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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: "No it doesn't. This is …" 419 comments · Page 13 of 17
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that simply means canadians don't care so much about immigrants.
Identity Attack0.10221587
Insult0.029383656
Profanity0.013371054
Threat0.006809296
Severe Toxicity0.0021839142
Low Tox 0.112850055 Moderate Con 0.452
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
So the liberals one touch immigration system doesn’t work? No kidding.
So the liberals one touch immigration system doesn’t work? No kidding.
Identity Attack0.037909906
Insult0.036214896
Profanity0.015830519
Threat0.0067251488
Severe Toxicity0.0018310547
Low Tox 0.112643376 Low Con 0.168 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed by India in 1951 and made a state by India in 1987 to become the so-called Arunachal Pradesh. South Tibet includes Tawang, birthplace of the Sixth Dalai Lama and home to a four-hundred-year-old Tibetan Monastery. The Tibetans in occupied South Tibet are fast becoming strangers in their own native homeland because the Indian government is settling Indians in the region to change the demographic structure of the area and trashing the place just like the Indians did in India or in Canada. The Indians like to mock them, calling them Chinese as a form of insult (sometimes using slurs such as the C* word or the M* word). Rape by Indians in occupied South Tibet is a major source of anger among the locals toward the thuggish Indian occupiers. Another thing is that India doesn't trust the locals and likes to accuse them of being Chinese spies if they don't display enough loyalty to the Indian occupier. This area is tightly controlled by India, with limited access to the outside world. In 2014, a Tibetan Chinese called Nido Tania went to Delhi and was beaten to death because he looked 'Chinese'. His case was hardly an isolated one. Northeasterners in India have for years endured racial hatred by the Indian people. They have held demonstrations in New Delhi, but not much has changed. On December 9, 2025, a Chinese-looking youth from the north-east Indian state was murdered by racist Indian thugs. The thugs mocked him with racist taunts like "CHINKI, MOMO, CHINESE," etc., and then the youth was mercilessly beaten to death. This is not the first nor will it be the last case of racism against the north eastern people living under New Delhi's oppression. No killer or rapist of the northeastern people has ever been brought to justice. The Indian political leadership does nothing more than produce hollow words of sympathy: "I AM VARY VARY SAARY!" There was not even a single word of support or remorse from the high priest of the Bar-Rat hindu empire: Modi. The greatest irony and shameless hypocrisy of India and Indians is that the murdered youth's father is serving in the Indian Border Security Force and deployed along the border with China. He is fighting against China for a country that is ready to kill him and his family for looking Chinese. Some years back, yet another rape case by Indian soldiers occurred in Bomdila, South Tibet. The local police detained the two suspects, and the Indian military, fearing that the two suspects would be lynched, stormed the police station, vandalized it, and rescued the two suspects. This leads to massive protests by the local people. Eventually, the unrest caught the attention of New Delhi, and India flew in the defense minister to Bomdila to make a show of force to suppress the protests. Today, South Tibet is restless, and India knows it. This is the reason a law called the AFSPA (Armed Forces Special Power Act) is imposed on South Tibet. AFSPA gives the state the power to detain or kill anyone with impunity. No due process is needed. AFSPA is imposed on areas India deems restless, such as South Tibet and Kashmir. It is a law meant to suppress dissent and instill fear among the populace. The Tibetans in occupied South Tibet are voiceless people because they are not the right kind of Tibetans, so their plight is ignored by the Western world. I have yet to hear from the Western media any concern for the human rights abuses of the Tibetans in occupied South Tibet by India. P.S. I am using the word Tibetan as an umbrella term to include the various Sino-Tibetan Burmese people (Monpa, Abotani (called Lhotba on the Chinese side),..etc. The Sixth Dalai Lama was a Monpa) in South Tibet. The Sixth Dalai Lama is known for his many love poems and romantic escapades outside the Potola Palace. Sadly, his hometown, Tawang, is now under India's occupation since 1951. The Tawang Monastery is the last major frontier monastery before the area merged into the tribal region. It historically enjoyed a close relation with the Beijing central government. Free South Tibet (so-called Arunachal Pradesh) from India.
