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Canadian Immigration Dashboard [ CID ]
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: "But will you call an …" 741 comments · Page 8 of 30
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as …
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as well. I cannot believe people are choosing to ignore the fact that a guy spews hatred towards black and brown people. It’s the governments job to take care of the mess they made, you don’t go calling a country’s citizens “they eat poop” white dude. Yes there can be shady people, just like some white shady dudes in LA and NYC. Let’s not forget Peter’s videos on the appalachians of the white lowlifes. A sikh cultural centre is NOT a temple. punjabis are not hindus. If you are taking documentaries atleast take it right, not biased.
Identity Attack0.44690517
Insult0.42367843
Profanity0.29209393
Threat0.020609349
Severe Toxicity0.023317307
Moderate 0.44002727 Constructive 0.534
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, …
At surface level, people can call it what it is, but the reality is the western woman doesn’t have sex anymore and if she does, she bears no children the nuclear family has been destroyed, so we’re being replaced by people that actually enjoy having families not left-wing parasites as a Canadian, who was born here I regret that we have fallen, but it’s the reality western women don’t have kids anymore It’s all about them.
Identity Attack0.38223284
Insult0.46774593
Profanity0.17706433
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.43965456 Moderate Con 0.458 Fear_Threat
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi …
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi students scams or their diploma mill scams are being discussed. then it is "Indian Invasion" even though 95% of them are Punjabis
Identity Attack0.5135796
Insult0.4196762
Profanity0.22602804
Threat0.06939816
Severe Toxicity0.07542343
Moderate 0.4394682 Moderate Con 0.419 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes 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 …
You know its bad when the old asian woman is calling you out on your driving lmao
You know its bad when the old asian woman is calling you out on your driving lmao
Identity Attack0.46028158
Insult0.25800487
Profanity0.22693542
Threat0.018019408
Severe Toxicity0.023076924
Moderate 0.43720075 Low Con 0.286 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
indians? Frauds? No WAY!!!! not the people that non stop call our phones trying to scam our elderly and vulnerable.... they wouldnt do that.
indians? Frauds? No WAY!!!! not the people that non stop call our phones trying to scam our elderly and vulnerable.... they wouldnt do that.
Identity Attack0.44690517
Insult0.40243408
Profanity0.10116278
Threat0.016120117
Severe Toxicity0.023076924
Moderate 0.43720075 Moderate Con 0.419
Sep 30, 2025 IRCC Names India in Study …
🚩🚫🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩🚩 🌙 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 …
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark …
well.. Montreal is in the province of Quebec which is the black sheep of the country... we call it Quebexico!! the governement don't care because we are run by the crrupted liberals and have Mark Carney as the prime minister... Trump please come take Canada we welcome you!
Identity Attack0.37730414
Insult0.46625584
Profanity0.06495911
Threat0.009023022
Severe Toxicity0.017416617
Moderate 0.43230394 Moderate Con 0.434
Jan 27, 2026 Inside Canada's Indian Invasion...
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who …
Imagine if this same interview happened back 500 years ago, when people actually asked native Canadians about white man's immigration! On thier land, humans do migration for a better living, it called globalization, those who don't understand this are not just uneducated, but also have a disgusting mindset, who only judge people based on their skin color!
Identity Attack0.41975367
Insult0.45135358
Profanity0.07514556
Threat0.008789998
Severe Toxicity0.017287504
Moderate 0.42985553 Constructive 0.601 Moral_Argument
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
My Friend, the election was simply "To RIGGED to big", check this out I'm Life-Long Disabled in canaZa, THIS TERRIFIES ME!!!!! I was Arrested at the age of 10, because I Stutter, handcuffed behind My …
My Friend, the election was simply "To RIGGED to big", check this out I'm Life-Long Disabled in canaZa, THIS TERRIFIES ME!!!!! I was Arrested at the age of 10, because I Stutter, handcuffed behind My back and frog marched out of My home, in front of the neighbours. Then, I was Shipped off to "PONOKA EUGENICS" (Look that S@IT UP!!!!! Basically a MED-Evil gr@pe Dungeon), to be FORCE STERILIZED, on our imperious leader, truZeau, I call him, "The Prancing Monkey Princess", Yeah, on his fathers n@ZI WHIM!!! And now, good ole marX. Oh, by the way, there's NO constiZution in canaZa, no really LOOK IT UP!! So, as Us Children used to joke, on our way to SURGERY, "welcome to canaZa, now.............GET IN THE BOX CAR!!!!!!"
