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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: "From Canada. This is the …" 6,088 comments · Page 63 of 244
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, …
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, including extortions !!!! Please make sure you don’t give out wrong information, and spread misinformation towards Punjabis 😊 thank you love your channel ☮️☮️☮️☮️
Identity Attack0.3819294
Insult0.35016364
Profanity0.09260304
Threat0.0347677
Severe Toxicity0.024631912
Moderate 0.39987978 Constructive 0.701
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Europe people come to canada they say its theirs , when indians come here its bad.
Europe people come to canada they say its theirs , when indians come here its bad.
Identity Attack0.49584505
Insult0.26395
Profanity0.07999486
Threat0.008893564
Severe Toxicity0.01896597
Moderate 0.39987978 Low Con 0.214 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for crazy how canada turns into india
there are about 2 million indians in canada now which is about 5% of canadas population, probably more since there are ton illegals who get not accounted for crazy how canada turns into india
Identity Attack0.44690517
Insult0.38406035
Profanity0.10240069
Threat0.008272167
Severe Toxicity0.015479924
Moderate 0.39987978 Low Con 0.245 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Identity Attack0.46028158
Insult0.26957804
Profanity0.06345607
Threat0.02613456
Severe Toxicity0.021548226
Moderate 0.39987978 Low Con 0.227 Moral_Argument
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all these Indians are literally being given free houses from the government send all of them back to there so called paradise and never let them come back. I want Canadians in Canada and that’s it. They are not a net positive, they’re a net negative and it’s clear as day.
Identity Attack0.46028158
Insult0.3493834
Profanity0.082581155
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.525 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see …
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see them everywhere these days, working illegally on cash. It is NOT fair to those international legal students who work so hard and try to make the living. Canadian government is such a joke man.
Identity Attack0.22859548
Insult0.44126466
Profanity0.04141149
Threat0.0074306927
Severe Toxicity0.008773804
Moderate 0.39987978 Constructive 0.557
Sep 29, 2025 1 likes IRCC Names India in Study …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
Wow I'm from Canada 🇨🇦 this crazy fam
Wow I'm from Canada 🇨🇦 this crazy fam
Identity Attack0.17459276
Insult0.4339631
Profanity0.13168186
Threat0.007521313
Severe Toxicity0.011520386
Moderate 0.39915034 Moderate Con 0.467 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
Identity Attack0.44690517
Insult0.40243408
Profanity0.14754629
Threat0.064645745
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.135 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada/Population 2022 - 38.9 million, 2025 - 41.6 million Canada/GDP 2022 - $2.33 trillion, 2025 - $2.23 trillion OMG GDP shrunk, collapsed despite bigger population no thanks to invasive indians, india 2.0, Canada RIP 🤣
Canada/Population 2022 - 38.9 million, 2025 - 41.6 million Canada/GDP 2022 - $2.33 trillion, 2025 - $2.23 trillion OMG GDP shrunk, collapsed despite bigger population no thanks to invasive indians, india 2.0, Canada RIP 🤣
Identity Attack0.46050715
Insult0.26957804
Profanity0.054938845
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.158 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
CANADA IS A JOKE 🇨🇦🤣
CANADA IS A JOKE 🇨🇦🤣
Identity Attack0.38826546
Insult0.40189892
Profanity0.0935729
Threat0.008815889
Severe Toxicity0.021031776
Moderate 0.39915034 Low Con 0.151 Humor_Satire
Jan 19, 2026 Canada’s new rules in 2026
These people are destroying Canada deport them all and let’s take back our country
These people are destroying Canada deport them all and let’s take back our country
Identity Attack0.3072352
Insult0.25998658
Profanity0.039407436
Threat0.17016006
Severe Toxicity0.02296847
Moderate 0.39915034 Low Con 0.193
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean …
the polish dude is 100% correct. indians try to blame their govt for how messy india is, how corrupt... but then we see how they act in canada, the messes they bring and dont clean up... how they are corrupt people sometimes, how they try to cut corners and do things illegally... i watched it in my own workplace, how our indian sikh boss was so racist to his fellow indians, because they had patel name from gujarat and were 'lower cast' than the bossman who had sikh last name and was an 'engineer'. but this man just wanted to cut costs and try to cheat things, now this workplace is closed down. this is my experience all my life with indians. :(
Identity Attack0.44690517
Insult0.40243408
Profanity0.1067334
Threat0.015429466
Severe Toxicity0.021548226
Moderate 0.39842087 Constructive 0.711 Personal_Narrative
Nov 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
canada is the new india saaaar do not redeem the indianphobia saaar
canada is the new india saaaar do not redeem the indianphobia saaar
Identity Attack0.44690517
Insult0.3388922
Profanity0.10023434
Threat0.00948907
Severe Toxicity0.02258113
Moderate 0.39842087 Low Con 0.198 Humor_Satire
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
CANADA IS BROKEN. canada is nothing like it used to be. the corruption is insane.
