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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 #}

Comment Explorer

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Active: "In India, there is no …" 2,270 comments · Page 24 of 91
Canada is heaven for khalistani extremists and terrorist, Canadian government itself doesn't take any action even after India's request....
Canada is heaven for khalistani extremists and terrorist, Canadian government itself doesn't take any action even after India's request....
Identity Attack0.46050715
Insult0.40243408
Profanity0.020032106
Threat0.011819307
Severe Toxicity0.018126737
Moderate 0.4421347 Low Con 0.226 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Blaming India will not help . Gov. Of India told Canadian counterparts that criminals are using fake degrees to go study in Australia and Canada but you guys were making 4x tuition and took the …
Blaming India will not help . Gov. Of India told Canadian counterparts that criminals are using fake degrees to go study in Australia and Canada but you guys were making 4x tuition and took the money and those criminals . They were never Indin student . They came to join the Brampton Khalistani army . You will see them soon . Just know India warned you and you took the Khalistani side . Don’t call them Indian . As far as India’s prospective they are Canadian Khalistani terrorist 😊
Identity Attack0.48915586
Insult0.43158367
Profanity0.050680235
Threat0.031314444
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.454
Sep 28, 2025 IRCC Names India in Study …
Ur smuggler is Pakistani no indian they always say india
Ur smuggler is Pakistani no indian they always say india
Identity Attack0.47178617
Insult0.5072643
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.35058254
Moderate 0.44039994 Low Con 0.218 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
India is a world leader on Fraud.
India is a world leader on Fraud.
Identity Attack0.46050715
Insult0.42167732
Profanity0.18171974
Threat0.01750142
Severe Toxicity0.024678862
Moderate 0.44039994 Low Con 0.237
Sep 29, 2025 IRCC Names India in Study …
And india have the audacity to protest? Shameless
And india have the audacity to protest? Shameless
Identity Attack0.37507164
Insult0.47020787
Profanity0.11477985
Threat0.011689849
Severe Toxicity0.019095084
Moderate 0.44039994 Low Con 0.162
Oct 3, 2025 IRCC Names India in Study …
USA got the cream and Canada imported the garbage due to greed. They were liability in India too, now they are Canada's headache.
USA got the cream and Canada imported the garbage due to greed. They were liability in India too, now they are Canada's headache.
Identity Attack0.29798782
Insult0.4794537
Profanity0.06295506
Threat0.007922632
Severe Toxicity0.01483436
Moderate 0.4402136 Low Con 0.23 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They are all speaking Bullshijeet. They want to turn everything into India.
They are all speaking Bullshijeet. They want to turn everything into India.
Identity Attack0.3817989
Insult0.37846634
Profanity0.46460027
Threat0.02855184
Severe Toxicity0.07542343
Moderate 0.44002727 Low Con 0.141 Fear_Threat
Feb 21, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them …
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them are wanted in India and will face jail time without trial for conspiring against India. But Canadian, UK, US, Australian governments don't extradite them. Even innocent people from punjab get brainwashed there. Khalistani movement get funded by Pakistani ISI to wage terrorism against india. When British people were leaving india, they divided it and formed Pakistan. Part of punjab region was gone to Pakistan. These khalistani say that they want to liberate punjab and form khalistan. But these hypocrites want to do it on indian side only, not the Pakistani punjab side.
Identity Attack0.4774257
Insult0.4339631
Profanity0.117874645
Threat0.3490162
Severe Toxicity0.038593806
Moderate 0.44002727 Moderate Con 0.446 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing …
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing to assimilate which is *really really stupid* Truth is that Indians family system *over time* will /has OVERWHELMED the white skinned systems in economics,savings,wealth accumulation etc and naturally OVER TIME the white settlers will get replaced by fitter, better equipped races & maybe *co-habitation,acceptance* will only delay the ending ?
Identity Attack0.47178617
Insult0.42367843
Profanity0.33453682
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.4398409 Constructive 0.615
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in …
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in India. I'll do the studying you pay the fees, let's get married on paper to gain entry.... Its an open secret. Canada is officially fooked.... 😂
Identity Attack0.36598656
Insult0.41767508
Profanity0.32965264
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4398409 Moderate Con 0.457 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to …
Most other Canadians I know are sick and tired of immigration, specifically from India. Our federal government is insanely corrupt, and this needs to stop. I'm hearing more support for reverse immigration everywhere. Time to start sending the invaders home
Identity Attack0.44690517
Insult0.45758462
Profanity0.055940874
Threat0.01254427
Severe Toxicity0.01986976
Moderate 0.4398409 Constructive 0.621 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Bring in Indians, and your country becomes another India. Bring in Arabs ,your country becomes Arabia😂
Bring in Indians, and your country becomes another India. Bring in Arabs ,your country becomes Arabia😂
Identity Attack0.50515443
Insult0.26196828
Profanity0.13256322
Threat0.13515437
Severe Toxicity0.13073033
Moderate 0.4398409 Low Con 0.094 Identity Attack Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The DIRTIEST Scam in India 💩👞,,,you tube it,very funny,one the best video on yt!
The DIRTIEST Scam in India 💩👞,,,you tube it,very funny,one the best video on yt!
Identity Attack0.28883415
Insult0.34314156
Profanity0.28708664
Threat0.071698055
Severe Toxicity0.109661035
Moderate 0.4398409 Moderate Con 0.315
Jan 27, 2026 Inside Canada's Indian Invasion...
