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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 about the other 5 …" 438 comments · Page 6 of 18
So this Tyler Oliveira guy is just lidl Channel 5 but clickbait for racists or what?
So this Tyler Oliveira guy is just lidl Channel 5 but clickbait for racists or what?
Identity Attack0.23694818
Insult0.27763805
Profanity0.11168506
Threat0.009178371
Severe Toxicity0.014317908
Moderate 0.37751234 Low Con 0.178 Meta_Commentary
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Years ago, my great great grandfather came over here with $5. And he did fine. The liberals bring over all these monkeys over to dedicate into the streets, poach our fish, groping our women and …
Years ago, my great great grandfather came over here with $5. And he did fine. The liberals bring over all these monkeys over to dedicate into the streets, poach our fish, groping our women and young girls. Panhandling when they have a Rolls-Royce and a brand new home. Disrespecting Canada altogether and a lot of them say that they hate Canada if they hate Canada so much pack your stuff up and go back and be brave and clean up your own country instead of making Canada into outhouse
Identity Attack0.2808415
Insult0.40975618
Profanity0.094542764
Threat0.0116639575
Severe Toxicity0.014963473
Moderate 0.37751234 Moderate Con 0.402
Jul 20, 2025 How much do refugees and …
⚠️ Freedom of Speech ≠ Freedom of Hate Speech. 1. Do they have any Valid Answer for Why They Hate Indians? 2. Do they have any Logical Explanation for How Indians are Harming People Across …
⚠️ Freedom of Speech ≠ Freedom of Hate Speech. 1. Do they have any Valid Answer for Why They Hate Indians? 2. Do they have any Logical Explanation for How Indians are Harming People Across the World? 📌 The Answer is NO. 👾 Any Negative Action or Thought By An Individual from India ≠ Every or Many Indians' Action or Thought. 👾 Minor Exceptions Do Not Represent Most of the Indians. 🤖 Spreading Hatred Because of a Minor or No Reason is a Sign of Poor Mental Condition or Lack of Proper Education & Awareness. 🇮🇳 India is Much Bigger than Someone's Imagination. 🇮🇳 Being An Indian is a Matter of Pride. 1. India is the World's Largest Democracy. 2. India is One of the World’s Oldest Civilizations. 3. India has the World's Oldest Religion. 4. India is One of the Most Diverse Countries in the World. 5. India is One of the Fastest-growing Major Economies in the World. 6. India is the 4th Largest Economy in the World. 7. India has One of the Fastest-growing Startup Ecosystems in the World. 8. India is the Home to 18% of Total Humanity on Earth. 9. India has One of the Most Influencial Cultural Diversities in the World. 10. India Produces World's 2nd Most STEM (Science, Technology, Engineering & Mathematics) Graduates Every Year. 11. India has One of the Largest Youth Work forces in the World. 12. India has the 2nd Largest Active Military Personnel in the World. 13. India is the 4th Powerful Military in the World. 14. India is the World's Pharmacy that Provides 20% of the World’s Generic Medicines. 15. India is the First Country to Reach Mars Orbit on its First Attempt. 16. India is the First Country to Land near the Moon’s South Pole. 17. Many Scientific & Mathematical Concepts Like Zero, Decimal System, Yoga, Astronomy, Metallurgy were Originated in India. 18. India has the World's Largest Highly Skilled Diaspora across the Countries. 19. India is the CEO Capital of the World leading World's Largest Corporations. 20. India has 3rd Highest Billionaires in the World. 21. About 11% of All the American Unicorn Startups are Co-founded by Indian Origin Citizens. 22. About 10% of Total US Patents are Attributed to the Indian-origin Inventors. 23. About 10% of Total US Physicians are of Indian Origin. 24. Indian Diaspora Contributes more than 5% of Total US Income Taxes Annually. 25. Indian Diaspora Contributes more than 5% of the UK’s Total GDP. 26. About 60% of all Hotels in the United States are Owned By Indian-origin Businessmen. 27. About 40% of all Convenience Stores in the US are Owned By Indian-origins. 28. Indian Origins are the Highest-earning Ethnic Group in the U.S. 29. Indian Diaspora Holds over 300 High-ranking Government Positions Across the Countries. 30. India Survived & Rebuilt itself after Centuries of Foreign Invasions & Colonization. 🤔 Actions of Individuals ≠ Actions of 1.4 Billion Indians.
