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: "I live here , no …" 1,641 comments · Page 16 of 66
I've heard that many of my middle-class Chinese friends living in Canada have already left or are in the process of leaving. Congratulations, Canada, at least you got rid of the Chinese.😂
I've heard that many of my middle-class Chinese friends living in Canada have already left or are in the process of leaving. Congratulations, Canada, at least you got rid of the Chinese.😂
Identity Attack0.55044734
Insult0.22303216
Profanity0.04266402
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.42985553 Constructive 0.568 Identity Attack Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
no one is suppressed in punjab , go there and see , everybody happy and partying ....if arresting drug lord and gangstar political then you should choose to live in africa ...
no one is suppressed in punjab , go there and see , everybody happy and partying ....if arresting drug lord and gangstar political then you should choose to live in africa ...
Identity Attack0.41975367
Insult0.42881694
Profanity0.10363861
Threat0.061089642
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.285 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
If you don't like living with Indian people just go to a white town like Hamilton or Peterborough
Identity Attack0.5135796
Insult0.24903896
Profanity0.1413768
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.284 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
FOREIGNERS DO NOT MAKE CANADA BETTER. THEY MAKE IT WORSE. I FEEL LIKE I LIVE IN BOMBAY.
FOREIGNERS DO NOT MAKE CANADA BETTER. THEY MAKE IT WORSE. I FEEL LIKE I LIVE IN BOMBAY.
Identity Attack0.50588524
Insult0.32211447
Profanity0.06546012
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.4274071 Moderate Con 0.328 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes …
Every metric that made our Canadian lives great is being destroyed by mass immigration. But without it the ridiculous real estate market the..ahem....bankers created by lending money to international criminals to buy our Canadian homes to wash their dirty money will collapse on said bankers. So Canada has to become India to support their questionable usury behaviours.
Identity Attack0.28034934
Insult0.4747285
Profanity0.07967158
Threat0.009929225
Severe Toxicity0.013801457
Moderate 0.4274071 Low Con 0.208
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese …
ALL these old people also Voted for liberal I bet, now they are reaping what they voted for, WE NEED MASS DEPORTAION, IMAGINE that start 1/4 "Canadians" are immigrants you mean 1/4 "Canadians" are Indian/Chinese or Muslim I bet 18 million + are muslim/ Indian or chinese that dislike Canadians , I know most Muslims hate everyone that lives in Canada That one Student is like 50+ how are we letting people like him come here as a student this man is a nurse brah I bet he doesnt know are standards at all This video just makes me hate Canada even more The fucked thing is the old mans right Help the person First but At this point we are just sick of it we cant help ourselfs, we need them all gone back to pre 2010 lvls
Identity Attack0.47178617
Insult0.36798462
Profanity0.0838743
Threat0.04718852
Severe Toxicity0.023458159
Moderate 0.4269174 Moderate Con 0.472 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and …
i doesn't understand why these white candian gets offended by the Indian origin people like these whites were also immigrants to Canada they just conquered the Canada and just wiped out the indigenous people and now behaving like they are living there for generations
Identity Attack0.5135796
Insult0.2838064
Profanity0.09775851
Threat0.039947584
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.539 Identity Attack Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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)
(They) live by their own rules.. says the Indian guy 3rd gen shopkeeper. WTF? And trust me, I don't say that too often, if ever.
(They) live by their own rules.. says the Indian guy 3rd gen shopkeeper. WTF? And trust me, I don't say that too often, if ever.
Identity Attack0.29798782
Insult0.26395
Profanity0.4401715
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.552 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. …
Where are you in brampton? Because that's Browntown is what we call it and it's f****** insane. I'm so glad I live up north. But it doesn't matter where you are just like that podcast. You did with buddy, from New York or Chicago. I loved that podcast so good one. And you're right on everything you said about them and the way they get in
Identity Attack0.10221587
Insult0.25602314
Profanity0.46460027
Threat0.011120236
Severe Toxicity0.02416241
Moderate 0.4269174 Constructive 0.791 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
If you leave your dam country and come to live in another one, then you give up your country ways and flags and symbols for your new country.
If you leave your dam country and come to live in another one, then you give up your country ways and flags and symbols for your new country.
