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: "Its not the people who …" 4,268 comments · Page 67 of 171
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Something about white people crying about colonial effects has ZERO sympathy from me! you deserve it Canada
Identity Attack0.4006267
Insult0.16875735
Profanity0.03389629
Threat0.010757755
Severe Toxicity0.0127685545
Moderate 0.3722269 Moderate Con 0.305 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
at this point do we even need refugees? why aren't we getting white people to make more babies. that's the part i dont get.
at this point do we even need refugees? why aren't we getting white people to make more babies. that's the part i dont get.
Identity Attack0.44690517
Insult0.1378885
Profanity0.08419759
Threat0.012751401
Severe Toxicity0.017158391
Moderate 0.3722269 Moderate Con 0.307 Identity_Assertion
Nov 22, 2025 Thousands of refugees allowed into …
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Indians crossing illegally to the US passing by mexicans crossing illegally to Canada like that meme of the 2 people driving by each other 😅
Identity Attack0.44690517
Insult0.16989174
Profanity0.032643758
Threat0.008246276
Severe Toxicity0.014253352
Moderate 0.37073207 Low Con 0.242 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour being indian is bothering you, you need to look around and rethink your priorities.
Identity Attack0.44690517
Insult0.20434737
Profanity0.026180768
Threat0.008194493
Severe Toxicity0.01322045
Moderate 0.37073207 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I agree with a lot of what the non-Indians are saying except, I wouldn't mind living in a place where the majority of people are Indian or non-white, as long as I am not targeted …
I agree with a lot of what the non-Indians are saying except, I wouldn't mind living in a place where the majority of people are Indian or non-white, as long as I am not targeted just because I am white and the crime doesn't rise. I actually would like it and have expressly wanted to be in areas of the city without other white Canadians. That's boring.
Identity Attack0.46028158
Insult0.17486192
Profanity0.060951006
Threat0.010705971
Severe Toxicity0.012130737
Moderate 0.37073207 Constructive 0.771 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
He called white people “native” lmao
He called white people “native” lmao
Identity Attack0.38318536
Insult0.15627414
Profanity0.174273
Threat0.011405042
Severe Toxicity0.021419114
Moderate 0.37073207 Low Con 0.271 Humor_Satire
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct …
I’m worried that, if Canada imports a racial underclass, Canada will become racist in the same way Americans are racist. Right now, the sketchy people, the criminals and the addicts, aren’t so much racially distinct from everyone else. But, if non-white people acquire a collective reputation as unemployed, criminal, poor or otherwise sketchy, whether due to immigration or something else, Canadians (white or non-white) are going to associate racial non-whiteness with low status, sketch, lumpenprol. And once people make that association forms, Canada is going to become a much worse place for all brown people.
Identity Attack0.4139151
Insult0.28997475
Profanity0.04792466
Threat0.009799767
Severe Toxicity0.015996376
Moderate 0.37073207 Constructive 0.594
Jun 17, 2025 How Canada broke its immigration …
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Canadian immigration and recruitment of military people is the same as Russia - recruitment of mercenaries
Identity Attack0.37152436
Insult0.34135336
Profanity0.031641733
Threat0.008220384
Severe Toxicity0.010986328
Moderate 0.37073207 Low Con 0.087 Comparative_Framing
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Identity Attack0.116281845
Insult0.36798462
Profanity0.18663849
Threat0.012647836
Severe Toxicity0.021806452
Moderate 0.36867723 Constructive 0.523 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
All people entering Canada on student visas have NO INTENTION of GO BACK. They are here to cheat the system and take a shortcut to become Canadian citizens. They should be banned and deported. Canadians …
All people entering Canada on student visas have NO INTENTION of GO BACK. They are here to cheat the system and take a shortcut to become Canadian citizens. They should be banned and deported. Canadians can barely survive, we can't help everyone!!! Help Canadians FIRST
Identity Attack0.38826546
Insult0.24928534
Profanity0.021603432
Threat0.034422375
Severe Toxicity0.017158391
Moderate 0.36867723 Moderate Con 0.44
Oct 27, 2024 How much do refugees and …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India …
I felt the racism coming through the screen. Using Canada as a "stepping stone" to "sneak into the greatest country on earth" was funny though - it really shows how self-obsessed Americans can be. India has its problems, but Indians legally migrating to Canada should not be seen as criminals. The visuals used were also very offsetting - when a woman said India is a beautiful country, you showed us dirty Indian roads. We can do that too: show people of Fentanyl and drug overdoses whenever you say "greatest country on earth." Over 40% of Canadian immigrants are economic class immigrants who go through rigorous points-based selection (IRCC, 2023) Indian immigrants to Canada have higher educational attainment than the Canadian average - 52% hold bachelor's degrees or higher compared to 34% of the general population The US has approximately 107,000 drug overdose deaths annually (CDC, 2023), with fentanyl involved in over 70% of cases India-Canada remittances totaled $5.7 billion in 2022, contributing significantly to both economies Indian-Canadians have lower unemployment rates (5.8%) than the national average (5.9%)
Identity Attack0.38318536
Insult0.336253
Profanity0.07967158
Threat0.012647836
Severe Toxicity0.016383713
Moderate 0.36867723 Constructive 0.75 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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 …
