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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: "This is what the others …" 295 comments · Page 2 of 12
Naperville illinois is basically the same thing. Huge Indian population. Setting up their own cultural areas within the city. Overtaking entire shopping districts. Forcing their ideals on others. You come to American for the opportunity …
Naperville illinois is basically the same thing. Huge Indian population. Setting up their own cultural areas within the city. Overtaking entire shopping districts. Forcing their ideals on others. You come to American for the opportunity and yet you want to turn it into the shithole you came from.
Identity Attack0.46028158
Insult0.5130944
Profanity0.541926
Threat0.012647836
Severe Toxicity0.16496792
Moderate 0.6020386 Moderate Con 0.402 Insult Fear_Threat
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...
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you …
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you one Damm thing, not one of these Indians are on governments benefits, they are working their socks off unlike others from a certain religion such as the recent Minnesota problem. Furthermore how many own a house there as compared to what you people call a Canadian white person, it will be interesting to know the facts. And no the heavens didn’t open up on them with gold coins raining on their heads 😂. Here in London you get the same occasional problem where non educated white people start to moan and can’t tell the difference between an Indian person or Pakistani, by the way Indians own the most homes in London have a think why!! They actually go out and work and want to achieve something In life!!
Identity Attack0.57150364
Insult0.54471385
Profanity0.39409557
Threat0.013528148
Severe Toxicity0.16960317
Moderate 0.5885171 Constructive 0.635 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
2000 to 3000 refugees are walking across illegally into Canada and our government ‘welcomes’ them. 😂🤣 We are fools. We can’t even house our homeless or veterans, yet we give out everything to others. What …
2000 to 3000 refugees are walking across illegally into Canada and our government ‘welcomes’ them. 😂🤣 We are fools. We can’t even house our homeless or veterans, yet we give out everything to others. What a sad country.
Identity Attack0.33060804
Insult0.6261769
Profanity0.174273
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.5885171 Moderate Con 0.373 Insult
Apr 8, 2022 1 likes How much do refugees and …
Well, atleast both men and women work and pay taxes, in comparison to the small hats that are only praying. They literally have 10-20 kids, only women work allegedly and are extremely racist against all …
Well, atleast both men and women work and pay taxes, in comparison to the small hats that are only praying. They literally have 10-20 kids, only women work allegedly and are extremely racist against all other races. All while living on others cost, free food, free homes and no worries in life. Literally the parasites of the world.
Identity Attack0.44690517
Insult0.62169385
Profanity0.21564959
Threat0.010369381
Severe Toxicity0.023076924
Moderate 0.5885171 Moderate Con 0.378 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
White people will always hate others 😂
White people will always hate others 😂
Identity Attack0.5983441
Insult0.3388922
Profanity0.25367188
Threat0.020782012
Severe Toxicity0.02514347
Moderate 0.568186 Low Con 0.207 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
5:16 saying others about low intelligence while he himself looking like working as a trash collector.
5:16 saying others about low intelligence while he himself looking like working as a trash collector.
Identity Attack0.06613251
Insult0.5130944
Profanity0.29168049
Threat0.011249693
Severe Toxicity0.023293832
Moderate 0.568186 Low Con 0.104 Insult Meta_Commentary
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. …
So has a black American the Indians win by default, haha I agree with him. We don't want Africans or Muslims. Pick your poison. Every African I've had to work with was a complete nightmare. My Wife is Japanese and works as a Firmware engineer here in Tokyo. She's always saying how the Indians even scam at work by using others work.
Identity Attack0.6220118
Insult0.44802538
Profanity0.29209393
Threat0.049774777
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.765 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why? Only one answer as a Canadian. Work your ass off! Be smart! Provide only for your families! Smile at others and show you are doing everything you can.
Why? Only one answer as a Canadian. Work your ass off! Be smart! Provide only for your families! Smile at others and show you are doing everything you can.
Identity Attack0.24970764
Insult0.4710501
Profanity0.47435758
Threat0.010550622
Severe Toxicity0.028730227
Moderate 0.55739564 Moderate Con 0.473 Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Just one quistion, How many native american killed by white people ?( ur fathers and grand fathers) JUST NATIVE AMERICANS NOT AFRICANS AND OTHERS.
Just one quistion, How many native american killed by white people ?( ur fathers and grand fathers) JUST NATIVE AMERICANS NOT AFRICANS AND OTHERS.
Identity Attack0.6007182
Insult0.3416952
Profanity0.12639372
Threat0.32350776
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.373 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Whites invaded countries, destroyed them looted trillions of dollars -> Upliftment, Amen. Others coming as immigrants -> Invasion 🤡
Whites invaded countries, destroyed them looted trillions of dollars -> Upliftment, Amen. Others coming as immigrants -> Invasion 🤡
Identity Attack0.6007182
Insult0.40189892
Profanity0.17473823
Threat0.05203775
Severe Toxicity0.13336399
Moderate 0.53579444 Low Con 0.158 Identity Attack Moral_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in …
My favourite part was the probably 'queer' atheist white blob saying he is fearful of Muslims as if there is something to fear in Islam. He doesnt know he needs the light of Islam in his dark dark life. If we see white people doing bad things we dont blame it on christianity. Its the same for others. Their bad actions are not endorsed by their religion. If you knew even just a little about what their religion teaches. Im not indian. Or a white queer atheist block of fat.
