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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: "What will I do without …" 416 comments · Page 2 of 17
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my …
The man with the neon jacket..!!! He is like w Africas were tested Below Intelligence Level (who did?) And why they bring people with disabilities to my country knowing they won't be working for my country's well-being like a SLAVE!? 😒 The Colonial mindset still continues..There will always be people like him..💀 I am not defending Indians but without the immigration you won't survive sir! You in your Christmas pyjamas won't get any presents if they don't work for your dirty work stu*id!!
Identity Attack0.48915586
Insult0.6306599
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.22513679
Moderate 0.62702215 Moderate Con 0.481 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's …
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's terrible. They don't even bother to learn proper manners; it's disgusting.
Identity Attack0.6106996
Insult0.5739874
Profanity0.24147889
Threat0.017674083
Severe Toxicity0.06011435
Moderate 0.62136006 Constructive 0.523 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you …
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you are a foreign national and are suspected of ties to this, Canadian status revoked, deported. We need to stop being suckers.
Identity Attack0.36702603
Insult0.6308392
Profanity0.36230123
Threat0.05397744
Severe Toxicity0.02514347
Moderate 0.6027529 Low Con 0.292 Insult Call_To_Action
Feb 24, 2026 Canadian immigration officers investigating hundreds …
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people …
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people who are sick of this shit raising kids and those kids will grow up to hate. Thats all im gonna say.
Identity Attack0.41222036
Insult0.48228607
Profanity0.57236236
Threat0.03165977
Severe Toxicity0.16233426
Moderate 0.60254884 Moderate Con 0.454 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They all come here because they're Master scammers. Do you think for one second they came here without fraudulent documentation or fraudulent means to actually stay here? They come here because we are fools that …
They all come here because they're Master scammers. Do you think for one second they came here without fraudulent documentation or fraudulent means to actually stay here? They come here because we are fools that allow them to abuse our system!
Identity Attack0.14661247
Insult0.6336687
Profanity0.26614267
Threat0.0103175985
Severe Toxicity0.023076924
Moderate 0.60254884 Low Con 0.283 Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation. The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Identity Attack0.27171627
Insult0.6308392
Profanity0.43272525
Threat0.011249693
Severe Toxicity0.024960563
Moderate 0.6020386 Constructive 0.749 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Why is it so wrong to say it would be a better place without blacks and browns out of our country
Identity Attack0.69783735
Insult0.40243408
Profanity0.26600444
Threat0.12996206
Severe Toxicity0.20678867
Moderate 0.60152835 Moderate Con 0.31 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the room”, politicians won’t talk about, nobody knows what to do. Cowards.
Identity Attack0.17381613
Insult0.6500014
Profanity0.094542764
Threat0.03373172
Severe Toxicity0.022322904
Moderate 0.5921536 Low Con 0.24 Insult Unverified_Claim
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
LOL your whole IT and Pharma industry is depends on you without us you guys are fool just trying figure out how things work 😂😂
LOL your whole IT and Pharma industry is depends on you without us you guys are fool just trying figure out how things work 😂😂
Identity Attack0.039456755
Insult0.6109131
Profanity0.30690086
Threat0.009929225
Severe Toxicity0.023076924
Moderate 0.5921536 Low Con 0.139 Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
For decade these liberals has with their wokist idiots ideology have destroyed our army. They have gave to Ukraine most of our equipment and $24 billions of dollars of taxes money. Without any referendum or …
For decade these liberals has with their wokist idiots ideology have destroyed our army. They have gave to Ukraine most of our equipment and $24 billions of dollars of taxes money. Without any referendum or accountability or traceability. Zenlesky is under scrutiny for fraud bot still because Russia took over Brookfield nuclear power, they are loosing money so Carney doesn't want to lose his investments. This con carneychio sneaky snake grifter is using our taxes money for his own personal gain with profits to Brookfield. This needs to stop. Ethics commissioner ain't serving Canadian.
Identity Attack0.21075934
Insult0.6336687
Profanity0.29209393
Threat0.019918699
Severe Toxicity0.023974609
Moderate 0.5885171 Moderate Con 0.39 Insult Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. …
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. I'm probably smarter than him. some africans being illiterate doesn't make them stupid and indians don't eat poop. leaving what he said in the video without calling it out looks like you agree. every group has bad drivers. every group has bad people- like the biker guy. stop the stereotype. imagine judging all white people off the biker guy. that’s what you’re doing. it’s not fair.
Identity Attack0.4911651
Insult0.5130944
Profanity0.40878695
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.661 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians are turning against immigrants because our ;Consrvative ' party is now copying MAGA to drag the free world into a white christian theocracy to return slavery, which cannot exist without SLAVERY . F8ck Maple …
Canadians are turning against immigrants because our ;Consrvative ' party is now copying MAGA to drag the free world into a white christian theocracy to return slavery, which cannot exist without SLAVERY . F8ck Maple MAGA !
Identity Attack0.5051609
Insult0.46327567
Profanity0.4798129
Threat0.035458352
Severe Toxicity0.16960317
Moderate 0.57271194 Low Con 0.168 Identity Attack Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are …
lmao well you saw all those Indian CDL drivers who were killing people bc they were given CDL’s without actually passing the test and then getting hired by these indian owned trucking companies. They are awful drivers.
Identity Attack0.5135796
Insult0.5130944
Profanity0.28593817
Threat0.13582869
Severe Toxicity0.05025077
Moderate 0.5716857 Moderate Con 0.337 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Ugh, makes my heart hurt about that white racist man speaking. My kudos to you for being able to listen to that without vomiting.
Ugh, makes my heart hurt about that white racist man speaking. My kudos to you for being able to listen to that without vomiting.
