Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: Tox: 0.5 – 1 4,704 comments · Page 119 of 189
India is better than lazy islamic jihadis trying to take over the world
India is better than lazy islamic jihadis trying to take over the world
Identity Attack0.6007182
Insult0.5208188
Profanity0.3051381
Threat0.063999176
Severe Toxicity0.18844056
Moderate 0.60254884 Low Con 0.159 Identity Attack Insult Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people …
look im not a public figure so i can say this openly without being "cancelled". This is how racism starts. People aren`t inherently racist towards indians RIGHT NOW but give it multiple generations of people who are sick of this shit raising kids and those kids will grow up to hate. Thats all im gonna say.
Identity Attack0.41222036
Insult0.48228607
Profanity0.57236236
Threat0.03165977
Severe Toxicity0.16233426
Moderate 0.60254884 Moderate Con 0.454 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada Gonna smell like 💩 now 🇮🇳🤮
Canada Gonna smell like 💩 now 🇮🇳🤮
Identity Attack0.5051593
Insult0.5270482
Profanity0.34099978
Threat0.039947584
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.181 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They all come here because they're Master scammers. Do you think for one second they came here without fraudulent documentation or fraudulent means to actually stay here? They come here because we are fools that …
They all come here because they're Master scammers. Do you think for one second they came here without fraudulent documentation or fraudulent means to actually stay here? They come here because we are fools that allow them to abuse our system!
Identity Attack0.14661247
Insult0.6336687
Profanity0.26614267
Threat0.0103175985
Severe Toxicity0.023076924
Moderate 0.60254884 Low Con 0.283 Insult Unverified_Claim
Jan 28, 2026 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 …
Tyler, go to Flushing , New Yorks new China dirty, smelly town.
Tyler, go to Flushing , New Yorks new China dirty, smelly town.
Identity Attack0.5135796
Insult0.5739874
Profanity0.11601777
Threat0.008531082
Severe Toxicity0.028730227
Moderate 0.60254884 Low Con 0.182 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Im european, and i really hope that canadians will do somethings about this. If not, it will become a shithole like europe
Im european, and i really hope that canadians will do somethings about this. If not, it will become a shithole like europe
Identity Attack0.46050715
Insult0.47384647
Profanity0.6001929
Threat0.029587816
Severe Toxicity0.10702737
Moderate 0.6020386 Moderate Con 0.319 Fear_Threat
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Wtf did Africans do to that guy 😂😂😂😂
Wtf did Africans do to that guy 😂😂😂😂
Identity Attack0.5135796
Insult0.3388922
Profanity0.5013569
Threat0.019055385
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.29 Identity Attack Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Really Really, does this look like a respectful way to pray to your god, asses up ????????????????
Really Really, does this look like a respectful way to pray to your god, asses up ????????????????
Identity Attack0.1035157
Insult0.4339631
Profanity0.5013569
Threat0.012492486
Severe Toxicity0.13599765
Moderate 0.6020386 Low Con 0.198 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
The guy with the bike who is self proclaimed white trash is so low iq that he's more happy with Indians than Muslims who are clean successful and peaceful in both US and Canada.
The guy with the bike who is self proclaimed white trash is so low iq that he's more happy with Indians than Muslims who are clean successful and peaceful in both US and Canada.
Identity Attack0.6007182
Insult0.5678696
Profanity0.22321637
Threat0.009100696
Severe Toxicity0.05025077
Moderate 0.6020386 Moderate Con 0.304 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
At least one province has balls .
At least one province has balls .
Identity Attack0.029660052
Insult0.22303216
Profanity0.48510036
Threat0.010265815
Severe Toxicity0.023076924
Moderate 0.6020386 Low Con 0.171
Nov 29, 2025 Quebec Ends Economic Immigration Program …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation. The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Identity Attack0.27171627
Insult0.6308392
Profanity0.43272525
Threat0.011249693
Severe Toxicity0.024960563
Moderate 0.6020386 Constructive 0.749 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wow Canadians are racists
Wow Canadians are racists
Identity Attack0.6007182
Insult0.49389273
Profanity0.17987521
Threat0.008764107
Severe Toxicity0.040387187
Moderate 0.6020386 Low Con 0.273 Identity Attack Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Just because we don't believe in multiculturalism doesn't make us racist. It means we like our country's culture as it is and don't want to conform to another's radical ass ways
Just because we don't believe in multiculturalism doesn't make us racist. It means we like our country's culture as it is and don't want to conform to another's radical ass ways
Identity Attack0.24150419
Insult0.37960073
Profanity0.5722072
Threat0.008738215
Severe Toxicity0.023692908
Moderate 0.6020386 Moderate Con 0.436 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
Pierre Poilievre will get rid of all these criminal scumbags and send them back to where they came from!
