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: "That's just what we want …" 1,718 comments · Page 7 of 69
Racist whyte Canadians created this mess,because they wanted to replace black Canadians in the workplace, because they feel uncomfortable working alongside black Canadians.
Racist whyte Canadians created this mess,because they wanted to replace black Canadians in the workplace, because they feel uncomfortable working alongside black Canadians.
Identity Attack0.6649212
Insult0.48399165
Profanity0.1352073
Threat0.00899713
Severe Toxicity0.035007052
Moderate 0.6027529 Low Con 0.297 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
India is a dirty country and poor country. Nobody wants people who can't keep their own country clean to come and phuck up their countries too.
Identity Attack0.6007182
Insult0.5130944
Profanity0.37923992
Threat0.022853967
Severe Toxicity0.20984669
Moderate 0.60254884 Low Con 0.292 Identity Attack Insult Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
Sucks how we European - Canadians stole this land and desperately want to call it our land and only want Europeans here.
Sucks how we European - Canadians stole this land and desperately want to call it our land and only want Europeans here.
Identity Attack0.55044734
Insult0.5130944
Profanity0.41570562
Threat0.009204263
Severe Toxicity0.08595808
Moderate 0.60254884 Moderate Con 0.315 Identity Attack Insult Moral_Argument
Feb 23, 2026 3 likes Inside Canada's Indian Invasion...
Being racist against Indians and not wanting them in your country because they are Indian, is ok
Being racist against Indians and not wanting them in your country because they are Indian, is ok
Identity Attack0.65625757
Insult0.35849577
Profanity0.25184435
Threat0.2566701
Severe Toxicity0.19761463
Moderate 0.60254884 Low Con 0.279 Identity Attack Identity_Assertion
Feb 18, 2026 5 likes Inside Canada's Indian Invasion...
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...
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move …
My thing is the people who want to hate on white ppl but then they move to white countries or the people who were born in America tht jus talk shit like they cant move somewhere else sure America has its problems but compared to anywhere else we have it amazing not saying it couldnt improve but i damn sure wouldnt wanna live no where else and nether do these ppl tht talk shit cuz they dont leave cuz if they did they would find out how good we have it in America and how blessed we are to be Americans
Identity Attack0.48949075
Insult0.46625584
Profanity0.57236236
Threat0.060119797
Severe Toxicity0.232236
Moderate 0.6020386 Constructive 0.561 Identity_Assertion
Jan 27, 2026 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 …
dude at 4:52 makes me sick. U can have an opinion on not wanting as many immigrants but saying that is disgusting
dude at 4:52 makes me sick. U can have an opinion on not wanting as many immigrants but saying that is disgusting
Identity Attack0.37082586
Insult0.5130944
Profanity0.27882218
Threat0.012337137
Severe Toxicity0.02402156
Moderate 0.6020386 Moderate Con 0.447 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Naperville illinois is basically the same thing. Huge Indian population. Setting up their own cultural areas within the city. Overtaking entire shopping districts. Forcing their ideals on others. You come to American for the opportunity …
Naperville illinois is basically the same thing. Huge Indian population. Setting up their own cultural areas within the city. Overtaking entire shopping districts. Forcing their ideals on others. You come to American for the opportunity and yet you want to turn it into the shithole you came from.
Identity Attack0.46028158
Insult0.5130944
Profanity0.541926
Threat0.012647836
Severe Toxicity0.16496792
Moderate 0.6020386 Moderate Con 0.402 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
White people claiming to be "Christian" but wanted to gatekeep their standard of living from poor people are going to hell. PeriodT.
White people claiming to be "Christian" but wanted to gatekeep their standard of living from poor people are going to hell. PeriodT.
Identity Attack0.58354634
Insult0.4339631
Profanity0.39409557
Threat0.14485972
Severe Toxicity0.16960317
Moderate 0.60152835 Low Con 0.271 Identity Attack Moral_Argument
Feb 14, 2026 Inside Canada's Indian Invasion...
Why would anyone in canada want to sneak into the US? So they can pay for healthcare? LOL. What a dumb narrative.
Why would anyone in canada want to sneak into the US? So they can pay for healthcare? LOL. What a dumb narrative.
