …
Everyone in the Liberal government is Incompetent no matter how much you flip them around!!!!! Trying to get an answer out of any of them is impossible but The failing country is blamed on Trump and Pierre Poilievre !!!!!
Identity Attack0.09824528
Insult0.47384647
Profanity0.027000591
Threat0.009955117
Severe Toxicity0.010604858
Moderate 0.41690505 Low Con 0.223 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No …
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No sense of Urgency Singh could have pulled Off the biggest win in for the NDP but Greed got in Singh way 100 % From Hero with Jack Layton to Zero !! "lost Liberal decade" Pierre Marcel Poilievre for PM asap
Identity Attack0.020882076
Insult0.4596616
Profanity0.07514556
Threat0.009023022
Severe Toxicity0.01083374
Moderate 0.37795907 Moderate Con 0.405 Call_To_Action
Feb 17, 2026 48 likes LILLEY UNLEASHED: The fall of …
All these people praying to false idols in the hundreds in India alone, when there is only One True Living God in Jesus Christ. Then look at all of the people in Asia and all …
All these people praying to false idols in the hundreds in India alone, when there is only One True Living God in Jesus Christ. Then look at all of the people in Asia and all around the world worshiping the antichrist in the Islamic faith, doing voodoo and black magics in Africa, Jamaica, Haiti, Mexico, Columbia and the list goes on, all serving Satan praying to false gods. The concept of "one way to God through Jesus" stems from the biblical declaration in John 14:6 where Jesus says, "I am the way, the truth, and the life. No one comes to the Father except through me". This Christian belief holds that Jesus's unique role as God's Son, his perfect life, and his sacrificial death for humanity's sins make him the sole mediator and the only path to reconciliation and salvation with God. Yes, praying to false idols is considered a grave sin, as it is a form of idolatry that violates the fundamental principle of worshipping only the one true God. Idolatry is defined as the worship of something other than God, including physical idols, created beings, or even earthly things, and is seen as a profound sin because it steals glory due to God and prioritizes something powerless over the all-powerful true God. To pray to false idols from different Nations was and still is a trick, lie and manipulation of the devil to ensure that you all burn for all eternity in Hell with Satan, when Jesus returns. This is not meant as an insult to people from other cultures but a word of Gods truth being shared so you too can be delivered from the evil in todays word when Jesus does return and He is coming. Not everyone is guilty of evil works of the devil but we are all guilty of sin in every nation and every culture. God gifted us with the death of Christ so we can be delivered form sin in todays world and saved from eternal damnation. No other offer is made to man except those who believe in Christ. Why do you think that they want to destroy Christianity and all who choose God in Christ. Satan knows his time is up and he wants you and your generations to suffer eternal damnation with him. Government employees doing acts of terror against Christian places of worship. This is who our Corrupt Governments hire, not to protect and serve the people but do literal acts of terror against them. https://youtu.be/uCLkFrPdhXw Just look at our government run businesses in the LCBO https://youtu.be/THQWvc3_jcc ,which appears to have a very high number of East Indian employees as staffers and the police do nothing against it or in defense of the taxpayer. It appears that many from India are doing the devils works against Canadians https://youtu.be/LfLzJX7kXuI What is Pierre Poilievre doing for our economy again, as he claims that he has more important things to do to save our economy than stand in defense of the Canadian people for our rights and freedoms. https://youtu.be/sJyC7yda2FE Lies all lies as he plays the role of Pinocchio. Canada Nation Defense for terrorists against the people of Canada and believers in Jesus Christ. health Canada scientists promoting death and illness promoting things that are harmful to pregnant women, fake science and forcing these things on people by threatening their incomes livelihoods and freedoms to have basic living essential and conditions. Canada Revenue robbing every tax payer until the have nothing left. Even in your death as they find new was to ensure that death comes sooner than later in our lives by creating suicide programs, and free drug programs, criminal release programs, allowing criminals to break into your home to steal, destroy and kill you and your family, inviting terrorist into the country and free to do whatever harm they want to the Canadian people. You go to jail and they are free to do it again. This story of capital gains https://youtu.be/c0OukNP1vZ8is even before Carneys new 2026 Capital gains tax laws on you initial home and property as well, not just secondary real estate. They are greedy and want everything that you have worked your whole life for. Truth be told though, they have being saying this the whole time "you will have nothing and be happy" All these things are real and are happening in Canada under this evil agenda of both the Federal and Provincial governments. You as Canadians need to arm yourselves with the power Of God in Jesus Name as His word warns us in Ephesians 6:12; For we wrestle not against flesh and blood, but against principalities, against powers, against the rulers of the darkness of this world, against spiritual wickedness in high places. If you still don't believe me, then ask yourself "What has any one of those fake politicians Federal and provincial done against any of these evil actions that have been forced onto the Canadian people since Trudeau too power ten years ago...That was rhetorical, that have done nothing but talk from both sides of their mouths. They have done nothing for the people but they have served themselves in every possible way as they are all guilty of taking your money and living high on the hog while you go broke, homeless and without food. They are true evil ang guilty of crimes against humanity. I vow as I decree and declare to my Father in the heavens in the name of Jesus, that I will pray for the good people of Canada against this evil and corruption every day. I hope that many of you will join me in these prayers IN THE MORNING AND AT NIGHT, for Him to defend us against our modern day Pharaoh in Canada and deliver us from our oppressors', as He did for Moses and his people in the Book of Exodus against that evil that Satan brought and is bring to us again today. Amen!
