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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: ""They look the same and …" 971 comments · Page 7 of 39
The guy in the safety vest is usually clueless, entitled, prejudiced, and just trash. He looks up everything on Google and actually thinks he knows what he's talking about, which is infuriating.
The guy in the safety vest is usually clueless, entitled, prejudiced, and just trash. He looks up everything on Google and actually thinks he knows what he's talking about, which is infuriating.
Identity Attack0.026207991
Insult0.62169385
Profanity0.21132572
Threat0.008272167
Severe Toxicity0.017997624
Moderate 0.5559701 Moderate Con 0.309 Insult Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace …
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace our society, they drag along their failed, demented, cultures along with them and that's why Canada is falling to a 3rd world status. That man said it "It feels like he's in his home town." yeah, they're turning Canada into fvcking india, and those of us born here who are not Indian don't want that. This is a cultural take over.
Identity Attack0.5108175
Insult0.5130944
Profanity0.46460027
Threat0.043309137
Severe Toxicity0.20067264
Moderate 0.5532103 Moderate Con 0.405 Identity Attack Insult Fear_Threat
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
The woman and other 2 person were Pakistani. The question is why is he talking mostly to Pakistani immigrants who will surely talk shit about Indians. It looks like purposefully wanted to show indian immigration …
The woman and other 2 person were Pakistani. The question is why is he talking mostly to Pakistani immigrants who will surely talk shit about Indians. It looks like purposefully wanted to show indian immigration on badside and not ahow actual opinions of people
Identity Attack0.50515443
Insult0.4339631
Profanity0.50818664
Threat0.012492486
Severe Toxicity0.05473421
Moderate 0.54823303 Moderate Con 0.477 Identity Attack
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
No shiiit Sherlock. Blame it on public post secondary international admissions. Dying to make money . By the way look out for Cote d Ivoire? While u are at it with “indians”. Who let theem …
No shiiit Sherlock. Blame it on public post secondary international admissions. Dying to make money . By the way look out for Cote d Ivoire? While u are at it with “indians”. Who let theem in LEGALLY? IRCC. Who gave them extended work hours under study permit?? IRCC. Who stopped “discrimination when hiring DOMESTIC FIRST, PR STATUS ……. THEN SOME?? IRCC. in other words don’t blame international students. Look at the logistical greed ‼️
Identity Attack0.38826546
Insult0.43158367
Profanity0.5013569
Threat0.017328756
Severe Toxicity0.10702737
Moderate 0.54325575 Moderate Con 0.438
Sep 29, 2025 IRCC Names India in Study …
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one …
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one ill-literate stupid person who ate the cow-dung doesn't represent the whole of India. There are some stupid people in every country. Its a sensible and a resonable think to understand such realities. Before you talk about India please read and have some knowledge about each state then you'll understand each state is very different and a country by itself. Considering that all Indians are bad is not smart or nice. Looks like you are expecting some changes, ok, then try and work on for that rather than hating Indians as a whole.
Identity Attack0.36702603
Insult0.6109131
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.54325575 Constructive 0.739 Insult Moral_Argument
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we cant live with each other I respect them. What I dont respect is mass African migration like un EU, that is crazy stuff. I would rather live in a acity with 100000 Indians than 10000 Africans because they are a fk ticking bomb, you never know if they stab someone or rap*. Indians are working, Africans cant do anything other than crimes IDK how some people still dont see this, just look at any country that took them, its same everywhere. I live in Czech Republic and we have like 10% of Vietnamese people and you dont even know they are here, all of them work, they are very polite and fit into our society very well...
