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: "You all in Ontario and …" 271 comments · Page 3 of 11
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
The Liberals and NDP are straight up criminals. There are over 800 fake Indian run colleges in Ontario.
Identity Attack0.43256098
Insult0.47384647
Profanity0.0816113
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.45396814 Low Con 0.183 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in a small town in Ontario. And our Tim Hortons is all Indians. They’re slow both physically and mentally and can’t seem to manage the simplest of tasks
I live in a small town in Ontario. And our Tim Hortons is all Indians. They’re slow both physically and mentally and can’t seem to manage the simplest of tasks
Identity Attack0.47178617
Insult0.43450394
Profanity0.09324962
Threat0.011974656
Severe Toxicity0.023076924
Moderate 0.4394682 Moderate Con 0.487 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. …
As an white american with white skin I want to have as many indians as possibly move to my home-town. I want a militant hindu state in my back yard subsidized with my tax dollars. I want hindu death squads delivering my mail and suspecting that a white american lives in my house which is true. I want to admire from afar massive temples as they erect them. I want to fear for the lives of my friends and family. I want the thrill of knowing I’m running out of time. I want this. I want Ontario in my back yard. I want india. I want it so bad I need it now. I need india and I need cows and curry. I can’t take it.
Identity Attack0.5135796
Insult0.33154017
Profanity0.257327
Threat0.34804323
Severe Toxicity0.11492836
Moderate 0.43720075 Moderate Con 0.431 Identity Attack Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, …
RUBBISH! Brampton, Ontario has not been "a small, farm town" since the early 1800's. Brampton is squarely located in the Golden Horseshoe which hugs the western shore of Lake Ontario, from Oshawa to Niagara Falls, in one of Canada's most densely-populated regions.
Identity Attack0.021786476
Insult0.4747285
Profanity0.11168506
Threat0.0067445673
Severe Toxicity0.011062622
Moderate 0.43230394 Moderate Con 0.448 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I …
12:47 It’s not about color! It’s about coming in and taking over what used to be a smaller city and completely making it unrecognizable. I lived in downtown Brampton from 1997 to 2011 and I loved it and I worked my ass off at a steel plant in Mississauga. Don’t give me wrong. I worked with people up all faiths-and friends with every single one of them. Where are the Catholic churches? Where are the 50s diners? Where are the Canadian owned shops? Where the hell is Brampton Ontario? I don’t even recognize it!!! And it’s a place that I loved and lived. But where are the Canadians? I don’t care where people come from. My cousin was adopted from India and she was the sweetest person you would ever meet. What once was a smaller Canadian city has now been taken over and become India. And that’s wrong for ppl to do on every level- by ANYONE FROM ANY OTHER COUNTRY! You don’t take over a beautiful Canadian city and make it your own from where you came from - you respect what it was before you came.
Identity Attack0.2803029
Insult0.3388922
Profanity0.40783462
Threat0.016465442
Severe Toxicity0.023692908
Moderate 0.4269174 Constructive 0.747
Oct 29, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that …
here in my city in ontario canada.. we are just flooded with immigrants. im talking muslim and indian.. theres so many of them here buying up properties and houses and getting shiny new cars that it doesnt even feel like canada anymore. they get benefits from the government while other people born in this country have to suffer. hell i walked into a tim hortons and everyone working there is either muslim or indian. i walk into a grocery store and it feels so awkward because i feel like im in another country half the time with all the foreigners there..
Identity Attack0.4887047
Insult0.36537176
Profanity0.29209393
Threat0.02613456
Severe Toxicity0.02402156
Moderate 0.4269174 Moderate Con 0.494 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left …
Im in kingston ontario and quality of life is plummeting because of immigrants. Quiet streets are now loud, cars parked up and down every street because Indians live 8 guys in one house--- garbage left out for weeks loud music and fireworks til 3am--- on weekdays. Cars been hit twice in past 5 years-- both Indians. Indians work everywhere--so, service quality everywhere you go has dropped severely---- community isn't a community anymore.
Identity Attack0.46050715
Insult0.344702
Profanity0.05393682
Threat0.009566744
Severe Toxicity0.021419114
Moderate 0.4014846 Constructive 0.656 Fear_Threat
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Ontario….Where all The Turds Go To Circle .
Ontario….Where all The Turds Go To Circle .
