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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

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30,738 comments · Page 125 of 1230
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...
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 …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an entire media ecosystem just for that perspective. You think your immigrants weren't going to notice? Assimilate into _what_ ? The loudest mouths telling you they hate you and you're responsible for all their problems despite being a minority, because you're not a white Christian? And then you're going to scapegoat _them_ for the problems your government and system created, refuse to adapt, and complain that someone did. And _also_ , just like here in NYC.. the reason why a place gets taken over by a bunch of colored immigrants.. is usually because white people start _running_ . And again, the few that are left, complain about _their own_ fleeing, before doing so themselves. Hilarious. I'm in NYC, my neighborhood is literally every kind of immigrant, Filipino, Jamaican, West Indian, Indian, Haitian... all low to middle class, with some who really _saved_ up working for their 30-50 years here. Kids born or here since little kids, educated and making good money with few exceptions. And so of course the neighborhood.. looks just like any neighborhood in America (albeit denser and more traffic). Must be all that 'wokeness' in NYC. This has nothing to do with white or black or brown, of course. This dynamic plays out anywhere with people that are unwilling to challenge themselves and their ego just finding an easy scapegoat...
Identity Attack0.5485698
Insult0.4810288
Profanity0.6001929
Threat0.05688698
Severe Toxicity0.21290472
Moderate 0.5921536 Constructive 0.61 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made …
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made that happen telling my neighbors when they had an extra person in the house. Go to hell. I can't stand none of you. I totally agree with that woman speaking about this. I refused to totally hate myself for my opinion. I see. What's going on? It's a takeover.
Identity Attack0.15945168
Insult0.5678696
Profanity0.46460027
Threat0.056563694
Severe Toxicity0.16960317
Moderate 0.5921536 Constructive 0.656 Insult Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Elbows down, ass up Canada. The Libs are in charge.
Elbows down, ass up Canada. The Libs are in charge.
Identity Attack0.11047905
Insult0.47273466
Profanity0.47435758
Threat0.04686524
Severe Toxicity0.045767322
Moderate 0.5921536 Low Con 0.197
Jan 5, 2026 New rules, regulations take effect …
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and …
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and any politician who takes a majority of them back would have my vote. My father escaped a south asian sh**hole country, I did not ask nor ever want to return there and they are just brazenly bringing their crappy sh** over here by the dozen. I'm under severe Indian Fatigue
Identity Attack0.5135796
Insult0.5130944
Profanity0.541926
Threat0.038220957
Severe Toxicity0.20067264
Moderate 0.5921536 Constructive 0.645 Identity Attack Insult
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump is not my enemy. My enemy is nobody else other than the evil, monstrous freaks that took my homeland from me by handing it over to hordes of alien foreigners.
Trump is not my enemy. My enemy is nobody else other than the evil, monstrous freaks that took my homeland from me by handing it over to hordes of alien foreigners.
Identity Attack0.5135796
Insult0.57566804
Profanity0.27882218
Threat0.018537397
Severe Toxicity0.037697118
Moderate 0.5921536 Low Con 0.295 Identity Attack Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Get the Indians out of here ! 🇨🇦
Get the Indians out of here ! 🇨🇦
Identity Attack0.6649212
Insult0.36798462
Profanity0.22321637
Threat0.13161413
Severe Toxicity0.16960317
Moderate 0.5921536 Low Con 0.195 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Guess going & living in Canada would give me same shitty experience as here. I hope other countries wouldn't effected by us Indians.
Guess going & living in Canada would give me same shitty experience as here. I hope other countries wouldn't effected by us Indians.
Identity Attack0.5051609
Insult0.4339631
Profanity0.5722072
Threat0.011223801
Severe Toxicity0.06101104
Moderate 0.5921536 Moderate Con 0.484 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
LOL your whole IT and Pharma industry is depends on you without us you guys are fool just trying figure out how things work 😂😂
LOL your whole IT and Pharma industry is depends on you without us you guys are fool just trying figure out how things work 😂😂
Identity Attack0.039456755
Insult0.6109131
Profanity0.30690086
Threat0.009929225
Severe Toxicity0.023076924
Moderate 0.5921536 Low Con 0.139 Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
incompetent and inept people, only concerned with the monetary aspect. Unfortunately, not mentally capable, too hard for them to think things through.
incompetent and inept people, only concerned with the monetary aspect. Unfortunately, not mentally capable, too hard for them to think things through.
Identity Attack0.0440973
Insult0.65231085
Profanity0.10549548
Threat0.008531082
Severe Toxicity0.018126737
Moderate 0.5921536 Low Con 0.156 Insult
Oct 9, 2025 IRCC Names India in Study …
The Punjabi’s are the problem not all Indians, their one the most disgusting casts in India.