Identity Attack0.5498214
Insult0.46173862
Profanity0.43669638
Threat0.3203622
Severe Toxicity0.23224458
Moderate 0.53579444 Constructive 0.713 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and …
Sssh! It's a secret. Don't tell anyone.. 😂 Indians may lack civic sense. Why don't you look at the Mueslim only towns and cities? They are worse. They want to take over your country and install sharia law and justice
Identity Attack0.6007182
Insult0.40243408
Profanity0.20916378
Threat0.02371728
Severe Toxicity0.072789766
Moderate 0.52811706 Moderate Con 0.364 Identity Attack Fear_Threat
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
Identity Attack0.57554024
Insult0.45135358
Profanity0.17055123
Threat0.013476364
Severe Toxicity0.024866661
Moderate 0.52811706 Low Con 0.263 Identity Attack Unverified_Claim
Feb 19, 2026 Inside Canada's Indian Invasion...
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, …
Our national debt has tripled because of the liberals just paying down the interest we are doomed. If we don’t do something about it we’re done these idiots. Let all of these immigrants in thinking, and knowing that they will vote for them the same as the Democrats in the United States did that’s the plan. Do you remember when Trudeau said , the immigrants are more Canadian than you are because you take for granted your Canadian ship and that they are the true Canadians not us votes in the bag. Liberals have one how many times we’re doomed. We don’t live in Canada anymore. We live in, CANASTAN AND ALL AMERICAN CANADIENS ARE THE DUMBEST DECEPTION IS IN THE BRAIN. THEY DON’T EVEN REALIZE WHERE ALL AMERICANS LIVING IN NORTH AMERICA MAY THE TRUTH SET YOU FREE LOOK IN THE MIRROR IF YOU BECOME WHAT YOU HATE????
Identity Attack0.36702603
Insult0.57787937
Profanity0.25001678
Threat0.014048163
Severe Toxicity0.023076924
Moderate 0.52272606 Moderate Con 0.344 Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
what are you looking native indians in canada wht ain talking about damt native indians of canada
what are you looking native indians in canada wht ain talking about damt native indians of canada
Identity Attack0.4911651
Insult0.46173862
Profanity0.4242778
Threat0.016120117
Severe Toxicity0.12282934
Moderate 0.52139956 Low Con 0.216 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Why aren’t those people getting deported? Next thing you know, it’s gonna look like India. Trash and cows everywhere
Why aren’t those people getting deported? Next thing you know, it’s gonna look like India. Trash and cows everywhere
Identity Attack0.55803186
Insult0.45135358
Profanity0.22105443
Threat0.033386398
Severe Toxicity0.051147457
Moderate 0.51980776 Low Con 0.141 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section …
"Wanting your country to not turn into India is not racist" Look at some of the suburbs of Dallas where Telugu people live. Look at Oak Tree Rd Edison, NJ and the Little India section of Jersey City. Gross and disgusting. All the worst of Indian behaviors exhibited here. Why should I want this for my town or suburb in the US?
Identity Attack0.55044734
Insult0.4962726
Profanity0.16217725
Threat0.013702838
Severe Toxicity0.02458496
Moderate 0.51980776 Constructive 0.651 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Identity Attack0.3817989
Insult0.54471385
Profanity0.26638454
Threat0.012181788
Severe Toxicity0.023505108
Moderate 0.509388 Constructive 0.541 Insult Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
Watching the government I came to believe that they are absolutely unconcerned about the the results of there actions in many regards, but also that many of them are too incompetent to actually do the …
Watching the government I came to believe that they are absolutely unconcerned about the the results of there actions in many regards, but also that many of them are too incompetent to actually do the job. Just look at the current Immigration minister. She is utterly clueless. I wouldn't hire the woman as nanny! Yet, she is a minister, can't answer basic questions and is totally useless.
Identity Attack0.105256535
Insult0.5739874
Profanity0.0887236
Threat0.00866054
Severe Toxicity0.012962224
Moderate 0.509388 Moderate Con 0.492 Insult Policy_Critique
Feb 28, 2026 LILLEY UNLEASHED: The fall of …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning …
The issue is real concerns warping into a racist perspective. No doubt there’s too many Indians coming into Canada, as the Canadian government is more than happy to accept. And the frustration from over-immigration turning into “fuck Indians”, it happens so quick. Being a man born in Canada with Indian heritage, lets you see how much the new immigrants don’t like you because you are too “white” for them, and Canadians don’t like you because you look like all of the new people coming in that look just like you. Lose lose all around.
