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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

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.

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30,738 comments · Page 615 of 1230
Such insane dedication to showing us everything normal media doesn't want to show. Much respect, keep up the great work!
Such insane dedication to showing us everything normal media doesn't want to show. Much respect, keep up the great work!
Identity Attack0.0031818156
Insult0.14874944
Profanity0.035649836
Threat0.0065115434
Severe Toxicity0.002117157
Low Tox 0.2028889 Constructive 0.507
Jan 27, 2026 Inside Canada's Indian Invasion...
that last convo in the end -- may it be real or not gives me the creeps
that last convo in the end -- may it be real or not gives me the creeps
Identity Attack0.0061416444
Insult0.0806213
Profanity0.12220735
Threat0.008867673
Severe Toxicity0.0049591064
Low Tox 0.2028889 Moderate Con 0.37 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
5:27 is this nuxtaku ? 😂😂😂
5:27 is this nuxtaku ? 😂😂😂
Identity Attack0.01274247
Insult0.046178754
Profanity0.12096943
Threat0.011120236
Severe Toxicity0.010910034
Low Tox 0.2028889 Low Con 0.238 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
America = Greatest Country in the world? Lmao. I prefer to keep my free healthcare and free education here in Austria :D
Identity Attack0.11976352
Insult0.05203446
Profanity0.0838743
Threat0.007573096
Severe Toxicity0.007972717
Low Tox 0.2028889 Moderate Con 0.373 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s like you wanna get smaked!
It’s like you wanna get smaked!
Identity Attack0.007029593
Insult0.043250903
Profanity0.080318145
Threat0.08396416
Severe Toxicity0.00919342
Low Tox 0.2028889 Low Con 0.217 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The biggest mistake of these Diploma Mill schools was that they allowed tuition refund which was grossly abused by these people from Punjab
The biggest mistake of these Diploma Mill schools was that they allowed tuition refund which was grossly abused by these people from Punjab
Identity Attack0.17536941
Insult0.113185234
Profanity0.056441884
Threat0.01052473
Severe Toxicity0.0075531006
Low Tox 0.2028889 Low Con 0.259 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
Thank goodness 🙏🏾 these Singh's are out of control.
Thank goodness 🙏🏾 these Singh's are out of control.
Identity Attack0.10221587
Insult0.16897665
Profanity0.04366605
Threat0.010239923
Severe Toxicity0.0062561035
Low Tox 0.2028889 Moderate Con 0.331 Identity_Assertion
Jan 15, 2026 2.9 million Canadian temporary visas …
👎
👎
Identity Attack0.006770608
Insult0.0818789
Profanity0.10425757
Threat0.007094103
Severe Toxicity0.0077438354
Low Tox 0.2028889 Moderate Con 0.472
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Get them out!
Get them out!
Identity Attack0.008768492
Insult0.057890166
Profanity0.028913507
Threat0.10696311
Severe Toxicity0.005569458
Low Tox 0.2028889 Moderate Con 0.32 Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Justin Trudeau is the blame for this
Justin Trudeau is the blame for this
Identity Attack0.022188433
Insult0.15556364
Profanity0.017299367
Threat0.0077154995
Severe Toxicity0.0035095215
Low Tox 0.2028889 Low Con 0.215
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I visited Brampton, it's a beautiful city, but there is a lot of trash on the ground, even on the grounds of beautiful properties. Sorry, but is this the equivalent of having flowers on your …
I visited Brampton, it's a beautiful city, but there is a lot of trash on the ground, even on the grounds of beautiful properties. Sorry, but is this the equivalent of having flowers on your land, for some ?
Identity Attack0.011025362
Insult0.16337912
Profanity0.027410502
Threat0.0058998563
Severe Toxicity0.0026893616
Low Tox 0.2028889 Constructive 0.733 Identity_Assertion
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
the funny thing is that this would never be allowed in India with mass migration
the funny thing is that this would never be allowed in India with mass migration
Identity Attack0.22631748
Insult0.036435258
Profanity0.043415543
Threat0.009747985
Severe Toxicity0.007019043
Low Tox 0.2028889 Low Con 0.247 Comparative_Framing
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, …
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, home invasion, auto theft, gun violence, shootings central. When perpetrators of these crimes are caught. It’s no surprise where they are from. There is tons of illegal, fake colleges. Bringing hundreds of people in a year. The Canadian government is only now catching onto it barely but the damage is done. They exploited the system in overstay their visa, then claim permanent residency. These people are disrespectful, dirty, and ungrateful. They do not Do not assimilate to Canadian lifestyle. They throw trash into our rivers in parks, turning it into where they came from. What is happening in Canada is much similar to Minnesota just with different types of government scams. You barely scratched the surface. Come back and interview real Canadiens.