Identity Attack0.17925262
Insult0.6308392
Profanity0.20139475
Threat0.008789998
Severe Toxicity0.017481172
Moderate 0.60152835 Low Con 0.196 Insult Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
We may live in the same world but if the majority wont hire or house the minority it's war. Fucking war or not war, Pick which you people want.
We may live in the same world but if the majority wont hire or house the minority it's war. Fucking war or not war, Pick which you people want.
Identity Attack0.055673428
Insult0.25602314
Profanity0.70864636
Threat0.06690872
Severe Toxicity0.038593806
Moderate 0.60152835 Low Con 0.29 Fear_Threat
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
CONSIDER ME THE KKK THEN BECAUSE I DONT WANT THESE PARASITES IN AMERICA THEY ARE NOT WELCOME AND I AM GLAD MORE AND MORE PEOPLE ARE STARTING TO FEEL THE SAME WAY I DO!..I DONT …
CONSIDER ME THE KKK THEN BECAUSE I DONT WANT THESE PARASITES IN AMERICA THEY ARE NOT WELCOME AND I AM GLAD MORE AND MORE PEOPLE ARE STARTING TO FEEL THE SAME WAY I DO!..I DONT WANT TO END UP LIKE THE UK OR CANADA I AM SO THANKFUL THAT WE HAVE A PRESIDENT WHO FEELS THE SAME WAY ALSO AND THE WAY HE'S SETTING US UP FOR THE NEXT PRESIDENT TO CARRY OUT HIS PLANS SO WE CAN KEEP AMERICA TRADITIONAL!❤
Identity Attack0.46028158
Insult0.5678696
Profanity0.2963245
Threat0.09929679
Severe Toxicity0.16960317
Moderate 0.5972042 Moderate Con 0.493 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Nobody wants Indians in their country
Nobody wants Indians in their country
Identity Attack0.6649212
Insult0.33964422
Profanity0.20016506
Threat0.056563694
Severe Toxicity0.16960317
Moderate 0.5972042 Low Con 0.229 Identity Attack Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
The guy on the bike that the losers in the comment section said should be the PM for Canada is a white inferiorist who knows nothing of history. And it’s unbeknownst to him that the …
The guy on the bike that the losers in the comment section said should be the PM for Canada is a white inferiorist who knows nothing of history. And it’s unbeknownst to him that the IQ for the average white man today is much less than the IQ of the average white man say in the 1950s but wants to talk about the IQ of black people in Africa. And he says that he’s a racist but hes also a broke loser thats why he’s in the state that he’s in. The fact that you have a bunch of low IQ people in the comments butt hurt about the immigration saying that the guy on the bike should be the PM of Canada tells me what I need to know about them as well.
Identity Attack0.5135796
Insult0.6306599
Profanity0.17055123
Threat0.012285355
Severe Toxicity0.024866661
Moderate 0.5972042 Moderate Con 0.306 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
WOW ! Canada is screwed. Unbelievable 😢. Keep em in Canada. The United States don't want them.
WOW ! Canada is screwed. Unbelievable 😢. Keep em in Canada. The United States don't want them.
Identity Attack0.46028158
Insult0.5423875
Profanity0.39409557
Threat0.011430934
Severe Toxicity0.06488878
Moderate 0.5972042 Low Con 0.266 Insult Fear_Threat
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and …
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and any politician who takes a majority of them back would have my vote. My father escaped a south asian sh**hole country, I did not ask nor ever want to return there and they are just brazenly bringing their crappy sh** over here by the dozen. I'm under severe Indian Fatigue
Identity Attack0.5135796
Insult0.5130944
Profanity0.541926
Threat0.038220957
Severe Toxicity0.20067264
Moderate 0.5921536 Constructive 0.645 Identity Attack Insult
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
They want to be replaced. Pathetic self hate
They want to be replaced. Pathetic self hate
Identity Attack0.018972786
Insult0.6308392
Profanity0.20375896
Threat0.012130005
Severe Toxicity0.017287504
Moderate 0.5921536 Low Con 0.169 Insult Fear_Threat
Feb 12, 2026 Canada's tighter immigration policy divides …
8:42 mf khalistani gangster wants to destroy india .
8:42 mf khalistani gangster wants to destroy india .
