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 lost me on your …" 162 comments · Page 2 of 7
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the …
Pure racism - that Portuguese guy is pretty much the same as Indian folks: non white, came in as immigrant, maintains his culture. This is not the immigration problem - this is economy. Remove the immigration and the situation will be the same: manufacture is lost to China, no new housing built, dumb regulations, inability to incentivise people to live in remote regions, no plan for homeless and addicts and health care system in general. But yeah of course it us easier to fight straw-men.
Identity Attack0.48915586
Insult0.5130944
Profanity0.19893537
Threat0.019055385
Severe Toxicity0.023076924
Moderate 0.4977744 Constructive 0.572 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Only my heritage is Indian (4th generation in Australia - my great grandparents came here) so obviously I present as one. Of course every South Asian person I meet despises FOBs because they're literally the …
Only my heritage is Indian (4th generation in Australia - my great grandparents came here) so obviously I present as one. Of course every South Asian person I meet despises FOBs because they're literally the problem for all of this. Lack of assimilation, lack of civic sense, lack of fucking common sense. Of course this makes my blood boil. But what I'm genuinely tired of? The endless discrimination. I've lost count how many people profile me or treat me like garbage until we have a 20 second conversation, they hear my accent and I watch in real-time as their body language and frown disappears. It's like watching racism disappear like a light switch. So let me ask all of you a question - how should people like myself, born and raised here handle this? It doesn't end. Everyday, there's a new comment from a new person, another racial slur, another person throwing a bottle at me from their car as I'm walking, another passerby getting aggro at me for no reason, another form of insanity. How should regular people like myself handle this or deal with this? No trolling.
Identity Attack0.44690517
Insult0.42567953
Profanity0.5188411
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.4977744 Constructive 0.741 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my …
\\Not suprised by the polish dude... most polish people i met here living and born in the states have the most racial takes ! I was at a bar in NYC and i lost my ID so i took my American Passport with me as a substitute and I showed the bouncer and he let me in the dive bar and i sat down to order and I hear an Old Polish dude with a accent tell his buddy "well at least we know its legal" as i turned to say "let me see your ID cause your accent is not american" as he started talking shit out loud and I told him" look at the foriegner telling a Mexican American man who is Native to the Americas with Native American ancestry that he does not belong in North America" my friends had my back and the bartneder gave me a free drink and stopped serving the Moron.... want to know something funny... I was born and raised in Brooklyn parkslope and went to a Polish Catholic school from Pre k to kindergarten and i was the only non polish person in the school and I spoke some words in polish as my baby sitter was an old polish woman.
Identity Attack0.4931391
Insult0.4339631
Profanity0.46222726
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.47772613 Constructive 0.686 Personal_Narrative
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
0:29 “tough pill to swallow” the irony of white people complaining about indian people invading their land is not lost on me 😂
0:29 “tough pill to swallow” the irony of white people complaining about indian people invading their land is not lost on me 😂
Identity Attack0.5051609
Insult0.26957804
Profanity0.21997347
Threat0.063352615
Severe Toxicity0.02402156
Moderate 0.46716887 Low Con 0.251 Identity Attack Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
um you are telling us what we already know and have known for months, as for the invasion of the diaper heads we have known THAT for years. They are coming here to wipe out …
um you are telling us what we already know and have known for months, as for the invasion of the diaper heads we have known THAT for years. They are coming here to wipe out the white people and make it another india. We aren't loosing our culture, we have LOST itl too late, son of castro and carnage carney were both placed in their position by the WEF to kill this country so that Claus Schwab can come in and buy it up it is ALL planned and going very well for them. 817,000 people coming into this country is an INVASION not immigration and the majority of them are cochroaches. IMPO
Identity Attack0.4887047
Insult0.4125297
Profanity0.2761231
Threat0.27637172
Severe Toxicity0.13599765
Moderate 0.4574824 Moderate Con 0.36 Unverified_Claim
Sep 8, 2025 Why Canadians Are Turning Against …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. …
Canada is being destroyed by this invasion from India. They are destroying our Canadian culture and replacing it with theirs. Saw videos where they are encouraged to go to food banks and get free food. They’ve done nothing but ruin Canada as they never wanted to become Canadians or accept our culture and beliefs. Every Tim Horton is run by people from India. White Canadians lost their jobs and need not reapply.
