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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: "Don't give in to that …" 664 comments · Page 9 of 27
Canadian Govt. must learn from middle east...Saudies, dubai, baharin. etc...they bring in cheap labour from world over but never give citizanship rights be it a muslim worker...contract over go back to your home countries...
Canadian Govt. must learn from middle east...Saudies, dubai, baharin. etc...they bring in cheap labour from world over but never give citizanship rights be it a muslim worker...contract over go back to your home countries...
Identity Attack0.48915586
Insult0.24928534
Profanity0.021535112
Threat0.009566744
Severe Toxicity0.017222947
Moderate 0.39644176 Moderate Con 0.317
Aug 25, 2025 Why Canadians Are Turning Against …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the guy on the bike is quite racists nobody east poop but people who don't wash their @$$ after business don't have to give hygienic advice 😂
Identity Attack0.37082586
Insult0.3416952
Profanity0.2366394
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.39644176 Constructive 0.535 Moral_Argument
Feb 4, 2026 Inside Canada's Indian Invasion...
Honestly I believe this is the universes way of giving white people there karma simple.
Honestly I believe this is the universes way of giving white people there karma simple.
Identity Attack0.4482637
Insult0.16780703
Profanity0.1554785
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.223 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights …
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights for the safely of kids . Fighting against SOGI and Transgender mutilation. Fighting for the rights of Parents. Fighting against mainstream media. Fighting to protect law abiding citizens for standing up to government corruption and the health care authority that continues to spread false information . Fight for gun owners. Pushing for Castle Law . Fighting the corruption in the legal system that allows the prosecution of innocent Canadians and the violation of their charter of rights. If the Conservative Party isn't willing to fight, really fight, then we are still being governed by one big Uniparty playing politics.
Identity Attack0.30103904
Insult0.42743355
Profanity0.124631
Threat0.060766358
Severe Toxicity0.019740647
Moderate 0.38811707 Moderate Con 0.487 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are …
You havent seen the nasty parts. Of course walking into temple with a camera you will hear advocation for peace. Growing up there you are taught in school that if you are white you are evil from the teachers and the brown students of which outnumber you 20/1 take that mileage and run with it. Many employers and landlords will not even give you a chance unless you are of their faith or from their home region in india or pakistan, and if you are black or white than you shouldnt even bother trying… aint gonna happen. There is a massive entitlement from the younger Sikhs who actively want to see the country become more closer to the punjab with Brampton being the new Lahore. Street violence rarely gets brought up anymore because it is so frequent so media only jumps on it if they got nothing else to use. The majority of gangs are in Bramalea south of Kennedy. This isnt just circumstances because “they have it so hard here boohoo”. The Tamel people that live in Brampton come from India and Sri Lanka. Many fled due to the tigers and because India has been trying to destroy their culture for a long while. You wont find Tamel who has lived in Canada more than a year in a gang, or with a thick as lard accent, or speaking their previous language in public. They are good people, very respectful.
Identity Attack0.44690517
Insult0.3388922
Profanity0.17101645
Threat0.025961896
Severe Toxicity0.022710243
Moderate 0.38601747 Constructive 0.663 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty …
I'm an Indian and Punjab is the worst state where all the drugs, criminals, illegal border crossings, rape, human traffickers and terrorism, gangs, gang violence connecting with khalistan are raised and they just have plenty of land plus black money which gives them power. Sad some of the states have totally put the whole country name to such a shame and have never evolved from such a mindset. I just pray Indians to represent their country abroad as a better citizen and respect their laws and culture.
Identity Attack0.44690517
Insult0.36537176
Profanity0.20916378
Threat0.12689553
Severe Toxicity0.031420294
Moderate 0.38601747 Constructive 0.704 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 in London when my friend took me along to a gurdwara,my first time . They don't ask any questions, they just feed and you will see people volunteering their services at preparing the food and someone else serving you...at least, they give back to society unlike some of the filthy rich who just want to hoard more and give nothing back . People don't realize that the world revolves on kind people and their generosity. If everyone was greedy, there would be nothing else to hoard and you can't even take it with you when your life ends. I guess it's just a matter of perspectives and your life experiences !
