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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 #}

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Active: "We are already in a …" 297 comments · Page 1 of 12
that fucking smell......i got indian fatigue already by watching this video
that fucking smell......i got indian fatigue already by watching this video
Identity Attack0.5124616
Insult0.4810288
Profanity0.8117245
Threat0.02613456
Severe Toxicity0.45895407
Toxic 0.9209984 Low Con 0.26 Identity Attack Fear_Threat
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
it scares me to think our already fucked up health care is gonna hve these guys as rn's ....jesus fucking christ
it scares me to think our already fucked up health care is gonna hve these guys as rn's ....jesus fucking christ
Identity Attack0.30103904
Insult0.5678696
Profanity0.89909166
Threat0.011922873
Severe Toxicity0.35368225
Toxic 0.89241093 Low Con 0.296 Insult Fear_Threat
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Tired of this shit (no pun intended). Nuke that shithole country already
Tired of this shit (no pun intended). Nuke that shithole country already
Identity Attack0.5135796
Insult0.62169385
Profanity0.8089582
Threat0.50307727
Severe Toxicity0.45510182
Toxic 0.8778702 Low Con 0.227 Identity Attack Insult Threat Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
the new immigrants ruin it for the older ones who had already assimilated to the culture and left the shithole country behind bc it is a literal shit hole
the new immigrants ruin it for the older ones who had already assimilated to the culture and left the shithole country behind bc it is a literal shit hole
Identity Attack0.57150364
Insult0.65865606
Profanity0.7785769
Threat0.021127338
Severe Toxicity0.35368225
Toxic 0.8629672 Moderate Con 0.314 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
brampton has thrash like india, r@pes like india all behind doors, corruption like india, dirty lakes like india. its already turned sh*thole like india
brampton has thrash like india, r@pes like india all behind doors, corruption like india, dirty lakes like india. its already turned sh*thole like india
Identity Attack0.7115778
Insult0.65129566
Profanity0.61633086
Threat0.061736204
Severe Toxicity0.45895407
Toxic 0.8252207 Low Con 0.151 Identity Attack Insult Identity_Assertion
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
We don’t want them here our country is fucked enough already!
We don’t want them here our country is fucked enough already!
Identity Attack0.47178617
Insult0.48399165
Profanity0.7246992
Threat0.020264024
Severe Toxicity0.30192792
Toxic 0.78711975 Low Con 0.213 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
@pwilla everytime you use '🖕🏻' emoji yhor brownhole and yhor modrs vegne bloat foooked and graped by me 🖕🏻🖕🏻🖕🏻 keep crying and see my reply in my channel bot pjeet. Only yall can never do …
@pwilla everytime you use '🖕🏻' emoji yhor brownhole and yhor modrs vegne bloat foooked and graped by me 🖕🏻🖕🏻🖕🏻 keep crying and see my reply in my channel bot pjeet. Only yall can never do anything weak beta male I already tracked yo beatch ahh location now yho ahh will be greped endlessly along with yho modr and Yor kkurryhole can only🖕🏻 and do whatever bs with yoself and yo restarded 304 modr ever , can never even touch anyone irl. 🖕🏻🖕🏻🖕🏻♾️ keep crying bot
Identity Attack0.36598656
Insult0.65865606
Profanity0.5724795
Threat0.44942492
Severe Toxicity0.61260825
Toxic 0.78207105 Moderate Con 0.316 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
this is why we don't want to acquire canada lmfao, we already have enough of these fucks on fradulent H1Bs
this is why we don't want to acquire canada lmfao, we already have enough of these fucks on fradulent H1Bs
Identity Attack0.28034934
Insult0.5130944
Profanity0.7092837
Threat0.02492592
Severe Toxicity0.33047765
Toxic 0.7701451 Low Con 0.215 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these …
Men with bycicle tell the truth but this latte boys They'll say it's racism because they already know what to say: a black man fucking a white woman (90% of porn, Jews?) isn't racism; these are normal ads with only men of color and white women; it's normal; why taht is not normal in any other fucking corner of the earth to promote this type of mulatization except North America and Europe??? Why? Racism?
