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: "Where do we go from …" 2,613 comments · Page 21 of 105
Saying that Canada needs Indians is disgusting. We don't need them Wingate immigrants from other countries it's racist to say that we need you. Imagine me going to China and saying you need a bunch …
Saying that Canada needs Indians is disgusting. We don't need them Wingate immigrants from other countries it's racist to say that we need you. Imagine me going to China and saying you need a bunch of white people in your country cuz you ship stuff to the United States does that sound pretty racist to you
Identity Attack0.4931391
Insult0.4534306
Profanity0.119731516
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.467
Aug 27, 2025 Why Canadians Are Turning Against …
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food …
Which is better Canada or India? Indians: INDIA! Canadians: Then f'n go back! What pisses me off is these people came here as supposedly rich foreign students only to turn around and drain our food banks while they still had money and claim asylum as soon as their student visa runs out.
Identity Attack0.46028158
Insult0.40420914
Profanity0.3938786
Threat0.012854968
Severe Toxicity0.038593806
Moderate 0.47119883 Moderate Con 0.424 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else …
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else to take care of. This is why their country is one of the dirtiest in all the world. They use the streets as a garbage can or toilet, then just leave it for someone else to clean it up. But, when everyone is raised with this attitude, there's no one left to clean it up. In India, they have the "untouchables". Yes, the caste system is still operating in India, although it's not recognized by the government. It's the untouchables that are supposed to clean up all the trash and feces off the streets, but they never do. They don't get paid to do it. This is why their trash clean up is so poor as far as having trucks go around and pick it up to take to a landfill. There are very few untouchables and the other people won't work for the trash pick up companies, because they feel it's beneath them. So, they trash their country and instead of cleaning it up, they move to another country to trash it. My brother used to be a truck driver for many years. Every time he saw a truck rolled over on it's side, he'd say "Must have been an Indian", because every rolled over truck he ever saw was driven by someone from India. If you look at videos of the traffic in India, you will see lot of trucks rolled over, and you'll see no one pay attention to stop lights, stop signs and everyone just cuts off everyone. This is the individual idea. I have to get somewhere, so I will cut you off to get there. It's always "Me, me, me". This attitude causes so many wrecks. Westerners have a hard time driving in India because we are all raised with everyone in mind, not just ourselves. We are a community, not an individual. We need to put a big wall around India and stop all airplanes going in and out, so they don't spread their diseased ideals of life and end up ruining another country. Do you know why India doesn't really take military training very seriously? Because no other country wants to invade and have to deal with the clean up. At this point, it's just about impossible to ever clean that country up.
Identity Attack0.50588524
Insult0.43450394
Profanity0.3813392
Threat0.046541955
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.685 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
I don't care about the opinions of immigrants. Canada needs 5 million deportations of Indians ALONE, Islam should be banned and MANY Chinese need to be sent packing too. 10 million need to go.
Identity Attack0.5698139
Insult0.24928534
Profanity0.06345607
Threat0.13414288
Severe Toxicity0.023880709
Moderate 0.47119883 Moderate Con 0.396 Identity Attack Fear_Threat
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …. Canada’s all yours … (watches as the nation they’ve built becomes a rat infested despotic welfare state ) it’s all yours y’all … 😂not a problem … the sooner Canadians accept it the sooner it’ll become a third world country the sooner we can take it back and do what we do … 😂 rescue and restore turds off of the global crap heap and then we put nice bow on them
Identity Attack0.36702603
Insult0.4794537
Profanity0.22889622
Threat0.1366716
Severe Toxicity0.08332442
Moderate 0.47119883 Low Con 0.252 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Oh I'll say it....SEND THEM HOME!!!! They have ZERO interest in integrating into our society and into Canada. They want to take Canada over and make another India with their own religion and beliefs. They …
Oh I'll say it....SEND THEM HOME!!!! They have ZERO interest in integrating into our society and into Canada. They want to take Canada over and make another India with their own religion and beliefs. They don't respect our rules, they commit crimes, they litter and use our beaches as their bathrooms. They dump in our green spaces, abuse our food banks, take all our jobs, housing and healthcare. They set up scam companies to give truck licences to East Indians and then send them down the road to kill our citizens. Omg I could go on and on. They look down on us in OUR COUNTRY!!!! Absolutely ridiculous. We need to protest like the UK is protesting or Carney will do NOTHING!!!!😡😡😡😡
Identity Attack0.5051593
Insult0.4339631
Profanity0.13608865
Threat0.067232
Severe Toxicity0.040387187
Moderate 0.47119883 Constructive 0.558 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If the whites are at food banks while the Indians have houses and jobs...perhaps have you considered that white people are just lazy and don't want to work? Imagine having white privilege in a settler …
If the whites are at food banks while the Indians have houses and jobs...perhaps have you considered that white people are just lazy and don't want to work? Imagine having white privilege in a settler colonial state and still complaining about immigrants while going to food banks.
