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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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30,738 comments · Page 123 of 1230
india should be nuked
india should be nuked
Identity Attack0.57150364
Insult0.26957804
Profanity0.28249276
Threat0.5487409
Severe Toxicity0.3525603
Moderate 0.60152835 Low Con 0.243 Identity Attack Threat Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
go to any tim hortons anywhere in canada. its 90% indians working there, with a white supervisor. canada is gone to shit no pun-jab intended
go to any tim hortons anywhere in canada. its 90% indians working there, with a white supervisor. canada is gone to shit no pun-jab intended
Identity Attack0.5135796
Insult0.46625584
Profanity0.541926
Threat0.03235042
Severe Toxicity0.13599765
Moderate 0.60152835 Moderate Con 0.305 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They are worse than cochroches...no wonder god is coming with a vengeance.. these demonic rat worshipping things
They are worse than cochroches...no wonder god is coming with a vengeance.. these demonic rat worshipping things
Identity Attack0.2764353
Insult0.57787937
Profanity0.3366329
Threat0.019573374
Severe Toxicity0.06225512
Moderate 0.60152835 Low Con 0.22 Insult Fear_Threat
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
The woman crying about her pity party maybe should get rid of the car...try living on a fixed income before you bitch about how sad your life is
Identity Attack0.2331515
Insult0.5130944
Profanity0.50818664
Threat0.05430072
Severe Toxicity0.059217658
Moderate 0.60152835 Moderate Con 0.348 Insult Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
We need all these illegal foreigners out of our country NOW. If you weren’t born here or had your citizenship for 3+decades GET OUT. Stop allowing this filth to continue and strain our society! This …
We need all these illegal foreigners out of our country NOW. If you weren’t born here or had your citizenship for 3+decades GET OUT. Stop allowing this filth to continue and strain our society! This is Canada. All of these huge demonic creatures with multiple hands and feet need to be TAKEN DOWN. The Canadian flag is the only flag that should be flown high. Shame on the liberal government for allowing this to happen.
Identity Attack0.55044734
Insult0.56997263
Profanity0.26555094
Threat0.18913531
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.348 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Ontario is such a 💩 hole I'm glad I don't live there anymore
Ontario is such a 💩 hole I'm glad I don't live there anymore
Identity Attack0.44690517
Insult0.5130944
Profanity0.41436642
Threat0.027170537
Severe Toxicity0.16960317
Moderate 0.60152835 Moderate Con 0.364 Insult Personal_Narrative
Jan 27, 2026 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 …
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...
WOW so disappointed by the comment section... I'm Canadian and I know it's completely stupid to blame the faults of our governments on immigrants
WOW so disappointed by the comment section... I'm Canadian and I know it's completely stupid to blame the faults of our governments on immigrants
Identity Attack0.2823795
Insult0.61794597
Profanity0.29168049
Threat0.008090926
Severe Toxicity0.019611536
Moderate 0.5972042 Constructive 0.591 Insult Moral_Argument
Feb 3, 2026 2 likes 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...
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)
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...
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...
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 …
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)
Now Canada smells like dirty armpit!!! 😂
Now Canada smells like dirty armpit!!! 😂
Identity Attack0.4931391
Insult0.5723624
Profanity0.15812257
Threat0.0078449575
Severe Toxicity0.023927659
Moderate 0.5972042 Low Con 0.26 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Every other country except Poland has a ‘too many paki’ problem. Take a guess what’s coming for Canada? Why are we so stoopid about this?
Identity Attack0.3895355
Insult0.6109131
Profanity0.3158166
Threat0.00823333
Severe Toxicity0.023076924
Moderate 0.5972042 Low Con 0.19 Insult Fear_Threat
Jun 20, 2025 1 likes How Canada broke its immigration …
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...
8:20 that vid with terrible stinky armpits lol
8:20 that vid with terrible stinky armpits lol
Identity Attack0.060675595
Insult0.39297962
Profanity0.2963245
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.5972042 Low Con 0.298 Humor_Satire
Feb 7, 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 …
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...
The birth rate slowed because of a corrupt Liberal government who priced everyone out of their homes. Canadians are not bringing new babies into a world when they are broke and taxed to death. We …
The birth rate slowed because of a corrupt Liberal government who priced everyone out of their homes. Canadians are not bringing new babies into a world when they are broke and taxed to death. We can't justify adding another mouth to feed when we can't afford to feed the mouths that are here now. And they are not importing to sustain the population....they are importing votes to stay in power. The Liberal mantra...."Fuck Canadians!!! Do what we need to do to stay in power". Immigrant to votes ratio is 1:1.
Identity Attack0.5051593
Insult0.5270482
Profanity0.5013569
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5972042 Moderate Con 0.44 Identity Attack Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
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...
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...
THEY ABUSE ALL THE SYSTEM THAT CAN BE ABUSE ,MISUSE, AND USE ALL POSSIBLE LOOPHOLE OR MAKE A LOOPHOLE THEMSELVES BY BEING IN POLITICS, LAW ENFORCEMENT AND JUDICIAL SYSTEM. THEY ARE VERY CORRUPT AS HELL.
THEY ABUSE ALL THE SYSTEM THAT CAN BE ABUSE ,MISUSE, AND USE ALL POSSIBLE LOOPHOLE OR MAKE A LOOPHOLE THEMSELVES BY BEING IN POLITICS, LAW ENFORCEMENT AND JUDICIAL SYSTEM. THEY ARE VERY CORRUPT AS HELL.
Identity Attack0.061130337
Insult0.5678696
Profanity0.39409557
Threat0.020782012
Severe Toxicity0.024819711
Moderate 0.5972042 Low Con 0.241 Insult Unverified_Claim
Jan 2, 2026 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.