Identity Attack0.6458014
Insult0.5362655
Profanity0.71218073
Threat0.11002964
Severe Toxicity0.45895407
Toxic 0.7675452 Low Con 0.297 Identity Attack Insult Unverified_Claim
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
Calling africans low iq? This man proved already why hes considered white trash
Calling africans low iq? This man proved already why hes considered white trash
Identity Attack0.6649212
Insult0.65129566
Profanity0.39409557
Threat0.015947454
Severe Toxicity0.20067264
Toxic 0.7308154 Low Con 0.196 Identity Attack Insult Identity_Assertion
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they …
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they supply to the punjab through pakistan border all the Punjabi singer who live in canada are also part of it,so being racists towards indian will not help you ask your government to take action on them and return them to indian government
Identity Attack0.5135796
Insult0.5678696
Profanity0.50818664
Threat0.10542984
Severe Toxicity0.35368225
Toxic 0.72028047 Moderate Con 0.35 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What a shit show! This is inhumane. Those already here should be able to finish their path. This should apply to new entrants.
What a shit show! This is inhumane. Those already here should be able to finish their path. This should apply to new entrants.
Identity Attack0.04048799
Insult0.43450394
Profanity0.70384485
Threat0.039256934
Severe Toxicity0.16960317
Toxic 0.72028047 Moderate Con 0.348
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high …
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high education levels, strong professional skills, "cannada" allowed the uneducated khalistani, criminal and retarded ones who cant speak basic english shame on tyler olivera for the video thumbnail fu*k you rascist bastard you upload videos the the same platform whose ceo is indian when a country is failing the easiest thing to do is throw a minority group under the bus and put all the blame on them thats what the nazis did thats what trump is doing thats what you are on your way to become 😊 cannada imported the criminals and idiots the indian foreign minister warned the cannadian govt already but the govt policy sucks so yeah to the hell with that
Identity Attack0.6007182
Insult0.6336687
Profanity0.6001929
Threat0.13717735
Severe Toxicity0.45895407
Toxic 0.71760553 Moderate Con 0.335 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
@pwilla everytime you use '🖕🏻' emoji yho modrs vegne bloat and graped by me 🖕🏻🖕🏻🖕🏻 keep crying and see my reply in my channel bot pjeet. Only yall can never do anything weak beta male …
@pwilla everytime you use '🖕🏻' emoji yho modrs vegne bloat and graped by me 🖕🏻🖕🏻🖕🏻 keep crying and see my reply in my channel bot pjeet. Only yall can never do anything weak beta male I already tracked yo beatch ahh location now yho ahh will be greped endlessly along with yho modr and Your curryhole can only🖕🏻 and do whatever bs with yoself and yo restarded 304 modr ever , can never even touch anyone irl. 🖕🏻🖕🏻🖕🏻♾️ keep crying bot
Identity Attack0.27991617
Insult0.58196646
Profanity0.47191826
Threat0.3733964
Severe Toxicity0.45895407
Toxic 0.7105462 Moderate Con 0.328 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? …
boo hoo, cry me a river. The stupid polish plumber walking around half naked complaining about folks in their own home is peak racism. Pretty much set the tone for the video. Who cares ? White people took over large swathes of land everywhere and killed the natives. Forget being America's 51st state, you're already India's 29th.
Identity Attack0.55044734
Insult0.6677319
Profanity0.36230123
Threat0.14960353
Severe Toxicity0.16960317
Moderate 0.687436 Moderate Con 0.36 Identity Attack Insult Moral_Argument
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
u da real racist, just join kkk already bro i actually used to repect you but your just another white supremacist
u da real racist, just join kkk already bro i actually used to repect you but your just another white supremacist
Identity Attack0.57554024
Insult0.5678696
Profanity0.352205
Threat0.13815513
Severe Toxicity0.29050803
Moderate 0.6852916 Low Con 0.293 Identity Attack Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
This crap is getting more and more INSANE. We are already overcrowded and overlfowing with refugees, asylum seekers, temporary work visas, student visas and others.....while our sytem COLLAPSES UNDER THE STRAIN. FIRE these FEDS.....NOW.