Pierre Poilievre will get rid of all these criminal scumbags and send them back to where they came from!
Identity Attack0.36942887
Insult0.6308392
Profanity0.2963245
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.202 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
Deport the Indians
Deport the Indians
Identity Attack0.6649212
Insult0.3388922
Profanity0.2253223
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.286 Identity Attack Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
That statue of that beast humanoid God standing there is disgusting. That shouldn't be allowed. Wtf is that thing. Praying and paying homage to some creature is weird. These people are not Canadian
That statue of that beast humanoid God standing there is disgusting. That shouldn't be allowed. Wtf is that thing. Praying and paying homage to some creature is weird. These people are not Canadian
Identity Attack0.39207554
Insult0.54471385
Profanity0.45028755
Threat0.0138755
Severe Toxicity0.15179962
Moderate 0.6020386 Low Con 0.29 Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I hate Tyler omg stop posting
I hate Tyler omg stop posting
Identity Attack0.27798235
Insult0.40189892
Profanity0.28364125
Threat0.029933142
Severe Toxicity0.024772761
Moderate 0.6020386 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Fuck yes Tyler! Thank you my brother! Save Canada!
Fuck yes Tyler! Thank you my brother! Save Canada!
Identity Attack0.026007013
Insult0.3126888
Profanity0.73341435
Threat0.009644418
Severe Toxicity0.07542343
Moderate 0.6020386 Moderate Con 0.454
Jan 27, 2026 Inside Canada's Indian Invasion...
The khalistani Sikhs (not the good Sikhs like we have in India) are going to face a similar fate like the muslims in hell
The khalistani Sikhs (not the good Sikhs like we have in India) are going to face a similar fate like the muslims in hell
Identity Attack0.6320481
Insult0.4596616
Profanity0.38483799
Threat0.3485223
Severe Toxicity0.34942797
Moderate 0.6020386 Low Con 0.239 Identity Attack Fear_Threat
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Give indigenous people back to their land, and all whites and black African Asian will go back to their original country 😂😂😂
Give indigenous people back to their land, and all whites and black African Asian will go back to their original country 😂😂😂
Identity Attack0.6649212
Insult0.39743927
Profanity0.2317999
Threat0.13228847
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.118 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Virtue signaling liberals will always co-sign being invaded and outbred into the minority, until their own country resembles the shit hole the invaders fled from, you can always bet on that.
Virtue signaling liberals will always co-sign being invaded and outbred into the minority, until their own country resembles the shit hole the invaders fled from, you can always bet on that.
Identity Attack0.39461556
Insult0.5130944
Profanity0.57488567
Threat0.03373172
Severe Toxicity0.12282934
Moderate 0.6020386 Low Con 0.184 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Please interview in the muslim areas if you have b****. 😆
Please interview in the muslim areas if you have b****. 😆
Identity Attack0.5075293
Insult0.4534306
Profanity0.5365423
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.192 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
if you enter someone else's house, you take your damn shoes off at the door and be polite to the host
if you enter someone else's house, you take your damn shoes off at the door and be polite to the host
Identity Attack0.02138452
Insult0.34626248
Profanity0.6983885
Threat0.014393489
Severe Toxicity0.026936848
Moderate 0.6020386 Moderate Con 0.382 Moral_Argument
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Cope bitches 😂😂😂
Cope bitches 😂😂😂
Identity Attack0.13163337
Insult0.54471385
Profanity0.759977
Threat0.013010317
Severe Toxicity0.2733782
Moderate 0.6020386 Low Con 0.237 Insult Humor_Satire
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.