Identity Attack0.54151535
Insult0.5130944
Profanity0.24910301
Threat0.01187109
Severe Toxicity0.023552058
Moderate 0.55739564 Constructive 0.555 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
That registered nurse didnt say anything, he thought very carefully abouy his answers, trying to not to explain why he left india without talking shit about his own country and people
That registered nurse didnt say anything, he thought very carefully abouy his answers, trying to not to explain why he left india without talking shit about his own country and people
Identity Attack0.28034934
Insult0.39743927
Profanity0.541926
Threat0.010472948
Severe Toxicity0.034110364
Moderate 0.5566829 Moderate Con 0.416 Meta_Commentary
Oct 8, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
11:07 this dude is vommiting just hate , and I will not be surprised, he is not even Sikh . If you will talk to divide & break india , you will be suppressed without …
11:07 this dude is vommiting just hate , and I will not be surprised, he is not even Sikh . If you will talk to divide & break india , you will be suppressed without any doubt.
Identity Attack0.36942887
Insult0.45758462
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.15443328
Moderate 0.5559701 Moderate Con 0.333 Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
The folks without homes need to go hang at the temples!
The folks without homes need to go hang at the temples!
Identity Attack0.458714
Insult0.24928534
Profanity0.19401662
Threat0.5500652
Severe Toxicity0.19149859
Moderate 0.54823303 Low Con 0.136 Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You are really a H O U S E S L A V E in this video ,, you could Present your point of view without being racist towards other people's religions
You are really a H O U S E S L A V E in this video ,, you could Present your point of view without being racist towards other people's religions
Identity Attack0.28034934
Insult0.46327567
Profanity0.2847897
Threat0.013528148
Severe Toxicity0.10702737
Moderate 0.52272606 Moderate Con 0.32 Meta_Commentary
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Jeez dread, Canada needs to do something quick, I'm seeing tis shit all over and it going to be a real mess if they don't fix it fast. Change the laws and force these people …
Jeez dread, Canada needs to do something quick, I'm seeing tis shit all over and it going to be a real mess if they don't fix it fast. Change the laws and force these people to adhere to the culture and laws, take away some one their rights, start by taking away their rights to practice their culture in public, stop their protesting, they are immigrants and should behave like a lifelong guest, deport them without question if they fail to assimilate.
Identity Attack0.37292135
Insult0.46774593
Profanity0.5150164
Threat0.063999176
Severe Toxicity0.052940834
Moderate 0.52139956 Constructive 0.51 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Why would you platform an overt and admitted racist? Everyone else was at least respectful. He was disgusting and the video would have been better without him
Why would you platform an overt and admitted racist? Everyone else was at least respectful. He was disgusting and the video would have been better without him
Identity Attack0.10409598
Insult0.5543018
Profanity0.20592089
Threat0.014393489
Severe Toxicity0.023076924
Moderate 0.52139956 Moderate Con 0.485 Insult Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
8:35 nothing but hate hate hate. How can you sign up and drive uber without driver’s license? Old man is out of his mind.
8:35 nothing but hate hate hate. How can you sign up and drive uber without driver’s license? Old man is out of his mind.
Identity Attack0.10221587
Insult0.48484445
Profanity0.10023434
Threat0.013113883
Severe Toxicity0.022710243
Moderate 0.52139956 Moderate Con 0.382
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
the minister is disgusting, her reference to tabouleh is a way to imply that Rempel Garner is somehow a racist without engaging her question. It's like when AOC went off about black and indigenous cowboys …
the minister is disgusting, her reference to tabouleh is a way to imply that Rempel Garner is somehow a racist without engaging her question. It's like when AOC went off about black and indigenous cowboys at Munich to avoid engaging with any of the content of Rubio's speech. The left does this all the time, rather than offer any defense they just shout "racism" or "islamophobia" or "transphobia"
Identity Attack0.4482637
Insult0.5497792
Profanity0.12035047
Threat0.009463178
Severe Toxicity0.023076924
Moderate 0.52139956 Constructive 0.561 Insult Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Bruhh as an international student here in Canada who actually came here to develop a career and find a successful path, I'm honestly terrified of other immigrants who do stupid things without any repercussions because …
Bruhh as an international student here in Canada who actually came here to develop a career and find a successful path, I'm honestly terrified of other immigrants who do stupid things without any repercussions because they do all the fk ups and people actually came here to have a good career and life get marginalized and targeted. It's a very terrifying situation rn.
Identity Attack0.39207554
Insult0.54471385
Profanity0.4001375
Threat0.010654188
Severe Toxicity0.023364257
Moderate 0.52007306 Constructive 0.692 Insult Personal_Narrative
Sep 11, 2025 4 likes Why Canadians Are Turning Against …
All whites are immigrants too, by killing native without any doubt, now a days in whites are native, later some other?????????? Don't cry.
All whites are immigrants too, by killing native without any doubt, now a days in whites are native, later some other?????????? Don't cry.
Identity Attack0.57150364
Insult0.34626248
Profanity0.15195307
Threat0.38897106
Severe Toxicity0.06488878
Moderate 0.52007306 Low Con 0.279 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
It would be fine if they weren’t so dirty. They would come through my town to go to the beach and left garbage, food, and random ass things all over the store without a care. …
It would be fine if they weren’t so dirty. They would come through my town to go to the beach and left garbage, food, and random ass things all over the store without a care. They have shut down 66 illegal driving schools in Brampton in 2025 most were Indian that’s why they are such bad drivers. It’s so hard to get a job as a teen it’s fine if they want to learn our culture that’s fine but this is not India .
Identity Attack0.46028158
Insult0.48484445
Profanity0.42990944
Threat0.017156094
Severe Toxicity0.13073033
Moderate 0.51980776 Constructive 0.614 Identity_Assertion
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.