Identity Attack0.49584505
Insult0.37960073
Profanity0.29209393
Threat0.4352635
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.134 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Go get them at Tim Hortons, burger king, mcdonalds, subway and every restaurant in canada!!!!! These restaurants won't hire white Canadians but employ illegal indians and muslims, we want them deported now!!!!!
Go get them at Tim Hortons, burger king, mcdonalds, subway and every restaurant in canada!!!!! These restaurants won't hire white Canadians but employ illegal indians and muslims, we want them deported now!!!!!
Identity Attack0.6637263
Insult0.40975618
Profanity0.08678388
Threat0.10696311
Severe Toxicity0.05473421
Moderate 0.5885171 Moderate Con 0.341 Identity Attack
Oct 21, 2025 1 likes IRCC Names India in Study …
Fun how Canada if against these fraudes 79k person But when Lebanon decided to kick the 2.5Millions Syrians in Lebanon 4.5 M lebanese who. Has no papers only 300k have legal papers no rights and …
Fun how Canada if against these fraudes 79k person But when Lebanon decided to kick the 2.5Millions Syrians in Lebanon 4.5 M lebanese who. Has no papers only 300k have legal papers no rights and even confirmed by the UNHCR , and that we have no data for their criminal record and they create lot of crimes and when its in their advantage all one them goes for holidays in Syria " while its supposed to be dangerous" Canada opposed on returning them . Hahah stupid government I think I will support these fraudulent indian lol * nah I dont support them * but you need to be fair , you dont wanna take those Syrians no country wanted them and you dont want Lebanon to return them
Identity Attack0.32476485
Insult0.6308392
Profanity0.22562476
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.5885171 Constructive 0.55 Insult
Sep 29, 2025 IRCC Names India in Study …
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you …
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you one Damm thing, not one of these Indians are on governments benefits, they are working their socks off unlike others from a certain religion such as the recent Minnesota problem. Furthermore how many own a house there as compared to what you people call a Canadian white person, it will be interesting to know the facts. And no the heavens didn’t open up on them with gold coins raining on their heads 😂. Here in London you get the same occasional problem where non educated white people start to moan and can’t tell the difference between an Indian person or Pakistani, by the way Indians own the most homes in London have a think why!! They actually go out and work and want to achieve something In life!!
Identity Attack0.57150364
Insult0.54471385
Profanity0.39409557
Threat0.013528148
Severe Toxicity0.16960317
Moderate 0.5885171 Constructive 0.635 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
For decade these liberals has with their wokist idiots ideology have destroyed our army. They have gave to Ukraine most of our equipment and $24 billions of dollars of taxes money. Without any referendum or …
For decade these liberals has with their wokist idiots ideology have destroyed our army. They have gave to Ukraine most of our equipment and $24 billions of dollars of taxes money. Without any referendum or accountability or traceability. Zenlesky is under scrutiny for fraud bot still because Russia took over Brookfield nuclear power, they are loosing money so Carney doesn't want to lose his investments. This con carneychio sneaky snake grifter is using our taxes money for his own personal gain with profits to Brookfield. This needs to stop. Ethics commissioner ain't serving Canadian.
Identity Attack0.21075934
Insult0.6336687
Profanity0.29209393
Threat0.019918699
Severe Toxicity0.023974609
Moderate 0.5885171 Moderate Con 0.39 Insult Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
makes me want to vomit when i hear them talk!!!! 🤢🤢🤢🤮🤮🤮🤮
makes me want to vomit when i hear them talk!!!! 🤢🤢🤢🤮🤮🤮🤮
Identity Attack0.029660052
Insult0.3388922
Profanity0.3366329
Threat0.15434735
Severe Toxicity0.16496792
Moderate 0.5885171 Moderate Con 0.33 Fear_Threat
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not …
they arent even trying to assimilate. their food sucks. if they want to stay, they should have to open up a KFC or mcdonalds. come one guys. you came to a better country. why not eat the better western food? yall still eating that nasty turd world food? upgrade your food game.
Identity Attack0.28034934
Insult0.54525656
Profanity0.39670458
Threat0.00951496
Severe Toxicity0.041283876
Moderate 0.5885171 Low Con 0.157 Insult Identity_Assertion
Sep 19, 2025 1 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.