Identity Attack0.55044734
Insult0.3388922
Profanity0.051181246
Threat0.03407705
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.464 Identity Attack Identity_Assertion
Dec 26, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Identity Attack0.35299334
Insult0.48627716
Profanity0.038655918
Threat0.010162249
Severe Toxicity0.017481172
Moderate 0.44933176 Moderate Con 0.305
Jun 19, 2025 2 likes How Canada broke its immigration …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in federal politics…immigration is a multi billion dollar industry. There is nothing left in this country for our children and I am truly scared to grow old here with millions of immigrants who hate us and our country, running everything and filling our medical system. Whites are blames for being racist yet anyone with common sense can see whites are the LEAST racist of all. We are doomed, and quite honestly this country isn’t worrh fighting for…we don’t have free speech or the right to self preservation for a country that won’t stfu about ‘human rights’
Identity Attack0.5135796
Insult0.39743927
Profanity0.089370176
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4475325 Constructive 0.502 Identity Attack Fear_Threat
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
You know there is a huge difference between the Indian shelter or their church and the shelter for homeless people. They seem to be good working families compared to the drug white addicts. You can …
You know there is a huge difference between the Indian shelter or their church and the shelter for homeless people. They seem to be good working families compared to the drug white addicts. You can blame immigrants all you want, but see your own people lost in drugs and not do anything
Identity Attack0.5124616
Insult0.40243408
Profanity0.15985115
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.574 Identity Attack
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, you're truly crazy! You could have lost your life at any moment! God bless you and keep you healthy! 🙏
Tyler, you're truly crazy! You could have lost your life at any moment! God bless you and keep you healthy! 🙏
Identity Attack0.006955597
Insult0.5130944
Profanity0.094542764
Threat0.0347677
Severe Toxicity0.013349563
Moderate 0.4274071 Constructive 0.542 Insult Solidarity
Feb 17, 2026 Inside Canada's Indian Invasion...
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and …
Scamming their way into the West is an industry to India. Not wanting your country to turn into India is not "racist"- that word lost all meaning. You know what's hateful? The massive theft and car-jackings, taking jobs from our youth and causing a job crisis, taking advantage of our refugee system and taking advantage of our food banks. How about the insane amount of SA crimes on children, and bringing their turf wars here. They gotta go, we're so bloody sick of India. India and China needs to leave our country. Lock the doors
Identity Attack0.46028158
Insult0.40975618
Profanity0.2188925
Threat0.064969026
Severe Toxicity0.023645958
Moderate 0.4274071 Constructive 0.65 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants …
okay the white guy on the bike lost me when he said " google the average iq of africa" bro have you seen the average american iq? it's going higher bcz it's boosted by immigrants from not america. also africa isn't a country
Identity Attack0.50515604
Insult0.26957804
Profanity0.16636424
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.457 Identity Attack Unverified_Claim
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now. It was deliberately planned decades ago, slow opening by the Conservatives …
Roxham Rd. was a human trafficking open door with RCMP baggage handlers for years,,,, then hell broke loose and we've lost the country now. It was deliberately planned decades ago, slow opening by the Conservatives then flood gates by the Liberals. Canada is Captured and destoyed and Canadian TAXPAYERS are paying these people 81,000 per year WTF? 1st in line for healthcare, free extended healthcare, furniture, HOUSING, taxi money and free banking for CRIMINALS THESE PEOPLE DON'T PAY TAXES THEY TAKE FROM OUR TAX BASE - ITS TREASON ! WHERE'S THE LAWS IN CANADA THAT LEGISLATED THIS CRIME.
Identity Attack0.09245483
Insult0.41767508
Profanity0.36230123
Threat0.01698343
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.407 Unverified_Claim
Feb 17, 2026 16 likes LILLEY UNLEASHED: The fall of …
Your ancestors annihilated the aborigines and now you're complaining. Canada is a British satellite state. Remember your ancestors colonized the world, destroyed so many civilizations and millions of people lost lives. Not to mention they …
Your ancestors annihilated the aborigines and now you're complaining. Canada is a British satellite state. Remember your ancestors colonized the world, destroyed so many civilizations and millions of people lost lives. Not to mention they looted the world and now you're crying.
Identity Attack0.32184324
Insult0.34203702
Profanity0.091633186
Threat0.12536226
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.428
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
When they lost the war in sri lanka canada took in so many ter*orists. 😂
When they lost the war in sri lanka canada took in so many ter*orists. 😂
Identity Attack0.33060804
Insult0.36798462
Profanity0.28364125
Threat0.030969119
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.153 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people …
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people work in every fast food joint ther is cause the owners can pay them minimum wage and they don’t cry about it most don’t act like ther in Canada they should adapt our culture not Thers dress like us young people have no we’re to find a job I see cars with punjab on them all over the place how about a Canada flag and some of our clothes I have my room me and my dog I can’t afford to live and cpp cuts me I’m in the lowest bracket ther is so this month I might be homeless they come here get everything I’m 67and I don’t have a pot to piss in o have medical problems and shouldn’t work but I’ve thought of going back to work the cost of living they take m PPP net from me cause they don’t care about us old people I need 7 cases of insure ninth cause I’ve lost to much Weight and now they want a hundred dollar bill for my drug plan a deductable I don’t get it also I’ll be homeless in sept 16 living in a room I won’t be able to find a room I m not a punjab put a Canadian flag on no car not punjab they come here to go to scool work 2 or 3 jobs to bring the rest of ther people here it’s a fact if you want to live here dress and t talk like us why did u leave if you want that culture leave it were you came from exactly leave it at the door
Identity Attack0.2308735
Insult0.4378843
Profanity0.07676199
Threat0.008789998
Severe Toxicity0.013607788
Moderate 0.3972142 Constructive 0.612 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Love the food, hate the people lol 😂 y'all are lost!