Identity Attack0.10221587
Insult0.42743355
Profanity0.2298641
Threat0.056240413
Severe Toxicity0.032316983
Moderate 0.4274071 Moderate Con 0.452
Aug 26, 2025 Why Canadians Are Turning Against …
Islam is the truth cheers muslim is not a race but what do u expect from a christian who calls IQ intelligence level ahhahaha all love from the muslim country of Northern Cyprus im a …
Islam is the truth cheers muslim is not a race but what do u expect from a christian who calls IQ intelligence level ahhahaha all love from the muslim country of Northern Cyprus im a white muslim btw
Identity Attack0.48915586
Insult0.24928534
Profanity0.14842765
Threat0.02181799
Severe Toxicity0.024725812
Moderate 0.4269174 Moderate Con 0.456 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. You did with buddy, from New York or Chicago. I loved that podcast so good one. And you're right on everything you said about them and the way they get in
Identity Attack0.10221587
Insult0.25602314
Profanity0.46460027
Threat0.011120236
Severe Toxicity0.02416241
Moderate 0.4269174 Constructive 0.791 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Smelly woman said she was called Paki as if it’s a derogatory term. She was probably called brown curry and she wants to deflect and hence Paki
Smelly woman said she was called Paki as if it’s a derogatory term. She was probably called brown curry and she wants to deflect and hence Paki
Identity Attack0.37730414
Insult0.4302003
Profanity0.26600444
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.293 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those …
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those nasty nations. They are already damaging the system here
Identity Attack0.3958119
Insult0.4339631
Profanity0.09961538
Threat0.13346854
Severe Toxicity0.022452017
Moderate 0.4269174 Low Con 0.264 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
We have a community about 15 miles west of St. Louis called "Barathaven" that is almost 100% Indian. 7-10k people. Mastercard has a big office here where they work. For the most part, the higher …
We have a community about 15 miles west of St. Louis called "Barathaven" that is almost 100% Indian. 7-10k people. Mastercard has a big office here where they work. For the most part, the higher level execs are courteous and accommodating. The lower-level call center employees are absolute trash. Nobody that isn't Indian drives through it because it's an almost guarantee that their car will get damaged.
Identity Attack0.44690517
Insult0.4339631
Profanity0.20592089
Threat0.012699619
Severe Toxicity0.022839356
Moderate 0.4269174 Constructive 0.648 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and …
I don't care if someone thinks of me as racist. Grow up people. If you want to get away with something call it racist. Canadians need to toughen up and put their foot down and get rid of migrants. This birth thing is a lie. People are going to be loosing jobs like crazy because of robots and AI. I'd coming soon.
