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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: "I love how when he …" 699 comments · Page 5 of 28
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy …
Indians are exagerrating, they are everywhere like flies. And love excessive lifestyle driving in cpensive card while the people from that country are humble and cut their coat according to their size. Indians will destroy immigration for everybody. Always wants to be heard when itnis not your country. Proud in nothing bragging about your country in someone else country is crazy to me.
Identity Attack0.5135796
Insult0.44802538
Profanity0.21348765
Threat0.03718498
Severe Toxicity0.02604016
Moderate 0.47473195 Moderate Con 0.413 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find …
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find the beautiful communities, overwhelm them - with too many people in one house, too many loud/unruly children, leaving piles of shoes on doorsteps, using beautiful yards and terraces as junk storage/laundry drying areas, making everything smell and look terrible because they have no class and their food smells permeate other people's homes as well at the outdoor air... They turn luxury developments into Indian slums and nobody's talking about it because they're afraid to sound racist. I have almost every race in my own family. So I KNOW I'm not racist. I just find it intolerable that there aren't more laws in place to protect lovely American communities from being overrun by non-assimilating Indians or any other immigrant population.
Identity Attack0.55044734
Insult0.4378843
Profanity0.19770569
Threat0.11616269
Severe Toxicity0.13599765
Moderate 0.47173777 Constructive 0.745 Identity Attack Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
i love all the disgusting racist comments, when white people migrate its okay but when colored people do it its a problem ? indians are good people
i love all the disgusting racist comments, when white people migrate its okay but when colored people do it its a problem ? indians are good people
Identity Attack0.5135796
Insult0.36798462
Profanity0.26593533
Threat0.014911477
Severe Toxicity0.02378681
Moderate 0.47173777 Moderate Con 0.31 Identity Attack Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I love this Polish guy… when he say they are dirty people. They don’t close the window, they walk around naked while he is walking naked outside..😀😀😀
I love this Polish guy… when he say they are dirty people. They don’t close the window, they walk around naked while he is walking naked outside..😀😀😀
Identity Attack0.37012735
Insult0.36798462
Profanity0.3320008
Threat0.058180105
Severe Toxicity0.024960563
Moderate 0.47119883 Moderate Con 0.399 Humor_Satire
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
2:30 at this point he is just rage baiting and i also fall for this, when the guy said punjab next shot you get this dirtiest street i mean point are you making here all …
2:30 at this point he is just rage baiting and i also fall for this, when the guy said punjab next shot you get this dirtiest street i mean point are you making here all of punjab look like this, with that logic i can show you probably dirtier steet than this in Toronto. first he made poop festival video which are unknown from 99.99% of indian and painted as it is celebrated like holi and Diwali, i can also give the weirdest festival around the global that you never imagined and why did he made video about poop tasting and throwing festival that are celebrated in texas because he wil not get the clout, there are hundreds of thousands of video about white guy pooping on road,street and randomly showed up at seven 11 store pooped and left, and we love you canada so much why millions of Canadian come india for health checkup and medical treatment. Whites are born hypocrites for centuries they colonies india and other part of world snatch their resources for themselves that time they were enjoying and now other peoples came their country and contributing to their economy for that they are crying
Identity Attack0.29798782
Insult0.36798462
Profanity0.2980872
Threat0.146441
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.519 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …. Canada’s all yours … (watches as the nation they’ve built becomes a rat infested despotic welfare state ) it’s all yours y’all … 😂not a problem … the sooner Canadians accept it the sooner it’ll become a third world country the sooner we can take it back and do what we do … 😂 rescue and restore turds off of the global crap heap and then we put nice bow on them
Identity Attack0.36702603
Insult0.4794537
Profanity0.22889622
Threat0.1366716
Severe Toxicity0.08332442
Moderate 0.47119883 Low Con 0.252 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
I am fed up with the globalist cabal who believe themselves to be superior and lie cheat and steal to get in to office destroy freedom, our way of life and try to destroy our …
I am fed up with the globalist cabal who believe themselves to be superior and lie cheat and steal to get in to office destroy freedom, our way of life and try to destroy our culture. They are Satans lapdogs as far as I can see. I believe the governments plan is depopulation that is why they brought in the Muslim Brotherhood to take out Christians, Jews, and anyone who will not conform to their ideology. This is traitorous. They pay the media, they pay Antifa and BlLM. End goal is depopulation and if the civil war happens which they want Muslims too will be extinguished. They do not want them either. That will be all over the freedom loving countries.