Identity Attack0.39334553
Insult0.25998658
Profanity0.14313951
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.601 Moral_Argument
Feb 20, 2026 1 likes Inside Canada's Indian Invasion...
5:37 where did any American get the cheek to come at someone else’s intelligence
5:37 where did any American get the cheek to come at someone else’s intelligence
Identity Attack0.2772088
Insult0.2435641
Profanity0.10425757
Threat0.0116639575
Severe Toxicity0.016125489
Moderate 0.37751234 Moderate Con 0.309 Meta_Commentary
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over …
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over the last 5 years.
Identity Attack0.44690517
Insult0.21368977
Profanity0.10549548
Threat0.009981008
Severe Toxicity0.014898917
Moderate 0.37751234 Constructive 0.551 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
The old stock Indians would likely welcome mass deportations of the rabble that flooded Brampton in the last 5 years.
Identity Attack0.41222036
Insult0.27558193
Profanity0.10549548
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.353 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
5 million needs to be kicked out from Canada , and then everything will be ok .
5 million needs to be kicked out from Canada , and then everything will be ok .
Identity Attack0.36273825
Insult0.15485314
Profanity0.041912504
Threat0.34926313
Severe Toxicity0.023076924
Moderate 0.37694603 Low Con 0.147 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
5:32 bro wtff?? 😂😂
5:32 bro wtff?? 😂😂
Identity Attack0.0058086636
Insult0.06858205
Profanity0.473824
Threat0.007586042
Severe Toxicity0.02402156
Moderate 0.37458646 Moderate Con 0.358
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We have to stop letting the bad ones in.
Identity Attack0.2795294
Insult0.36537176
Profanity0.048425674
Threat0.009437286
Severe Toxicity0.012574885
Moderate 0.37458646 Moderate Con 0.464 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has …
This video says exactly what I've been saying for years. I've lived in Brampton my whole life and im 40 now so I'll tell you its changed and changed for the worse. My car has been broken into atleast 20 times in 5 years and 3 months ago a older Indian man broke into our house and was wearing my sister's clothes sleeping in her bed. He went through all our stuff and even ate food out of the fridge. So violating and frustrating living in Brampton lately. I'm so ashamed to say im from Brampton and even indian people in other towns have made fun of me for living in Brampton and telling me how bad the driving is. Lol thanks buddy. 😢
Identity Attack0.36702603
Insult0.24287975
Profanity0.22592722
Threat0.054624002
Severe Toxicity0.023076924
Moderate 0.37340668 Constructive 0.805 Personal_Narrative
Sep 19, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
5:28 maybe it’s because of I dunno they can’t afford higher levels of schooling Based on research, studies, and expert analysis, the lower average IQ scores reported for some African populations are largely attributed to …
5:28 maybe it’s because of I dunno they can’t afford higher levels of schooling Based on research, studies, and expert analysis, the lower average IQ scores reported for some African populations are largely attributed to environmental, developmental, and educational factors rather than an inherent genetic deficiency.😮😮😮
Identity Attack0.3825363
Insult0.1711343
Profanity0.11911256
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.3722269 Moderate Con 0.389 Unverified_Claim
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have ties to Terrorist or Criminal Organizations! (I could post a List of Known Terrorist Groups Operating in Canada, Most are from Muslim countries, India, Pakistan, and Palestine!) 2. Any Immigrant that REFUSE to comply with Canadian Laws needs to be Deported! (Example: Not having to wear motorcycle helmets for "Religious reasons" and that kind of stuff!) 3. If an Immigrant commits a crime it is INSTANT DEPORTATION, never to be allowed Entry Again! (including any and all members of their Families!) 4. Canada needs to STOP subsidizing these Immigrants PAY! You want to come to work, Fine You EARN your ENTIRE Pay Check like everyone else does! (I know at least ONE Employer that is Scamming part of the Subsidy for themselves instead of paying workers what they are supposed to pay them! I am sure there are others!) 5. If you throw a protest for a Known Terror group, INSTANT Deportation!
Identity Attack0.38699543
Insult0.25800487
Profanity0.036651865
Threat0.050098058
Severe Toxicity0.02258113
Moderate 0.36867723 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
The “students” who came in the past 5 years kinda ruined it for older South Asian immigrants and brown kids who were born in Canada.
The “students” who came in the past 5 years kinda ruined it for older South Asian immigrants and brown kids who were born in Canada.