Identity Attack0.32476485
Insult0.36798462
Profanity0.40185395
Threat0.011508608
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.21
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women …
EXPORT the IMPORTS from the countries of the middle eastern region's globally: like INDIA , a country that does not meet Canadian human rights and moralities and ethical first world country levels for innocent women and children, like CANDIAN RIGHTS for women and children. INDIA has the highest rapes rates and is the worst country in the world for HUMAN SACRIFICE of brutal rape victims , innocent women and children who are raped and then stoned to death over a thousand a year ...according to the UNITED NATIONS website: India is the worst country in 2024 A.D. for human sacrifices of innocent women rape victims, with well over 1400 reported human sacrifices by stoning. Our country needs to put women's rights into the immigrational policies regarding the standards of civilizations to immigrate from to replace our tax paying families Canadians at our childrens and grandchildren's future jobs, housing and educational seatings...at least replace our families future by immigrating from countries that still don't perform HUMAN SACRIFICES, there's hundreds of countries to immigrate from besides the ones involved in the yearly middle eastern genocide of innocent women and little girls who get murdered by the tens of thousands annually for reporting they have been raped , and then murdered by their closest male family members to to prove their obedience by committing the murders with ROCKS to appease their ancient gods wrath and hatred towards the woman for supposedly enticing the rape....stop condoning the genocide of these women and put our foot down to immigrating from countries like the ones that have the lowest women's and children rights on the planet. This is taking a savagely major step backwards in our advanced modern civilization of Canada, we do not stone innocent women and little girls or boys to death when they complain of being raped, we prosecute the sexual predator, then slap him on the wrist with probation of a hotel jail with room service and free heat and lights and hot showers and a new identity when released after a few months, so they can continue to rape and molest children for the rest of their lives, making hundreds of victims by the day they die...that's the cowardly Canadian way...this is why the country with the highest rape and child molestation rates globally and human sacrifices of these victims is moving here and our cowardly sellout government allows it, we are COWARDS that don't stand up for our women's rights, cowardly men that allow rapist to run around free raping our women and children until the day they die and filming their heinous crimes to sell on the internet, being Canadian is being a COWARD these days. CANADA had immigrational standards based on reflecting our societies ethical stances of common moralities with a stern respectable justice system that protected women's and childrens rights , in 1892 A.D. in NOVA SCOTA we executed men caught red-handed raping innocent women and children or put them in a profitable work prison until the day they DIED, we had a backbone and weren't spinless jelly fish.
Identity Attack0.4887047
Insult0.36193377
Profanity0.1110661
Threat0.24878941
Severe Toxicity0.031420294
Moderate 0.4269174 Constructive 0.534 Unverified_Claim
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
😂😂😂CAUCASSIANS ARE SO PROUD OF EUROPE BUT THEY DONT WANT TO LIVE IN EUROPE 😂😂😂😂😂
😂😂😂CAUCASSIANS ARE SO PROUD OF EUROPE BUT THEY DONT WANT TO LIVE IN EUROPE 😂😂😂😂😂
Identity Attack0.45348886
Insult0.13607834
Profanity0.12158839
Threat0.022681303
Severe Toxicity0.024350211
Moderate 0.4269174 Low Con 0.134 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving …
I am of Indian decent, a resident and home owner in Brampton this city was nice at one time, no more, do not move here, city has become a dump. I see these people driving cars with AK47 graphics, driving reckless with no care. As for becoming Canadian forget it, these people dump their trash on the streets like they are living in India.
Identity Attack0.44690517
Insult0.4339631
Profanity0.0913099
Threat0.010058682
Severe Toxicity0.019095084
Moderate 0.4269174 Constructive 0.579
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We have so many jobs that only hire immigrants my lil town I can’t even find a job I haven’t graduated and the one’s I can I need my graduate to get one and the …
We have so many jobs that only hire immigrants my lil town I can’t even find a job I haven’t graduated and the one’s I can I need my graduate to get one and the jobs like Tim Hortons subway a&w grocery stores dollar store every job here only hire them it’s dumb I’ve been out a job for 3 years and the one’s that don’t hire kid’s cause it’s cheaper and people are starting to not want to live in Canada cause of it than you have prices going up housing going up
Identity Attack0.28034934
Insult0.47384647
Profanity0.14313951
Threat0.0076119336
Severe Toxicity0.015415368
Moderate 0.4269174 Constructive 0.587
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, …
2:29 okay, these little things are the reasons why when people think of India they think of a dirty place, like it's just toxic to place a specific road with clear garbage on the side, out of all the clips you can find of Punjab, like i get that India is pretty dirty but you're putting it after he said he would prefer to live in Punjab as if he's wrong to think that , why not put golden temple or all the beautiful temples there!!!