Identity Attack0.5274064
Insult0.4596616
Profanity0.48510036
Threat0.027515862
Severe Toxicity0.16960317
Moderate 0.50789946 Constructive 0.645 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They legit put up statues of Shiva and shit in Brapton? Looks like natural assimilation into the culture to me, I dunno what you're on about brother. Kumar is as Canadian as the rest of …
They legit put up statues of Shiva and shit in Brapton? Looks like natural assimilation into the culture to me, I dunno what you're on about brother. Kumar is as Canadian as the rest of us, eh?
Identity Attack0.28034934
Insult0.40243408
Profanity0.5365423
Threat0.010058682
Severe Toxicity0.02444411
Moderate 0.50759226 Constructive 0.506 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Look at this Hispanic using white terminology. For white racists you're an invader as well, and you're going to be deported. Don't worry, what goes around comes around
Look at this Hispanic using white terminology. For white racists you're an invader as well, and you're going to be deported. Don't worry, what goes around comes around
Identity Attack0.55044734
Insult0.40243408
Profanity0.2263305
Threat0.063999176
Severe Toxicity0.03321367
Moderate 0.50759226 Low Con 0.25 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the …
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the whites are too lazy to work" which can be translated as "we need cheap third world labor to drive down costs". The ruling elites of the West are all WEF. Got any shares in BlackRock???
Identity Attack0.50125694
Insult0.48484445
Profanity0.39409557
Threat0.01508414
Severe Toxicity0.052940834
Moderate 0.50503236 Low Con 0.297 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
The statue is wierd but I bet it has a cool ass story behind it. The Temple looks cool,, relatively speaking. Id break bread with these people.
Identity Attack0.052944973
Insult0.24928534
Profanity0.5013569
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.50503236 Moderate Con 0.443 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Look at all these buggers coming from Poland, Venezuela, Columbia, Europe but hating someone coming from India. Indians are humble, respectful and most easy going people. Stop hating because we are not as white as …
Look at all these buggers coming from Poland, Venezuela, Columbia, Europe but hating someone coming from India. Indians are humble, respectful and most easy going people. Stop hating because we are not as white as you buggers are because these Indians will never hate you.
Identity Attack0.5051593
Insult0.47384647
Profanity0.22889622
Threat0.015602129
Severe Toxicity0.023552058
Moderate 0.49139655 Moderate Con 0.451 Identity Attack
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I used to drive to brampton many years ago but now it is brutal. I refuse to live there anymore. It's looking LIKE Bangladesh dirty and filthy. I call it bramladish. It was onse a …
I used to drive to brampton many years ago but now it is brutal. I refuse to live there anymore. It's looking LIKE Bangladesh dirty and filthy. I call it bramladish. It was onse a nice place. The drivers are brutal too, no respect for the roads.
Identity Attack0.50588524
Insult0.4962726
Profanity0.20700185
Threat0.013321015
Severe Toxicity0.023317307
Moderate 0.4850187 Constructive 0.564 Identity Attack
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Look, I love Indian food but I feel this. I'm near San JOSE CA and it's all indian and East Asian. It sucks. We have so many of these people, including Mexicans, our surrounding cities …
Look, I love Indian food but I feel this. I'm near San JOSE CA and it's all indian and East Asian. It sucks. We have so many of these people, including Mexicans, our surrounding cities are unrecognizable from a decade ago.
Identity Attack0.48915586
Insult0.41530323
Profanity0.43781817
Threat0.008285114
Severe Toxicity0.02420936
Moderate 0.4850187 Constructive 0.727 Fear_Threat
Jan 27, 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.