Identity Attack0.46614665
Insult0.47384647
Profanity0.29209393
Threat0.1284288
Severe Toxicity0.04666401
Moderate 0.47119883 Moderate Con 0.357
Sep 8, 2025 Why Canadians Are Turning Against …
Love to see racists crying😂😂😂
Love to see racists crying😂😂😂
Identity Attack0.40255263
Insult0.32211447
Profanity0.2124067
Threat0.06432246
Severe Toxicity0.023692908
Moderate 0.4575469 Low Con 0.244
Nov 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Indians say how much they love their country but they be everywhere except India.. Even in the UK they are the top group of people who immigrate there. They ruin everywhere they go.
Identity Attack0.5502601
Insult0.34203702
Profanity0.17241211
Threat0.035458352
Severe Toxicity0.023692908
Moderate 0.4574824 Moderate Con 0.422 Identity Attack Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I am so damn tired of Canada and the immigration problem. Canada is being invaded and Carney loves it. Stand up Canadians and get your country back.
I am so damn tired of Canada and the immigration problem. Canada is being invaded and Carney loves it. Stand up Canadians and get your country back.
Identity Attack0.37655997
Insult0.3470427
Profanity0.4033339
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.4574824 Moderate Con 0.432
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Candian whites have their own version of Bible, “Love thy neighbor only if they are White” 😂😂
Candian whites have their own version of Bible, “Love thy neighbor only if they are White” 😂😂
Identity Attack0.5504064
Insult0.24928534
Profanity0.16589902
Threat0.026479885
Severe Toxicity0.02383376
Moderate 0.45243698 Low Con 0.209 Identity Attack Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about Indians rightfully so and I always say hey we have Muslim refugees sneaking in here under the radar cuz all eyes are on the Indians.
Identity Attack0.55044734
Insult0.28997475
Profanity0.0935729
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.673 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Send all Indian back Let Pakistani and Arabs to come they are white, they've honest and hard work people Canadian girls love Pakistani men and Arabs boys they are handsome too
Send all Indian back Let Pakistani and Arabs to come they are white, they've honest and hard work people Canadian girls love Pakistani men and Arabs boys they are handsome too
Identity Attack0.53446084
Insult0.2679134
Profanity0.11230402
Threat0.031314444
Severe Toxicity0.02453801
Moderate 0.4421347 Moderate Con 0.391 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
I love Indian food, but after u sweat with all that spices, your home stinks if u cook it.Horrible.
I love Indian food, but after u sweat with all that spices, your home stinks if u cook it.Horrible.
Identity Attack0.22261032
Insult0.37846634
Profanity0.26645362
Threat0.009877442
Severe Toxicity0.023076924
Moderate 0.44039994 Constructive 0.573 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I used to love Canada. Its an absolute sickening travesty what has happened to it.
I used to love Canada. Its an absolute sickening travesty what has happened to it.
Identity Attack0.38246045
Insult0.4596616
Profanity0.14490221
Threat0.008867673
Severe Toxicity0.019482423
Moderate 0.44039994 Moderate Con 0.451 Fear_Threat
Jan 28, 2026 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 …
Canada is invaded by US. United States is one of the most evil countries on the planet. Love you, Canada.
Canada is invaded by US. United States is one of the most evil countries on the planet. Love you, Canada.
Identity Attack0.48915586
Insult0.40189892
Profanity0.06495911
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.43965456 Low Con 0.299 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The only Krispy Kreme location in Mississauga has them all working there. I love their donuts but it’s ruining it for me now. They are literally taking over every business and franchise. There are other …
The only Krispy Kreme location in Mississauga has them all working there. I love their donuts but it’s ruining it for me now. They are literally taking over every business and franchise. There are other races here long before them that want and need a job too. Why not mix it up and truly be multicultural like Canada claims to be? How is this even allowed? We are nothing but a clown show country on the world stage.
