Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Its not the people who …" 4,268 comments · Page 20 of 171
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts …
WTF work permit holders are not working in Canada rather working in Middle East. They r rotating their families out of Canada to make it appear that they all live in Canada. Get this butts out of there. Dodgy people they will corrupt this gorgeous country. I know few of them and have e posed them to the immigration too. Where is the bloody immigration now
Identity Attack0.41975367
Insult0.5393265
Profanity0.48510036
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.60254884 Moderate Con 0.458 Insult Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Indians are the most racist People on earth, they discriminate against their own Indians based on caste.
Identity Attack0.6413409
Insult0.46923602
Profanity0.2600683
Threat0.05236103
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.22 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? …
buncha racist people. "It took me a year to get a visa" and "Now they just jump the border and file for asylum". are these guys so shit at math that they don't understand statistics? do they genuinely think all immigrants from india are asylum seekers and nobody comes via visa, like are they that idiotic? do you see how these ppl immediately seek some kind of high ground? its disgusting to me Indian people probably do bring a 100 problems with them, I won't argue on this. But then its the job of the ppl of the country to pressure their government to stop immigration by changing the immigration policy. There's no point in directing your racist resentment at a group of people for just following whats legally allowed
Identity Attack0.5135796
Insult0.57566804
Profanity0.4756165
Threat0.07323132
Severe Toxicity0.16960317
Moderate 0.60254884 Constructive 0.612 Identity Attack Insult
Nov 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indian Hindu people are destroying Christian Countries, next Canada.✍🏻😎🇮🇱🇺🇸🇬🇧
Indian Hindu people are destroying Christian Countries, next Canada.✍🏻😎🇮🇱🇺🇸🇬🇧
Identity Attack0.6682205
Insult0.36939126
Profanity0.12727508
Threat0.19862294
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.216 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and …
I'm an Indian, and give these white people there beloved" tim hortons" back you guys! Damn. the racial profiling in this video is crazy "good white", "generally a dirty race". I'm currently in edmonton and the number of "white" people with piss in their pants i've seen is crazy . Stop racially profiling people it's never fun when it's done pointing at you, just so you know.
Identity Attack0.5502601
Insult0.48675314
Profanity0.5249258
Threat0.04233929
Severe Toxicity0.19761463
Moderate 0.60254884 Constructive 0.502 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Shame on all you "Canadians" in the comments. Real Canadians do not claim you racists. Disgusting video spreading misinfo, and hate. people like you are worsening the hate and racism in this country. "The greatest …
Shame on all you "Canadians" in the comments. Real Canadians do not claim you racists. Disgusting video spreading misinfo, and hate. people like you are worsening the hate and racism in this country. "The greatest illusion of this world is the illusion of separation. Things you think are separate and different are actually one and the same. We are all one people. but live as if divided." Again shame on all you blatant racists and bigots in the comments!!
Identity Attack0.48915586
Insult0.6120431
Profanity0.091633186
Threat0.010343489
Severe Toxicity0.023927659
Moderate 0.60254884 Moderate Con 0.428 Insult Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move …
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move somewhere else sure America has its problems but compared to anywhere else we have it amazing not saying it couldnt improve but i damn sure wouldnt wanna live no where else and nether do these ppl tht talk shit cuz they dont leave cuz if they did they would find out how good we have it in America and how blessed we are to be Americans
Identity Attack0.48949075
Insult0.46625584
Profanity0.57236236
Threat0.060119797
Severe Toxicity0.232236
Moderate 0.6020386 Constructive 0.561 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Shame on indian people
Shame on indian people
Identity Attack0.6458014
Insult0.4339631
Profanity0.26631543
Threat0.050744623
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.275 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That statue of that beast humanoid God standing there is disgusting. That shouldn't be allowed. Wtf is that thing. Praying and paying homage to some creature is weird. These people are not Canadian
That statue of that beast humanoid God standing there is disgusting. That shouldn't be allowed. Wtf is that thing. Praying and paying homage to some creature is weird. These people are not Canadian
Identity Attack0.39207554
Insult0.54471385
Profanity0.45028755
Threat0.0138755
Severe Toxicity0.15179962
Moderate 0.6020386 Low Con 0.29 Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Give indigenous people back to their land, and all whites and black African Asian will go back to their original country 😂😂😂
Give indigenous people back to their land, and all whites and black African Asian will go back to their original country 😂😂😂
Identity Attack0.6649212
Insult0.39743927
Profanity0.2317999
Threat0.13228847
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.118 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
All the Good White people moved out 😂😂😂 and now we just have the poor white trash left over. That guy must be the litmus tester for the races 🤣 🤣 🤣
All the Good White people moved out 😂😂😂 and now we just have the poor white trash left over. That guy must be the litmus tester for the races 🤣 🤣 🤣
Identity Attack0.6007182
Insult0.5130944
Profanity0.35094926
Threat0.04686524
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.216 Identity Attack Insult Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
We may live in the same world but if the majority wont hire or house the minority it's war. Fucking war or not war, Pick which you people want.
We may live in the same world but if the majority wont hire or house the minority it's war. Fucking war or not war, Pick which you people want.
Identity Attack0.055673428
Insult0.25602314
Profanity0.70864636
Threat0.06690872
Severe Toxicity0.038593806
Moderate 0.60152835 Low Con 0.29 Fear_Threat
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Another banger racist video! Tylers hate for any race but white people has no bounds!
Another banger racist video! Tylers hate for any race but white people has no bounds!