Identity Attack0.40713623
Insult0.26957804
Profanity0.11477985
Threat0.014393489
Severe Toxicity0.022064678
Moderate 0.3722269 Constructive 0.51 Meta_Commentary
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a …
O…M…G…! I did not realize, until I read these comments, how many nincompoops we also have in Canada! 1) we are ALL IMMIGRANTS with the First Nations being here first.* * since "time immemorial," a concept referring to First Nations presence on the land long before recorded history. Archeological and genetic evidence suggests migration from northeastern Asia, likely via the Bering Strait, with research pointing to human arrival 30,000 years ago or even earlier. 2) we have welcomed immigrants to settle our lands since more inhabitants equals more revenues for infrastructure. Yes, restructuring of the process is a good idea. 3) Poilievre is a thin skinned man of the pointy finger and blame game with little to offer in actual plans or programs. He plays to people’s gripes, whining, and general b*tch*ness. He IS very similar to the blow-hart down south although more literate. 4) There is no possible way he, especially being of like behaviour, could deal with The Felon. He is NOT a negotiator. He is not calm; he’s bombastic. He’s waaaaaaaay to the right, and will trample equal rights for women, and other valued communities. He has no interest in listening to other positions, views, or suggestions. His way or the highway. Again like the Fascist down south. 4) Our provincial leaders (except a few traitors to Canada’s sovereignty) are behind the extremely difficult work Carney is doing for our country. 67% of Canadians are cheering him on, including the Conservative playground scrapper, Doug Ford, plus Stephen Harper. So, put your bile on hold and support the positive. We’re in a really difficult, daily changing, coming at us from all sides, battle with the POS south of us. Carney is giving it his all. Can’t imagine he gets much sleep. How ‘bout break with the party-love, and have some respect for someone working so hard. Fighting for YOU! ❤️🇨🇦❤️
Identity Attack0.18903255
Insult0.3388922
Profanity0.10425757
Threat0.00746953
Severe Toxicity0.014253352
Moderate 0.33338684 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking …
And why is that incompetent Pierre Poilievre is still leading the Conservative Party of Canada when a competent and strong leader is available right there who is actually doing her job and serving Canadian asking the right questions
Identity Attack0.014249804
Insult0.37960073
Profanity0.018597418
Threat0.0062785195
Severe Toxicity0.004272461
Moderate 0.3281604 Moderate Con 0.374
Sep 29, 2025 IRCC Names India in Study …
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 …
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Pierre Poilievre - is the ONLY LEADER WHO CAN FIX CANADA HE HAS CLEAR GOAL AND PLAN - Please VOTE FOR HIM If you want our Golden-days back and clean Liberal mess
Identity Attack0.06385879
Insult0.06302499
Profanity0.02433617
Threat0.012233571
Severe Toxicity0.005874634
Low Tox 0.16851899 Moderate Con 0.47
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Dear Conservative Spokesperson: It's too bad you guys just can't help yourselves. Instead of criticizing policies or programmes, you feel most comfortable hurling personal insults. This is but one reason that Poilievre and Conservatives will …
Dear Conservative Spokesperson: It's too bad you guys just can't help yourselves. Instead of criticizing policies or programmes, you feel most comfortable hurling personal insults. This is but one reason that Poilievre and Conservatives will never win.