Identity Attack0.24970764
Insult0.48627716
Profanity0.070942834
Threat0.007029374
Severe Toxicity0.00957489
Moderate 0.4394682 Constructive 0.603 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
White people arent allowed to want anything nice. I love a few ethnicities in my neighborhood but don’t take over. I get uncomfortable.
Identity Attack0.5135796
Insult0.24928534
Profanity0.12551236
Threat0.011767523
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.499 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And …
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And I don’t think America’s considered the greatest country on earth anymore, especially with current administration.
Identity Attack0.14233272
Insult0.27763805
Profanity0.4596479
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.593 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
They love their country but don't want to live there and refuse to go back. Respect for the guy on the bike for being honest, most people don't have the balls to say it. It's …
They love their country but don't want to live there and refuse to go back. Respect for the guy on the bike for being honest, most people don't have the balls to say it. It's not racism, just pattern recognition.
Identity Attack0.14661247
Insult0.26957804
Profanity0.38343847
Threat0.010705971
Severe Toxicity0.019224197
Moderate 0.4394682 Constructive 0.704 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 1. **Ras Leela with married women** Bhagavata Purana 10.33.27 Krishna danced with married Gopis in the forest at night. Even though they left their husbands, the scripture says: Whatever Krishna does is pure, …
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 1. **Ras Leela with married women** Bhagavata Purana 10.33.27 Krishna danced with married Gopis in the forest at night. Even though they left their husbands, the scripture says: Whatever Krishna does is pure, even if He plays with others’ wives. 🛑 Normalizes adultery under divine excuse. 🩲 2. **Stealing clothes and watching girls naked** Bhagavata Purana 10.22.1 to 10.22.28 Krishna hides the clothes of young bathing girls, climbs a tree, and watches them come out of the river **naked with hands raised**. He says it’s a test of their devotion. 😳 Highly inappropriate by any ethical standard. 💍 3. **Sex with 16,000 women** Bhagavata Purana 10.59.42 After killing Narakasura, Krishna takes 16,000 captive women as wives. He is said to live with them all by creating multiple forms of himself. ⚠️ Glorifies mass polygamy and male domination. 🧈 4. **Stealing butter and lying about it** Bhagavata Purana 10.8 to 10.11 Krishna frequently steals butter from villagers and breaks their pots. Even when caught, he lies and charms his way out. 😂 Presented as playful, but glorifies theft and dishonesty. 🔪 5. **Killing Ekalavya, a tribal archer** Mahabharata, Adi Parva and Bhagavata Purana 10.52.31 Ekalavya, a low-caste boy, learns archery on his own. Drona cuts off his thumb. Later Krishna kills him, calling him unrighteous. 🚫 Reinforces caste violence against talented lower-caste individuals. 📿 6. **Supports caste system in Gita** Bhagavad Gita 4.13 Krishna says: I created the four varnas (castes) based on qualities and actions. Although interpreted philosophically, this verse was used for centuries to enforce caste discrimination. 📛 Justifies systemic social inequality. 🗣️ 7. **Killing Shishupala for verbal insults** Mahabharata, Sabha Parva During a royal ceremony, Shishupala mocks Krishna. Krishna responds by using his chakra to **behead him publicly**. 🧠 Kills someone for speech — raises moral concerns. #rama Unethical, Weird ❌🚩🚩🚩🚩👺🚩🚩❤🚩🚩🚩🚩🚩🚩🚩 Acts of Rama in Ramayana These are all from mainstream Valmiki Ramayana or well-known regional versions. 1. 💔 Banishing Sita While Pregnant — Based on Gossip Rama sends Sita to the forest alone while she is pregnant, based on a washerman’s comment about her “purity.” 🕉️ Uttara Kanda, Valmiki Ramayana “A ruler must be free from blame. I banish you to uphold my people’s trust.” Comment: Seriously? Gossip over your wife? This is not ideal leadership or love — it’s cruel and cowardly. 