Identity Attack0.21866
Insult0.4302003
Profanity0.196476
Threat0.010343489
Severe Toxicity0.018449519
Moderate 0.39644176 Low Con 0.078 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Well done Quebec 👏! Stop Islam from ruining your province. Hopefully Ontario will do the same
Well done Quebec 👏! Stop Islam from ruining your province. Hopefully Ontario will do the same
Identity Attack0.4774257
Insult0.17486192
Profanity0.02836696
Threat0.030969119
Severe Toxicity0.014253352
Moderate 0.39021665 Moderate Con 0.395 Identity_Assertion
Nov 20, 2025 4 likes Quebec Ends Economic Immigration Program …
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Thanks for covering this disaster you should see the ones outside of Ontario absolute plague on society
Identity Attack0.1444726
Insult0.36798462
Profanity0.04742365
Threat0.05236103
Severe Toxicity0.014382465
Moderate 0.37751234 Moderate Con 0.386 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post …
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post national Chinada. Because We don t have our french country or state. The freak liberal from Ottawa push multi culturalisme Law to wipe us from our french state and Hope soon to be country or state. We dont want to lose our french heritage and it will be great if We can become the first french state of america or french country. Thx to expose the fail country of Canada
Identity Attack0.36702603
Insult0.3682569
Profanity0.21564959
Threat0.05397744
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.469 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They have a Trump Derangement Syndrome sports in Ontario 😂 @ 6:65
They have a Trump Derangement Syndrome sports in Ontario 😂 @ 6:65
Identity Attack0.17925262
Insult0.38406035
Profanity0.032894265
Threat0.0076507707
Severe Toxicity0.0128976675
Moderate 0.37751234 Low Con 0.226 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Doug Ford, the Ontario government is hurting the healthcare system on purpose, low pay, fewer workers. They want the healthcare system to suck so that private healthcare will start growing.
Doug Ford, the Ontario government is hurting the healthcare system on purpose, low pay, fewer workers. They want the healthcare system to suck so that private healthcare will start growing.
Identity Attack0.019676208
Insult0.3126888
Profanity0.3051381
Threat0.0082074385
Severe Toxicity0.0128976675
Moderate 0.37751234 Moderate Con 0.348
Aug 25, 2025 Why Canadians Are Turning Against …
BC and Ontario Creating mess in Canada with International students then them parents visitor visas Spouse and kids Uncle Aunt Cousin Whole Package for PGWP Students from India and Mass amount of Temp Status Holder. …
BC and Ontario Creating mess in Canada with International students then them parents visitor visas Spouse and kids Uncle Aunt Cousin Whole Package for PGWP Students from India and Mass amount of Temp Status Holder. Quebec must Protect them self. From Canadian Crazy Immigration IRCC.
Identity Attack0.28034934
Insult0.39743927
Profanity0.029596692
Threat0.007598988
Severe Toxicity0.009841919
Moderate 0.37751234 Moderate Con 0.481 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The indians are in toronto, Saskatchewan, ontario and edmonton. Mostly. And about 90% in b.c. ! And Isnt this indian womans brother one of the ones that has the fraudulent study permit?? Check that out!
The indians are in toronto, Saskatchewan, ontario and edmonton. Mostly. And about 90% in b.c. ! And Isnt this indian womans brother one of the ones that has the fraudulent study permit?? Check that out!
Identity Attack0.43256098
Insult0.2679134
Profanity0.04491858
Threat0.008919456
Severe Toxicity0.013866014
Moderate 0.37751234 Moderate Con 0.474
Oct 2, 2025 IRCC Names India in Study …
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL. Props Tyler, TY bud putting …
French Canadian from Quebec here, this country is rotting. Salute to all my fellows from Ontario, it's a shame and also very worrying to watch "GTA5" driving skill in RL. Props Tyler, TY bud putting the spotlight on the matter. Merci beaucoups, sincerement.
Identity Attack0.2803029
Insult0.37392882
Profanity0.06646215
Threat0.008052089
Severe Toxicity0.013801457
Moderate 0.37751234 Constructive 0.69 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Too late. Quebec and Ontario killed Canada. Bravo
Too late. Quebec and Ontario killed Canada. Bravo
Identity Attack0.25140062
Insult0.15840563
Profanity0.024062896
Threat0.38377953
Severe Toxicity0.019998873
Moderate 0.37694603 Low Con 0.25
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
i live in quebec and its true as soon as you go in ontario there as much indian if not more than canadian all those people who love their country but still moved away should …
i live in quebec and its true as soon as you go in ontario there as much indian if not more than canadian all those people who love their country but still moved away should go back we dont want you here if you don't like it
Identity Attack0.43896464
Insult0.21368977
Profanity0.032643758
Threat0.013528148
Severe Toxicity0.022193791
Moderate 0.37576625 Constructive 0.538
Jan 27, 2026 Inside Canada's Indian Invasion...
