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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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Active: "this is the definition of …" 128 comments · Page 1 of 6
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter …
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter than him. Talking about below 70 iq… how many Africans have you checked their iq and what metrics did you use to check? Your westernized test. May thunder strike down that idiotic fool, stupid ass fuul.
Identity Attack0.6637263
Insult0.8131897
Profanity0.7796426
Threat0.40603778
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get …
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get accepted by white ppl
Identity Attack0.55044734
Insult0.7090544
Profanity0.7785769
Threat0.02924249
Severe Toxicity0.35368225
Toxic 0.85850734 Low Con 0.265 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
The two speed diabetes bike fuck is the definition of blaming others for your failures
The two speed diabetes bike fuck is the definition of blaming others for your failures
Identity Attack0.09328204
Insult0.48313886
Profanity0.80158395
Threat0.012958534
Severe Toxicity0.34981552
Toxic 0.8299589 Low Con 0.127 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Lily Allen F*%k YOU = Presidency of George W. Bush *** M.I.A. Borders -track *** | This Is America: by Donald Glover ... ( European union and England Brexit) / Foreign relations of Portugal . …
Lily Allen F*%k YOU = Presidency of George W. Bush *** M.I.A. Borders -track *** | This Is America: by Donald Glover ... ( European union and England Brexit) / Foreign relations of Portugal . . . forget antiquity definition and live todays moderation @thought of antiquity. . . ( Alberta -German- the three Netherlands *** immigration*** (Discrimination) ***partition** . . .
Identity Attack0.31015682
Insult0.5723624
Profanity0.70384485
Threat0.05721026
Severe Toxicity0.45895407
Toxic 0.78207105 Moderate Con 0.307 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
They're ALL clueless. They're ALL DEI hires. And the useful idiots will keep on voting them in. Canada is definitely doomed.
Identity Attack0.25309357
Insult0.7827088
Profanity0.2980872
Threat0.00967031
Severe Toxicity0.02420936
Toxic 0.76197964 Low Con 0.22 Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I have no sympathy for any so-called Canadian that has any entanglements while visiting our enemy Canadian maybe patriotic definitely not. USA is embargoed if you're not part of the solution you are the f****** …
I have no sympathy for any so-called Canadian that has any entanglements while visiting our enemy Canadian maybe patriotic definitely not. USA is embargoed if you're not part of the solution you are the f****** problem that's why no sympathy given
Identity Attack0.007260351
Insult0.28264704
Profanity0.4551123
Threat0.00082029623
Severe Toxicity0.00004947815
Toxic 0.7524256
Dec 23, 2025 1 likes
Lol @5:10 😂 that guy on the bike is definitely a self described white trash.
Lol @5:10 😂 that guy on the bike is definitely a self described white trash.
Identity Attack0.6106996
Insult0.7065844
Profanity0.3290656
Threat0.008893564
Severe Toxicity0.16960317
Toxic 0.7510937 Low Con 0.18 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are …
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are way more beautiful than the Vancouver and Toronto he’s bragging about here in Canada.
Identity Attack0.2783691
Insult0.755201
Profanity0.26603898
Threat0.009955117
Severe Toxicity0.02411546
Toxic 0.71760553 Moderate Con 0.317 Insult Comparative_Framing
Feb 16, 2026 Inside Canada's Indian Invasion...
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport …
Canadian here born and raised in Ontario... Canada is not Canada anymore its a shithole, they shit on the beaches throw bags of trash wherever they want. they cant drive they definitely cannot drive transport trucks and they cant do the easiest jobs like take an order from fast food. Miserable quality of life and I'm not even in Brampton i feel bad for the people there.
Identity Attack0.5075293
Insult0.57566804
Profanity0.6370159
Threat0.019228047
Severe Toxicity0.23340854
Moderate 0.687436 Constructive 0.557 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Whenever you come to india you will be die definitely 😂
Whenever you come to india you will be die definitely 😂
Identity Attack0.5485698
Insult0.37052566
Profanity0.29209393
Threat0.56012076
Severe Toxicity0.35368225
Moderate 0.65996873 Low Con 0.272 Identity Attack Threat Humor_Satire
Feb 21, 2026 Inside Canada's Indian Invasion...
What we have in Vancouver is bad. But holy shit I feel for our Toronto brothers. They definitely have it much worse.
What we have in Vancouver is bad. But holy shit I feel for our Toronto brothers. They definitely have it much worse.
Identity Attack0.2823795
Insult0.43158367
Profanity0.70384485
Threat0.010058682
Severe Toxicity0.08332442
Moderate 0.6426206 Moderate Con 0.478
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
"africans or muslims" lmao clown definitely got his heart broken by a black woman in toronto
"africans or muslims" lmao clown definitely got his heart broken by a black woman in toronto
Identity Attack0.6227552
Insult0.5739874
Profanity0.2847897
Threat0.051391184
Severe Toxicity0.16960317
Moderate 0.6342749 Low Con 0.24 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Everyone hates this Tyler douche bag. Definitely one of those dorks in high school that nobody liked
Everyone hates this Tyler douche bag. Definitely one of those dorks in high school that nobody liked
Identity Attack0.109318495
Insult0.6109131
Profanity0.3938786
Threat0.010654188
Severe Toxicity0.16960317
Moderate 0.62136006 Low Con 0.281 Insult Meta_Commentary
Feb 7, 2026 3 likes Inside Canada's Indian Invasion...