CANADA IS BROKEN. canada is nothing like it used to be. the corruption is insane.
Identity Attack0.27171627
Insult0.42167732
Profanity0.048175167
Threat0.008272167
Severe Toxicity0.0125103295
Moderate 0.39842087 Low Con 0.149 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why canada people go out Stop India trade 4b$ Ban Islam
Why canada people go out Stop India trade 4b$ Ban Islam
Identity Attack0.47178617
Insult0.18107465
Profanity0.044668075
Threat0.012026439
Severe Toxicity0.02296847
Moderate 0.39842087 Low Con 0.185 Call_To_Action
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and …
Wow, the makers of this video went after the most prejudiced people, racist and uninformed who spew falsehood and prejudice. It would be nice if they educated themselves. Canadian cities are not dying, investment and services everywhere. This video is sad, and so anti-Canada.
Identity Attack0.2781757
Insult0.40975618
Profanity0.021330157
Threat0.008841781
Severe Toxicity0.012359619
Moderate 0.39842087 Moderate Con 0.336 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
CANADA IS RUINED 👳🏾‍♂️👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️
CANADA IS RUINED 👳🏾‍♂️👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️🤡🤡 THANK YOU LIBERALS 🤡🤡🤡🤡👳🏾‍♂️🤡👳🏾‍♂️🤡👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️👳🏾‍♂️
Identity Attack0.28034934
Insult0.30797598
Profanity0.06044999
Threat0.023544617
Severe Toxicity0.020644438
Moderate 0.39842087 Low Con 0.193 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
@5:06 he’s totally racist 😢 Appreciate you visiting Canada tho bud ❤🎉 The cash came not worth the time 😅
@5:06 he’s totally racist 😢 Appreciate you visiting Canada tho bud ❤🎉 The cash came not worth the time 😅
Identity Attack0.2774022
Insult0.40189892
Profanity0.04892669
Threat0.0076766624
Severe Toxicity0.013543231
Moderate 0.39842087 Moderate Con 0.488 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
Identity Attack0.48915586
Insult0.26957804
Profanity0.044167064
Threat0.010188141
Severe Toxicity0.021806452
Moderate 0.39842087 Low Con 0.19 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is the most corrupt G7 country
Canada is the most corrupt G7 country
Identity Attack0.3817989
Insult0.38852
Profanity0.1067334
Threat0.008815889
Severe Toxicity0.014769804
Moderate 0.39842087 Low Con 0.147 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is doomed.. See how these snakes destroy them inside out..
Canada is doomed.. See how these snakes destroy them inside out..
Identity Attack0.19693321
Insult0.40243408
Profanity0.07611542
Threat0.108496375
Severe Toxicity0.017093835
Moderate 0.3977292 Low Con 0.126 Fear_Threat
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
the karma or consequences of canada supported khalistani terrrorists
the karma or consequences of canada supported khalistani terrrorists
Identity Attack0.43256098
Insult0.38406035
Profanity0.0569429
Threat0.05203775
Severe Toxicity0.023076924
Moderate 0.3977292 Low Con 0.167 Moral_Argument
Feb 6, 2026 Inside Canada's Indian Invasion...
Send these new canadians to rural canada, where islam and multiculturalism is not tolerated
Send these new canadians to rural canada, where islam and multiculturalism is not tolerated
Identity Attack0.49855098
Insult0.18728738
Profanity0.02836696
Threat0.013528148
Severe Toxicity0.017868511
Moderate 0.3977292 Low Con 0.115
Aug 25, 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.