You can’t import low trust scammers into a country of high trust kind hearted people
You can’t import low trust scammers into a country of high trust kind hearted people
Identity Attack0.10221587
Insult0.38406035
Profanity0.0961592
Threat0.009281937
Severe Toxicity0.010528564
Moderate 0.36867723 Low Con 0.228 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
people blame the government it's actually white people breeding dogs nurturing a dog as opposed to breeding babies less babies> less population >leads to demand for immigration
people blame the government it's actually white people breeding dogs nurturing a dog as opposed to breeding babies less babies> less population >leads to demand for immigration
Identity Attack0.41975367
Insult0.16868424
Profanity0.06596114
Threat0.011405042
Severe Toxicity0.018578632
Moderate 0.36867723 Low Con 0.207
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
this is genocide of canadian people
this is genocide of canadian people
Identity Attack0.37082586
Insult0.082866095
Profanity0.0935729
Threat0.146441
Severe Toxicity0.023076924
Moderate 0.36867723 Low Con 0.282 Fear_Threat
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian people that i have met have all been great or good in nature. Problem is they are Indian not Canadian. To many, to fast
Indian people that i have met have all been great or good in nature. Problem is they are Indian not Canadian. To many, to fast
Identity Attack0.46028158
Insult0.16788013
Profanity0.06345607
Threat0.00780612
Severe Toxicity0.016254602
Moderate 0.36867723 Constructive 0.618
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Sikhs talked about humanity and helping but they don't help to anyone other than Sikh community even they don't help other Indians forgot about white people.
Sikhs talked about humanity and helping but they don't help to anyone other than Sikh community even they don't help other Indians forgot about white people.
Identity Attack0.44690517
Insult0.16861114
Profanity0.09195647
Threat0.011715741
Severe Toxicity0.017481172
Moderate 0.36867723 Moderate Con 0.395
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed …
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed about Brampton when the international student boom happened. This is different from families settling or people starting families. Young students who are basically poor and desperate take up all the jobs and they pack so much into one house. Indian international students have ruined Indian reputation in Canada. Indians figured how to game the system and flood Canada better than other nationalities. And it’s true they do not integrate. They leave their land and come to a place where it’s just like home. Where they can live work, and go to school and not interact with any other race, ethnicity probably can go weeks without speaking English. Chinese have similar places like this but they’re not frowned upon.
Identity Attack0.42615733
Insult0.26957804
Profanity0.11539881
Threat0.015947454
Severe Toxicity0.017997624
Moderate 0.36867723 Constructive 0.605 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be …
Do you think doing cash jobs will make you rich or something? These jobs are the jobs that no one in the right mind will do. The rates are pretty low and you will be treated like crap. People go to Brampton for cheaper rent. They start to make money usually they move out. We went to Scarborough for 3 months. Then moved to Mississauga and then to Toronto. Bought a house in Oakville and then sold that house and moved out West to Edmonton and then to Calgary. We now live in the States. So these things will happen to pretty much everyone. A few of them will stay in Brampton obviously.
Identity Attack0.020681098
Insult0.3388922
Profanity0.36099523
Threat0.009048914
Severe Toxicity0.013607788
Moderate 0.3666224 Constructive 0.691
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
The people claiming themselves locals aren't actually locals at all 😂😂😂 They themselves are white immigrants from Europe😂😂😂
The people claiming themselves locals aren't actually locals at all 😂😂😂 They themselves are white immigrants from Europe😂😂😂
Identity Attack0.4139151
Insult0.13245803
Profanity0.11292298
Threat0.008893564
Severe Toxicity0.018578632
Moderate 0.3666224 Low Con 0.181
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians …
This is natural..Canada was created by subjugating and killing the indigenous peoples...so this is totally fine and im happy about this. I hope it becomes India 2.0 and im not even a fan of Indians but they never colonised anyone so in this situation i support them over european heritage folks who dont believe in god.
Identity Attack0.39677486
Insult0.16124763
Profanity0.059948977
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3666224 Constructive 0.607 Moral_Argument
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro walk into a brown town and wonder why there's so many brown people. Well. duhh bro lol. Go to Chinatown. Who do you see most there?
Bro walk into a brown town and wonder why there's so many brown people. Well. duhh bro lol. Go to Chinatown. Who do you see most there?
Identity Attack0.41222036
Insult0.15911613
Profanity0.09992486
Threat0.011327368
Severe Toxicity0.01644827
Moderate 0.3666224 Low Con 0.291
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
The Chinese people have a nickname for the Indians. That nickname is: "Ah San", which roughly means Hooligans.
Identity Attack0.39334553
Insult0.26957804
Profanity0.12991914
Threat0.012803185
Severe Toxicity0.02116089
Moderate 0.3666224 Moderate Con 0.318 Identity_Assertion
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
The irony is that the people clowning the Indians for migrating aren’t even native in their own countries themselves 😂
Identity Attack0.38208112
Insult0.26957804
Profanity0.10178173
Threat0.0089712385
Severe Toxicity0.015092585
Moderate 0.3666224 Low Con 0.248 Moral_Argument
Jan 27, 2026 3 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.