Identity Attack0.55044734
Insult0.41767508
Profanity0.14754629
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.483 Identity Attack
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Those tim Hortons are so dirty, I stopped going there more than 10 years ago
Those tim Hortons are so dirty, I stopped going there more than 10 years ago
Identity Attack0.12735364
Insult0.4986907
Profanity0.21132572
Threat0.009722093
Severe Toxicity0.021548226
Moderate 0.47119883 Moderate Con 0.391 Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
white people doesnt even belong there. They call it an "invasion" as if inmigrants going there were commiting a genocide and purposely erasing their culture.
white people doesnt even belong there. They call it an "invasion" as if inmigrants going there were commiting a genocide and purposely erasing their culture.
Identity Attack0.55044734
Insult0.29383746
Profanity0.16589902
Threat0.09316374
Severe Toxicity0.023599008
Moderate 0.47119883 Moderate Con 0.332 Identity Attack Identity_Assertion
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Pretty soon Canada is going to have a population of 1 Billion. These people reproduce like rabbits...
Pretty soon Canada is going to have a population of 1 Billion. These people reproduce like rabbits...
Identity Attack0.2808415
Insult0.5072643
Profanity0.092279755
Threat0.010369381
Severe Toxicity0.019998873
Moderate 0.46982017 Low Con 0.176 Insult Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Brampton is an absolute dump. It's well known for a long distance in every direction that you do NOT go there, especially if you don't want to die in a car wreck.
Brampton is an absolute dump. It's well known for a long distance in every direction that you do NOT go there, especially if you don't want to die in a car wreck.
Identity Attack0.027614836
Insult0.5130944
Profanity0.16869035
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.46982017 Moderate Con 0.422 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
our parents escaped these, 2day our turn to imitate them and go to find our promised land or call that one our and then, oppose to these manerless parasits or let our brothers and sisters …
our parents escaped these, 2day our turn to imitate them and go to find our promised land or call that one our and then, oppose to these manerless parasits or let our brothers and sisters enjoy their eldorado, poor of them indian lands colons descendants blocking us, today we dont feel 2b home, Karmik 😂
Identity Attack0.48915586
Insult0.48627716
Profanity0.2761231
Threat0.11002964
Severe Toxicity0.12546301
Moderate 0.46982017 Moderate Con 0.304 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
I gotta go throw up. Get’ em the f out of here.
I gotta go throw up. Get’ em the f out of here.
Identity Attack0.027815815
Insult0.27146968
Profanity0.34536663
Threat0.5195707
Severe Toxicity0.03680043
Moderate 0.4645176 Moderate Con 0.353 Threat Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
the hypocricy of cannadians...just go to the public records and search for . income generated to the country from INDIANS & CANIDAINS . the ratio is 63% - 37%... imagine if all INDIANS quit staying …
the hypocricy of cannadians...just go to the public records and search for . income generated to the country from INDIANS & CANIDAINS . the ratio is 63% - 37%... imagine if all INDIANS quit staying there and fly back to other countries. you guys will crumble with inflation
Identity Attack0.44690517
Insult0.48313886
Profanity0.040910475
Threat0.008893564
Severe Toxicity0.016577384
Moderate 0.4645176 Moderate Con 0.404 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
If you are Canadian, you will need to be racist for your survival and the survival of the country. Newcomers go home.
If you are Canadian, you will need to be racist for your survival and the survival of the country. Newcomers go home.
Identity Attack0.48949075
Insult0.37619758
Profanity0.042413518
Threat0.014566151
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.221 Identity_Assertion
Sep 11, 2025 Why Canadians Are Turning Against …
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Holy fok the last few minutes had my anxiety going LOL seemed sketchy asf maan I'd be long gone after my Pizza Pizza
Identity Attack0.019676208
Insult0.14874944
Profanity0.5013569
Threat0.011508608
Severe Toxicity0.043077253
Moderate 0.46186632 Moderate Con 0.46 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Go to war❤❤❤
Go to war❤❤❤
Identity Attack0.18002926
Insult0.08533409
Profanity0.17241211
Threat0.45336214
Severe Toxicity0.16960317
Moderate 0.46186632 Moderate Con 0.368 Call_To_Action
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
IF YOU WANT SHARIA LAW GO BACK TO YOUR DAMA COUNTRY😅
IF YOU WANT SHARIA LAW GO BACK TO YOUR DAMA COUNTRY😅
Identity Attack0.46614665
Insult0.34782293
Profanity0.16915557
Threat0.038220957
Severe Toxicity0.049354076
Moderate 0.46186632 Low Con 0.13 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. …
That's how the natives felt when the whites invaded Canada. Do you see the hypocrisy & bigotry? The really scary part, racism and bigotry is going main stream and no one is bothered by it. That how things started in the 1930s and those of you aware of the history know what happened next. It started with the Jews, but totally about 550 million people dies as a result of such evil actions. So, you are starting with the Indians, then the Muslims and Africans, but you'll be the next...