Identity Attack0.37507164
Insult0.29383746
Profanity0.20139475
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.707 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
tired of the them coming from a black brit living in toronto
tired of the them coming from a black brit living in toronto
Identity Attack0.5135796
Insult0.26957804
Profanity0.10116278
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.326 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Please come to Ireland we are absolutely over run here it’s ridiculous at this stage. They live in their little community. They don’t mix with the Irish and openly tell their children not to mix …
Please come to Ireland we are absolutely over run here it’s ridiculous at this stage. They live in their little community. They don’t mix with the Irish and openly tell their children not to mix with Irish kids.
Identity Attack0.44690517
Insult0.38406035
Profanity0.22592722
Threat0.011353259
Severe Toxicity0.022710243
Moderate 0.4269174 Constructive 0.551 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to …
I think this is what the Bible meant when they said you run to the stone the stone will say I can't help you I am in the same boat like you you run to the tree the tree will say I can't help you even I am in the same boat like you I think this is what the Bible meant no place to run because India overpopulated their own country they have no place to run so they will populate the entire world that's exactly what the Bible meant button parables me I'm just going to pray to die quickly because it's better in heaven it's corrupted on Earth what are we living for to put up with all this bullshit. Pull the Bible out people. And see that Jesus speaks of these same thing.
Identity Attack0.41975367
Insult0.24928534
Profanity0.22105443
Threat0.39416263
Severe Toxicity0.16960317
Moderate 0.4269174 Constructive 0.62 Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in …
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in the face.our political leaders are more worried about gay pride than division of labour and resources.we need to get our kids off drugs not give them more reasons to quit life.i wish I had video of the entitled Hindu that lectured me on Brit’s in India 70yrs before he was born it’s okay to crap on British colonization but you can’t crap on them for flooding into Europe and North America because that’s racist. What do I get when I go to India? Delhi belly or pickpocketed. Maybe if we send Walmart,Tim hortons, ,McDonald’s to India and go back to mom and pop shops. Ask them how they feel about gay pride than,do they get to drive out the muslims like they did when the Brit’s left? That’s why Pakistani exists,we just expect them to drop their bullshit when they move here.ive slept in a tent next to a war memorial and was routinely woken up by free palatstine and other bullshit protests that those soldiers did not fight for
Identity Attack0.458714
Insult0.42567953
Profanity0.19893537
Threat0.13815513
Severe Toxicity0.024772761
Moderate 0.4269174 Constructive 0.618 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Everyone knows this if u live in toronto, immigration officers are incompetent and 10 yrs late.
Everyone knows this if u live in toronto, immigration officers are incompetent and 10 yrs late.
Identity Attack0.15945168
Insult0.48399165
Profanity0.033645786
Threat0.008116818
Severe Toxicity0.008926392
Moderate 0.4269174 Moderate Con 0.376 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Awwww boo hoo for that first yt lady crying about the few years she's experienced "rac*sm", always the victim. You yt's cant be the oppressed and the oppressor. You act like a few videos of …
Awwww boo hoo for that first yt lady crying about the few years she's experienced "rac*sm", always the victim. You yt's cant be the oppressed and the oppressor. You act like a few videos of some derkas spouting off about sharia law proves your point? I dont like them either but quit acting like you've lived under oppression your whole life. What a joke.
Identity Attack0.2463217
Insult0.34626248
Profanity0.24910301
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.461 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
These white Canadians forget they're from Europe, and their ancestors committed a genocide to steal the land of the native Americans. It's not our land, so we should all live here peacefully.
Identity Attack0.50515604
Insult0.30326313
Profanity0.044668075
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.433 Identity Attack
Aug 26, 2025 Why Canadians Are Turning Against …
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
I live on a one way, and the amount of Indian delivery drivers driving down the wrong way every day is astounding. They are going to kill someone here soon.
Identity Attack0.4139151
Insult0.191015
Profanity0.1612468
Threat0.5195707
Severe Toxicity0.02373986
Moderate 0.4269174 Moderate Con 0.498 Threat Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It …
Canadians are the most oppressed nation living as third class citizens in their own country. We Canadians have now become slaves of Indian villager’s Punjabis. It seems that the Canadian government is against Canadians. It is time to expel Indian villager’s Punjabis to their country, Indian Punjab. Deport Deport
Identity Attack0.5075293
Insult0.3126888
Profanity0.04366605
Threat0.055270568
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.323 Identity Attack
Sep 28, 2025 IRCC Names India in Study …

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.