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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: "EVERYONE THIS IS WHO YOU …" 558 comments · Page 4 of 23
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that …
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that rewards hard work, not political optics. Im an immigrant and this place sucks now. Everyone needs to get together, immigrants and citizens need to step up and toss this government out. And when it comes to the garbage and pathetic justice system, No more revolving doors. Every judge who releases repeat offenders must be held publicly and legally accountable for the crimes committed under their rulings. If you enable violence, you share responsibility for its consequences. I am an immigrant of 22 years and I will not put up with this disgusting mistreatment of MY COUNTRY. MY PEOPLE. OUR CULTURE. I will never stay silent. I will always back Canada.
Identity Attack0.18391247
Insult0.5130944
Profanity0.2664882
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.587 Insult Policy_Critique
Sep 9, 2025 8 likes Why Canadians Are Turning Against …
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 …
Honestly world would be so much better if everyone gtfo back where they came from.
Honestly world would be so much better if everyone gtfo back where they came from.
Identity Attack0.31892163
Insult0.4125297
Profanity0.36099523
Threat0.13616586
Severe Toxicity0.070156105
Moderate 0.47473195 Low Con 0.281 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge …
Does anybody remember when a group of Indians robbed the LCBO in Bowmanville, Ontario. They drove the WRONG WAY on the 401 and crashed into an entire family, killing everyone, ncluding a 4mo baby. Judge Russel Wood of Oshawa said he didn't want the surviving Indian to be deported so he gave him 4mo in jail. FOR ARMED ROBBERY + KILLING AM ENTIRE FAMILY
Identity Attack0.49032792
Insult0.27969417
Profanity0.10363861
Threat0.5195707
Severe Toxicity0.12546301
Moderate 0.47473195 Constructive 0.64 Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
everyone sick of indian fatigue
everyone sick of indian fatigue
Identity Attack0.50515604
Insult0.37846634
Profanity0.2317999
Threat0.01750142
Severe Toxicity0.030523606
Moderate 0.47119883 Low Con 0.265 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
All done deliberately don't think this is just another useless clueless liberal...the wef is doing it everyone wake up
All done deliberately don't think this is just another useless clueless liberal...the wef is doing it everyone wake up
Identity Attack0.109318495
Insult0.5130944
Profanity0.117874645
Threat0.008893564
Severe Toxicity0.014059683
Moderate 0.47119883 Low Con 0.194 Insult Unverified_Claim
Feb 26, 2026 43 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
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...
wtf is everyone complaining about... the Sikhs are exremetly peaceful ppl..
wtf is everyone complaining about... the Sikhs are exremetly peaceful ppl..
Identity Attack0.11744241
Insult0.24928534
Profanity0.48510036
Threat0.011638066
Severe Toxicity0.02425631
Moderate 0.47119883 Moderate Con 0.401 Solidarity
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
8:39 They all look similar. Is polish where everyone looks grumpy or blonde. 9:01 They walk around naked said by a naked man😂
8:39 They all look similar. Is polish where everyone looks grumpy or blonde. 9:01 They walk around naked said by a naked man😂
Identity Attack0.25478655
Insult0.26957804
Profanity0.3051381
Threat0.049128212
Severe Toxicity0.02604016
Moderate 0.47119883 Moderate Con 0.303
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
DOIG FORDS BRAIN OIS BROKEN! How did so many immigrants enter Canada ? Canada doesn’t need your population method Thank you very much! DEPORT EVERYONE and life in this country will return to being peaceful
DOIG FORDS BRAIN OIS BROKEN! How did so many immigrants enter Canada ? Canada doesn’t need your population method Thank you very much! DEPORT EVERYONE and life in this country will return to being peaceful
Identity Attack0.3817989
Insult0.4596616
Profanity0.0569429
Threat0.03373172
Severe Toxicity0.023176458
Moderate 0.46716887 Low Con 0.228
Aug 26, 2025 Why Canadians Are Turning Against …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's and Pakistanis. None of them aligns with Canadian values. I feel its very rude and nerve-racking of them to come here and then try to change our culture to look like what they just came from. They are a dirty people. They have no rules when it comes to cleanliness in their food factories. They literally use their filthy feet to help in the preparation of food that is shipped to Western countries. Its a common agreement that we dont want them here. Even natural-born Indians dont want them here. They know how disgusting their hygiene practises are. I went to an indian resteraunt with a friend of mine and i could see into the kitchen and the guy who was cooking was barefooted and as he came to deliver the food he slid into a pair of slippers. I asked him if he was cooking in bare feet and he lied saying OHHH no maam and then he lifted his foot. I looked at my friend and said this is grose and im going to McDonalds. And everyone in Mcdonalds was Indian too. FUCC that. Canada doesnt even look Canadian anymore. We honestly look Asian and its the Liberals who are doing it. Get rid of White Canadians. Bring in Dumb down indians and they will never lose another election
Identity Attack0.48990932
Insult0.48313886
Profanity0.18049006
Threat0.01254427
Severe Toxicity0.023552058
Moderate 0.45921504 Constructive 0.639
Jan 27, 2026 Inside Canada's Indian Invasion...
That should scare all the lgbtq plus communities that are supporting the liberal government to hear that Mark Carney has spoken and said muslim values are Canadian values. ? If you think the Christians we're …
That should scare all the lgbtq plus communities that are supporting the liberal government to hear that Mark Carney has spoken and said muslim values are Canadian values. ? If you think the Christians we're bad when you heard their biblical words. ? By hearing what this Muslim was speaking. It sounds like you will have Muslims in your face and cutting off your blank because they despise your sexual acts, and they despise everyone else that doesn't agree with their religious ideology.