Identity Attack0.28034934
Insult0.6099415
Profanity0.46460027
Threat0.15434735
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.38 Insult Fear_Threat
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working …
Thanks for Covering the BULLSHIT silent invasion of Canada man. I live in the west BC and its just as bad over here. None of the youth can get their 1st job and start working for thw first time because all new begginer entry lvl jobs are taken by all the east indians and other foriegm worker bs. It needs to change, something needs tohappen before it to late, tbh it already feels to late theyve been slowly but steady moving all of India/chyna over and taken over Canada. It feels very weird being a white person walking around your own country getting weird angry looks when you go to a specific area or neighborhood. Its just Wrong it shouldnt be like that. Dont come into our fucking country and try n turn it into your old shithole one, you Follow OUR COUNTRYs rules and laws. Smh. Canada so cooked. Love your work Tyler keep up to good stuff. Hope you enjoyed the way while you were here.
Identity Attack0.4482637
Insult0.5130944
Profanity0.5865656
Threat0.023889944
Severe Toxicity0.23225145
Moderate 0.6544696 Constructive 0.713 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We must stop being such suckers! Enough already help our own people now!!!
We must stop being such suckers! Enough already help our own people now!!!
Identity Attack0.041261412
Insult0.6336687
Profanity0.44431314
Threat0.00951496
Severe Toxicity0.02514347
Moderate 0.6491204 Low Con 0.286 Insult Call_To_Action
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
To the good fellow Canadians. It's still in our hands. Do not hire an immigrant without citizenship. Just don't anymore. Don't hire a new Indian. You can vet their desire to assimilate to our Canadian …
To the good fellow Canadians. It's still in our hands. Do not hire an immigrant without citizenship. Just don't anymore. Don't hire a new Indian. You can vet their desire to assimilate to our Canadian culture by having them speak to a reliable older immigrant that you already know and trust. Do not hire someone through a reference otherwise. Keep supporting our own people. Do it quietly. These dirty bastards will leave
Identity Attack0.5135796
Insult0.6407567
Profanity0.42990944
Threat0.0347677
Severe Toxicity0.13336399
Moderate 0.63782936 Constructive 0.608 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Identity Attack0.5548181
Insult0.5130944
Profanity0.5365423
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.188 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Wonder why they had to erect Monkey Man God statue on middle of road although this character is fictitious and mythological but because of tons of Hindu Indian Migration they are literally spreading idioticness to …
Wonder why they had to erect Monkey Man God statue on middle of road although this character is fictitious and mythological but because of tons of Hindu Indian Migration they are literally spreading idioticness to canadian, being indian and living in India it is already pathetic experience of day today hindu rituals, now it went overseas too feel good 🤣
Identity Attack0.5135796
Insult0.6149945
Profanity0.26607355
Threat0.01052473
Severe Toxicity0.043077253
Moderate 0.60254884 Moderate Con 0.326 Identity Attack Insult Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I thought the US under creepy Biden already worsted but the Canadians liberals is ready Fu*k up it come to immigration from India.
I thought the US under creepy Biden already worsted but the Canadians liberals is ready Fu*k up it come to immigration from India.
Identity Attack0.46028158
Insult0.5129801
Profanity0.541926
Threat0.018537397
Severe Toxicity0.16960317
Moderate 0.60254884 Low Con 0.178 Insult Comparative_Framing
Sep 11, 2025 Why Canadians Are Turning Against …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but …
It is not the immigrants fault , the problem lies squarely on the shoulders of this Liberal government for allowing for this to happen , Conservatives had already put safe guards in place , but when Trudeau came to power he changed the rules knowing what the out come would be to fill his own pockets all the while he knew these changes would destroy Canada. Trudeau you sir are the most selfish ignorant person I know ! Thanks for stealing my country away as we knew it !
Identity Attack0.14019285
Insult0.65129566
Profanity0.059948977
Threat0.0100069
Severe Toxicity0.018126737
Moderate 0.5972042 Moderate Con 0.415 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson …
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson look at them in their eyes 👀 they only after money and too greedy people go look at the history most world countries kicked them out from their country weak up Canada 🇨🇦 it’s almost to late know I will feel it soon already 😮
Identity Attack0.55044734
Insult0.6099415
Profanity0.18663849
Threat0.0347677
Severe Toxicity0.052044146
Moderate 0.5885171 Low Con 0.298 Identity Attack Insult Unverified_Claim
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.