Identity Attack0.5135796
Insult0.40243408
Profanity0.05393682
Threat0.025616571
Severe Toxicity0.023076924
Moderate 0.46186632 Constructive 0.518 Identity Attack Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
All Indians and only Indians no matter where you go. Mass immigration without diversity is a total disaster to this country. It is not immigration but Indianization!
Identity Attack0.53446084
Insult0.3388922
Profanity0.1184936
Threat0.018710058
Severe Toxicity0.02449106
Moderate 0.45921504 Low Con 0.295 Identity Attack Identity_Assertion
Jun 30, 2025 1 likes How Canada broke its immigration …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's …
Whats not fair is that they came here for a better life and now our quality of life has suffered. Every person will tell you how things have changed negatively because of the Indians, Punjabi's and Pakistanis. None of them aligns with Canadian values. I feel its very rude and nerve-racking of them to come here and then try to change our culture to look like what they just came from. They are a dirty people. They have no rules when it comes to cleanliness in their food factories. They literally use their filthy feet to help in the preparation of food that is shipped to Western countries. Its a common agreement that we dont want them here. Even natural-born Indians dont want them here. They know how disgusting their hygiene practises are. I went to an indian resteraunt with a friend of mine and i could see into the kitchen and the guy who was cooking was barefooted and as he came to deliver the food he slid into a pair of slippers. I asked him if he was cooking in bare feet and he lied saying OHHH no maam and then he lifted his foot. I looked at my friend and said this is grose and im going to McDonalds. And everyone in Mcdonalds was Indian too. FUCC that. Canada doesnt even look Canadian anymore. We honestly look Asian and its the Liberals who are doing it. Get rid of White Canadians. Bring in Dumb down indians and they will never lose another election
Identity Attack0.48990932
Insult0.48313886
Profanity0.18049006
Threat0.01254427
Severe Toxicity0.023552058
Moderate 0.45921504 Constructive 0.639
Jan 27, 2026 Inside Canada's Indian Invasion...
Liars, there is a Hindutva going on in India and the Hindus don't like Muslims and other minorities, Minorities in India don't have any liberties like Hindus do. Muslims cannot practice their religion. Modi and …
Liars, there is a Hindutva going on in India and the Hindus don't like Muslims and other minorities, Minorities in India don't have any liberties like Hindus do. Muslims cannot practice their religion. Modi and his BJP is known to have anti-Islam and Hindutva policies.
Identity Attack0.4774257
Insult0.48627716
Profanity0.20592089
Threat0.039256934
Severe Toxicity0.02444411
Moderate 0.45921504 Moderate Con 0.396
Dec 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
funny how the white people are talking like they're First Nations people...."they're coming, taking our land, they should go back to their own countries" ?
Identity Attack0.5504064
Insult0.33154017
Profanity0.13961408
Threat0.020782012
Severe Toxicity0.023552058
Moderate 0.45921504 Moderate Con 0.302 Identity Attack Identity_Assertion
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I Wanted This Minister, Fired Like Yesterday or sooner. WTF is Going on in Canada. Terrorist can Have a Good Life in Canada & Be living Next to you. OK we may need them in …
I Wanted This Minister, Fired Like Yesterday or sooner. WTF is Going on in Canada. Terrorist can Have a Good Life in Canada & Be living Next to you. OK we may need them in the Future to Take back our Country.
Identity Attack0.10221587
Insult0.40698266
Profanity0.4001375
Threat0.13262562
Severe Toxicity0.023645958
Moderate 0.45761138 Moderate Con 0.399
Nov 21, 2025 Thousands of refugees allowed into …
1:52 Our population is "going down the slum" because of people like him. They spread their disease throughout the world by multiplying like jack rabbits and all they do is take, take, take and give …
1:52 Our population is "going down the slum" because of people like him. They spread their disease throughout the world by multiplying like jack rabbits and all they do is take, take, take and give nothing back. Go back to your country please! We need ICE up here.
Identity Attack0.44690517
Insult0.42567953
Profanity0.12374964
Threat0.032695748
Severe Toxicity0.023552058
Moderate 0.45757914 Moderate Con 0.349 Fear_Threat
Aug 28, 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.