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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: "IT'S ABOUT TIME!" 1,206 comments · Page 4 of 49
I live in Brampton It’s good I never ran into you because the shit i would say could get me time in a cage
I live in Brampton It’s good I never ran into you because the shit i would say could get me time in a cage
Identity Attack0.06340405
Insult0.34782293
Profanity0.6750904
Threat0.0287245
Severe Toxicity0.08595808
Moderate 0.60254884 Moderate Con 0.475 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
2:30 wtf tyler i have been watching u since a long time, why do u have to show a dirty part of punjab. Show the golden temple, stop feeding hate towards our country. L man
2:30 wtf tyler i have been watching u since a long time, why do u have to show a dirty part of punjab. Show the golden temple, stop feeding hate towards our country. L man
Identity Attack0.2795294
Insult0.43158367
Profanity0.46460027
Threat0.022335978
Severe Toxicity0.16960317
Moderate 0.6020386 Moderate Con 0.471 Identity_Assertion
Feb 23, 2026 Inside Canada's Indian Invasion...
Yeah mad frustrating with the increase at times, Im all for more people coming over but don't fucking try to change it into the place you're trying to escape from? The Disrespect seeing them ignore …
Yeah mad frustrating with the increase at times, Im all for more people coming over but don't fucking try to change it into the place you're trying to escape from? The Disrespect seeing them ignore the anthem and the rudeness towards woman and children can be downright disgusting
Identity Attack0.10221587
Insult0.41530323
Profanity0.61633086
Threat0.012492486
Severe Toxicity0.12809667
Moderate 0.6020386 Constructive 0.667 Identity_Assertion
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
I live in Brampton. One small thing that bugs me is every year at Christmas time the grocery chain Sobey's does not respect this holiday. This woke crap company says "Holiday" and yet all year …
I live in Brampton. One small thing that bugs me is every year at Christmas time the grocery chain Sobey's does not respect this holiday. This woke crap company says "Holiday" and yet all year long put up signs in their stores about "Ed" and "Ramadan". They can't say the word "Christmas" !! Us white Canadians make this company what it is today, NOT these people from India. It's wrong. I really hate these woke companies. And thanks to these ignorant Indian people we are not allowed to do fire works on Canada Day because they had to ruin that for us as well by setting off fire works all the time at all hours of the night during their holidays. Fire works of any kind are now banned.
Identity Attack0.56445944
Insult0.57566804
Profanity0.41031027
Threat0.027170537
Severe Toxicity0.16960317
Moderate 0.6020386 Constructive 0.634 Identity Attack Insult
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Each time they dont have house/car sales, they call 10K immigrants and then again complian of Immigrants! Pathetic policies
Each time they dont have house/car sales, they call 10K immigrants and then again complian of Immigrants! Pathetic policies
Identity Attack0.3817989
Insult0.6306599
Profanity0.14666493
Threat0.00866054
Severe Toxicity0.019224197
Moderate 0.60152835 Low Con 0.223 Insult Policy_Critique
Jun 17, 2025 6 likes How Canada broke its immigration …
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class …
"Indians are dirty people." Not all but yes most. It's one of those things that sounds racist, but it's facts 70% of the time. But as the guy said. Canada mainly has the upper class Indians who are not dirty.
Identity Attack0.6007182
Insult0.5678696
Profanity0.22105443
Threat0.008492245
Severe Toxicity0.02604016
Moderate 0.5972042 Constructive 0.654 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Michelle Rempel Garner you are an embarrassment - Canada is NOT Trump land show some decorum and treat officials with respect. Some of your questions were ridiculous and simply for show. I worked as a …
Michelle Rempel Garner you are an embarrassment - Canada is NOT Trump land show some decorum and treat officials with respect. Some of your questions were ridiculous and simply for show. I worked as a Senior Advisor in 2 government departments and have been in Parliament many times. You can be an effective politician but don't act like a clown AND by the way I live in Alberta.
Identity Attack0.052490227
Insult0.66500133
Profanity0.10240069
Threat0.007832011
Severe Toxicity0.016706496
Moderate 0.5972042 Constructive 0.671 Insult Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
Keep trting. Rebel GARBAGE, Ezra still LIEING? He's been found LIBEL numerous times!
