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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

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Active: "You are HILARIOUS!" 58 comments · Page 1 of 3
The fact the driving absolutely sucks is actually fucking hilarious 😂😂
The fact the driving absolutely sucks is actually fucking hilarious 😂😂
Identity Attack0.06476828
Insult0.46173862
Profanity0.8117245
Threat0.00899713
Severe Toxicity0.35368225
Toxic 0.85850734 Low Con 0.227 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world …
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world but confusion.
Identity Attack0.6458014
Insult0.56997263
Profanity0.39409557
Threat0.012906751
Severe Toxicity0.16960317
Moderate 0.6852916 Low Con 0.191 Identity Attack Insult Identity_Assertion
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Brampton is infested with right wing Hindutva fanatics ......terrorists, who call for burning down Sikh Gurdwaras . They are funded by India's BJP govt and by the RSS . What is most hilarious is that …
Brampton is infested with right wing Hindutva fanatics ......terrorists, who call for burning down Sikh Gurdwaras . They are funded by India's BJP govt and by the RSS . What is most hilarious is that they targeted Sikhs, and then got beaten to pulp , and cried victim .................just like their mentor and Idol , Israel !!!!!! Brampton is a RSS Hindu Right Wing ghetto
Identity Attack0.6007182
Insult0.5739874
Profanity0.29984993
Threat0.3526302
Severe Toxicity0.35368225
Moderate 0.6342749 Low Con 0.265 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Super-Racist USA mocking Canada hilarious hypocrisy
Super-Racist USA mocking Canada hilarious hypocrisy
Identity Attack0.45610145
Insult0.57566804
Profanity0.09034003
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.5885171 Low Con 0.115 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is …
7:56 This shirtless guy is an absolute clown. He's complaining about immigration yet he himself is an unhappy immigrant. If he's so unhappy, why doesn't he go back to Poland? Also, calling Canada communist is hilarious considering that it has a free market economy, a multiparty democracy, free elections and protected right to free expression and free assembly.
Identity Attack0.17614605
Insult0.6370372
Profanity0.12903778
Threat0.009281937
Severe Toxicity0.021419114
Moderate 0.584095 Moderate Con 0.443 Insult Meta_Commentary
Sep 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
LMAOO that one white guy saying they pay no taxes is hilarious how delusional can you be? its not their fault white youths are too busy snorting coke and doing fenty like the homeless ones …
LMAOO that one white guy saying they pay no taxes is hilarious how delusional can you be? its not their fault white youths are too busy snorting coke and doing fenty like the homeless ones in this video
Identity Attack0.55044734
Insult0.42167732
Profanity0.29209393
Threat0.027688526
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.232 Identity Attack Humor_Satire
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
It's hilarious to hear the original invaders complain about new invaders. 5:15 That dude is super racist. 😂 🙏🏾
Identity Attack0.3817989
Insult0.38406035
Profanity0.17566866
Threat0.021990653
Severe Toxicity0.023458159
Moderate 0.4838166 Low Con 0.274 Humor_Satire
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
is there even a normal person living in canada anymore? they all seem to be off. even the whites, mybe thats why they imported millions of hindus which are fundementally not compatible with christianity into …
is there even a normal person living in canada anymore? they all seem to be off. even the whites, mybe thats why they imported millions of hindus which are fundementally not compatible with christianity into their country. I mean the inbred who was talking about africans having low iq and not liking muslims is just hilarious.
Identity Attack0.5612457
Insult0.42881694
Profanity0.13873272
Threat0.012285355
Severe Toxicity0.023599008
Moderate 0.48021027 Moderate Con 0.352 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
That guy said we have the high end Indians 😂 yeah because they are the scammers that scam people out of their money they actually have videos on YouTube of American Top hackers and they …
That guy said we have the high end Indians 😂 yeah because they are the scammers that scam people out of their money they actually have videos on YouTube of American Top hackers and they catch these Indian scammers it's hilarious.
Identity Attack0.46028158
Insult0.42743355
Profanity0.2687007
Threat0.042662576
Severe Toxicity0.03590374
Moderate 0.47886392 Moderate Con 0.35 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
Identity Attack0.5135796
Insult0.40243408
Profanity0.39409557
Threat0.0824309
Severe Toxicity0.13073033
Moderate 0.47119883 Constructive 0.706 Identity Attack Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The dude on the bike is hilarious lol Saying bellow 70 sub saharans arw bellow down syndrome ppl is crazy work
The dude on the bike is hilarious lol Saying bellow 70 sub saharans arw bellow down syndrome ppl is crazy work
Identity Attack0.42615733
Insult0.40698266
Profanity0.25458565
Threat0.016292779
Severe Toxicity0.023317307
Moderate 0.43720075 Low Con 0.239
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy @5:04 is fkn hilarious
The guy @5:04 is fkn hilarious
Identity Attack0.035847444
Insult0.24928534
Profanity0.4756165
Threat0.009722093
Severe Toxicity0.023152983
Moderate 0.40614098 Low Con 0.261 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
I think it's so hilarious that he bought a knife for protection I love this videos but he only keeps on proving how much of a 🐱🐱🐱🐱 he is lmfao
Identity Attack0.04796442
Insult0.34101152
Profanity0.22552395
Threat0.13313138
Severe Toxicity0.023364257
Moderate 0.4014846 Moderate Con 0.355 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the …
It's hilarious that even now Canadians will not say a word against these majority white politicians and bureaucrats. Even at this table, there are 2 whites, 1 East Asian and 1 South Asian. Yet the entire country just wants the South Asians out. You will not hold a single one of your kind responsible for what is predominantly a white political and bureaucratic body. And then you wonder why you're being called racists. You people ARE. It's so much easier to direct your anger towards the brown guy than the white guy isn't it? Because then you'd have to admit that the white guy is the one holding the gun and the brown guy is the one whose shoulder is being used to rest the gun on. Good luck fixing the roots of your problems Canadians. You just carry on shouting at the symptoms.