Identity Attack0.39461556
Insult0.37506318
Profanity0.20808282
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.844
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
9:02 " said they walk naked near the window" who is also half naked outside and giving an interview😂
9:02 " said they walk naked near the window" who is also half naked outside and giving an interview😂
Identity Attack0.023595277
Insult0.07555214
Profanity0.2564132
Threat0.024753258
Severe Toxicity0.022322904
Moderate 0.3827457 Low Con 0.283 Humor_Satire
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
no one of them study and the Government know they never study why so they give them Visas All fake and lie
no one of them study and the Government know they never study why so they give them Visas All fake and lie
Identity Attack0.04822223
Insult0.40243408
Profanity0.044417568
Threat0.008712323
Severe Toxicity0.008659363
Moderate 0.37751234 Low Con 0.158
Oct 13, 2025 IRCC Names India in Study …
I've been saying for the last 6 years the whole problem with Canada is immigration it's got nothing to do with housing hospitals Healthcare schools and especially welfare it's because always new immigrants don't actually …
I've been saying for the last 6 years the whole problem with Canada is immigration it's got nothing to do with housing hospitals Healthcare schools and especially welfare it's because always new immigrants don't actually do anything they've been bad for Canada and will never be any good they hate the country but yet they want to be citizens give me a break our country is full of protesters and criminals
Identity Attack0.33675182
Insult0.37846634
Profanity0.027547138
Threat0.009256045
Severe Toxicity0.012962224
Moderate 0.37751234 Constructive 0.602 Identity_Assertion
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Well the Sikhs and Hindus are giving free food to all irrespective of their race or religion. How are they as new immigrant problem for locals? I only smell racism
Identity Attack0.41222036
Insult0.21836096
Profanity0.052183274
Threat0.007974415
Severe Toxicity0.014769804
Moderate 0.37751234 Constructive 0.522 Moral_Argument
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they …
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they dont speak anytrhing because they are afraid
Identity Attack0.44690517
Insult0.16802633
Profanity0.11230402
Threat0.019055385
Severe Toxicity0.019095084
Moderate 0.37751234 Moderate Con 0.387
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
Identity Attack0.44690517
Insult0.27969417
Profanity0.08064143
Threat0.011120236
Severe Toxicity0.017158391
Moderate 0.37751234 Constructive 0.542 Identity_Assertion
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Born here too and yes Canada has changed for the worst I'm not racist either but I do notice there is less jobs and less homes and dirt messy places too! Like Vancouver not the …
Born here too and yes Canada has changed for the worst I'm not racist either but I do notice there is less jobs and less homes and dirt messy places too! Like Vancouver not the island even Burnaby has changed it uses to be peaceful and now it's full of crime and I was born there! I no longer live there and everything has changed my old home gone😢 the beautiful trees gone😢 and like you said the issue with the price hike freaking killing us on disability, my family all adults have to buy noodles which if you have heartburn issues is a no no but it's cheap and the 1 thing we can afford but iits cause us to need the doctor to give us medication for heartburn. The good food like rice is almost 3 dollars a bag in knorrs that gives you 1 meal.. we can't afford that, hence why we go to snack isle because you could get a 3 dollar snack that will last you way longer than the other.. I'm always worrying.
Identity Attack0.21470967
Insult0.344702
Profanity0.21673056
Threat0.038911607
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.876 Personal_Narrative
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
The white elite are giving away the entire western world.
The white elite are giving away the entire western world.
Identity Attack0.43896464
Insult0.1505596
Profanity0.10982819
Threat0.04233929
Severe Toxicity0.017868511
Moderate 0.37576625 Low Con 0.111 Identity_Assertion
Feb 5, 2026 Inside Canada's Indian Invasion...
11:00 its giving daycare fraud
11:00 its giving daycare fraud
Identity Attack0.030433474
Insult0.16766082
Profanity0.12220735
Threat0.011638066
Severe Toxicity0.016900165
Moderate 0.37576625 Low Con 0.247 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals destroyed the whole system in this country! From sending money to corrupt Ulraine regime, paying free hotels and giving money to bogus claims! Next level corruption and wasting of taxpayers money 💰
Liberals destroyed the whole system in this country! From sending money to corrupt Ulraine regime, paying free hotels and giving money to bogus claims! Next level corruption and wasting of taxpayers money 💰
Identity Attack0.11860296
Insult0.3682569
Profanity0.025907494
Threat0.009385503
Severe Toxicity0.007286072
Moderate 0.37576625 Low Con 0.213 Policy_Critique
Feb 24, 2026 'We do know that there's …
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Indians established a colony in Canada a long time ago, and their number grew like mushrooms. Before it's too late, Canadians must give up English and learn Hindi. The truth is depressing!
