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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 #}

Comment Explorer

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Active: "I just came from there …" 649 comments · Page 1 of 26
Burn all of these fuckers!!! Filth!!! They leave the shithole that is India to move anywhere else, only to turn those places into the squalars from which they came!!!
Burn all of these fuckers!!! Filth!!! They leave the shithole that is India to move anywhere else, only to turn those places into the squalars from which they came!!!
Identity Attack0.6106996
Insult0.7782364
Profanity0.85672
Threat0.6943677
Severe Toxicity0.61476606
Toxic 0.9563754 Low Con 0.188 Identity Attack Insult Threat Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is so crazy, Canada is so fucked. I wish all the East Indians would fuck off back where they came from.
This is so crazy, Canada is so fucked. I wish all the East Indians would fuck off back where they came from.
Identity Attack0.79850346
Insult0.68668073
Profanity0.8949436
Threat0.09623027
Severe Toxicity0.50703704
Toxic 0.9391453 Moderate Con 0.316 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
go back to where u came from, yall are fucking our county
go back to where u came from, yall are fucking our county
Identity Attack0.46028158
Insult0.6308392
Profanity0.8186401
Threat0.044602267
Severe Toxicity0.45895407
Toxic 0.911035 Low Con 0.26 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
YOU SHOULDVE CAME TO WINDSOR ONTARIO IS GENUINELY THE WORST ITS SO DISGUSTING SEEING MY CITY GO TO SHIT
YOU SHOULDVE CAME TO WINDSOR ONTARIO IS GENUINELY THE WORST ITS SO DISGUSTING SEEING MY CITY GO TO SHIT
Identity Attack0.2795294
Insult0.58196646
Profanity0.8086746
Threat0.014048163
Severe Toxicity0.35368225
Toxic 0.90451443 Low Con 0.293 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
NO FUCKING WAY YOU CAME TO BRAMPTON AND I HAD NO IDEA
NO FUCKING WAY YOU CAME TO BRAMPTON AND I HAD NO IDEA
Identity Attack0.04538634
Insult0.43450394
Profanity0.87472564
Threat0.014220826
Severe Toxicity0.45293763
Toxic 0.89241093 Low Con 0.253 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Holy crap you came to Canada!! Hahaha. We are fucking sick of all the drug dealers and shit in our small native town of Inuvik bro. Coming from an inuit living in the Northwest Territories!
Holy crap you came to Canada!! Hahaha. We are fucking sick of all the drug dealers and shit in our small native town of Inuvik bro. Coming from an inuit living in the Northwest Territories!
Identity Attack0.49855098
Insult0.6407567
Profanity0.79449326
Threat0.0138755
Severe Toxicity0.38274905
Toxic 0.85333383 Moderate Con 0.475 Insult Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Why do you think you’re one of us? You aren’t “one of the good ones” you’re dirty immigrant family will go back to whatever shithole you came from alongside the rest of them playing wannabe …
Why do you think you’re one of us? You aren’t “one of the good ones” you’re dirty immigrant family will go back to whatever shithole you came from alongside the rest of them playing wannabe white guy isn’t going to save you dumbass
Identity Attack0.6227552
Insult0.7804726
Profanity0.6672561
Threat0.064645745
Severe Toxicity0.45895407
Toxic 0.85173553 Low Con 0.173 Identity Attack Insult Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
you guys came over canada and usa dont wanna work and are genuinely idiots. You are savages who left their old goda and your mama opened up her legs for jesus christ
you guys came over canada and usa dont wanna work and are genuinely idiots. You are savages who left their old goda and your mama opened up her legs for jesus christ
Identity Attack0.46028158
Insult0.802824
Profanity0.44431314
Threat0.017846745
Severe Toxicity0.30763787
Toxic 0.8364697 Low Con 0.195 Insult Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! …
Shoot all illegals! No matter what! If you cross a border illegally to come to North America you are fair game. I agree with the lady that said the influx of illegal foreigners is RETARDED! Stop coming here! You are NOT WELCOME HERE!!!!!!!! Go back to where you came from.
Identity Attack0.6682205
Insult0.6109131
Profanity0.36902615
Threat0.6943677
Severe Toxicity0.45895407
Toxic 0.83334327 Moderate Con 0.35 Identity Attack Insult Threat Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
indian student who came to study on thse stupid colleges are mostly frauds
indian student who came to study on thse stupid colleges are mostly frauds
Identity Attack0.6649212
Insult0.72868866
Profanity0.4756165
Threat0.012751401
Severe Toxicity0.25624833
Toxic 0.83334327 Low Con 0.208 Identity Attack Insult
Sep 28, 2025 IRCC Names India in Study …
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him …
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him are the reason stereotyping and generalization still exists. even if a smart guy came from Africa tomorrow, these people will still discriminate against him because of "his" background. absolutely retarded. these uneducated poor illiterate pigs who has failed in their lives are now hating on immigration to feel good about themselves. f*ck these racist dude, and all the idiots supporting him thinking it's funny and cool.
