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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: ""Rape is not against their …" 97 comments · Page 2 of 4
"rape is not against their culture", meanwhile westerners commit obscene amounts of rape statistically, and elected a cabal of pedophile rapists lmao
"rape is not against their culture", meanwhile westerners commit obscene amounts of rape statistically, and elected a cabal of pedophile rapists lmao
Identity Attack0.4907465
Insult0.49389273
Profanity0.42990944
Threat0.3490162
Severe Toxicity0.35130173
Moderate 0.6667219 Low Con 0.143 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
U people deserve the Pakistani rape gang I wish more islamic enrichment on the west and hope Indians r going to remember this for the next decade or so
U people deserve the Pakistani rape gang I wish more islamic enrichment on the west and hope Indians r going to remember this for the next decade or so
Identity Attack0.6007182
Insult0.5130944
Profanity0.41436642
Threat0.5195707
Severe Toxicity0.45895407
Moderate 0.6588125 Low Con 0.248 Identity Attack Insult Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Im not canadian but indians raping other immigrants someone who isn't Canadian white. If you immigrant and not indian or white those assholes cheat, steal everything, social id to internet provider companies, full of scam. …
Im not canadian but indians raping other immigrants someone who isn't Canadian white. If you immigrant and not indian or white those assholes cheat, steal everything, social id to internet provider companies, full of scam. Fact: I can't pass driving test for to be teucker. I can't work in factories in mississauga or in Brampton. Rogers, fido, want me to pay money but I canceled inernet 10 years ago. I never take my return tax if I ask from indians, like sigma tax. I can't get diploma at the end of my graduation. I can't get job someone who is supervisor in the companies.
Identity Attack0.6106996
Insult0.58196646
Profanity0.46460027
Threat0.18597278
Severe Toxicity0.35040274
Moderate 0.6588125 Moderate Con 0.465 Identity Attack Insult
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Nehatto par Talwar chalava, bacchiyon ko rape threads dilana, Desh se gaddari karava Ta ja ke Pakistani randi ka baccha khalistani sikh kahava
Nehatto par Talwar chalava, bacchiyon ko rape threads dilana, Desh se gaddari karava Ta ja ke Pakistani randi ka baccha khalistani sikh kahava
Identity Attack0.61901736
Insult0.6675394
Profanity0.6242122
Threat0.53875744
Severe Toxicity0.68373036
Moderate 0.6544696 Low Con 0.144 Identity Attack Insult Threat Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
DELETE illegal immigrant voter list stay legally full document illegal rape murder terror deport illegal immigrant
Identity Attack0.5948528
Insult0.48627716
Profanity0.27882218
Threat0.49142194
Severe Toxicity0.35368225
Moderate 0.6544696 Low Con 0.173 Identity Attack Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
White man: rape is part of their culture...um 74 percent of white men are pedos...mayeb its different i. Canada with Canadian white men but ...probably not
White man: rape is part of their culture...um 74 percent of white men are pedos...mayeb its different i. Canada with Canadian white men but ...probably not
Identity Attack0.6487889
Insult0.49151286
Profanity0.37503055
Threat0.2836219
Severe Toxicity0.31905776
Moderate 0.64447093 Low Con 0.24 Identity Attack Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You shouldn’t worry about human traffickers. You might only get a little bit raped😂
You shouldn’t worry about human traffickers. You might only get a little bit raped😂
Identity Attack0.16801116
Insult0.34626248
Profanity0.44431314
Threat0.52547425
Severe Toxicity0.29621798
Moderate 0.63782936 Low Con 0.279 Threat Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike said rape is allowed in African culture 😂😂😂 when it is allowed in 🇮🇳 and 🕉️ what a 🤡 🐖
The guy on the bike said rape is allowed in African culture 😂😂😂 when it is allowed in 🇮🇳 and 🕉️ what a 🤡 🐖
Identity Attack0.5135796
Insult0.4339631
Profanity0.4131548
Threat0.40348873
Severe Toxicity0.35368225
Moderate 0.6342749 Low Con 0.228 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Some people think Sikhs are good law abifjn citizens but they practice arranged marriages...saw a BBC documentary about a girl who was raped and killed by her uncle and cousin because she refused to marry …
Some people think Sikhs are good law abifjn citizens but they practice arranged marriages...saw a BBC documentary about a girl who was raped and killed by her uncle and cousin because she refused to marry an older man that her parents selected for her...very sad shit 😢
Identity Attack0.44690517
Insult0.47630358
Profanity0.541926
Threat0.34913966
Severe Toxicity0.34189755
Moderate 0.6342749 Constructive 0.677
Jan 27, 2026 Inside Canada's Indian Invasion...
3:38 your ancestors didn't build this country. They killed raped and tortured millions and millions of children for you to call this your home. You claim not to be racist yet you r
3:38 your ancestors didn't build this country. They killed raped and tortured millions and millions of children for you to call this your home. You claim not to be racist yet you r
Identity Attack0.38215697
Insult0.45758462
Profanity0.352205
Threat0.4430943
Severe Toxicity0.34942797
Moderate 0.62136006 Moderate Con 0.364
Aug 27, 2025 Why Canadians Are Turning Against …
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars …
Indians are know for scamming: look st the scam call center in India, they even send in people in person to scam elders in the USA. There is that guy scamming out of gold bars from an old veteran pretending he was with the military. India is know for corruption, rape against women, murders and scamming. Indians need to fix india and stay in india.