Identity Attack0.4054415
Insult0.26957804
Profanity0.038655918
Threat0.008090926
Severe Toxicity0.014769804
Moderate 0.37073207 Moderate Con 0.357 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Identity Attack0.4139151
Insult0.26957804
Profanity0.049427703
Threat0.011612174
Severe Toxicity0.018126737
Moderate 0.36867723 Constructive 0.504 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. …
All these comments are correct. We are all sick and bloody tired of what is going on in once a beautiful country here in cal Gary Alberta Canada, especially the Northeast quadrant of the city. It is nothing but people from India. They're Punjab, people from Nigeria, Africa, and the Philippines, and in my experience. I am a blind, white single woman who owns my condo and a perfect parking spot for 8 years. I have bean horrifically harassed, buy these people. Because I would not bow down to their demands to give them my parking stall. They used the Calgary city police as weapons against me. Calling them and telling them I am a child molester, because I was Videoing in public videoing, taking evidence Of what is going on around here? Witches, my constitutional right? They called the cops telling them, I am a racist, a drug dealer, and a killer. They almost we're successful in having my nephew arrested telling the police that he hit their little cockroaches. With his car, the black cop that I invited into my home stupidly. Was Very hot and waning arrest both of us, but there was no damage on the car. No damage on their little cockroaches, no charges, but the black cop 2 hours later cold because he wanted my nephew's license plate number. He was probably trying to catch him driving dirty, but never called back. So he didn't find anything. These people have threatened to shoot me. They have threatened big consequences. They have threatened to slap the f out of me. They have threatened to pop the pimples out of my eyes. And when they found out that I was blind, that's when they ramped up the harassment, the cops did nothing about the threats towards me when they told the cops that we I threatened to kill them. They are the ones that threaten to chop my nephew and his dog up. The cops never did anything about their threats. They told me to stay in my unit for safety or move for my safety. The condo corporation refuses to do anything as well. So if anyone nose a good civil rights lawyer, please reply to me. Because I fear for my life, this is no joke and because I have to move. I will have a good case to sue the condo corporation as I feel unsafe. These people from these countries do not like people. With disabilities, they believe that we are a curse and that we are a waste of society.
Identity Attack0.3780483
Insult0.32682732
Profanity0.14402086
Threat0.02250864
Severe Toxicity0.019998873
Moderate 0.36095104 Constructive 0.759 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in …
Canada is COOKED! crime, extortion, fake students on a visa working full time jobs, fake asylum claims, temporary foreigner worker program, "Diploma Mill" colleges, Poaching wild life. And ask the Canadians who grew up in Canada what it is like trying to find a job, If your last name isn't Singh or Patel good luck to you. Why is it that The Liberal government is letting in over 50% of the immigrants from India compared to the other nations? This is how you get cultural dominance. Immigrants who came to Canada before 2015 really wanted to become Canadian. Now everyone is coming at a fast rate, no one gives a F.
Identity Attack0.36702603
Insult0.27146968
Profanity0.043165036
Threat0.010990778
Severe Toxicity0.017803956
Moderate 0.36095104 Constructive 0.527 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Only the Sikhs and Hindus will give you prashad and free meal to anyone. Because they believe in charity. If it was Islamic, you get nothing.
Only the Sikhs and Hindus will give you prashad and free meal to anyone. Because they believe in charity. If it was Islamic, you get nothing.
Identity Attack0.45610145
Insult0.15236975
Profanity0.048425674
Threat0.009877442
Severe Toxicity0.015479924
Moderate 0.36095104 Moderate Con 0.347
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all …
What do we think about it? I've heard words that are not in any dictionary. Yet, they are understood in their intent. There are too many that are far too ignorant. Those, give them all a bad rep. I don't blame them for being here, except those that don't leave when required. However, the government knew it would be a problem with the numbers allowed; lack of resources to ensure they were sent packing when their time expired. It should be codified in law that if you do nkmot leave, your entire family, including extended family gets the boot.
Identity Attack0.016159095
Insult0.40243408
Profanity0.06546012
Threat0.009929225
Severe Toxicity0.005722046
Moderate 0.36043653 Constructive 0.758 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We need to give goofy helmet, safety vest Guy a permanent visa to the USA ASAP
We need to give goofy helmet, safety vest Guy a permanent visa to the USA ASAP
Identity Attack0.10221587
Insult0.3406697
Profanity0.19032755
Threat0.029933142
Severe Toxicity0.01683561
Moderate 0.36043653 Low Con 0.161 Solidarity
Jan 27, 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.