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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: "What is Trump up to. …" 373 comments · Page 4 of 15
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Identity Attack0.18235919
Insult0.53014356
Profanity0.049928714
Threat0.008453408
Severe Toxicity0.0126394415
Moderate 0.47886392 Low Con 0.213 Insult
Jan 15, 2026 2.9 million Canadian temporary visas …
Trump, please don't add Canada to the US. We don't need more foreign scammers. 🙏🏻
Trump, please don't add Canada to the US. We don't need more foreign scammers. 🙏🏻
Identity Attack0.44690517
Insult0.5130944
Profanity0.07126612
Threat0.009074804
Severe Toxicity0.018384963
Moderate 0.47886392 Moderate Con 0.32 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Donald Trump is a threat not indian smart 😂 people
Donald Trump is a threat not indian smart 😂 people
Identity Attack0.41222036
Insult0.46923602
Profanity0.22792831
Threat0.06690872
Severe Toxicity0.02406851
Moderate 0.47886392 Low Con 0.182 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
Identity Attack0.44690517
Insult0.5101222
Profanity0.05017922
Threat0.009463178
Severe Toxicity0.020644438
Moderate 0.47772613 Low Con 0.183 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Everytime I watch these videos I feel like I'm infilitrating a racist pro-trump cult :D
Everytime I watch these videos I feel like I'm infilitrating a racist pro-trump cult :D
Identity Attack0.39966375
Insult0.40243408
Profanity0.18049006
Threat0.014911477
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.328 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
You guys are horrible you know the Liberals have destroyed our countries & CTV & CBC carry the liberals tanker full of BS for the Liberal party & we are feeling the pain. If you …
You guys are horrible you know the Liberals have destroyed our countries & CTV & CBC carry the liberals tanker full of BS for the Liberal party & we are feeling the pain. If you didn't scare & cas light the Canadian people we would have a deal with Trump & the US.
Identity Attack0.16801116
Insult0.4986907
Profanity0.1654338
Threat0.020436687
Severe Toxicity0.02077355
Moderate 0.47119883 Moderate Con 0.308
Dec 28, 2025 1 likes Deportations From Canada at Their …
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Trump is just right squeezing India US migration. They’re masters of fraudulence.
Identity Attack0.46028158
Insult0.4710501
Profanity0.0935729
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.46716887 Low Con 0.141 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
Trump is the bigot not letting people in. Canada lets them in, dangles hope, then kick them out.
Trump is the bigot not letting people in. Canada lets them in, dangles hope, then kick them out.
Identity Attack0.10221587
Insult0.4810288
Profanity0.0684662
Threat0.28890648
Severe Toxicity0.019611536
Moderate 0.45921504 Low Con 0.134 Comparative_Framing
Dec 25, 2025 Deportations From Canada at Their …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such …
Canada is ruined now. And our new Prime Minister will make it much worse quickly. He already has claimed Canada stands behind 2 states. One created to go to the palastinians. There is no such thing as a palastinian. It is not a land nor a nationality. They are killer muslims raised to hate the jews. I will retire soon, wealthy. I'm moving to the usa because I believe Canada will get worse. I believe the people from India have destroyed Canada as they have destroyed India. I would live with Mexicans ANYDAY over them! We need a Trump clone to get rid of them all. All they have done is made us racist because of how they live and how they treat us. Marc C is not going to do anything but make it way worse.
Identity Attack0.5135796
Insult0.40243408
Profanity0.092279755
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.469 Identity Attack Fear_Threat
Sep 29, 2025 Why Canadians Are Turning Against …
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney …
About time! Indians are indeed in all the jobs! My son born here went to a job interview and was disgusted with the entire room filled with Indians unable to speak proper English!!!!! If Carney does not stop them Trump or no trump, i will not vote for him again. As it is the jury is still out on him!!!!!?!! I hate Trudeau and the mess he's made of Canada!!!!!
Identity Attack0.43903774
Insult0.090437785
Profanity0.0030823688
Threat0.0030097065
Severe Toxicity0.000034775607
Moderate 0.44317427 Identity_Assertion
May 31, 2025
15:50 Bro if he gets through the border ima be so mad. The ONE thing, the ONE promise Trump has delivered on, at least so he says. Haha I will edit this comment at the …
15:50 Bro if he gets through the border ima be so mad. The ONE thing, the ONE promise Trump has delivered on, at least so he says. Haha I will edit this comment at the end of my watch EDIT: HE ROACHED OUT 🤣🤣 Ehhh tbh I dont blame him
Identity Attack0.09245483
Insult0.33998606
Profanity0.26555094
Threat0.06205949
Severe Toxicity0.023076924
Moderate 0.4421347 Moderate Con 0.384
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The Toronto Sun is owned by extreme right wing MAGA dupes, I think PP is everyone savior, but all he use as a Trump loving gift to the liberals gift to the liberals. So Toronto …
The Toronto Sun is owned by extreme right wing MAGA dupes, I think PP is everyone savior, but all he use as a Trump loving gift to the liberals gift to the liberals. So Toronto Sun, if all you wanna do is bash the liberals all day you can keep on doing that to your heart consent, but you sound like a bunch of whiners. What are your solutions? We don’t need whiners we need solutions….