Keep trting. Rebel GARBAGE, Ezra still LIEING? He's been found LIBEL numerous times!
Identity Attack0.023595277
Insult0.6308392
Profanity0.21564959
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.5921536 Low Con 0.147 Insult
Nov 21, 2025 Thousands of refugees allowed into …
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. …
Trudeau and the clown show have destroyed this country in record time, the burden on all services has been crippling. Mass deportation? the only thing going on is a mass exodus of long time Canadians. Trudeau followed orders from the Globalist Cabal just as Biden did, doing nothing but increase the socialist vote count by giving away billions of dollars, while stripping down the middle class to the bone. Trudeau should be in jail for Trieason.
Identity Attack0.00051986845
Insult0.5499171
Profanity0.00073783944
Threat0.00022369283
Severe Toxicity0.000007756301
Moderate 0.5903044 Insult Policy_Critique
Apr 16, 2025
Its about damn time. Unchecked immigration was, is, and will always be a bad plan.
Its about damn time. Unchecked immigration was, is, and will always be a bad plan.
Identity Attack0.26833034
Insult0.39297962
Profanity0.5865656
Threat0.01254427
Severe Toxicity0.026936848
Moderate 0.5885171 Low Con 0.222 Policy_Critique
Feb 20, 2026 1 likes Canadian immigration officers investigating hundreds …
That’s why you study hard. Get a good education so you can always white flight away from this garbage till the end of times !
That’s why you study hard. Get a good education so you can always white flight away from this garbage till the end of times !
Identity Attack0.48915586
Insult0.56997263
Profanity0.30690086
Threat0.011327368
Severe Toxicity0.023505108
Moderate 0.5885171 Low Con 0.238 Insult Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
lets see if Mark Carney has the balls to kick them out of the country when their time is up
lets see if Mark Carney has the balls to kick them out of the country when their time is up
Identity Attack0.10221587
Insult0.40243408
Profanity0.44366163
Threat0.49483058
Severe Toxicity0.05025077
Moderate 0.5885171 Low Con 0.178
Jan 15, 2026 44 likes 2.9 million Canadian temporary visas …
When the Indian lady who’s been here some time started talking about not robbing liquor stores, I was expecting no you to edit in footage of the assholes openly robbing LCBO in the middle of …
When the Indian lady who’s been here some time started talking about not robbing liquor stores, I was expecting no you to edit in footage of the assholes openly robbing LCBO in the middle of the day, just walking away with $1000 of liquor (obviously from one area of the world) 😢
Identity Attack0.36702603
Insult0.5130944
Profanity0.5013569
Threat0.030278467
Severe Toxicity0.18232453
Moderate 0.5885171 Moderate Con 0.448 Insult Unverified_Claim
Sep 19, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
It's time to get rid of these clowns. They use every thing but don't contribute any thing.
It's time to get rid of these clowns. They use every thing but don't contribute any thing.
Identity Attack0.018269362
Insult0.6336687
Profanity0.11911256
Threat0.2836219
Severe Toxicity0.021031776
Moderate 0.5885171 Low Con 0.211 Insult Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up …
Tyler, They have had saber fights in the parking lot (iirc Sheridan College Davis campus). There's conflicts between hindus and sikhs every fucking diwali due to the khalistan bullshit. These indians love shooting fireworks up until 3am, and disturb all the folks trying to sleep, and terrorize dogs kept outside. Diwali has gotten so bad one year, the city had to issue air pollution warnings due to the amount of fireworks. They've also found out some time ago that there was a basement where they had 30+ different individuals living there, packed like a can of sardines. The sikhs are absolute ass at driving, and they run the trucking industry. Accidents everywhere. Brampton has developed a real bad name over the years. Absolute shit city.
Identity Attack0.55044734
Insult0.5130944
Profanity0.55356324
Threat0.28031203
Severe Toxicity0.34938923
Moderate 0.5885171 Constructive 0.595 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The 2 legged cockroaches!!! Time for an extermination!!
The 2 legged cockroaches!!! Time for an extermination!!
