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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

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.

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Active: "Most Canadians are not against …" 3,707 comments · Page 6 of 149
India is a crap hole. They are a pagan society that is the reason why that country is in that current situation. Yet they refuse to change their ways when they enter other countries. Good …
India is a crap hole. They are a pagan society that is the reason why that country is in that current situation. Yet they refuse to change their ways when they enter other countries. Good luck Canadians
Identity Attack0.6458014
Insult0.65129566
Profanity0.5013569
Threat0.011146127
Severe Toxicity0.2322566
Toxic 0.7308154 Moderate Con 0.339 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That white trash Canadian is a treasure
That white trash Canadian is a treasure
Identity Attack0.6649212
Insult0.6500014
Profanity0.3290656
Threat0.009126588
Severe Toxicity0.18232453
Toxic 0.7308154 Low Con 0.242 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You dumb whyte Canadians thought that you were gonna play replace black Canadians in the workplace with punjabi, how did that work out for you guys😂
You dumb whyte Canadians thought that you were gonna play replace black Canadians in the workplace with punjabi, how did that work out for you guys😂
Identity Attack0.6649212
Insult0.6677319
Profanity0.36230123
Threat0.012130005
Severe Toxicity0.21596274
Toxic 0.7308154 Low Con 0.218 Identity Attack Insult
Jun 18, 2025 How Canada broke its immigration …
It looks like a bunch of followers of this rebel news channel are some of the dumbest Canadians who just say stuff they don’t know or have evidence at all. Also these reporters are just …
It looks like a bunch of followers of this rebel news channel are some of the dumbest Canadians who just say stuff they don’t know or have evidence at all. Also these reporters are just garbage who are here to spread hate and conservatism.
Identity Attack0.48915586
Insult0.7344449
Profanity0.24341469
Threat0.009048914
Severe Toxicity0.035007052
Toxic 0.7252971 Low Con 0.211 Insult
Nov 21, 2025 Thousands of refugees allowed into …
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably …
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably any other province or city you got homeless white canadian's smoking phentanyl. I hope that's not canadian culture. Blame your system and not only immigrants. A lot of people from outside are the reasons you guys are surviving today, infact 90% of your country's economy based on immigration. Canada only has false hopes, joblessness and homelessness for everybody because the government has completely failed and is only running sham schemes to fill their pockets.
Identity Attack0.55011386
Insult0.6051471
Profanity0.64657205
Threat0.045572113
Severe Toxicity0.3532795
Toxic 0.7252971 Constructive 0.524 Identity Attack Insult Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
If immigrants don't like Canada...hey go back to where you came from! adapt to Canadians way of life ot get the F**K out of here.
If immigrants don't like Canada...hey go back to where you came from! adapt to Canadians way of life ot get the F**K out of here.
Identity Attack0.5504064
Insult0.54471385
Profanity0.5865656
Threat0.03649433
Severe Toxicity0.2322566
Toxic 0.7252971 Low Con 0.213 Identity Attack Insult
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
Why are they worshipping canadian river or lake...it is not Ganga or Yamuna river...that is funny and embarrassing...educated idiots...i am a punjabi immigrant but that is idiotic..it should not be allowed and they should be …
Why are they worshipping canadian river or lake...it is not Ganga or Yamuna river...that is funny and embarrassing...educated idiots...i am a punjabi immigrant but that is idiotic..it should not be allowed and they should be fined for doing that..but oh wait it is against Canadian values where criminals can come to your home and victim gets charged for protecting his/her family
Identity Attack0.3817989
Insult0.75027496
Profanity0.2963245
Threat0.013321015
Severe Toxicity0.05742428
Toxic 0.7252971 Moderate Con 0.487 Insult Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
As a Canadian, what I've noticed the most is that they're very arrogant, very ignorant people. Its very strange coming from a group so ugly, and smelly tbh...
As a Canadian, what I've noticed the most is that they're very arrogant, very ignorant people. Its very strange coming from a group so ugly, and smelly tbh...
Identity Attack0.40883094
Insult0.7418356
Profanity0.22693542
Threat0.008129764
Severe Toxicity0.02430326
Toxic 0.72028047 Moderate Con 0.473 Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian, man this is super racist. People are people, f*** off with this.
As a Canadian, man this is super racist. People are people, f*** off with this.
Identity Attack0.37152436
Insult0.5145894
Profanity0.6528205
Threat0.026652548
Severe Toxicity0.16960317
Toxic 0.72028047 Moderate Con 0.374 Insult Moral_Argument
Feb 26, 2026 3 likes Inside Canada's Indian Invasion...
No you won’t be talking shit about us canadian no bye
No you won’t be talking shit about us canadian no bye
Identity Attack0.23542951
Insult0.44802538
Profanity0.6672561
Threat0.010913103
Severe Toxicity0.16960317
Toxic 0.72028047 Low Con 0.264
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
We have indi.ans workers in tim hortons in canada here. They have offered 30k 17 year old canadian girls to marry for PR. These aninals are pigs
We have indi.ans workers in tim hortons in canada here. They have offered 30k 17 year old canadian girls to marry for PR. These aninals are pigs
Identity Attack0.53446084
Insult0.71120167
Profanity0.3351773
Threat0.013165667
Severe Toxicity0.16960317
Toxic 0.718943 Moderate Con 0.351 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Of course Canadians are pig sick of our country being infested by Asians, Arabs and Africans who have overburdened our health services, our housing and made it all but impossible for young white Canadians to …