Identity Attack0.09328204
Insult0.10148193
Profanity0.019895468
Threat0.03235042
Severe Toxicity0.0065994263
Low Tox 0.2028889 Constructive 0.557 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Do not redeem why did you redeem!!!!!
Do not redeem why did you redeem!!!!!
Identity Attack0.0073625734
Insult0.045007613
Profanity0.02973333
Threat0.011172019
Severe Toxicity0.006713867
Low Tox 0.2028889 Moderate Con 0.393 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
From Knocked Up: Seth Rogen : “I’m originally from Canada 🇨🇦. I live here illegally. Don’t tell anyone. Hahaha”.
From Knocked Up: Seth Rogen : “I’m originally from Canada 🇨🇦. I live here illegally. Don’t tell anyone. Hahaha”.
Identity Attack0.17614605
Insult0.06459839
Profanity0.037904397
Threat0.0078449575
Severe Toxicity0.005340576
Low Tox 0.2028889 Moderate Con 0.36
Nov 28, 2021 How much do refugees and …
Why are any Canadians still going to this awful country. Such a wide world to visit why go somewhere that threatens our sovereignty and disrespects our citizens and government. Stay home.🇨🇦
Why are any Canadians still going to this awful country. Such a wide world to visit why go somewhere that threatens our sovereignty and disrespects our citizens and government. Stay home.🇨🇦
Identity Attack0.13661388
Insult0.05506081
Profanity0.000776148
Threat0.0011115432
Severe Toxicity0.000015266021
Low Tox 0.20285556 Fear_Threat
Feb 1, 2026
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
You should do some more videos in Canada dude! Lots to choose from. You’re intense for getting smuggled 😂
Identity Attack0.031980325
Insult0.071433455
Profanity0.057443913
Threat0.02682521
Severe Toxicity0.006942749
Low Tox 0.20265625 Moderate Con 0.392 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Well i hope millions more Indians move to Canada.
Well i hope millions more Indians move to Canada.
Identity Attack0.27340925
Insult0.039151907
Profanity0.019553876
Threat0.0075083673
Severe Toxicity0.0051116943
Low Tox 0.20265625 Moderate Con 0.308 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
8:47 infamous ?? Dude noo plzzz
8:47 infamous ?? Dude noo plzzz
Identity Attack0.010433395
Insult0.06424874
Profanity0.0715894
Threat0.010214032
Severe Toxicity0.00869751
Low Tox 0.20265625 Moderate Con 0.314
Jan 29, 2026 5 likes Inside Canada's Indian Invasion...
I’m so sorry to hear of Jason’s father’s passing. Canada’s healthcare system is a nightmare.
I’m so sorry to hear of Jason’s father’s passing. Canada’s healthcare system is a nightmare.
Identity Attack0.04564415
Insult0.15343215
Profanity0.016479544
Threat0.0069387536
Severe Toxicity0.00289917
Low Tox 0.20265625 Constructive 0.606 Personal_Narrative
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian culture and love it. I've called this country my home for the last 40yrs and wouldn't want to live anywhere else. We live by the rules and laws of this Country as all other immigrant SHOULD. I hated it just as much when new immigrants come and try to impose their culture and way of life on us then complain when they meet resistance. It's simple, if you are planning to go live in a foreign country and you don't like or think you can handle the culture, then you shouldn't move there.
Identity Attack0.1808059
Insult0.0838533
Profanity0.03339528
Threat0.009230154
Severe Toxicity0.006713867
Low Tox 0.20265625 Constructive 0.857 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
Dont they worship demons too?
Dont they worship demons too?
Identity Attack0.02439919
Insult0.07523532
Profanity0.08775374
Threat0.009799767
Severe Toxicity0.0051116943
Low Tox 0.20265625 Low Con 0.259 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and …
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and religion back home yet its not possible...The future is Eastern regardless of land and country
Identity Attack0.26494437
Insult0.043250903
Profanity0.045419596
Threat0.009722093
Severe Toxicity0.00831604
Low Tox 0.20265625 Low Con 0.296 Identity_Assertion
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
Sikh indians are the best kind. They should have priority to live in brampton
Sikh indians are the best kind. They should have priority to live in brampton
Identity Attack0.22631748
Insult0.04383647
Profanity0.060951006
Threat0.013631714
Severe Toxicity0.010528564
Low Tox 0.20265625 Moderate Con 0.363
Jan 13, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)

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.