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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

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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

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Active: "I am the only white …" 1,674 comments · Page 16 of 67
A white man saying rape is in your culture is wild 😝
A white man saying rape is in your culture is wild 😝
Identity Attack0.5135796
Insult0.36939126
Profanity0.38343847
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.584095 Low Con 0.252 Identity Attack Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Sons and daughters of white colonial christians who butchered (k****ed) native indigenous populations 😅😅😅
Sons and daughters of white colonial christians who butchered (k****ed) native indigenous populations 😅😅😅
Identity Attack0.55044734
Insult0.46625584
Profanity0.4798129
Threat0.13228847
Severe Toxicity0.25053838
Moderate 0.584095 Low Con 0.211 Identity Attack Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
*UNCIVILISED IMMORAL PRIDEFUL HOSTILE AGGRESSIVE EXPANSIONIST MINDSET RELIGIONS AND CULTURES LIKE HINDUISM, ISLAM AND SIKHISM HAS NO PLACE IN CIVILISED SOCIETY* *YOU HAVE NO IDEA HOW MUCH ANTI-WEST, ANTI-CHRISTIAN, ANTI-WHITE IDEAS THESE PEOPLE HOLD* *SAVE …
*UNCIVILISED IMMORAL PRIDEFUL HOSTILE AGGRESSIVE EXPANSIONIST MINDSET RELIGIONS AND CULTURES LIKE HINDUISM, ISLAM AND SIKHISM HAS NO PLACE IN CIVILISED SOCIETY* *YOU HAVE NO IDEA HOW MUCH ANTI-WEST, ANTI-CHRISTIAN, ANTI-WHITE IDEAS THESE PEOPLE HOLD* *SAVE YOUR NATIONS FROM BARBARIC CULTS*
Identity Attack0.5948528
Insult0.46625584
Profanity0.29209393
Threat0.13515437
Severe Toxicity0.2322566
Moderate 0.584095 Low Con 0.249 Identity Attack Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
I’m as racist as the next guy. Anyone can get it. Indian, Mexican, Africans , white men , Jewishman, Caribbean, Musliman
Identity Attack0.5983441
Insult0.27763805
Profanity0.2395431
Threat0.11309616
Severe Toxicity0.16960317
Moderate 0.5779532 Moderate Con 0.35 Identity Attack Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
White genocide, plain and simple.
White genocide, plain and simple.
Identity Attack0.58354634
Insult0.26395
Profanity0.25184435
Threat0.49142194
Severe Toxicity0.2322566
Moderate 0.5779532 Low Con 0.139 Identity Attack Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Canadians are turning against immigrants because our ;Consrvative ' party is now copying MAGA to drag the free world into a white christian theocracy to return slavery, which cannot exist without SLAVERY . F8ck Maple …
Canadians are turning against immigrants because our ;Consrvative ' party is now copying MAGA to drag the free world into a white christian theocracy to return slavery, which cannot exist without SLAVERY . F8ck Maple MAGA !
Identity Attack0.5051609
Insult0.46327567
Profanity0.4798129
Threat0.035458352
Severe Toxicity0.16960317
Moderate 0.57271194 Low Con 0.168 Identity Attack Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
@9:10 😮 , so these people literally. Build and make there own idols!!!! And worship statues.!!!!!! 😮😮😮 , while they're busy , you know , harassing white women. And taking s**** in public places and …
@9:10 😮 , so these people literally. Build and make there own idols!!!! And worship statues.!!!!!! 😮😮😮 , while they're busy , you know , harassing white women. And taking s**** in public places and not wiping. !!!! You know , those people literally view that as something they can deal with later. I wish i was joking. 😮‍💨
Identity Attack0.46028158
Insult0.43296707
Profanity0.44366163
Threat0.17648515
Severe Toxicity0.19149859
Moderate 0.57271194 Moderate Con 0.381 Unverified_Claim
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Based bicycle guy, (except for calling himself White trash)
Based bicycle guy, (except for calling himself White trash)
Identity Attack0.5135796
Insult0.5678696
Profanity0.3051381
Threat0.008246276
Severe Toxicity0.024350211
Moderate 0.57271194 Moderate Con 0.326 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. …
this isn’t funny it’s racist. calling out issues doesn’t mean insulting all indians. canada isn’t a white country so asking only checking for white employees is wild. i’m african and that biker pissed me off. I'm probably smarter than him. some africans being illiterate doesn't make them stupid and indians don't eat poop. leaving what he said in the video without calling it out looks like you agree. every group has bad drivers. every group has bad people- like the biker guy. stop the stereotype. imagine judging all white people off the biker guy. that’s what you’re doing. it’s not fair.