Love the food, hate the people lol 😂 y'all are lost!
Identity Attack0.055218685
Insult0.2838064
Profanity0.12286829
Threat0.012440704
Severe Toxicity0.014705247
Moderate 0.39669925 Moderate Con 0.363 Humor_Satire
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Identity Attack0.36702603
Insult0.40243408
Profanity0.064458095
Threat0.03407705
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.466 Policy_Critique
Nov 20, 2025 Quebec Ends Economic Immigration Program …
Carney should get lost
Carney should get lost
Identity Attack0.05794714
Insult0.1505596
Profanity0.1308005
Threat0.42133212
Severe Toxicity0.021548226
Moderate 0.37795907 Low Con 0.28 Policy_Critique
Jan 19, 2026 Canada’s new rules in 2026
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No …
The NDP is the perfect Petri dishe Singh was called out years in advance for putting his pension ahead of his NDP brethren. "parasite on society" And was willing to lie cheat and steal. No sense of Urgency Singh could have pulled Off the biggest win in for the NDP but Greed got in Singh way 100 % From Hero with Jack Layton to Zero !! "lost Liberal decade" Pierre Marcel Poilievre for PM asap
Identity Attack0.020882076
Insult0.4596616
Profanity0.07514556
Threat0.009023022
Severe Toxicity0.01083374
Moderate 0.37795907 Moderate Con 0.405 Call_To_Action
Feb 17, 2026 48 likes LILLEY UNLEASHED: The fall of …
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Identity Attack0.46028158
Insult0.1823172
Profanity0.016889455
Threat0.007365964
Severe Toxicity0.01412424
Moderate 0.37751234 Low Con 0.248
Aug 29, 2025 3 likes Why Canadians Are Turning Against …
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into …
The larger issue you don’t seem to understand or convey in your video is the fact that this racist and ignorance-fuelled behaviour becoming so normalized without thinking about the deeper issues at hand trickles into society at large is it eventually seeps into racism in general towards other cultures (although it’s not right towards any culture or ethnicity). Basically if you’re not white or white passing people become less inclusive or accepting, or write you off thinking you’re a foreigner (have seen this being experienced by a lot of Canadian born friends). This is all in all a reflection of the failing critical thinking skills in our society and dumbing down of our culture. If you think you’re gonna sit cushy and you’re safe because you’re not one of the indians, well you just might be next! People have lost empathy and decency. A lot of the videos posted online are exaggerated posts to garner views and engagement, but it’s not necessarily the truth.
Identity Attack0.34324843
Insult0.35677677
Profanity0.12727508
Threat0.010783645
Severe Toxicity0.01935331
Moderate 0.37751234 Constructive 0.708 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for …
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for over 200 years so bad and people lost there wealth, the property from the famine, there culture had been ruined particularly in the north-eastern India, these Indians are not north-eastern. They are not doing anything evil, satanic, look to your churches for that, there were some really twisted things happening there with the authority and church fathers and pedophilia and buried of children and countless other scanerios torture chambers, torturing women, church vs government...
Identity Attack0.41052565
Insult0.2659317
Profanity0.21564959
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.536
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say …
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say about Indians today is what the First nation people say about the white skins. The First Nation people cultivated the land, lived in harmony and took care of their society. The Indians do the same. The only odd man out here is the White Skins. The White Skins colonized the Canadian land. The White Skins also colonized the Indian subcontinent for nearly 200 years. But where the First Nations people lost the wars and were packed into Reservations, Indians fought, won and expelled the White Skins. Then the Indians went where ever the White Skins went. But the difference is that Indians never colonized the land. They always adapted to the native land, culture, language, customs and resources while also maintaining the connect to their land of origin. While White Skins converted the natives, the Indians adapted to the natives and also shared the cultural values. While the White Skins arrogantly executed the natives and exploited their resources, Indians learned to co-exist by adapting and learning. While the White Skins were busy profiteering from the misery of the natives, Indians shared knowledge, power, wealth, education and lived by ancient cultural values passed on from generations that have survived disasters, wars, misery and greed.
Identity Attack0.44690517
Insult0.22303216
Profanity0.06596114
Threat0.024235269
Severe Toxicity0.019740647
Moderate 0.36456755 Constructive 0.669
Sep 25, 2025 5 likes 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.