Mike Harris cleaned up Ontario when I was there. The system was overrun by Africans, Indians and Chinese. Mike Harris was crucified. Now, we are back to the dark days.
Mike Harris cleaned up Ontario when I was there. The system was overrun by Africans, Indians and Chinese. Mike Harris was crucified. Now, we are back to the dark days.
Identity Attack0.4453683
Insult0.24835461
Profanity0.039657943
Threat0.091630474
Severe Toxicity0.02167734
Moderate 0.3722269 Constructive 0.513
Aug 24, 2025 44 likes Why Canadians Are Turning Against …
Yep we are screwed big time, here in Moncton New Brunswick we only used to have a small number of Immigrants usually a mix of francophone students and refugees properly vetted by immigration. Jobs were …
Yep we are screwed big time, here in Moncton New Brunswick we only used to have a small number of Immigrants usually a mix of francophone students and refugees properly vetted by immigration. Jobs were available for everyone, a small example is the taxi cab drivers who were usually a mix of older semi retired Canadians, Sudanese and Syrian refugees who communicated well and tried to adapt to their new home, Canada. COVID hit and we started seeing Punjabi’s coming in unprecedented numbers, they say as students, from Brampton Ontario?Overnight all Walmart, Taxi/Truck Driving jobs, Tim Hortons, McDonalds were Punjabi jobs who do we blame? Rents are high, jobs once available are unavailable life has become hard where do we run same people voted again for the same government that has destroyed us 😢😢😢.
Identity Attack0.27662867
Insult0.28791866
Profanity0.33453682
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.36867723 Constructive 0.792
Jun 18, 2025 33 likes How Canada broke its immigration …
totally another lie by the governments money sucking corporate voiceBig Brother says these people don't get more yet some have established business and bought housesListen to the lies at your peril now 200 million Ontario …
totally another lie by the governments money sucking corporate voiceBig Brother says these people don't get more yet some have established business and bought housesListen to the lies at your peril now 200 million Ontario is owed by fedshow come seniors and veterans living on nothing
Identity Attack0.017867407
Insult0.3416952
Profanity0.196476
Threat0.0070552654
Severe Toxicity0.01121521
Moderate 0.3625127 Moderate Con 0.47
Jul 26, 2018 1 likes How much do refugees and …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like …
Immigration dividing Canada? Yeah, too many immigrants and refugees results in absolute frustration! Everywhere you look, there's a new arrival. Majority of them are Indians. Predominantly from Punjab... The entire country of Canada smells like curry. Nothing resembles like old Canada. Turbans and beards in every corner. Hijab is the new fashion. English is a thing of the past. This is done because liberal party of Canada needed voters and they opened the flood gates. Here's an example of how bad things are in Canada. Google town of "WAWA" in Ontario Canada. This is an old mining town and it is pretty much dead. Now, look up the Indian population in this one horse town. Now, see what kind of invasion has happened and imagine that situation in a major city. Canada is ruined and funeral services will follow.
Identity Attack0.4006267
Insult0.26957804
Profanity0.049427703
Threat0.009204263
Severe Toxicity0.017416617
Moderate 0.3625127 Constructive 0.562 Identity_Assertion
Feb 13, 2026 Canada's tighter immigration policy divides …
I say yes to those who have our values and beliefs. Middle Eastern and most India people have no values, and their beliefs are about self . We have enough selfish Cabadians . We in …
I say yes to those who have our values and beliefs. Middle Eastern and most India people have no values, and their beliefs are about self . We have enough selfish Cabadians . We in Ontario need to join Alberta in joining the USA . I forgot China, and all from Bricks bations unless you pleg allegiance to join with us not against us .
Identity Attack0.3817989
Insult0.3388922
Profanity0.027137227
Threat0.008052089
Severe Toxicity0.010757446
Moderate 0.36095104 Moderate Con 0.462
Sep 2, 2025 Why Canadians Are Turning Against …

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.