Identity Attack0.5135796
Insult0.36193377
Profanity0.09583591
Threat0.12689553
Severe Toxicity0.023076924
Moderate 0.45751464 Moderate Con 0.487 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women …
If white Canadians or Natives make Enough kids everyone have 3 kids then our government don't need that many immigrants from india but They don't have enough Children They are busy in Drugs Alcohol women Gambling driving cars Here we are
Identity Attack0.5135796
Insult0.38852
Profanity0.060951006
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.4574824 Moderate Con 0.314 Identity Attack Identity_Assertion
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Islam is the only one which says everyone non Muslim is bad
Islam is the only one which says everyone non Muslim is bad
Identity Attack0.5502601
Insult0.24561718
Profanity0.16496858
Threat0.021300001
Severe Toxicity0.023076924
Moderate 0.45703048 Low Con 0.247 Identity Attack Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
"sub sahara intelligence level below 70", people with that level of intelligence cannot take care of themselves much less reason or use a computer... am i dead? lol, okay seriously, anyone with an IQ above …
"sub sahara intelligence level below 70", people with that level of intelligence cannot take care of themselves much less reason or use a computer... am i dead? lol, okay seriously, anyone with an IQ above 110 - i am saying this knowing the IQ system is flawed but is the most common metric everyone can understand - who seriously believes a region of people exists with below 70 IQ as an average is clearly dumb. Believing online graphs without investigating the sources to prove your biast is dumb, the guy on the bike is dumb. I's not racism or anti racism, it's just reality, people with that level of IQ grouped together would not be able to take care of themselves, they would die out, it would not be possible, i would not even exist as a software developer before AI became mainstream.
Identity Attack0.23239216
Insult0.5129801
Profanity0.18909787
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.45703048 Constructive 0.519 Insult Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Everyone here so racist and hiding it behind "national pride" you are in 21st century if you want to be around white people buy ranch in middle of nowhere or just accept it jeez
Everyone here so racist and hiding it behind "national pride" you are in 21st century if you want to be around white people buy ranch in middle of nowhere or just accept it jeez
Identity Attack0.46050715
Insult0.36798462
Profanity0.17987521
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.242 Moral_Argument
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Old European immigrants hate the Indian immigrants, old Indian immigrants hate the new Indian immigrants--seems like the common denominator is that everyone hates change. Which is their right, but it just feels ridiculous looking in …
Old European immigrants hate the Indian immigrants, old Indian immigrants hate the new Indian immigrants--seems like the common denominator is that everyone hates change. Which is their right, but it just feels ridiculous looking in from the outside.
Identity Attack0.46028158
Insult0.4378843
Profanity0.15724123
Threat0.009696201
Severe Toxicity0.016900165
Moderate 0.45090583 Moderate Con 0.455
Oct 13, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
9:00 yes walking naked in front of everyone (especially if you are being recorded) is bad🤣🤣
9:00 yes walking naked in front of everyone (especially if you are being recorded) is bad🤣🤣
Identity Attack0.04667538
Insult0.113185234
Profanity0.27274927
Threat0.05042134
Severe Toxicity0.023076924
Moderate 0.44573322 Low Con 0.264
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine that it took white people over 60-years, to realize Brampton was majority populated by Indians, who’ve been in town since the 50’s!!! Only the ignorant populace of Peel thinks “Indians” just started showing-up, the …
Imagine that it took white people over 60-years, to realize Brampton was majority populated by Indians, who’ve been in town since the 50’s!!! Only the ignorant populace of Peel thinks “Indians” just started showing-up, the past few years, when they been in Peel longer than everyone else
Identity Attack0.45610145
Insult0.46327567
Profanity0.09744903
Threat0.008220384
Severe Toxicity0.017997624
Moderate 0.44393396 Moderate Con 0.343 Identity_Assertion
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. …
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. If I were ever asked I choose Any European countries over India without thinking a second thought
Identity Attack0.46028158
Insult0.34548226
Profanity0.2600683
Threat0.036149003
Severe Toxicity0.034110364
Moderate 0.4421347 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 1 likes 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 …
I can’t take Indians. They just take everyone’s desk jobs away
I can’t take Indians. They just take everyone’s desk jobs away
Identity Attack0.5135796
Insult0.2659317
Profanity0.16264248
Threat0.038220957
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.371 Identity Attack Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
America way better everyone prefers mexicans over indians
America way better everyone prefers mexicans over indians
Identity Attack0.5203519
Insult0.25007802
Profanity0.13873272
Threat0.010576514
Severe Toxicity0.023076924
Moderate 0.4398409 Low Con 0.172 Identity Attack Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I …
As a Caribbean Indian, I hate how these Indians from India have twisted the perspective towards Indians across the world. They’re so problematic. And Im from Trinidad but everyone assumes I’m from India and I hate it. Just cuz i look like you doesn’t mean I’m from your homeland. And to the Canadians, just cuz I look like them doesn’t mean you can assume I’m from India. I have never been to India so stop assuming I’m from there. Imagine seeing an Asian person in markham and assuming they’re from China and speak Chinese when their family has been in Canada for generations.
Identity Attack0.48990932
Insult0.38852
Profanity0.32120174
Threat0.02855184
Severe Toxicity0.023880709
Moderate 0.43230394 Constructive 0.634 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land …
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land which give everyone place who were Slaughter all over the earth But Muslim were those who slaughter them Hari bol ❤
Identity Attack0.5108175
Insult0.40189892
Profanity0.18909787
Threat0.34804323
Severe Toxicity0.23225316
Moderate 0.4274071 Constructive 0.511 Identity Attack
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)

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.