The Punjabi’s are the problem not all Indians, their one the most disgusting casts in India.
Identity Attack0.5983441
Insult0.5678696
Profanity0.26735115
Threat0.030969119
Severe Toxicity0.16960317
Moderate 0.5921536 Low Con 0.219 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Let the rats in this is what happens ! then add a corrupt government !! Canada is done !!!
Let the rats in this is what happens ! then add a corrupt government !! Canada is done !!!
Identity Attack0.27991617
Insult0.6308392
Profanity0.1308005
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.5921536 Low Con 0.157 Insult Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
None of the punjabs speak english. I dont get how these pooptards were allowed if they cant speak english
None of the punjabs speak english. I dont get how these pooptards were allowed if they cant speak english
Identity Attack0.5498214
Insult0.5678696
Profanity0.4596479
Threat0.02924249
Severe Toxicity0.26766825
Moderate 0.5921536 Low Con 0.236 Identity Attack Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Identity Attack0.5485698
Insult0.46173862
Profanity0.41503602
Threat0.02492592
Severe Toxicity0.16960317
Moderate 0.5921536 Constructive 0.594 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Multicultural sostitution Whit the happiness collab of pigs judges and female taritor .i Hope thats pigs has what They deserved
Multicultural sostitution Whit the happiness collab of pigs judges and female taritor .i Hope thats pigs has what They deserved
Identity Attack0.4907465
Insult0.6149945
Profanity0.33453682
Threat0.12689553
Severe Toxicity0.23223771
Moderate 0.5921536 Low Con 0.197 Insult Fear_Threat
Feb 17, 2026 Inside Canada's Indian Invasion...
So sad how did we let this happen Canada is screwed
So sad how did we let this happen Canada is screwed
Identity Attack0.3817989
Insult0.54471385
Profanity0.44133487
Threat0.0074306927
Severe Toxicity0.02449106
Moderate 0.5921536 Moderate Con 0.331 Insult
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs to find their balls and take their country back from the swarth horde.
Canada needs to find their balls and take their country back from the swarth horde.
Identity Attack0.4508763
Insult0.46476576
Profanity0.45448917
Threat0.061736204
Severe Toxicity0.048457388
Moderate 0.5921536 Low Con 0.088 Identity_Assertion
Jul 27, 2025 How Canada broke its immigration …
5:28 the hell he is saying about a WHOLE continent 💀
5:28 the hell he is saying about a WHOLE continent 💀
Identity Attack0.051126
Insult0.24928534
Profanity0.48510036
Threat0.022335978
Severe Toxicity0.16960317
Moderate 0.5921536 Low Con 0.285 Meta_Commentary
Feb 11, 2026 37 likes Inside Canada's Indian Invasion...
Why you let them in if that’s against your liking fools always complain after
Why you let them in if that’s against your liking fools always complain after
Identity Attack0.02128403
Insult0.6308392
Profanity0.29209393
Threat0.008298059
Severe Toxicity0.019095084
Moderate 0.5921536 Low Con 0.21 Insult
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I hate those rats
I hate those rats
Identity Attack0.28034934
Insult0.5130944
Profanity0.39409557
Threat0.032695748
Severe Toxicity0.034110364
Moderate 0.5921536 Moderate Con 0.368 Insult Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
"the black plague" but its also stinky😭
"the black plague" but its also stinky😭
Identity Attack0.55803186
Insult0.5072643
Profanity0.33376193
Threat0.015602129
Severe Toxicity0.16960317
Moderate 0.5921536 Low Con 0.249 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Boycott their businesses. If I walk into a restaurant and they work there. I turn around and leave. They have ZERO concept of food safety. Ive worked with them. They are FILTHY.
Identity Attack0.053399716
Insult0.6261769
Profanity0.25367188
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.5921536 Moderate Con 0.472 Insult Call_To_Action
Jan 28, 2026 13 likes Inside Canada's Indian Invasion...
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the …
Canada is not a sovereign country. Canada has been captured without one bullet fired. How? Specific individuals corrupted and owned by people outside of Canada. The media does not speak about the “elephant in the room”, politicians won’t talk about, nobody knows what to do. Cowards.
Identity Attack0.17381613
Insult0.6500014
Profanity0.094542764
Threat0.03373172
Severe Toxicity0.022322904
Moderate 0.5921536 Low Con 0.24 Insult Unverified_Claim
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
0:51 this channel a representation of low life white people mindsent
0:51 this channel a representation of low life white people mindsent
Identity Attack0.55044734
Insult0.49151286
Profanity0.29209393
Threat0.03304107
Severe Toxicity0.16960317
Moderate 0.5921536 Low Con 0.197 Identity Attack Identity_Assertion
Jan 28, 2026 1 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.