Identity Attack0.08087392
Insult0.5130944
Profanity0.29984993
Threat0.53875744
Severe Toxicity0.23226346
Moderate 0.5885171 Low Con 0.171 Insult Threat
Aug 27, 2025 Why Canadians Are Turning Against …
Muslim is a religion that prays in front of someone behind and kiss a black box and pretend to make love to it seriously not a religion all about control nothing else and they don …
Muslim is a religion that prays in front of someone behind and kiss a black box and pretend to make love to it seriously not a religion all about control nothing else and they don t want a mad canadians but they pushing us and our gouvernement did this on purpice because for them we are lab rat time to breack the cage canadians
Identity Attack0.5548181
Insult0.5130944
Profanity0.26628086
Threat0.13431145
Severe Toxicity0.16960317
Moderate 0.584095 Moderate Con 0.382 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Horrible!!! Why the hell are canadians re-electing the liberals all the time??? Do we want to disappear?
Horrible!!! Why the hell are canadians re-electing the liberals all the time??? Do we want to disappear?
Identity Attack0.36803186
Insult0.46173862
Profanity0.43554106
Threat0.04880493
Severe Toxicity0.059217658
Moderate 0.5779532 Low Con 0.239 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
If not ww3 soon, we will probably snap out of this idiotic fantasy world where everyone is equal, and everyone got the same rights.. Migrants should earn the right to vote though 3 generations of …
If not ww3 soon, we will probably snap out of this idiotic fantasy world where everyone is equal, and everyone got the same rights.. Migrants should earn the right to vote though 3 generations of elimination.. so if anyone if the family fucks up, they all have to go, and only their grandchildren get to vote, this will ensure they had time to assimilate, it will also function as a softcore eugenics program.. that's my solution, if not that then the pyre is always an option. I do not care for foreign interests, i do not care for our kind's suicidal empathic cult 😂
Identity Attack0.3817989
Insult0.54471385
Profanity0.473824
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.57271194 Moderate Con 0.397 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist …
Soon there will be garbage all throughout the street, rivers, lake and even more in the cities than there is already. It’s sad. Ignorant people with no civic duties in their culture. It’s not racist to notice patterns. If the shoe was on the other foot, Canadians would be laughed at and run out if we imposed our religion and moved in millions of people over a decade. Stole all the jobs, destroy industries with low cheap labour. Exactly what’s happening in Canada. Can’t even speak the damn language yet, we are racist for getting mad I have to repeat “large black coffee” 17 times just to get a Chai Tea with 5 sugars in it. Canada has gone to shit.
Identity Attack0.36702603
Insult0.5739874
Profanity0.39409557
Threat0.016292779
Severe Toxicity0.03321367
Moderate 0.57271194 Constructive 0.522 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, …
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, rude, and dirty. Would not go back.
Identity Attack0.5203519
Insult0.5739874
Profanity0.1067334
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.5721988 Constructive 0.538 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
It's about damn time Bramladesh gets exposed!
It's about damn time Bramladesh gets exposed!
Identity Attack0.12556632
Insult0.3393024
Profanity0.57488567
Threat0.046541955
Severe Toxicity0.02604016
Moderate 0.5721988 Low Con 0.267 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is so disgusting, the Liberals need jail time.
This is so disgusting, the Liberals need jail time.
Identity Attack0.27340925
Insult0.5678696
Profanity0.15371579
Threat0.17016006
Severe Toxicity0.023076924
Moderate 0.5716857 Low Con 0.194 Insult
Nov 21, 2025 2 likes Thousands of refugees allowed into …
In the meantime, my family and I are struggling to pay for the international tuition of a future surgeon and engineer, and our migration process has been delayed due to the actions of many fraudulent …
In the meantime, my family and I are struggling to pay for the international tuition of a future surgeon and engineer, and our migration process has been delayed due to the actions of many fraudulent individuals who have destroyed the entire system. At the same time, my taxes are funding all those lazy drug addicts on the streets. This is ridiculous.
Identity Attack0.09245483
Insult0.6261769
Profanity0.1352073
Threat0.010265815
Severe Toxicity0.015673593
Moderate 0.5716857 Constructive 0.52 Insult Personal_Narrative
Oct 11, 2025 IRCC Names India in Study …

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.