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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

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

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30,738 comments · Page 124 of 1230
The guy on the bike that the losers in the comment section said should be the PM for Canada is a white inferiorist who knows nothing of history. And it’s unbeknownst to him that the …
The guy on the bike that the losers in the comment section said should be the PM for Canada is a white inferiorist who knows nothing of history. And it’s unbeknownst to him that the IQ for the average white man today is much less than the IQ of the average white man say in the 1950s but wants to talk about the IQ of black people in Africa. And he says that he’s a racist but hes also a broke loser thats why he’s in the state that he’s in. The fact that you have a bunch of low IQ people in the comments butt hurt about the immigration saying that the guy on the bike should be the PM of Canada tells me what I need to know about them as well.
Identity Attack0.5135796
Insult0.6306599
Profanity0.17055123
Threat0.012285355
Severe Toxicity0.024866661
Moderate 0.5972042 Moderate Con 0.306 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Not me being offended on behalf of africains when i well damn absolutely refused to go visit my mother's homeland😅😂
Not me being offended on behalf of africains when i well damn absolutely refused to go visit my mother's homeland😅😂
Identity Attack0.53446084
Insult0.3682569
Profanity0.5188411
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.5972042 Constructive 0.506 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Catapult all Indians into the Hudson Bay
Catapult all Indians into the Hudson Bay
Identity Attack0.6320481
Insult0.344702
Profanity0.25367188
Threat0.54744303
Severe Toxicity0.36435235
Moderate 0.5972042 Low Con 0.261 Identity Attack Threat Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian here. Thanks for doing this video. I thought I was loosing my mind in the last 5 years when all of a sudden all you see is Indian people everywhere….its insane. I hope we …
Canadian here. Thanks for doing this video. I thought I was loosing my mind in the last 5 years when all of a sudden all you see is Indian people everywhere….its insane. I hope we get to revert this or we are way beyond f****d
Identity Attack0.5108175
Insult0.47273466
Profanity0.541926
Threat0.025271246
Severe Toxicity0.16960317
Moderate 0.5972042 Constructive 0.544 Identity Attack Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The guy with the bike is a real racist ❤❤❤❤
The guy with the bike is a real racist ❤❤❤❤
Identity Attack0.43896464
Insult0.46923602
Profanity0.22612886
Threat0.021645326
Severe Toxicity0.05025077
Moderate 0.5972042 Low Con 0.3 Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Invasion...
13:35…make NO mistake, majority of Taiwanese folks would NOT even consider immigrate to this damn place. I don’t know where you got your stats from, but you’re very wrong in your opinion.
13:35…make NO mistake, majority of Taiwanese folks would NOT even consider immigrate to this damn place. I don’t know where you got your stats from, but you’re very wrong in your opinion.
Identity Attack0.32768643
Insult0.44126466
Profanity0.57236236
Threat0.0104988385
Severe Toxicity0.05832097
Moderate 0.5972042 Constructive 0.509
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
Don't allow Pagan statues to go up in your Western Countries. That's EXACTLY why the Countries these foreigners are fleeing from are complete crap. GOD WILL NOT BE MOCKED. Contact your local Politicians and demand …
Don't allow Pagan statues to go up in your Western Countries. That's EXACTLY why the Countries these foreigners are fleeing from are complete crap. GOD WILL NOT BE MOCKED. Contact your local Politicians and demand they take these abominable things down.
Identity Attack0.3817989
Insult0.5678696
Profanity0.4131548
Threat0.014220826
Severe Toxicity0.032316983
Moderate 0.5972042 Moderate Con 0.312 Insult Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Identity Attack0.6458014
Insult0.5015486
Profanity0.0838743
Threat0.009411395
Severe Toxicity0.031420294
Moderate 0.5972042 Moderate Con 0.318 Identity Attack Insult Identity_Assertion
Dec 25, 2025 Why Canadians Are Turning Against …
Canada is being ruined and attacked from all sides. Good exposé. Indian food ain't worth the cost. Nor this invasion. Retarded indeed.
Canada is being ruined and attacked from all sides. Good exposé. Indian food ain't worth the cost. Nor this invasion. Retarded indeed.
Identity Attack0.5039629
Insult0.58196646
Profanity0.26189584
Threat0.032005094
Severe Toxicity0.02491361
Moderate 0.5972042 Low Con 0.248 Identity Attack Insult Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but when Trudeau came to power he changed the rules knowing what the out come would be to fill his own pockets all the while he knew these changes would destroy Canada. Trudeau you sir are the most selfish ignorant person I know ! Thanks for stealing my country away as we knew it !
Identity Attack0.14019285
Insult0.65129566
Profanity0.059948977
Threat0.0100069
Severe Toxicity0.018126737
Moderate 0.5972042 Moderate Con 0.415 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
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...