Identity Attack0.038683333
Insult0.5130944
Profanity0.0715894
Threat0.010395273
Severe Toxicity0.011062622
Moderate 0.44039994 Low Con 0.267 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Indians in Canada is like Mexicans in US. There's a time when ICE Canada will happen when Elected a dictator like Trump.
Identity Attack0.46028158
Insult0.40243408
Profanity0.06345607
Threat0.021127338
Severe Toxicity0.019482423
Moderate 0.44002727 Low Con 0.255 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals from all over the world. They're not leaving. They don't care what Trump says. This is a very liberal area, they feel safe here while they take all of the jobs and live off from the system. Thank you woksters. You ruined the last few years of my life. The kids? The kids are screwed and our system has them programmed and brainwashed.
Identity Attack0.29188538
Insult0.47384647
Profanity0.28708664
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.508 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
What's it to you. It's about time you put your own racists advice and go back to United States Tyler. Our problem is our problem, you go take care of you iced sleepy trump probs
What's it to you. It's about time you put your own racists advice and go back to United States Tyler. Our problem is our problem, you go take care of you iced sleepy trump probs
Identity Attack0.2331515
Insult0.47020787
Profanity0.059948977
Threat0.010265815
Severe Toxicity0.016577384
Moderate 0.43475235 Low Con 0.211
Jan 27, 2026 Inside Canada's Indian Invasion...
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark …
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark Carney as the prime minister... Trump please come take Canada we welcome you!
Identity Attack0.37730414
Insult0.46625584
Profanity0.06495911
Threat0.009023022
Severe Toxicity0.017416617
Moderate 0.43230394 Moderate Con 0.434
Jan 27, 2026 Inside Canada's Indian Invasion...
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
I’d say, fundamentally, what’s truly broken in this country is the brainwashed, uniformed, Trump Derangement obsessed boomer class. They are deranged 😂. The way to fix this country is a “Destiney is Demographics” argument. The …
I’d say, fundamentally, what’s truly broken in this country is the brainwashed, uniformed, Trump Derangement obsessed boomer class. They are deranged 😂. The way to fix this country is a “Destiney is Demographics” argument. The uniformed, headline-reading, boomers voter cohort will be gone through attrition in the next decade and young conservative-minded millennials and Zoomers will fix this country. I love the boomers in my family but they’re a dangerous voting demographic who can be weapomized and controlled through their Trump hatred. Once they’re not a factor, we can right this ship. Just be patient bitters and sisters 😎
Identity Attack0.28034934
Insult0.48313886
Profanity0.15195307
Threat0.011223801
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.553 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I hope Trump was joking when saying India will be the 51 state, i mean canada. WTF happened?
I hope Trump was joking when saying India will be the 51 state, i mean canada. WTF happened?
Identity Attack0.053854458
Insult0.23237456
Profanity0.44431314
Threat0.00951496
Severe Toxicity0.019611536
Moderate 0.42129645 Low Con 0.278 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
6:51 the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
6:51 the Canadians even have a Trump Derangement Syndrome Sports emporium 😂
Identity Attack0.3817989
Insult0.40975618
Profanity0.049928714
Threat0.007598988
Severe Toxicity0.01935331
Moderate 0.41910073 Low Con 0.177 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I’ve travelled to the USA and many other countries and never had to provide financial information; proof of my rent; confirmation my taxes are paid? WTF has any of that got to do with a …
I’ve travelled to the USA and many other countries and never had to provide financial information; proof of my rent; confirmation my taxes are paid? WTF has any of that got to do with a vacation? So a Canadian passport or Nexus is no longer valid identification? Trump and his regime can go fk themselves!
Identity Attack0.0035184228
Insult0.11622798
Profanity0.14606807
Threat0.0024604006
Severe Toxicity0.00002743041
Moderate 0.41709882
Dec 11, 2025
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
They still bring them in Canada Tim Horton, gas station McDanol, Burger King, A&W, they take over everything trucking industry they fuck it up they all engineering. That’s exactly President Trump is fighting for.
Identity Attack0.04023018
Insult0.25602314
Profanity0.44431314
Threat0.017156094
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.3 Fear_Threat
Aug 26, 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 …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being …
Canadians need Trump. Or else Canada will get 1000% worst in the next 10-20 years if nothing changes This year only 35% of Canadians voted. We need to vote out the Cancerous Liberal Party. Being a liberal on Planet Earth should be illegal. They have done more damage then the Germans did
Identity Attack0.3817989
Insult0.42367843
Profanity0.07047026
Threat0.024235269
Severe Toxicity0.017868511
Moderate 0.41168427 Low Con 0.29
Jan 5, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)

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.