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being …
Immigration is fine as long as they’re vetted, have skills the country needs,ie doctors , tradesmen, but letting in everybody and their dog is ridiculous! Why is it that it’s only poopjeets that are being brought in to take over. Are there no other countries that have refugees that aren’t fleas on the system? The US have black fatigue, well Canada definitely have Hindu fatigue. I’m getting tired of being a second or third class citizen in my own fucking country. Voting to get the Lieberals out will not work, extreme violence is going to be the only way to remove them or Canada will be gone forever. Once that’s accomplished then the mass deportations can start immediately.
Identity Attack0.5135796
Insult0.5678696
Profanity0.5013569
Threat0.031314444
Severe Toxicity0.23224801
Moderate 0.60254884 Constructive 0.545 Identity Attack Insult Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
8:33 polish dude is f up. He is definitely a criminal. Poland is more safe than any country in the world.
8:33 polish dude is f up. He is definitely a criminal. Poland is more safe than any country in the world.
Identity Attack0.46028158
Insult0.48675314
Profanity0.36230123
Threat0.039256934
Severe Toxicity0.1465323
Moderate 0.5716857 Moderate Con 0.351 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberal immigration policy is a transfer of money to Europe ... the population of Canada is less than 50MM ... so if 5MM leave it is 1/10 less strain on tax revenue. If you go …
Liberal immigration policy is a transfer of money to Europe ... the population of Canada is less than 50MM ... so if 5MM leave it is 1/10 less strain on tax revenue. If you go to any place as a, "Temporary Worker", you are a disposable worker BY FUCKING DEFINITION .. no matter what language you speak or makeup on your own!! 🫡🤌🫵
Identity Attack0.0029615895
Insult0.14263117
Profanity0.44422612
Threat0.00065802387
Severe Toxicity0.00003819089
Moderate 0.5666916
Apr 16, 2025
Oh yeah Indians are using Curry as AK -7 and using their traditional wear as pistols against the superior white race, If I was dumb I would definitely term it as an "INVASION".
Oh yeah Indians are using Curry as AK -7 and using their traditional wear as pistols against the superior white race, If I was dumb I would definitely term it as an "INVASION".
Identity Attack0.55803186
Insult0.48627716
Profanity0.29209393
Threat0.13815513
Severe Toxicity0.072789766
Moderate 0.5532103 Low Con 0.256 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Identity Attack0.46028158
Insult0.5739874
Profanity0.26802593
Threat0.01698343
Severe Toxicity0.02420936
Moderate 0.54823303 Constructive 0.584 Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
The bad drivers are definitely Indian. Just look back how they drive at home. Terrible
Identity Attack0.57554024
Insult0.45135358
Profanity0.17055123
Threat0.013476364
Severe Toxicity0.024866661
Moderate 0.52811706 Low Con 0.263 Identity Attack Unverified_Claim
Feb 19, 2026 Inside Canada's Indian Invasion...
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Indians are corrupt. These are facts. The new ones coming from india are definitely ruining it for the older migrated ones from 80's
Identity Attack0.5689151
Insult0.47384647
Profanity0.22663295
Threat0.018710058
Severe Toxicity0.045767322
Moderate 0.52007306 Moderate Con 0.38 Identity Attack Unverified_Claim
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Modi is a criminal like Bibi and Trump and should all be sitting in the same jail cell...the punjabi people are people of the highest quality and definitely deserve their own country and not under …
Modi is a criminal like Bibi and Trump and should all be sitting in the same jail cell...the punjabi people are people of the highest quality and definitely deserve their own country and not under the boot of the racist Indian government
Identity Attack0.4508763
Insult0.56997263
Profanity0.24910301
Threat0.13228847
Severe Toxicity0.10702737
Moderate 0.51869136 Moderate Con 0.347 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you …
This is what lazy European far right parties always do : blame a national problem on undocumented migrants. This is just cruelty for the sake of it. If you want them out of here, you do that. What's the point of preventing them from getting health care. Like a virus will know not to go from an undocumented immigrant to a regular Canadian citizen. It is a dumb policy and it tells me the Conservatives are uncapable of generating original ideas. Definitely not ready for government.
Identity Attack0.36702603
Insult0.5678696
Profanity0.1308005
Threat0.009696201
Severe Toxicity0.018707745
Moderate 0.50789946 Moderate Con 0.367 Insult Policy_Critique
Feb 25, 2026 'We do know that there's …
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Identity Attack0.04641757
Insult0.36798462
Profanity0.40878695
Threat0.1319513
Severe Toxicity0.1597006
Moderate 0.5024724 Moderate Con 0.371 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I came here from Nigeria as a professional. I must say the Canada govt has to develop some spines. I am grateful for the opportunity to be in Canada. I do not take it for …
I came here from Nigeria as a professional. I must say the Canada govt has to develop some spines. I am grateful for the opportunity to be in Canada. I do not take it for granted. But truth be told, if you ve got a country like Canada, you cannot allow everyone in the world in. You can’t allow a single country change your demography except you are STUPID. Even heaven has boundaries. You can’t allow everyone. It is not wisdom to allow everyone. Most western countries have left God, they have the civilization that came from Christianity but they have left Christ and are using their wisdom. They definitely will mess up things. Common wisdom will be difficult.
Identity Attack0.30103904
Insult0.5497792
Profanity0.22552395
Threat0.010239923
Severe Toxicity0.023076924
Moderate 0.4977744 Constructive 0.596 Insult Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
This is definitely the SA capital of the country. Plenty of gang draping, no taxes and its slowy becoming the epicenter of trash and filth in the western world.
This is definitely the SA capital of the country. Plenty of gang draping, no taxes and its slowy becoming the epicenter of trash and filth in the western world.
Identity Attack0.20088354
Insult0.5130944
Profanity0.10611444
Threat0.008129764
Severe Toxicity0.016577384
Moderate 0.4838166 Moderate Con 0.315 Insult Fear_Threat
Oct 8, 2025 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.