Identity Attack0.35299334
Insult0.4378843
Profanity0.098377466
Threat0.0475118
Severe Toxicity0.021290002
Moderate 0.4269174 Moderate Con 0.45 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂
Identity Attack0.46028158
Insult0.26957804
Profanity0.10611444
Threat0.009799767
Severe Toxicity0.023411209
Moderate 0.4269174 Low Con 0.219
Sep 30, 2025 160 likes IRCC Names India in Study …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and …
When I lived in SW PA, we saw more and more convenience stores being run by Indians. I went into a 7-11 once, and there was what looked like a family in the office, and when the guy that worked there was serving me, I asked him, why don't I ever see any Americans working there? He said, because Americans are lazy, and especially the black ones. He said Americans always want days off. Days off because you're sick, or days off because it's a holiday, days off for everything. They don't want to work. This is all because of Clinton. He made a deal where Indians could come to the US, and they were given money to "start" a company. The idea was, they would BUILD a company, and hire Americans to work it. Instead, they bought stores and motels and used those to import their family and friends from India to here, for work. When I went back to school, I had no choice but to work at a gas station. I was off on payday once, and went in to get my check. There was a new guy at the counter, an Indian. I asked for my check, and wanted him to cash it for me. We always did that if there was enough money in the register. He told me to move, customers waiting. He didn't speak English very well. I went to the office to see the work schedule, and he yelled at me to get out of there! I told him what I was doing, he said "You work no!! I work! You boss no own, my boss own! Leave now! After a little more back and forth yelling, I found out my boss sold the gas station the night before and we were all out of a job. I blew up in front of all the customers! They started to walk out. Lol. That station didn't even last a year, and they had to close down. If they had a drive off (back in the days of a pump and run) they would call the police, but couldn't speak English very well. So they would tell police robbery! After a few times of that, the police told them to never call again. This was a very small town in SW PA, and word got around, and no one went to that station any more. This is the same area that was featured in Tyler's and others videos about all the Haitians that were shipped in by Biden. Bell Vernon PA, right across the river from Charleroi PA. The area is still FULL of Haitians, scaring all the native people away. Taking over the Walmart that is right across the street from where this gas station used to be. One of the many reasons I live in TX now.
Identity Attack0.4911651
Insult0.40243408
Profanity0.2327678
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.79 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Thanks for calling out the preets and jeets! They’re a nuisance to Canadian society
Identity Attack0.3817989
Insult0.43450394
Profanity0.09001675
Threat0.019055385
Severe Toxicity0.022064678
Moderate 0.4269174 Moderate Con 0.354 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish …
The Acadians came first and built their communities, then came the British. They destroyed indigenous territories and took their lands. But, they established the first major cities. When the Irish potato famine occurred, those Irish immigrants were called "filthy, lazy, not true whites". When the Italians immigrated, they were called "filthy, lazy, gangsters, not true whites". Then the Chinese, Koreans, and Japanese came.....the cycle continues. The colour of the skin doesn't define the immigrant lifestyle, a country's history and culture is not based on race alone. We are ever evolving. The issue with the current immigration system is that we have too many immigrants to accommodate, not that any specific group is bad.
Identity Attack0.4774257
Insult0.4339631
Profanity0.11292298
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.679 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Metropolis (Brampton)
But Sikhs in Canada called as Khalisthanis are little danger ...but they are danger to Indian's only mainly it seems.....Indian Sikhs are good but canada Khalisthanis are not good
But Sikhs in Canada called as Khalisthanis are little danger ...but they are danger to Indian's only mainly it seems.....Indian Sikhs are good but canada Khalisthanis are not good
Identity Attack0.5203519
Insult0.3470427
Profanity0.07967158
Threat0.017674083
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.432 Identity Attack Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
He called white (pink) Canadians, native . Have some shame 😭😭😭.
He called white (pink) Canadians, native . Have some shame 😭😭😭.
Identity Attack0.4887047
Insult0.3388922
Profanity0.035649836
Threat0.00866054
Severe Toxicity0.018707745
Moderate 0.4269174 Moderate Con 0.301 Identity_Assertion
Feb 9, 2026 248 likes Inside Canada's Indian Invasion...
We Canadians with a functioning brain are being forced by gas lighting to put up with the corrupt Liberals. This must STOP. We must call a halt to them blowing our money.
We Canadians with a functioning brain are being forced by gas lighting to put up with the corrupt Liberals. This must STOP. We must call a halt to them blowing our money.
Identity Attack0.18002926
Insult0.4710501
Profanity0.043916557
Threat0.11922921
Severe Toxicity0.01502803
Moderate 0.4269174 Moderate Con 0.329 Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
It’s mad when you country is being taken over and you call it out your branded a racist hahah 100 years ago the country would go to war crazy how soft we got
Identity Attack0.1769227
Insult0.37506318
Profanity0.16264248
Threat0.025443908
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.306 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This evil is called Antiwhiteism and White biological erasure.
This evil is called Antiwhiteism and White biological erasure.
Identity Attack0.4887047
Insult0.2435641
Profanity0.20016506
Threat0.025271246
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.187
Jan 27, 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.