99 percent indian Bangladeshi and pakistani students submits fake papers just to get visa to step in canada. INDIANS ARE THE NUMBER ONE. IF YOU DONT STOP ISSUING VISIT OR STUDENT VISA THIS COUNTRY WILL …
99 percent indian Bangladeshi and pakistani students submits fake papers just to get visa to step in canada. INDIANS ARE THE NUMBER ONE. IF YOU DONT STOP ISSUING VISIT OR STUDENT VISA THIS COUNTRY WILL BE TAKEN OVER BY FAKE INDIAN STUDENTS. PEOPLE ARE GETING READY FOR WORLD CUP SOCCER NEXT YEAR. THEY WILL COME AS FAKE VISITORS AND file FAKE ASYLUM. INDIA AND BANGLADESH.
Identity Attack0.50588524
Insult0.36798462
Profanity0.05393682
Threat0.03304107
Severe Toxicity0.023129508
Moderate 0.4398409 Moderate Con 0.412 Identity Attack
Sep 28, 2025 IRCC Names India in Study …
In jahil se poocho ke ye kon se Panjab se hai India ya Pakistan inhe India bolne me sarm asti hai
In jahil se poocho ke ye kon se Panjab se hai India ya Pakistan inhe India bolne me sarm asti hai
Identity Attack0.36803186
Insult0.54525656
Profanity0.36230123
Threat0.13853464
Severe Toxicity0.16960317
Moderate 0.43965456 Low Con 0.195 Insult Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
delete India
delete India
Identity Attack0.50917345
Insult0.18480228
Profanity0.14225815
Threat0.34804323
Severe Toxicity0.08332442
Moderate 0.43965456 Moderate Con 0.338 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Well India everywhere even in Indonesia we have Tamil descendants bring by British in sumatera as slavery for plantations now they have many descendants, well we see them have DIRTY bloodline as slave and they …
Well India everywhere even in Indonesia we have Tamil descendants bring by British in sumatera as slavery for plantations now they have many descendants, well we see them have DIRTY bloodline as slave and they have darkest brown skin(KELING) and we calling them "KELING" people because sunburns when they worked as farmers
Identity Attack0.4830652
Insult0.40243408
Profanity0.26607355
Threat0.13245705
Severe Toxicity0.16960317
Moderate 0.4394682 Moderate Con 0.493
Aug 27, 2025 Why Canadians Are Turning Against …
Go back to India!
Go back to India!
Identity Attack0.46050715
Insult0.24928534
Profanity0.087430455
Threat0.026997874
Severe Toxicity0.023692908
Moderate 0.4394682 Low Con 0.255 Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. …
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. I want hindu death squads delivering my mail and suspecting that a white american lives in my house which is true. I want to admire from afar massive temples as they erect them. I want to fear for the lives of my friends and family. I want the thrill of knowing I’m running out of time. I want this. I want Ontario in my back yard. I want india. I want it so bad I need it now. I need india and I need cows and curry. I can’t take it.
Identity Attack0.5135796
Insult0.33154017
Profanity0.257327
Threat0.34804323
Severe Toxicity0.11492836
Moderate 0.43720075 Moderate Con 0.431 Identity Attack Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 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 Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in last 125 yrs as they are bff with yemen mughals pig god of theirs as mughal mukesh ambaanies adaanies modi shaah doval jaishankar bishnoi yogi Sunak Anita Anand Jeff Patel Chandra Arya Mehta Patels Gupta aggarwals Joshies mittals mehul choksi terrorist actors when British left, they occupied Sikh country as Sikhs stood with white race in world wars 1&2 to help as soldiers in British army
Identity Attack0.5039629
Insult0.48627716
Profanity0.33453682
Threat0.3485223
Severe Toxicity0.44787344
Moderate 0.43720075 Moderate Con 0.357 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Japanese government needs to watch this fkn video before opening their immigration to India and Africa. Can you imagine Senso-ji being turned into a massive Hindu temple 15yrs from now; Kinkaku-ji becoming Bangaraku-ji.
Japanese government needs to watch this fkn video before opening their immigration to India and Africa. Can you imagine Senso-ji being turned into a massive Hindu temple 15yrs from now; Kinkaku-ji becoming Bangaraku-ji.
Identity Attack0.40883094
Insult0.27763805
Profanity0.43272525
Threat0.024062606
Severe Toxicity0.029626917
Moderate 0.43720075 Low Con 0.239 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought …
This is what u get when u vote for a white liberal, who can care less about others..and native Americans. Their cannanite Gods have no dominion in Canada, for which their Gods/ convictions have brought nothing but misery in india. So now, they want to be intrusive by immigrating to Canada.
Identity Attack0.49855098
Insult0.36798462
Profanity0.10363861
Threat0.011068452
Severe Toxicity0.022839356
Moderate 0.43475235 Low Con 0.296 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
they're earning in dollars. let me put this in perspective. 1 dollar is 64 rupees. even under the table they're earning more than they normally would back in india, and they're greedy for it. you …
they're earning in dollars. let me put this in perspective. 1 dollar is 64 rupees. even under the table they're earning more than they normally would back in india, and they're greedy for it. you think they'd give up their crappy pizza pizza job for a canadian who needs it? NOPE.
Identity Attack0.29035977
Insult0.46476576
Profanity0.27882218
Threat0.007922632
Severe Toxicity0.01986976
Moderate 0.43475235 Moderate Con 0.477
Sep 28, 2025 IRCC Names India in Study …
Please don't send these khalistani terrorists to India. Good luck canada☺️
Please don't send these khalistani terrorists to India. Good luck canada☺️
Identity Attack0.50125694
Insult0.38852
Profanity0.046922635
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.43475235 Low Con 0.277 Identity Attack Unverified_Claim
Jan 29, 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.