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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 82 of 1230
Only a dummy would go to the USA.
Only a dummy would go to the USA.
Identity Attack0.005221121
Insult0.5735432
Profanity0.00038403115
Threat0.0018508347
Severe Toxicity0.000015244752
Moderate 0.6783108 Insult
Dec 9, 2025
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this …
This is liberals fault its there plan for all you dumb asses who voted them in you deserve this but for the ones who didn't vote for liberals time to stand up not take this bs by these immigrants in my opinion
Identity Attack0.43896464
Insult0.66500133
Profanity0.4662011
Threat0.06626215
Severe Toxicity0.17009245
Moderate 0.6744087 Low Con 0.296 Insult Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
Ok. So win the damn election!
Ok. So win the damn election!
Identity Attack0.020580608
Insult0.42367843
Profanity0.70384485
Threat0.015774792
Severe Toxicity0.052044146
Moderate 0.6744087 Low Con 0.235 Call_To_Action
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT …
Im Canadian you shouldnt get anything from Gov when coming to Canada and the idiots who voted lib your one of the problems in Canada 10 years of FJT IF YOUR CANADIAN AND TRAVELING DONT TELL ANYONE YOUR CANADIAN IN JAMAICA PORTO RICO FRANCE IN SPAIN THE CANADIANS WERE VIOLENTLY CONFRONTED BCS THEY WERE CALLED PEDOS BCS NO ONE FOUGHT TO PROTECT KIDS AGAISNT GENDER TEACHING IN SCHOOLS Canada is embarrassing now days
Identity Attack0.45610145
Insult0.6798578
Profanity0.26555094
Threat0.016292779
Severe Toxicity0.09912638
Moderate 0.6744087 Moderate Con 0.409 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
This white biker is racist af and he lying about Africans they smarter than his mother and father
This white biker is racist af and he lying about Africans they smarter than his mother and father
Identity Attack0.5698139
Insult0.5678696
Profanity0.33141375
Threat0.017156094
Severe Toxicity0.16960317
Moderate 0.6744087 Low Con 0.225 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada …
Time to stop this disgusting Invasion we are getting from the Indians their culture is not wanted here their way of life is a disgrace to our culture they're stealing our jobs and turning Canada into a communist country with the progressive liberals
Identity Attack0.6778536
Insult0.6099415
Profanity0.196476
Threat0.020609349
Severe Toxicity0.1762085
Moderate 0.6744087 Moderate Con 0.334 Identity Attack Insult Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
Why do you still think America is the greatest country on earth? All the peace and free healthcare? Daily school shootings. Americans are so ignorant
Why do you still think America is the greatest country on earth? All the peace and free healthcare? Daily school shootings. Americans are so ignorant
Identity Attack0.55044734
Insult0.65231085
Profanity0.14754629
Threat0.029587816
Severe Toxicity0.023645958
Moderate 0.6744087 Low Con 0.234 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian immigration should be banned entirely - Hindu culture is not compatible with Western civilization. They don't belong here. Go some balls enough of being tolerant.
Indian immigration should be banned entirely - Hindu culture is not compatible with Western civilization. They don't belong here. Go some balls enough of being tolerant.
Identity Attack0.6106996
Insult0.49389273
Profanity0.47435758
Threat0.13815513
Severe Toxicity0.24482845
Moderate 0.6744087 Low Con 0.2 Identity Attack Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I …
Tyler is going racist. Wow imagine the fool on bike whose bible is Google...everything it says he believes. If Africans are not smart pls bring out all medical doctors and count according to race. I bet you probably no Canadian white.
Identity Attack0.58354634
Insult0.6675394
Profanity0.22622968
Threat0.012337137
Severe Toxicity0.05832097
Moderate 0.6744087 Low Con 0.206 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
India does suck as a country, and its peoples are largely lacking civic sense, racist, elitist, insular, hypocritical, and antisocial. This is all true. But not all of them are this way, and their economic …
India does suck as a country, and its peoples are largely lacking civic sense, racist, elitist, insular, hypocritical, and antisocial. This is all true. But not all of them are this way, and their economic boon and low rate of crime makes them a choice import compared to other ethnic groups, if we are talking macro scale. In particular, Islamic and Middle Eastern, followed by African, Southeast Asian, Chinese, and Latino immigrants are bigger issues.
Identity Attack0.6458014
Insult0.6308392
Profanity0.40558428
Threat0.010602405
Severe Toxicity0.2281948
Moderate 0.6744087 Constructive 0.526 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I understand wanting to leave that shithole of a country but being nationalistic in another country is crazy work
I understand wanting to leave that shithole of a country but being nationalistic in another country is crazy work
Identity Attack0.34649673
Insult0.46774593
Profanity0.70864636
Threat0.011094344
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.385 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even …
Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even mention the American flag. These are those Indians who are Canadian citizens and have been in Canada for more than 50 years, you will say the same thing for European White Christians who immigrate.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46222726
Threat0.021472665
Severe Toxicity0.17315048
Moderate 0.6744087 Moderate Con 0.397 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
welcome to the literal sh!t stain of Canada.
welcome to the literal sh!t stain of Canada.