Identity Attack0.10221587
Insult0.032028005
Profanity0.024951037
Threat0.015947454
Severe Toxicity0.00415802
Low Tox 0.112643376 Constructive 0.594 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
Identity Attack0.0037182847
Insult0.070482984
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0014305115
Low Tox 0.112540044 Constructive 0.518
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
2:47 Read Scruton. The feeling of home is one of the most important aspects of humanity. The fact that they bring inferior cultures doesn't matter as much. The resulting decrease of social cohesion and the …
2:47 Read Scruton. The feeling of home is one of the most important aspects of humanity. The fact that they bring inferior cultures doesn't matter as much. The resulting decrease of social cohesion and the decreasing sense of belonging is what does it. If we don't change course soon, we're done. Rome is falling.
Identity Attack0.06340405
Insult0.034011267
Profanity0.017231047
Threat0.0077802283
Severe Toxicity0.0028800964
Low Tox 0.112333365 Constructive 0.628 Moral_Argument
Feb 10, 2026 Inside Canada's Indian Invasion...
Most students enroll in pgmp courses , at Algoma university nearly half the class doesn’t speak proper English, everybody chat gpts the assignments. The teachers are sick of evaluating reports and assignments that they clearly …
Most students enroll in pgmp courses , at Algoma university nearly half the class doesn’t speak proper English, everybody chat gpts the assignments. The teachers are sick of evaluating reports and assignments that they clearly know was not written by that student. Nevertheless Algoma has minted money.
Identity Attack0.007917541
Insult0.06494803
Profanity0.01627459
Threat0.005861019
Severe Toxicity0.0012588501
Low Tox 0.112333365 Moderate Con 0.405
Oct 1, 2025 IRCC Names India in Study …
She came here to study. And then she is classed as a TEMPORARY Foreign Worker. She even acknowleges that she doesn't have enough experience under the program's stipulations to stay. Is something lost in translation …
She came here to study. And then she is classed as a TEMPORARY Foreign Worker. She even acknowleges that she doesn't have enough experience under the program's stipulations to stay. Is something lost in translation here? 🧐 She now has transferrable skills AND an education to take back to her home country. AND she can reapply to reimmigrate as a PERMANENT RESIDENT next time. She is exploiting the system.
Identity Attack0.023997234
Insult0.04090862
Profanity0.014839902
Threat0.0067057298
Severe Toxicity0.0020694733
Low Tox 0.11223003 Constructive 0.66 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.72
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the …
“Canada was built by immigrants. Unless you are Indigenous, every Canadian’s family came here from somewhere else. Instead of blaming immigrants, we should be addressing the real issues: wages that don’t keep up with the cost of living, lack of affordable housing, and job exploitation. Many immigrants work hard in low-wage jobs that others don’t want to take. Pointing fingers at each other doesn’t solve the problem—working together for fairness and equality does. We need unity, not division.”
Identity Attack0.08583717
Insult0.04149419
Profanity0.015386449
Threat0.007081157
Severe Toxicity0.0029754639
Low Tox 0.11212669 Constructive 0.727
Aug 26, 2025 Why Canadians Are Turning Against …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population spike, overall provide better living back home. Yet every one of them tries to leave for other countries in the world for a better life. Then why grow the population so rapidly fast! Never understood that part. On the flip side sure grow your population if your country provides better life in terms of all those necessities. But pretty much other countries are baby sitting and raising them yet they brag were the second largest population. Doesn't make sense to brag about that!
Identity Attack0.04177703
Insult0.04090862
Profanity0.023721304
Threat0.007340072
Severe Toxicity0.0032806396
Low Tox 0.11202335 Constructive 0.731 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated …
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated against when they first arrived, so were forced to fend for themselves and build businesses, trade amongst their own kind. It is also a well known fact that sikhs regardless of their age or status, always work and sustain themselves, you will never see a sikh on welfare. The problem is the vast displacement many Canadians feel. The government needs to rethink their planning about this.