Of course Canadians are pig sick of our country being infested by Asians, Arabs and Africans who have overburdened our health services, our housing and made it all but impossible for young white Canadians to take the first step on the employment ladder or get enrolled in community colleges. The immigration file has been a complete shitshow under the Liberals.
Identity Attack0.6649212
Insult0.66500133
Profanity0.44431314
Threat0.012958534
Severe Toxicity0.23225316
Toxic 0.718943 Moderate Con 0.4 Identity Attack Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Canadians are to soft thats why they are elbows down ass up!.
Canadians are to soft thats why they are elbows down ass up!.
Identity Attack0.49032792
Insult0.5678696
Profanity0.541926
Threat0.030969119
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.2 Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
"what do Canadian natives think" .... proceeds to interview retarded white people
"what do Canadian natives think" .... proceeds to interview retarded white people
Identity Attack0.7115778
Insult0.6407567
Profanity0.352205
Threat0.013579931
Severe Toxicity0.17926651
Toxic 0.71760553 Low Con 0.246 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
Identity Attack0.60238177
Insult0.68668073
Profanity0.33376193
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.71760553 Moderate Con 0.428 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your Government to screw you, destroy Canada, and make Canada the national joke on the World stage. Talk about a lesson in self destruction, just look at the people you interview, they are all weak, Liberal pushovers. And now in pure Canadian tradition, they whine and complain.
Identity Attack0.5135796
Insult0.71120167
Profanity0.39026237
Threat0.030278467
Severe Toxicity0.16960317
Toxic 0.71760553 Moderate Con 0.301 Identity Attack Insult Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am senior, I have figured out a way to stop paying income tax, so I don't care what they spend your tax dollars on, Canadians are a bunch of fools!! And you voted for …
I am senior, I have figured out a way to stop paying income tax, so I don't care what they spend your tax dollars on, Canadians are a bunch of fools!! And you voted for Trudope, serves you right!!
Identity Attack0.5135796
Insult0.7218519
Profanity0.21132572
Threat0.009592636
Severe Toxicity0.024866661
Toxic 0.71760553 Moderate Con 0.398 Identity Attack Insult
May 8, 2018 How much do refugees and …
Trust me, Canadians are getting sick of this shit. I moved over an hour away from Brampton and even rural towns are getting taken over with indians. Something bigger at play causing this.
Trust me, Canadians are getting sick of this shit. I moved over an hour away from Brampton and even rural towns are getting taken over with indians. Something bigger at play causing this.
Identity Attack0.5135796
Insult0.5130944
Profanity0.70384485
Threat0.014738814
Severe Toxicity0.16960317
Toxic 0.71760553 Constructive 0.572 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Every other country is fighting back. Canadians do a whole lot of complaining with no action to back it up. Canadians need to stop being PUSSIES and do something about this
Every other country is fighting back. Canadians do a whole lot of complaining with no action to back it up. Canadians need to stop being PUSSIES and do something about this
Identity Attack0.44690517
Insult0.6308392
Profanity0.541926
Threat0.009825659
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.263 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
Thanks for bringing this issue to the forefront. Canadians are sick of these criminals, extortionist, scammers, incompetent cockroaches from the third world.
Thanks for bringing this issue to the forefront. Canadians are sick of these criminals, extortionist, scammers, incompetent cockroaches from the third world.
Identity Attack0.55044734
Insult0.71027446
Profanity0.24341469
Threat0.012181788
Severe Toxicity0.16960317
Toxic 0.7105462 Moderate Con 0.413 Identity Attack Insult Fear_Threat
Feb 13, 2026 Inside Canada's Indian Invasion...
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic …
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic Whiny Losers!
Identity Attack0.4139151
Insult0.72756535
Profanity0.19032755
Threat0.009540852
Severe Toxicity0.02439716
Toxic 0.7105462 Low Con 0.186 Insult Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada forces its soliders to pay for their own gear. It's bullshit !!!!!!!!! They have to go !!!! Cansda is fed up and when you push canadians too far, they WILL fight back, i know …
Canada forces its soliders to pay for their own gear. It's bullshit !!!!!!!!! They have to go !!!! Cansda is fed up and when you push canadians too far, they WILL fight back, i know that for a fact !!!
Identity Attack0.28034934
Insult0.5130944
Profanity0.6242122
Threat0.061736204
Severe Toxicity0.19149859
Toxic 0.7105462 Moderate Con 0.356 Insult Call_To_Action
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canadians are not against immigrants; we are just against the parasite, scammer and stinky kind.
Canadians are not against immigrants; we are just against the parasite, scammer and stinky kind.
Identity Attack0.38826546
Insult0.72868866
Profanity0.21673056
Threat0.009825659
Severe Toxicity0.024725812
Toxic 0.7105462 Moderate Con 0.323 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
Enough of this crap! Canadians we have to take our country back. Common Sense and Christian values have to come first again. If that is racist then so be it!
Identity Attack0.44690517
Insult0.58196646
Profanity0.5365423
Threat0.013010317
Severe Toxicity0.10702737
Moderate 0.6989911 Moderate Con 0.348 Insult Call_To_Action
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
Identity Attack0.47178617
Insult0.71120167
Profanity0.12220735
Threat0.0091524795
Severe Toxicity0.027833538
Moderate 0.6989911 Low Con 0.193 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …

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.