Identity Attack0.4911651
Insult0.5130944
Profanity0.40878695
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.661 Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I …
The entire province of Ontario is starting to look like Brampton. I live in Guelph and I just quit my job after only 3 months because I had to keep telling my supervisor that I didn't speak Indian!!! I'm not working another second until every Indian is deported. I am not training a terrorist to be a normal citizen. They're all saboting scumbags too. Especially the gen z Indians! They are the worst. Lazy, entitled, always on their phones and constantly wonders why white ppl work so hard. Yknow if you work hard your day will go by quicker.
Identity Attack0.5516043
Insult0.5678696
Profanity0.36230123
Threat0.04686524
Severe Toxicity0.16960317
Moderate 0.57271194 Constructive 0.562 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
its true white canadian are so racist, and now they white extremist group like "second son canada" are targeting women on public spaces too.
Identity Attack0.6227552
Insult0.47384647
Profanity0.104876526
Threat0.027515862
Severe Toxicity0.02458496
Moderate 0.5721988 Moderate Con 0.321 Identity Attack Fear_Threat
Feb 14, 2026 Canada's tighter immigration policy divides …
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons …
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons of home invasions, auto thefts and robberies are through the roof, taking all of the jobs and opportunities away from young Canadians, etc. Youth unemployment in Canada is 25% all because of these guys. These Indians use these shitty no-name "colleges" to sneak their way into Canada and then don't leave when their visas expire and work illegally under table, not paying taxes on their income like the rest of us do. In Brampton, you'll often find 3-4+ families living in the same house. Pretty much any restaurant or establishment you go to, there will be mostly Indians working there, barely any white people. It's a plague.
Identity Attack0.5135796
Insult0.5177041
Profanity0.50818664
Threat0.03718498
Severe Toxicity0.17926651
Moderate 0.5721988 Constructive 0.719 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
blabla bla bla balaaaaaaaa- I am white, 74, Canadian Citizen - getting NADA! Canada is becoming a Fascist state - Adolph is laughing in his grave wherever he is!!!!!!!!!!!!!
blabla bla bla balaaaaaaaa- I am white, 74, Canadian Citizen - getting NADA! Canada is becoming a Fascist state - Adolph is laughing in his grave wherever he is!!!!!!!!!!!!!
Identity Attack0.48915586
Insult0.47630358
Profanity0.17752954
Threat0.048481647
Severe Toxicity0.072789766
Moderate 0.5721988 Moderate Con 0.325
Nov 10, 2018 How much do refugees and …
birth rate is non-sense! all white national homelands have been attacked, UK, USA, Australia, New Zealand ... flooded with migrants, wake the fuc up people,
birth rate is non-sense! all white national homelands have been attacked, UK, USA, Australia, New Zealand ... flooded with migrants, wake the fuc up people,
Identity Attack0.5039629
Insult0.47273466
Profanity0.4840093
Threat0.049128212
Severe Toxicity0.12019568
Moderate 0.5716857 Low Con 0.185 Identity Attack
Aug 28, 2025 Why Canadians Are Turning Against …
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
5:27 “rape is in their culture” well maybe lets look at the catholic church or rich white people
Identity Attack0.55044734
Insult0.3388922
Profanity0.33954415
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.163 Identity Attack Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Can you please go to Gambia and do a documentary on illegal Chinese criminals and white pedos.