Identity Attack0.099899694
Insult0.036435258
Profanity0.01887069
Threat0.008039144
Severe Toxicity0.0031661987
Low Tox 0.11192002 Constructive 0.77
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Not trying to adapt to a foreign culture just because you’re the foreigner doesn’t sit right with me
Not trying to adapt to a foreign culture just because you’re the foreigner doesn’t sit right with me
Identity Attack0.07921951
Insult0.026831545
Profanity0.023652986
Threat0.00675104
Severe Toxicity0.002374649
Low Tox 0.11192002 Moderate Con 0.389 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Listen, this is the mind of the colonizer. Remain who you are. Never forget where you come from. Have respect for others. Just because you left your culture doesn't mean you have to take on …
Listen, this is the mind of the colonizer. Remain who you are. Never forget where you come from. Have respect for others. Just because you left your culture doesn't mean you have to take on that culture. You just have to respect other people.
Identity Attack0.04151922
Insult0.03588435
Profanity0.016069634
Threat0.006602164
Severe Toxicity0.0020313263
Low Tox 0.11181668 Constructive 0.555 Moral_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just …
These colleges should be shut down, and the determined names should be sent out. Plus, I saw a house that has 12-15 people in it? Was that even possible? Some doesn’t speak English. It’s just puzzling? How did they get here in the first place? Well in the first place? You need to have a good ielts score, money to provide for yourself? It’s just mind boggling that these are happening? Right under in the governments noses.
Identity Attack0.0075845607
Insult0.04207976
Profanity0.021876704
Threat0.009463178
Severe Toxicity0.0025177002
Low Tox 0.11171334 Moderate Con 0.484
Nov 8, 2025 1 likes IRCC Names India in Study …
Canadians can see for themselves how bad this is. But this government doesn't believe what Canadians say or see.
Canadians can see for themselves how bad this is. But this government doesn't believe what Canadians say or see.
Identity Attack0.089973204
Insult0.032468732
Profanity0.012380436
Threat0.0067769317
Severe Toxicity0.0021457672
Low Tox 0.11171334 Low Con 0.293 Policy_Critique
Feb 24, 2026 20 likes 'We do know that there's …
Tim's doesn't even know what kind of restaurant it wants to be anymore
Tim's doesn't even know what kind of restaurant it wants to be anymore
Identity Attack0.0041992567
Insult0.06023245
Profanity0.019622196
Threat0.0061878995
Severe Toxicity0.0014019012
Low Tox 0.11140333 Low Con 0.192 Meta_Commentary
Jan 28, 2026 6 likes Inside Canada's Indian Invasion...
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live a better lives. They didn't know after they came here for work and or college/university they become in major debt. They said that they're in a luxury debt and never getting out of debt knowing that they're stuck in Canada and can't be allowed to leave unless they pay off the debts. That's 100 % wrong to do that to people when they know they don't feel welcomed and want to go home. I'm a metis Canadian and I had to leave Ontario to find affordability and miss my home. GOVERNMENT THIS IS YOUR FAULT AND YOU KNOW IT! Let them go home in debt. You made this mess. FIX IT! Including the baby boomers that made the problem started 8 % rate interests to buy houses. That was a mistake that should be bought 1 house and nothing else. I forgot to add something. The uber driver told me that india doesn't know that it's a debt luxury trap that you can't leave unless you pay your debt. He felt alone and found some people and the internet to make himself feel better temporary. TEMPORARY! He hates it here, but he respects Canadians. He feels sorry for the new ones that are coming to become debt trap. It's the same for the pharmacy. She got into college to be a pharmacy and bought the store. She is on low income but doesn't qualify for any supports like benefits to pay off her medical things. The reason she can't because they'll see the pharmacy store is income. Wait what? So she doesn't quilify for benefits because she's making income to pay off her massive loan to do her job. It's not enough to live by as what she told me. She also does misses home, but also traped in luxury debt. This is what I have learned so far. I went through a car accident and coudln't get out of the car. I thought in Brampton, Ontario was the rudest people on the planet, but was saved by the angels of indian people saved me out of the vehicle from the smoke. I still thank you! There is still good people out there and some are stupid people out there. Keep it up because being kind gets you to be positive to others and make things better when the world is fcked right now.