Identity Attack0.45348886
Insult0.5130944
Profanity0.6001929
Threat0.011405042
Severe Toxicity0.16960317
Moderate 0.6744087 Low Con 0.147 Insult Fear_Threat
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
People praying makes u annoyed a u dumb
People praying makes u annoyed a u dumb
Identity Attack0.13377325
Insult0.6798578
Profanity0.41031027
Threat0.011612174
Severe Toxicity0.023364257
Moderate 0.6744087 Low Con 0.27 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
with army of lazy muslims, indians Canada looks like poverty OF III WORLD.
with army of lazy muslims, indians Canada looks like poverty OF III WORLD.
Identity Attack0.69783735
Insult0.5723624
Profanity0.16450337
Threat0.021472665
Severe Toxicity0.16960317
Moderate 0.6744087 Low Con 0.103 Identity Attack Insult Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Damn, that person on the bike is racist towards Africans and Muslims in a terrifying way.
Damn, that person on the bike is racist towards Africans and Muslims in a terrifying way.
Identity Attack0.4911651
Insult0.47787863
Profanity0.64657205
Threat0.02371728
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.367 Moral_Argument
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
08:03 He looking dirty don't have shower for couple of days homeless and says Indians are dirty😂😂😂😂😂😂
08:03 He looking dirty don't have shower for couple of days homeless and says Indians are dirty😂😂😂😂😂😂
Identity Attack0.55044734
Insult0.5145894
Profanity0.3051381
Threat0.017846745
Severe Toxicity0.16960317
Moderate 0.6744087 Low Con 0.264 Identity Attack Insult
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
0:12 Nepal just forced a change in government. So are they Indian or Nepali? But I do hope it's televised when they try this man and arrest him or we finally get to watch his …
0:12 Nepal just forced a change in government. So are they Indian or Nepali? But I do hope it's televised when they try this man and arrest him or we finally get to watch his get the ahh whooping he deserves. Bro does 3 videos on real journalism exposes real issues but runs back to his roots. RACISM 😂😂😂😂😂😂. I couldn't imagine flying around the world can't possibly be enjoying yourself cause he is too busy doing rat shit. And bothering people trying to assimilate into the country. But because a few are causing issues we have to make it look 👀👀 like it's bigger so the big guy can do some more of that negotiating he been doing. Everywhere he goes bullshit follows 😡😡😡
Identity Attack0.50515443
Insult0.5130944
Profanity0.46460027
Threat0.3203622
Severe Toxicity0.35368225
Moderate 0.6744087 Moderate Con 0.438 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, how dare you laugh at that white man's Indophobic lies (that Indians eat their own poop)? And then you expect us to subscribe?? Shame on you. When you laugh along with obnoxious racists, instead …
Tyler, how dare you laugh at that white man's Indophobic lies (that Indians eat their own poop)? And then you expect us to subscribe?? Shame on you. When you laugh along with obnoxious racists, instead of correcting them, you become complicit in their racism.
Identity Attack0.57150364
Insult0.6370372
Profanity0.37503055
Threat0.017156094
Severe Toxicity0.17315048
Moderate 0.6744087 Moderate Con 0.378 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
they know this is bullshit when they are importing millions and changing the laws to make it easier right?
Identity Attack0.08004672
Insult0.4125297
Profanity0.70864636
Threat0.008556974
Severe Toxicity0.06011435
Moderate 0.6744087 Low Con 0.172 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
Hindus are way worse than muslims
Hindus are way worse than muslims
Identity Attack0.71720207
Insult0.48627716
Profanity0.31043148
Threat0.022681303
Severe Toxicity0.21290472
Moderate 0.6744087 Low Con 0.24 Identity Attack Identity_Assertion
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
They just want to use other countries because theirs is a shit hole. Which will in turn make the next one they inhabit the same, what don’t people get about that. The people is what …
They just want to use other countries because theirs is a shit hole. Which will in turn make the next one they inhabit the same, what don’t people get about that. The people is what makes a city. They just want what we can do for them and that’s it. Making another version of where they came from proves that. They have ZERO interest in actually being Canadian. Disgusting
Identity Attack0.46028158
Insult0.6308392
Profanity0.4989438
Threat0.012181788
Severe Toxicity0.16960317
Moderate 0.6744087 Moderate Con 0.413 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are …
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are nasty and are just hurting our economic well the media blame trumps like moron we are 💀🤡🤣
Identity Attack0.3817989
Insult0.69164425
Profanity0.33434898
Threat0.009126588
Severe Toxicity0.023927659
Moderate 0.6744087 Moderate Con 0.35 Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What a sh*tty place to live
What a sh*tty place to live
Identity Attack0.047706615
Insult0.40243408
Profanity0.70864636
Threat0.008634649
Severe Toxicity0.15706694
Moderate 0.6744087 Moderate Con 0.304 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
People who do not answer the question or give a round around should be fired on the spot and arrested . Government is so dam good at this crap .
People who do not answer the question or give a round around should be fired on the spot and arrested . Government is so dam good at this crap .
Identity Attack0.049761772
Insult0.5332045
Profanity0.64460015
Threat0.054947287
Severe Toxicity0.029626917
Moderate 0.6744087 Low Con 0.215 Insult Policy_Critique
Oct 9, 2025 IRCC Names India in Study …

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.