Identity Attack0.5948528
Insult0.48627716
Profanity0.3778404
Threat0.034422375
Severe Toxicity0.17315048
Moderate 0.5716857 Low Con 0.159 Identity Attack Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
The dude on the bike said the quiet part out loud “poor white trash like me”. 🙄😜
The dude on the bike said the quiet part out loud “poor white trash like me”. 🙄😜
Identity Attack0.53446084
Insult0.5497792
Profanity0.2963245
Threat0.009696201
Severe Toxicity0.02420936
Moderate 0.5716857 Moderate Con 0.322 Identity Attack Insult Humor_Satire
Mar 3, 2026 Inside Canada's Indian Invasion...
silent racists if this white guy did it to black people the horror would have been international news
silent racists if this white guy did it to black people the horror would have been international news
Identity Attack0.58743036
Insult0.4302003
Profanity0.2263305
Threat0.040638234
Severe Toxicity0.05025077
Moderate 0.5716857 Low Con 0.185 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
LMAOO that one white guy saying they pay no taxes is hilarious how delusional can you be? its not their fault white youths are too busy snorting coke and doing fenty like the homeless ones …
LMAOO that one white guy saying they pay no taxes is hilarious how delusional can you be? its not their fault white youths are too busy snorting coke and doing fenty like the homeless ones in this video
Identity Attack0.55044734
Insult0.42167732
Profanity0.29209393
Threat0.027688526
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.232 Identity Attack Humor_Satire
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
White people being white Seriously get lost
White people being white Seriously get lost
Identity Attack0.6007182
Insult0.40243408
Profanity0.26463717
Threat0.31092548
Severe Toxicity0.16960317
Moderate 0.5716857 Low Con 0.242 Identity Attack
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
These people are insane!! They kept calling people who wanted to curb immigration "right wing", "racist", "Nazi", "fascists", etc and now all of a sudden they are complaining because of what they government they voted …
These people are insane!! They kept calling people who wanted to curb immigration "right wing", "racist", "Nazi", "fascists", etc and now all of a sudden they are complaining because of what they government they voted for did with immigration? I feel sorry for Black Canadians. Not only did they have to deal with racial discrimination from White Canadians but they just dropped a bomb on them with Indians whose hatred of Blacks is far worse than that of Whites.
Identity Attack0.55044734
Insult0.5270482
Profanity0.1696208
Threat0.07476458
Severe Toxicity0.02425631
Moderate 0.568186 Constructive 0.541 Identity Attack Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
Identity Attack0.5913144
Insult0.44464502
Profanity0.3194067
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.222 Identity Attack Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
That bike guy is just an honest dude. He’s not even bashing, proof: “All the good white people have moved out, we only have us poor white trash left over.”
That bike guy is just an honest dude. He’s not even bashing, proof: “All the good white people have moved out, we only have us poor white trash left over.”
Identity Attack0.57554024
Insult0.5130944
Profanity0.26607355
Threat0.0130621
Severe Toxicity0.02449106
Moderate 0.568186 Moderate Con 0.471 Identity Attack Insult Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
Did white people who flooded North America in the 1800s assimilate to the ways of the Native Americans? No. Why is that never called a 'White Invasion.' This is a crap video just meant to …
Did white people who flooded North America in the 1800s assimilate to the ways of the Native Americans? No. Why is that never called a 'White Invasion.' This is a crap video just meant to sow division amongst groups of people. But at least this guy has got his views.
Identity Attack0.50125694
Insult0.4794537
Profanity0.46460027
Threat0.018537397
Severe Toxicity0.03680043
Moderate 0.568186 Moderate Con 0.47 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
White people will always hate others 😂
White people will always hate others 😂
Identity Attack0.5983441
Insult0.3388922
Profanity0.25367188
Threat0.020782012
Severe Toxicity0.02514347
Moderate 0.568186 Low Con 0.207 Identity Attack Identity_Assertion
Jan 28, 2026 1 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.