Identity Attack0.4508763
Insult0.3388922
Profanity0.06345607
Threat0.011974656
Severe Toxicity0.017158391
Moderate 0.39021665 Constructive 0.506
Sep 28, 2025 IRCC Names India in Study …
11:00 what did sikh man say that they can't speak freely in india?😂 What a joke? People literally abuse every govt on India online offline doesn't matter it's left or right..indian doesn't have civic sense …
11:00 what did sikh man say that they can't speak freely in india?😂 What a joke? People literally abuse every govt on India online offline doesn't matter it's left or right..indian doesn't have civic sense doesn't follow rule especially those traffic rules in Brampton and in india bcoz in india they got too much freedom in the name of so fundamental rights,free speech..... These people go in foreign countries and say they got tortured by indian govt they don't have freedom like seriously? This is literally hilarious things....99% Sikh driving truck in foreign countries and talking about freedom... Educated, middle class sikh working in India , have sikh military regiment, and punjab state have Sikh govt and they aren't able to speak right? Govt need to indentify such traitors.....and cancel their Visa and sieze Thier property in India......
Identity Attack0.38445538
Insult0.27763805
Profanity0.19524631
Threat0.13211988
Severe Toxicity0.02383376
Moderate 0.37751234 Constructive 0.522 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
You foreign accent was hilarious. You sounded like scared kid . By the way every white person is a model citizen.
You foreign accent was hilarious. You sounded like scared kid . By the way every white person is a model citizen.
Identity Attack0.3819294
Insult0.22303216
Profanity0.09098661
Threat0.010576514
Severe Toxicity0.015802706
Moderate 0.36456755 Low Con 0.276 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Watching you shiver the whole time while the guy is in sandals is hilarious.
Watching you shiver the whole time while the guy is in sandals is hilarious.
Identity Attack0.01191331
Insult0.07460167
Profanity0.13961408
Threat0.030278467
Severe Toxicity0.013349563
Low Tox 0.29771072 Moderate Con 0.379 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Omg. White dude on the bike is hilarious. He tells it like it is. I love it. Not fake at all. He's keeping it real. As for the accidents. You cannot just give an Indian …
Omg. White dude on the bike is hilarious. He tells it like it is. I love it. Not fake at all. He's keeping it real. As for the accidents. You cannot just give an Indian or a Vietnamese person a driver's licence. They drive a car like they drive a motorcycle. Canada has rules and stuff. Red lights means stop. Signalling. Lanes. Passenger right of way. They need to learn this before the DMV gives them a pass
Identity Attack0.316
Insult0.0808917
Profanity0.033645786
Threat0.009825659
Severe Toxicity0.009536743
Low Tox 0.28312725 Constructive 0.658 Identity_Assertion
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy 😮😮😂😂😂 so offensive he's hilarious 😆
Bike guy 😮😮😂😂😂 so offensive he's hilarious 😆
Identity Attack0.023997234
Insult0.11797678
Profanity0.084844165
Threat0.011741633
Severe Toxicity0.010986328
Low Tox 0.27975297 Low Con 0.253 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
😂😂😂 wh ite people in decline is so hilarious 😂
😂😂😂 wh ite people in decline is so hilarious 😂
Identity Attack0.038683333
Insult0.10587067
Profanity0.1654338
Threat0.012078222
Severe Toxicity0.015415368
Low Tox 0.2763787 Low Con 0.154 Humor_Satire
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't know how to feel about the guy with the bike 😂😂😂 he is hilarious though (an African watching from Africa lol)
I don't know how to feel about the guy with the bike 😂😂😂 he is hilarious though (an African watching from Africa lol)
Identity Attack0.27914262
Insult0.0836065
Profanity0.09195647
Threat0.009411395
Severe Toxicity0.01159668
Low Tox 0.27236435 Moderate Con 0.42 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
As a Canadian it is hilarious to see how hunched over Tyler is in the cold that I am so used to lol. I want to know what job the racist guy on the bike …
As a Canadian it is hilarious to see how hunched over Tyler is in the cold that I am so used to lol. I want to know what job the racist guy on the bike has that allows him so much freedom of speech. As far as I know most places will fire you if they find out you said that stuff on the internet. We have no real freedom of speech in Canada, less so after Trudy. He must be self employed or unemployed or doing something shady under the table that allows him more freedom than other Canadians.
Identity Attack0.105256535
Insult0.20434737
Profanity0.019690514
Threat0.00933372
Severe Toxicity0.005836487
Low Tox 0.2553839 Constructive 0.567 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Omg Gary you are fantastically hilarious. You might want to think of laying low for a bit. Lmfao. I couldn't of said it myself
Omg Gary you are fantastically hilarious. You might want to think of laying low for a bit. Lmfao. I couldn't of said it myself
Identity Attack0.010137413
Insult0.09563028
Profanity0.08581402
Threat0.010162249
Severe Toxicity0.0076293945
Low Tox 0.24442963 Moderate Con 0.39 Humor_Satire
Jan 28, 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.