Identity Attack0.060675595
Insult0.03566399
Profanity0.019348921
Threat0.0074824756
Severe Toxicity0.002822876
Low Tox 0.11129999 Constructive 0.816
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent …
I know why an American youtuber is making this video it's all geopolitics. Listen , Canada wants to be an independent country, with a slogan like “Buy Canadian, Build Canadian.” For that, it needs talent from Europe and Asia as well. But the USA doesn’t want this to happen, so these propaganda channels are becoming active. Look at the timing of this video. Keep in mind that the most brilliant minds from Asia, Europe, and even your own country are working for Canada that’s why companies are recruiting them so assuming they have no civic sense doesn't make sense . At the same time, you must be able to identify the moles among them. Trudeau has already given authority to an alleged Indian terrorist within his regime. A wise decision is needed for your country's growth
Identity Attack0.050671257
Insult0.039444692
Profanity0.019143965
Threat0.0074306927
Severe Toxicity0.002861023
Low Tox 0.11129999 Constructive 0.531 Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
There’s no divide. 100% of everybody I talk to in Canada thinks immigration levels are too high. And it doesn’t matter if the Canadians I talk to are Irish Canadians or if they are immigrants …
There’s no divide. 100% of everybody I talk to in Canada thinks immigration levels are too high. And it doesn’t matter if the Canadians I talk to are Irish Canadians or if they are immigrants from India. Every single person wants lower immigration.
Identity Attack0.10221587
Insult0.024768941
Profanity0.01309778
Threat0.0062008454
Severe Toxicity0.0021266937
Low Tox 0.11119666 Constructive 0.549
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
The term "Racism" doesn't exist anymore.
The term "Racism" doesn't exist anymore.
Identity Attack0.06476828
Insult0.020966014
Profanity0.025497584
Threat0.007586042
Severe Toxicity0.0034713745
Low Tox 0.11088664 Low Con 0.18 Unverified_Claim
Jan 28, 2026 13 likes Inside Canada's Indian Invasion...
The huge problem created by Liberal government doesn’t have precedent!
The huge problem created by Liberal government doesn’t have precedent!
Identity Attack0.019977676
Insult0.04207976
Profanity0.012107162
Threat0.0069387536
Severe Toxicity0.001783371
Low Tox 0.11057663 Low Con 0.182
Oct 1, 2025 2 likes IRCC Names India in Study …
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next …
isn't it wonderful when you can't afford a car and the government doesn't put enough public transit on the road so everyone is crammed on the bus like sardines so pickpockets can get right next to you to steal from you and no way you can get a seat which is really convenient when the bus brakes in an emergency and it's especially convenient when people have health problems standing for long periods of time on top of the time they spend standing at work ... packing people on buses is a human rights violation in some places around the world ... the government in Canada is mostly irresponsible and I'm not getting any happier myself for what the government is doing to everyone
Identity Attack0.0053276913
Insult0.0573046
Profanity0.021808386
Threat0.008738215
Severe Toxicity0.0026130676
Low Tox 0.11057663 Constructive 0.654
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Sorry Brian Kenny doesn't deserve anyone's attention after what he did to Albertans..Never forgive
Sorry Brian Kenny doesn't deserve anyone's attention after what he did to Albertans..Never forgive
Identity Attack0.0064006294
Insult0.05144889
Profanity0.011389818
Threat0.0076637166
Severe Toxicity0.0016975403
Low Tox 0.10956833 Moderate Con 0.464 Identity_Assertion
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
At 3:13 We no this guy doesn't pay any taxes and abuses the system so why is he complaining about others doing it. $100 says he doesn't have a job and is homeless.
At 3:13 We no this guy doesn't pay any taxes and abuses the system so why is he complaining about others doing it. $100 says he doesn't have a job and is homeless.
Identity Attack0.0047727237
Insult0.05086332
Profanity0.013712646
Threat0.006602164
Severe Toxicity0.001783371
Low Tox 0.10826672 Moderate Con 0.44
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Some of what the people are saying like "they don't pay taxes" (as a generality. Doesn't mean some don't, just like some lifelong Canadians may not) sounds absurd, but some other points like sticking together …
Some of what the people are saying like "they don't pay taxes" (as a generality. Doesn't mean some don't, just like some lifelong Canadians may not) sounds absurd, but some other points like sticking together in their own bubbles and employment circles certainly seems like a valid criticism and a problem.
Identity Attack0.0233943
Insult0.059061307
Profanity0.015693882
Threat0.0061878995
Severe Toxicity0.0015163422
Low Tox 0.10783285 Constructive 0.731
Sep 20, 2025 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.