Identity Attack0.41052565
Insult0.19967617
Profanity0.039657943
Threat0.01101667
Severe Toxicity0.011444092
Moderate 0.36095104 Moderate Con 0.461 Identity_Assertion
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own …
Welp, 1. We gave government immigration jobs to the very same greasy people who are not doing any kind of vetting. 2. Immigration "consultants" gaming the system by submitting false documentation and defrauding their own people in the process. (See Item 1) 3. Shopping mall colleges enrolling foreign students, taking their money and pumping out useless "Business Diplomas" for classes they never attended, Then they claim asylum and or turn to crime all the while mooching off food banks. (See items 1 & 2) 4. Foreign investors buying Tim Hortons, McDonalds, and other retail business then import and only hire their own people to work as indebted slaves as Canadian tax payers subsidize them. 5. Anyone can claim refugee status in Canada and get instant benefits. 6. They can bring over Grama and Grampa who contribute zero to the economy and clog up social services and the healthcare system. Questions?...
Identity Attack0.19298288
Insult0.37392882
Profanity0.070942834
Threat0.009644418
Severe Toxicity0.011367798
Moderate 0.36095104 Moderate Con 0.453 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Don't believe 5:35 whatever this guy said if that's true why do we not have driving problems in Africa only in places with asain people and south asains 😅
Identity Attack0.39334553
Insult0.08434689
Profanity0.087430455
Threat0.013528148
Severe Toxicity0.01935331
Moderate 0.36095104 Moderate Con 0.444 Unverified_Claim
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
5:00 I mean they're making him out to be the racist guy but nothing he's saying is untrue. 🧐💯
5:00 I mean they're making him out to be the racist guy but nothing he's saying is untrue. 🧐💯
Identity Attack0.18705739
Insult0.1823172
Profanity0.11292298
Threat0.012285355
Severe Toxicity0.01483436
Moderate 0.36095104 Moderate Con 0.402 Meta_Commentary
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
5:40 "McDonald's is out of their intelligence range"
5:40 "McDonald's is out of their intelligence range"
Identity Attack0.02439919
Insult0.34626248
Profanity0.07514556
Threat0.009256045
Severe Toxicity0.007209778
Moderate 0.36043653 Low Con 0.214 Humor_Satire
Feb 3, 2026 11 likes Inside Canada's Indian Invasion...
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same …
Since about 5 years or so there's been an explosion of Indian people and inevitably crime as well as illegal stuff in the trucking industry, accidents etc. We joke about it always being the same Kulpreets
Identity Attack0.3817989
Insult0.26957804
Profanity0.14754629
Threat0.037530303
Severe Toxicity0.023076924
Moderate 0.36043653 Constructive 0.533 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people …
Look how peaceful they are. They are model citizens. Your issue with them stems from their skin color and different culture which is just racism. The real problem is the government allowing too many people in. It’s not an Indian issue. Racists want you to think that way but Indians are not a problem. There is a entire ecosystem benefits from illegal immigration: 1) Fake schools and colleges who promise fake degrees 2) Vote-bank politicians on both sides 3) Companies that steal their identities, cram them into small apartments, and use these undocumented immigrants as modern slaves 4) Agencies that forge fake documents for illegals in exchange of money 5) Even legal colleges benefits, because legal immigrants pay a premium on top of college fees, and students also pay rent. 6) There is whole lobby who is funded by all of these Here’s a simple solution: Why not vote for someone who will reduce immigration, rather than being a racist? The whole world is watching. Pakistani saying Indian don't assimilate is f&^king funny. This is prime example how white people are just clueless. Pakistan and India are enemies. we had a 3 day war 4 months ago. Why are you asking pakistani anything about Indians ?
Identity Attack0.38185352
Insult0.24493282
Profanity0.14666493
Threat0.015774792
Severe Toxicity0.020257099
Moderate 0.3561489 Constructive 0.63 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very …
writhe people want 35 dollars by h jobs, government want taxes to pay old populations on retirement, abusive landlords want 2600$ dollars monthly rent. i never hear an immigrant complaining. they all succeeded. Is very rare to se immigrants become drug addicts and homeless. That's reserved for the native and the white people. But they complain every day without looking to the mirrors 🪞. Immigrants keep Canada running. More you spend time complaining, more time you will be poor. immigrant succeed even with a 17 $ by h living in a 500$ room after 3 or 5 years they all have houses, nice cars, business and investment i the country. why local can not do it even whit a university degree? Because they are not strong to go work double shifts if need it. Why to buy a 1 million dollars house if you can not even eat correctly every day. The problem is that people live like king and they blame others like the new Inmigrants for their own choices. Have a humble life, respect everyone. And I promise you will succeed.