Identity Attack0.57150364
Insult0.47384647
Profanity0.33453682
Threat0.017156094
Severe Toxicity0.040387187
Moderate 0.51980776 Moderate Con 0.448 Identity Attack Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country …
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country immigrants who come and slowly invade and hate .. the locals.. Indians .. work hard , PAY TAX , Contribute to country’ s grand GDP , and try to build a life for themselves and families without hurting others !! If their prosperity and growth is sticking a thorn in your eye , you need to think whose fault it is !! Get the PERSPECTIVE right !! 😡😡😡
Identity Attack0.46028158
Insult0.49151286
Profanity0.07740857
Threat0.012337137
Severe Toxicity0.02406851
Moderate 0.509388 Moderate Con 0.476
Nov 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I would rather have Indians then the others but still wtf
I would rather have Indians then the others but still wtf
Identity Attack0.44690517
Insult0.3388922
Profanity0.5013569
Threat0.010343489
Severe Toxicity0.03590374
Moderate 0.509388 Moderate Con 0.312 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate others.... With good reason
I hate others.... With good reason
Identity Attack0.4006267
Insult0.24928534
Profanity0.26463717
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.369
Sep 8, 2025 Why Canadians Are Turning Against …
Funny to hear Sikhism is for others, weird thing is, you only hear that when they are immigrants, in their homeland they are not inclusive, hence, these are parasites that leech and destroy the host. …
Funny to hear Sikhism is for others, weird thing is, you only hear that when they are immigrants, in their homeland they are not inclusive, hence, these are parasites that leech and destroy the host. Canadians are nice people whos kindness are being taken advantage of, but in a few years the real Canadians will become aboriginals.
Identity Attack0.4907465
Insult0.5130944
Profanity0.10735235
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.4850187 Moderate Con 0.412 Insult
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Leaving their country to turn a western country into little India, bringing their dirty habits with them. Destroy their own country then destroy others.
Leaving their country to turn a western country into little India, bringing their dirty habits with them. Destroy their own country then destroy others.
Identity Attack0.49032792
Insult0.40243408
Profanity0.1631077
Threat0.34804323
Severe Toxicity0.02453801
Moderate 0.47886392 Low Con 0.156
Jan 27, 2026 Inside Canada's Indian Invasion...
These Indian only hire their own people and discriminate against others
These Indian only hire their own people and discriminate against others
Identity Attack0.55044734
Insult0.36365277
Profanity0.20139475
Threat0.04029291
Severe Toxicity0.045767322
Moderate 0.47886392 Low Con 0.244 Identity Attack Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things …
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things happen dru* 💊 extortion, how come so many let inside without doing proper police checks, what is happening in this country, as one MP said Rwanda is much safer than 🇨🇦 Punj* and casti est faith will bring no good to any community or Nation Why follow rules when you have no beliefs, so enjoy this life do what ever to make you happy, why care about others, beliefs reincarnation, anyway i am gonna be ant insect or animal when i die, what would such beliefs bring ? This is what extreme selfishness corruption....
Identity Attack0.46028158
Insult0.47273466
Profanity0.39409557
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.47119883 Moderate Con 0.444 Unverified_Claim
Feb 11, 2026 Inside Canada's Indian Invasion...
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm Thats why theh both control the most of the place, Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦 Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Identity Attack0.54151535
Insult0.45758462
Profanity0.32658687
Threat0.16067244
Severe Toxicity0.35368225
Moderate 0.47119883 Constructive 0.51 Identity Attack Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else …
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else to take care of. This is why their country is one of the dirtiest in all the world. They use the streets as a garbage can or toilet, then just leave it for someone else to clean it up. But, when everyone is raised with this attitude, there's no one left to clean it up. In India, they have the "untouchables". Yes, the caste system is still operating in India, although it's not recognized by the government. It's the untouchables that are supposed to clean up all the trash and feces off the streets, but they never do. They don't get paid to do it. This is why their trash clean up is so poor as far as having trucks go around and pick it up to take to a landfill. There are very few untouchables and the other people won't work for the trash pick up companies, because they feel it's beneath them. So, they trash their country and instead of cleaning it up, they move to another country to trash it. My brother used to be a truck driver for many years. Every time he saw a truck rolled over on it's side, he'd say "Must have been an Indian", because every rolled over truck he ever saw was driven by someone from India. If you look at videos of the traffic in India, you will see lot of trucks rolled over, and you'll see no one pay attention to stop lights, stop signs and everyone just cuts off everyone. This is the individual idea. I have to get somewhere, so I will cut you off to get there. It's always "Me, me, me". This attitude causes so many wrecks. Westerners have a hard time driving in India because we are all raised with everyone in mind, not just ourselves. We are a community, not an individual. We need to put a big wall around India and stop all airplanes going in and out, so they don't spread their diseased ideals of life and end up ruining another country. Do you know why India doesn't really take military training very seriously? Because no other country wants to invade and have to deal with the clean up. At this point, it's just about impossible to ever clean that country up.
Identity Attack0.50588524
Insult0.43450394
Profanity0.3813392
Threat0.046541955
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.685 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Most of Indians are loud. They don’t know how to behave nicely with others. There are lots of fraud in H1 B visa in US. Guess what who get majority of the H1B visas in …
Most of Indians are loud. They don’t know how to behave nicely with others. There are lots of fraud in H1 B visa in US. Guess what who get majority of the H1B visas in US. Indians. Time to become serious.
Identity Attack0.5135796
Insult0.42567953
Profanity0.096482486
Threat0.012130005
Severe Toxicity0.023411209
Moderate 0.46982017 Moderate Con 0.348 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Diab is even more useless than Frazer a s Miller. She seems totally clueless about her portfolio and I'm sure when she is asked questions keeps reading the wrong answers written for her. That's why …
Diab is even more useless than Frazer a s Miller. She seems totally clueless about her portfolio and I'm sure when she is asked questions keeps reading the wrong answers written for her. That's why others have to speak for her
Identity Attack0.0075105648
Insult0.5177041
Profanity0.108590275
Threat0.007029374
Severe Toxicity0.009269714
Moderate 0.45921504 Moderate Con 0.484 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.