Identity Attack0.61901736
Insult0.5130944
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.35094213
Moderate 0.6027529 Moderate Con 0.48 Identity Attack Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if …
Don't target all indians, they are all from feudal jatt, and upper caste prople penetrating your system through corrupt mindset.... In punjab these jatts have dalits as slave, they rape their women and kill if we try to raise our voice
Identity Attack0.60238177
Insult0.5739874
Profanity0.44366163
Threat0.511324
Severe Toxicity0.45895407
Moderate 0.6027529 Moderate Con 0.464 Identity Attack Insult Threat Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking …
Rape ? Let’s talk about rape . Just google the worst sex offenders, rapists /murderers like Karla homologation and Paul Bernardo who raped and killed more than a dozen women , they are great looking WHITE CANADIAN, isn’t ? or Colonel Russel Williams , the Canadian airforce base commander who raped and murdered women while cross dressing at night and flying the prime minister ….another WHITE GOOD CANADIAN . what about the worst of worst serial pedophiles like the famous EPSTEIN …THAT’S A STEIN , who basically made a living raping , abusing and exploiting underage innocent white women . You see I can go on and on, but the worst of the worst when it comes to rape and sexual violence are the good old white Canadians, Americans ……
Identity Attack0.4911651
Insult0.5332045
Profanity0.32965264
Threat0.43656045
Severe Toxicity0.33047765
Moderate 0.6020386 Moderate Con 0.452 Insult Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
5:15 this mfer said African culture is in favor of rape😂😂
5:15 this mfer said African culture is in favor of rape😂😂
Identity Attack0.4911651
Insult0.29383746
Profanity0.3778404
Threat0.34804323
Severe Toxicity0.18232453
Moderate 0.60152835 Low Con 0.187 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations …
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations have legal penalties for rape. Africans are “stupid” and “can’t keep a job at McDonald’s”? But somehow Nigerians are some of the smartest, most accomplished people I’ve met in my life. The ones I know are doctors, lawyers, engineers, work in tech, living in mansions and driving cars this miserable white trash of a man would only dream of. The irony of someone with such a limited worldview calling other people “low IQ” is wild. Education isn’t just about what you think you know, it’s knowing when you’re completely out of your depth. Instead of blaming entire populations for why you think they’re beneath you, maybe ask yourself why tearing others down is the only way you know how to feel superior.
Identity Attack0.48990932
Insult0.57787937
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.478 Insult Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Rape is not allowed in Nigerian culture and it is in Africa it is the Muslims emwho Rape and are affecting Nigeria here
Rape is not allowed in Nigerian culture and it is in Africa it is the Muslims emwho Rape and are affecting Nigeria here
Identity Attack0.5983441
Insult0.40243408
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.34935045
Moderate 0.5885171 Moderate Con 0.443 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
A white man saying rape is in your culture is wild 😝
A white man saying rape is in your culture is wild 😝
Identity Attack0.5135796
Insult0.36939126
Profanity0.38343847
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.584095 Low Con 0.252 Identity Attack Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
"Rape is an African culture"... lol He's tripping
"Rape is an African culture"... lol He's tripping
Identity Attack0.55044734
Insult0.37279442
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5721988 Low Con 0.203 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
Identity Attack0.55044734
Insult0.3388922
Profanity0.33954415
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.163 Identity Attack Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Identity Attack0.55044734
Insult0.48627716
Profanity0.28938356
Threat0.29519764
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.26 Identity Attack Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Identity Attack0.55044734
Insult0.5678696
Profanity0.17008601
Threat0.05688698
Severe Toxicity0.038593806
Moderate 0.568186 Constructive 0.601 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The men don't seem too worried like the women are. India is the rape capital of the world, bringing millions of them here isn't safe for us women!
The men don't seem too worried like the women are. India is the rape capital of the world, bringing millions of them here isn't safe for us women!
Identity Attack0.57150364
Insult0.45135358
Profanity0.31402156
Threat0.13397428
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.383 Identity Attack Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
They have Raped this Country n made it Khalistani nation.... Shame
They have Raped this Country n made it Khalistani nation.... Shame
Identity Attack0.57150364
Insult0.563347
Profanity0.40929472
Threat0.44185185
Severe Toxicity0.50703704
Moderate 0.56269526 Low Con 0.208 Identity Attack Insult
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
low intelligent, and rape, which world is he living in, all happening even at brat level of his own people kind.
low intelligent, and rape, which world is he living in, all happening even at brat level of his own people kind.
Identity Attack0.104676254
Insult0.5130944
Profanity0.29209393
Threat0.20178549
Severe Toxicity0.06101104
Moderate 0.56269526 Low Con 0.163 Insult Fear_Threat
Feb 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.