Identity Attack0.3817989
Insult0.26957804
Profanity0.033144772
Threat0.010265815
Severe Toxicity0.012435913
Moderate 0.3561489 Constructive 0.677
Aug 24, 2025 3 likes Why Canadians Are Turning Against …
I love how this guy went from doing college videos to making scammer and invasion videos top 5 YouTuber right here.
I love how this guy went from doing college videos to making scammer and invasion videos top 5 YouTuber right here.
Identity Attack0.052490227
Insult0.24903896
Profanity0.19770569
Threat0.025271246
Severe Toxicity0.01735206
Moderate 0.35186127 Low Con 0.259 Meta_Commentary
Feb 22, 2026 302 likes Inside Canada's Indian Invasion...
5:25 bro speaking facts. At least the poopjeets are working and contributing
5:25 bro speaking facts. At least the poopjeets are working and contributing
Identity Attack0.09576365
Insult0.24928534
Profanity0.2664882
Threat0.010809537
Severe Toxicity0.020127986
Moderate 0.3389984 Moderate Con 0.321 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
5:30 not true. IQ has been sebunked as it correlates with education level. poor countries such as african ones do not have good education generally.
5:30 not true. IQ has been sebunked as it correlates with education level. poor countries such as african ones do not have good education generally.
Identity Attack0.43896464
Insult0.21368977
Profanity0.05393682
Threat0.007870848
Severe Toxicity0.015286255
Moderate 0.3389984 Moderate Con 0.381 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
5:05 holy based. we need more people to just spit facts
5:05 holy based. we need more people to just spit facts
Identity Attack0.017967897
Insult0.10148193
Profanity0.22889622
Threat0.03304107
Severe Toxicity0.016964722
Moderate 0.3389984 Low Con 0.3 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did …
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did not use representative samples. For example, he famously assigned Equatorial Guinea an average IQ of 59 based on a group of children in a Spanish home for the developmentally disabled, then claimed that score represented the entire country. Peer-reviewed studies by researchers like Jelte Wicherts proved that Lynn systematically ignored higher-scoring African studies (some in the 80s and 90s) to keep his "averages" artificially low. If you judge a country’s intelligence by testing its hospitals and orphanages, you aren't a scientist—you're a fraud. 2. Nutrition is the "Hardware" of the Brain Intelligence cannot develop without biological fuel. As of 2026, roughly 30% of children in Sub-Saharan Africa suffer from stunting due to chronic malnutrition. Science proves that iodine and iron deficiencies alone can drop a population's IQ by 10–15 points. You aren't measuring "race"; you are measuring starvation. 3. The Education Gap (Abstract Reasoning) IQ tests do not measure "raw brain power." They measure Western-style schooling. Studies show that for every single year of formal education, a person’s IQ score increases by 1 to 5 points. Comparing the scores of people in countries with 30% literacy rates to people with PhDs in the West is like comparing the "athletic ability" of a runner to someone who has never been given shoes. 4. The "Age and War" Factor The median age in many African nations is under 20, compared to over 40 in Europe. These tests are often administered to children and adolescents in areas plagued by toxic stress from war and displacement. Peer-reviewed research confirms that trauma and PTSD physically impair the parts of the brain responsible for the logic puzzles found on IQ tests. 5. The Flynn Effect (The Death of the Racial Argument) If IQ were "innate" and "racial," it would never change. However, as nutrition and education improved in the West over the last 100 years, average IQ scores jumped by nearly 30 points. This is called the Flynn Effect. African scores are currently rising at the same rate as they develop. The "gap" is a development gap, not a genetic one. Conclusion: Using Richard Lynn’s data doesn't make you a "truth-teller"; it means you fell for a man so biased that his own university revoked his emeritus status for scientific or incompetence and racism. You are confusing privilege—access to food, safety, and a classroom—with innate ability.
Identity Attack0.27914262
Insult0.25404143
Profanity0.16357292
Threat0.025098583
Severe Toxicity0.018836858
Moderate 0.33836752 Constructive 0.527 Unverified_Claim
Jan 28, 2026 3 likes 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.