2. ⚔️ Killing Shambuka the Shudra for Doing Tapas Rama beheads a Shudra ascetic just because he was doing penance in the forest, which “violated dharma.” 🕉️ Uttara Kanda, Ramayana “By performing penance, the Shudra threatens the cosmic order. He must die.” Comment: Casteist horror. What kind of god kills someone for meditating? 3. 🐒 Making Monkeys Fight His War Instead of asking help from humans, Rama uses an army of monkeys (Vanaras) — like Hanuman, Sugreeva, etc. 🔹 Comment: Literal monkey business. Why use animals for war instead of diplomacy? Slaying Vali Unfairly from Behind a Tree Rama hides and shoots Vali from behind while he's fighting someone else (Sugreeva). 🕉️ Kishkindha Kanda “A king can kill from hiding when dharma is at stake.” 🔹 Comment: That’s just sneaky and cowardly, not heroic. 🔥 Asking Sita to Do Agni Pariksha (Fire Test) After rescuing her from Ravana, Rama demands she walk through fire to prove her purity. 🕉️ Yuddha Kanda, Valmiki Ramayana “I rescued you for honor, not for love. Prove your chastity.” 🔹 Comment: Toxic masculinity. Instead of comforting her, he humiliates her. Never Defending Sita Against Critics He allows society to question Sita again and again, never confronting the toxic moral policing. 🔹 Comment: Doesn’t defend his wife. Silent when he should speak. 7. 🪦 Abandoning His Children in Forest His twin sons, Lava and Kusha, are born and raised without knowing who their father is. 🔹 Comment: A father who abandons family, then fights his own sons without knowing. Blind Obedience to Dharma, No Compassion Rama is shown as a king who follows “Rajdharma” even when it destroys his personal life. 🔹 Comment: Robot-like morality — no real humanity or emotion. ❓🤔 So… Why the “Jai Shri Ram” Hype? Originally a devotional phrase, “Jai Shri Ram” has now become: 🚩 1. Political Slogan (Not JustReligious) Widely used by Hindutva groups (like RSS, Bajrang Dal, etc.) Chanted during hate crimes, riots, and lynchings Used to assert Hindu supremacy, not peace or devotion Brainwashed Symbolism Kids in schools, people on streets forced to chant it Becomes reflex rather than real devotion 🔊 3. Used in Intimidation Many victims of hate attacks in India were forced to chant “Jai Shri Ram” before being beaten or killed. 🔹 Example: Tabrez (Jharkhand), 2019 🔹 Example: Delhi Riots, 2020 Fake Masculinity & Heroism Rama is projected as “Hindu warrior king” — even though real Ramayana presents him as soft, conflicted, and Fake Masculinity & Heroism Rama is projected as “Hindu warrior king” — even though real Ramayana presents him as soft, conflicted, and emotional The aggressive macho image is fake propaganda
Identity Attack0.43256098
Insult0.36798462
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.34927294
Moderate 0.43720075 Constructive 0.558 Advertisement_Spam
Oct 2, 2025 1 likes IRCC Names India in Study …
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a …
Tyler I love your channel, but the reason some people accuse you of not doing journalism and being racist is because of things like how much you focused on that racist white guy on a bike. Why would you include him saying black people from subsaharan Africa are dumb when it has nothing to do with this video? You could have just included his perspective on Indians but you gave him so much time to go on a tangent and a racist rant.
Identity Attack0.46028158
Insult0.43296707
Profanity0.22663295
Threat0.012026439
Severe Toxicity0.023076924
Moderate 0.43230394 Constructive 0.717 Meta_Commentary
Feb 22, 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 …
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is …
I love the Hindus and Sikhs, they both have very caring communities also caring people,I've lived next to hindus and they would offer us food and the shop on the corner of my street is run by Sikhs and if you're skint they will let me grab the basics and tobacco if needed and will pay them off when i get paid 5:10 he's right about African people, they arent good people they are really like that here in the UK
Identity Attack0.5135796
Insult0.2817503
Profanity0.1811049
Threat0.055270568
Severe Toxicity0.049354076
Moderate 0.43230394 Constructive 0.859 Identity Attack Personal_Narrative
Feb 24, 2026 1 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.