Quién invado América nativa ocupada de los judíos sionista masónica 👹 y los ingleses qué ahora quieren invadir todo mundo 😂😂😂😂
Quién invado América nativa ocupada de los judíos sionista masónica 👹 y los ingleses qué ahora quieren invadir todo mundo 😂😂😂😂
Identity Attack0.61901736
Insult0.54471385
Profanity0.22592722
Threat0.057856824
Severe Toxicity0.49295026
Moderate 0.5972042 Low Con 0.19 Identity Attack Insult Unverified_Claim
Feb 13, 2026 Inside Canada's Indian Invasion...
Deport The Sh*tters!
Deport The Sh*tters!
Identity Attack0.29951343
Insult0.5130944
Profanity0.5188411
Threat0.24484909
Severe Toxicity0.16960317
Moderate 0.5972042 Low Con 0.137 Insult Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
The bike guy probably just pissed his boss black😂😂its 2026 everyone is learned
The bike guy probably just pissed his boss black😂😂its 2026 everyone is learned
Identity Attack0.4911651
Insult0.45758462
Profanity0.41503602
Threat0.06626215
Severe Toxicity0.16960317
Moderate 0.5972042 Low Con 0.168 Humor_Satire
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
SHE NEED TO BE FIRED WITH SEAN FRASER AND MARK MILLER THEY HAVE DESTROYED THE IMMIGRATION AND THEY ARE SO INCOMPETENT
SHE NEED TO BE FIRED WITH SEAN FRASER AND MARK MILLER THEY HAVE DESTROYED THE IMMIGRATION AND THEY ARE SO INCOMPETENT
Identity Attack0.17303948
Insult0.5678696
Profanity0.14842765
Threat0.13616586
Severe Toxicity0.02420936
Moderate 0.5972042 Low Con 0.239 Insult Call_To_Action
Feb 26, 2026 36 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I feel like this should be punishable by imprisonment to talk about like how is our government both so great and so bad at being authoritarian and shitty, it literally cant do anything competently.
I feel like this should be punishable by imprisonment to talk about like how is our government both so great and so bad at being authoritarian and shitty, it literally cant do anything competently.
Identity Attack0.09328204
Insult0.46173862
Profanity0.6321197
Threat0.053654157
Severe Toxicity0.03321367
Moderate 0.5972042 Moderate Con 0.358 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate what my country has become. Deport them all!!!
I hate what my country has become. Deport them all!!!
Identity Attack0.5135796
Insult0.36798462
Profanity0.2263305
Threat0.25272974
Severe Toxicity0.06488878
Moderate 0.5972042 Moderate Con 0.303 Identity Attack Identity_Assertion
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)
Off course it would be India! The producer of scammers in the world .Indians should be banned Period!
Off course it would be India! The producer of scammers in the world .Indians should be banned Period!
Identity Attack0.61901736
Insult0.489133
Profanity0.2356715
Threat0.13815513
Severe Toxicity0.17009245
Moderate 0.5972042 Low Con 0.102 Identity Attack Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …
when you come into somebody’s house, you don’t shit and piss on their kitchen sink.
when you come into somebody’s house, you don’t shit and piss on their kitchen sink.
Identity Attack0.013546381
Insult0.3416952
Profanity0.70864636
Threat0.010343489
Severe Toxicity0.024866661
Moderate 0.5972042 Low Con 0.211 Moral_Argument
Sep 7, 2025 Why Canadians Are Turning Against …
WOW ! Canada is screwed. Unbelievable 😢. Keep em in Canada. The United States don't want them.
WOW ! Canada is screwed. Unbelievable 😢. Keep em in Canada. The United States don't want them.
Identity Attack0.46028158
Insult0.5423875
Profanity0.39409557
Threat0.011430934
Severe Toxicity0.06488878
Moderate 0.5972042 Low Con 0.266 Insult Fear_Threat
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
Canada itself is a big fraud. They make ton of money from these students. Including the banks, the government and colleges. Look how shitty the healthcare, housing, infrastructure and life is here.
Canada itself is a big fraud. They make ton of money from these students. Including the banks, the government and colleges. Look how shitty the healthcare, housing, infrastructure and life is here.
Identity Attack0.3817989
Insult0.5130944
Profanity0.48510036
Threat0.008764107
Severe Toxicity0.035007052
Moderate 0.5972042 Moderate Con 0.358 Insult
Sep 30, 2025 IRCC Names India in Study …
Corrupt , scammers.
Corrupt , scammers.
Identity Attack0.02439919
Insult0.6500014
Profanity0.21997347
Threat0.011120236
Severe Toxicity0.023076924
Moderate 0.5972042 Low Con 0.238 Insult
Sep 21, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Finally someone with balls
Finally someone with balls
Identity Attack0.013244915
Insult0.16195811
Profanity0.49259362
Threat0.011172019
Severe Toxicity0.023076924
Moderate 0.5972042 Moderate Con 0.338
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.