Identity Attack0.41975367
Insult0.7967344
Profanity0.5381406
Threat0.049774777
Severe Toxicity0.44787344
Toxic 0.8299589 Moderate Con 0.419 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These Indian people are the worst type of people in the world. I don’t care what you say. We have to deport every Indian in this country, including America and Canada. They don’t belong here …
These Indian people are the worst type of people in the world. I don’t care what you say. We have to deport every Indian in this country, including America and Canada. They don’t belong here and they need to go back where they came from. Nobody really likes them. They are the dirtiest people on the Earth. They really are the dirtiest people on earth like you can’t even argue with it. They’re disgusting.
Identity Attack0.7895903
Insult0.6991143
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.44713756
Toxic 0.8252207 Moderate Con 0.332 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
It is normal be against immigrant because is ONLY shi... ILLEGALS came to suck the system
It is normal be against immigrant because is ONLY shi... ILLEGALS came to suck the system
Identity Attack0.58743036
Insult0.6308392
Profanity0.6643082
Threat0.012854968
Severe Toxicity0.3536391
Toxic 0.8115627 Low Con 0.22 Identity Attack Insult Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
13:39 if the town growing fast and changing the cultural and demographic fabric to the country you escaped from is a good thing then you can fuck off back to where you came from if …
13:39 if the town growing fast and changing the cultural and demographic fabric to the country you escaped from is a good thing then you can fuck off back to where you came from if it’s so great.
Identity Attack0.18705739
Insult0.4962726
Profanity0.70864636
Threat0.060119797
Severe Toxicity0.35368225
Toxic 0.78207105 Moderate Con 0.334 Fear_Threat
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
All these Indians that moved in recently ruined things for all Indians that came before. I was born and raised in Canada and only started dealing with racism recently. It's fucked.
All these Indians that moved in recently ruined things for all Indians that came before. I was born and raised in Canada and only started dealing with racism recently. It's fucked.
Identity Attack0.6007182
Insult0.5130944
Profanity0.70864636
Threat0.018364733
Severe Toxicity0.26195827
Toxic 0.7761081 Constructive 0.548 Identity Attack Insult Personal_Narrative
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take your Sharia laws and F off! Go back to where you came from! The government sucks and instead of a melting pot, Canada is a cesspool. I'm sick of immigrants who want Canadians to change for them, because it's not like their country. The solution is DEPORTATION!
Identity Attack0.61901736
Insult0.66500133
Profanity0.57236236
Threat0.06238277
Severe Toxicity0.35368225
Toxic 0.7701451 Moderate Con 0.358 Identity Attack Insult Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Thats a wrong way to put in “country is shit hole”. Once you all came from shit hole too and killed millions of natives, at least Indians are not doing that with you. History repeats…
Identity Attack0.50917345
Insult0.5739874
Profanity0.759977
Threat0.26455072
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.31 Identity Attack Insult Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
This was never a white country. It was brown natives first. Then the jews came and raped and murdered them and brought different cultures here to fight each other so they can keep control. Use …
This was never a white country. It was brown natives first. Then the jews came and raped and murdered them and brought different cultures here to fight each other so they can keep control. Use your brains dumbass goy.
Identity Attack0.6458014
Insult0.66500133
Profanity0.55356324
Threat0.34876925
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.175 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and …
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and don’t mess with our life here. remeber whites also came from abroad including you or your ancestors
Identity Attack0.55044734
Insult0.5678696
Profanity0.6001929
Threat0.05236103
Severe Toxicity0.35368225
Toxic 0.76197964 Moderate Con 0.437 Identity Attack Insult Moral_Argument
Jan 30, 2026 2 likes Inside Canada's Indian Invasion...
Did Florida Mall get him the f*** out of here dude now take the Punjab Express rate f****** back where you came from b****
Did Florida Mall get him the f*** out of here dude now take the Punjab Express rate f****** back where you came from b****
Identity Attack0.2816105
Insult0.6149945
Profanity0.70864636
Threat0.047835086
Severe Toxicity0.44969136
Toxic 0.7570315 Low Con 0.25 Insult Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last …
I came here 5 years ago and every year since then it's gotten worse. The government stewed the country. I was working for GFL as a drivermaking $29/hr and they fired me on the last day of my probation, then call me back a month after trying to pay me $21/hr now its mostly Asians working now. Shit is crazy the Libs are fucking us without lube.
Identity Attack0.46028158
Insult0.5101222
Profanity0.7673477
Threat0.021300001
Severe Toxicity0.20067264
Toxic 0.75208336 Constructive 0.504 Insult Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
"I came from India" No shit bro
"I came from India" No shit bro
Identity Attack0.2964622
Insult0.34203702
Profanity0.8326356
Threat0.009126588
Severe Toxicity0.16960317
Toxic 0.7510937 Moderate Con 0.361 Humor_Satire
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
First, the British came to rule over our India. Now that we are coming, your asses are on fire.
First, the British came to rule over our India. Now that we are coming, your asses are on fire.
Identity Attack0.29188538
Insult0.50440645
Profanity0.6242122
Threat0.33294448
Severe Toxicity0.16960317
Toxic 0.74954444 Low Con 0.186 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
this is so stupid. did the british assimilate to native or french canadian culture when they came to Canada?
this is so stupid. did the british assimilate to native or french canadian culture when they came to Canada?
Identity Attack0.2877625
Insult0.68668073
Profanity0.36230123
Threat0.00780612
Severe Toxicity0.02416241
Toxic 0.73663366 Low Con 0.237 Insult Comparative_Framing
Mar 2, 2026 Inside Canada's Indian Invasion...
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 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.