Identity Attack0.58354634
Insult0.4534306
Profanity0.1654338
Threat0.015774792
Severe Toxicity0.024772761
Moderate 0.60152835 Low Con 0.217 Identity Attack Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
to all the brown people coming to canada please go home and don’t come back
to all the brown people coming to canada please go home and don’t come back
Identity Attack0.6649212
Insult0.40243408
Profanity0.16403814
Threat0.07629784
Severe Toxicity0.16960317
Moderate 0.60152835 Low Con 0.286 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
I agree indian should return to India and white people should return back to Europe and leave the land back to native
I agree indian should return to India and white people should return back to Europe and leave the land back to native
Identity Attack0.6649212
Insult0.40243408
Profanity0.22792831
Threat0.1368402
Severe Toxicity0.2281948
Moderate 0.60152835 Low Con 0.257 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
when you " hate " other group of people because of their ethnicity and you thinkALL they are different from the " good white " you know you were indoctrinated to be a racist and …
when you " hate " other group of people because of their ethnicity and you thinkALL they are different from the " good white " you know you were indoctrinated to be a racist and to be racist you gotta be a woefully ignorant.
Identity Attack0.44690517
Insult0.6261769
Profanity0.19278693
Threat0.009618527
Severe Toxicity0.023076924
Moderate 0.60152835 Low Con 0.232 Insult Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Indians are the world top law violators in the world, they violate every country laws. Involved in all kind of scams, fraud, fake IT degrees stealing people jobs
Identity Attack0.61901736
Insult0.48675314
Profanity0.2761231
Threat0.06690872
Severe Toxicity0.23226003
Moderate 0.60152835 Low Con 0.262 Identity Attack Unverified_Claim
Jan 29, 2026 4 likes Inside Canada's Indian Invasion...
White people claiming to be "Christian" but wanted to gatekeep their standard of living from poor people are going to hell. PeriodT.
White people claiming to be "Christian" but wanted to gatekeep their standard of living from poor people are going to hell. PeriodT.
Identity Attack0.58354634
Insult0.4339631
Profanity0.39409557
Threat0.14485972
Severe Toxicity0.16960317
Moderate 0.60152835 Low Con 0.271 Identity Attack Moral_Argument
Feb 14, 2026 Inside Canada's Indian Invasion...
in my city in the USA, i cant even open the windows in my house to get some fresh air cause the entire street smells SO bad from the food they cook. that odor sticks …
in my city in the USA, i cant even open the windows in my house to get some fresh air cause the entire street smells SO bad from the food they cook. that odor sticks to EVERYTHING. im in a house not an apartment! i literally have to do a smell check before i open the windows in my own freaking house because of these people. i live around bengalis but they are literally the same thing just bengalis are muslims. the odor is unbearable in my neighborhood man smh.
Identity Attack0.57150364
Insult0.47787863
Profanity0.5188411
Threat0.022163315
Severe Toxicity0.2322463
Moderate 0.60152835 Constructive 0.557 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
CONSIDER ME THE KKK THEN BECAUSE I DONT WANT THESE PARASITES IN AMERICA THEY ARE NOT WELCOME AND I AM GLAD MORE AND MORE PEOPLE ARE STARTING TO FEEL THE SAME WAY I DO!..I DONT …
CONSIDER ME THE KKK THEN BECAUSE I DONT WANT THESE PARASITES IN AMERICA THEY ARE NOT WELCOME AND I AM GLAD MORE AND MORE PEOPLE ARE STARTING TO FEEL THE SAME WAY I DO!..I DONT WANT TO END UP LIKE THE UK OR CANADA I AM SO THANKFUL THAT WE HAVE A PRESIDENT WHO FEELS THE SAME WAY ALSO AND THE WAY HE'S SETTING US UP FOR THE NEXT PRESIDENT TO CARRY OUT HIS PLANS SO WE CAN KEEP AMERICA TRADITIONAL!❤
Identity Attack0.46028158
Insult0.5678696
Profanity0.2963245
Threat0.09929679
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.493 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India has 1.4+ billion people — more than all of Europe combined. Migration pressure is global. Blaming Indians is lazy. Blame a stupid government, led by Justin Trudeau, that ignored planning, housing, and wages — …
India has 1.4+ billion people — more than all of Europe combined. Migration pressure is global. Blaming Indians is lazy. Blame a stupid government, led by Justin Trudeau, that ignored planning, housing, and wages — and learned nothing from Europe’s mistakes.
Identity Attack0.44690517
Insult0.6308392
Profanity0.2268346
Threat0.0104988385
Severe Toxicity0.023076924
Moderate 0.5972042 Moderate Con 0.383 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wow the white people in Brampton seem awfully racist.
Wow the white people in Brampton seem awfully racist.
Identity Attack0.61901736
Insult0.48675314
Profanity0.20700185
Threat0.009799767
Severe Toxicity0.027833538
Moderate 0.5972042 Low Con 0.212 Identity Attack
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations …
This man is spewing absolute nonsense. “Rape is not against their culture” whose culture? Africa is a continent with 54 countries and well over 3,000 ethnic groups and tribes. Most, if not all, African nations have legal penalties for rape. Africans are “stupid” and “can’t keep a job at McDonald’s”? But somehow Nigerians are some of the smartest, most accomplished people I’ve met in my life. The ones I know are doctors, lawyers, engineers, work in tech, living in mansions and driving cars this miserable white trash of a man would only dream of. The irony of someone with such a limited worldview calling other people “low IQ” is wild. Education isn’t just about what you think you know, it’s knowing when you’re completely out of your depth. Instead of blaming entire populations for why you think they’re beneath you, maybe ask yourself why tearing others down is the only way you know how to feel superior.
Identity Attack0.48990932
Insult0.57787937
Profanity0.33453682
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.478 Insult Moral_Argument
Jan 27, 2026 3 likes 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.