Identity Attack0.012240025
Insult0.06739554
Profanity0.012687869
Threat0.0084793
Severe Toxicity0.0019550323
Low Tox 0.13908891 Moderate Con 0.451 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Who is going to talk about how Canada is complicit in Israel's genocide. The same people who help carry out the genocide in Palestine also run the Government of Canada. its not a co-incidence as …
Who is going to talk about how Canada is complicit in Israel's genocide. The same people who help carry out the genocide in Palestine also run the Government of Canada. its not a co-incidence as soon as Carney steeped onto the scene Poilievre all but admitted out right defeat. he knew what was happening. that the powers that be had pulled support for him. The same powers run the news papers and media in Canada.
Identity Attack0.09328204
Insult0.03312982
Profanity0.011970525
Threat0.012699619
Severe Toxicity0.0037002563
Low Tox 0.12086493 Moderate Con 0.378
Jun 22, 2025 How Canada broke its immigration …
Poilievre has been screaming about this and all MSM did was deny, deny, deny. It didn’t go unnoticed. It was ignored for far too long.
Poilievre has been screaming about this and all MSM did was deny, deny, deny. It didn’t go unnoticed. It was ignored for far too long.
Identity Attack0.003089321
Insult0.028171662
Profanity0.014088398
Threat0.006925808
Severe Toxicity0.001115799
Low Tox 0.059232414 Moderate Con 0.38 Policy_Critique
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Fact: Pierre Poilievre can't fix what he is complaining about.
Fact: Pierre Poilievre can't fix what he is complaining about.
Identity Attack0.0022753682
Insult0.030375287
Profanity0.011543535
Threat0.006045496
Severe Toxicity0.0007390976
Low Tox 0.056016337 Low Con 0.227 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
If you look in on CBC or CTV news, what are they talking about ? Poilievre's leadership. They hold the Liberals to account exactly never.
If you look in on CBC or CTV news, what are they talking about ? Poilievre's leadership. They hold the Liberals to account exactly never.
Identity Attack0.009101473
Insult0.026315894
Profanity0.012141321
Threat0.006427396
Severe Toxicity0.0010061264
Low Tox 0.054779384 Moderate Con 0.4 Policy_Critique
Feb 26, 2026 18 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Is Michelle Rempel and her conservatives no longer taking money from Modi? I want Poilievre to have a background check. Is Poilievre compliant?
Identity Attack0.0039957687
Insult0.023608726
Profanity0.011902207
Threat0.006530962
Severe Toxicity0.00086307526
Low Tox 0.04290464 Moderate Con 0.344 Question
Sep 29, 2025 IRCC Names India in Study …
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Is Pierre Poilievre Maple Maga? He offered to do business with Elon Musk who cut Medicaid to 18 million people in the USA!!! Is he really Canada First?
Identity Attack0.0052166977
Insult0.017227544
Profanity0.011167783
Threat0.006330303
Severe Toxicity0.0010442734
Low Tox 0.03192045 Moderate Con 0.345 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Poilievre will only win if he runs a campaign on fixing the immigration system.
Poilievre will only win if he runs a campaign on fixing the immigration system.
Identity Attack0.010951365
Insult0.011578901
Profanity0.0108774295
Threat0.007301235
Severe Toxicity0.00093460083
Low Tox 0.031213367 Low Con 0.201 Call_To_Action
Feb 19, 2026 3 likes LILLEY UNLEASHED: The fall of …
POILIEVRE POILIEVRE POILIEVRE POILIEVRE POILIEVRE POILIEVRE POILIEVRE
POILIEVRE POILIEVRE POILIEVRE POILIEVRE POILIEVRE POILIEVRE POILIEVRE
Identity Attack0.000846326
Insult0.011882903
Profanity0.017299367
Threat0.0055972487
Severe Toxicity0.0014019012
Low Tox 0.015267765 Low Con 0.193
Sep 28, 2025 IRCC Names India in Study …

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.