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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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30,738 comments · Page 471 of 1230
Ayy they treated you a thousand times better than than the 🧃 did. Gotta give em that
Ayy they treated you a thousand times better than than the 🧃 did. Gotta give em that
Identity Attack0.02037963
Insult0.16195811
Profanity0.2356715
Threat0.021127338
Severe Toxicity0.016706496
Moderate 0.30452284 Low Con 0.3 Comparative_Framing
Feb 26, 2026 Inside Canada's Indian Invasion...
Pls understand the whitr man said ia correct so many upper class hindus there they merged to canadian culture
Pls understand the whitr man said ia correct so many upper class hindus there they merged to canadian culture
Identity Attack0.37222284
Insult0.100019015
Profanity0.04667213
Threat0.008505191
Severe Toxicity0.010147095
Moderate 0.30452284 Constructive 0.558 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They already invaded UK and biw it is time to invade Canada!!!
They already invaded UK and biw it is time to invade Canada!!!
Identity Attack0.2783691
Insult0.06953252
Profanity0.04141149
Threat0.20938614
Severe Toxicity0.016060932
Moderate 0.30452284 Low Con 0.187 Fear_Threat
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
The solution is simple, deport.
The solution is simple, deport.
Identity Attack0.21866
Insult0.06424874
Profanity0.031391226
Threat0.11309616
Severe Toxicity0.01483436
Moderate 0.30452284 Low Con 0.181
Nov 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
WOW VERY DANGEROUS SIR 😠😠 BUT SIR MY INDIA IS THE REAL SUPERPOWER 🤗🇮🇳 WE HAVE THE BEST INFRASTRUCTURE AND HIGHSPEED RAIL 🤗🇮🇳 THIS WHY IM SO LUCKY LIVE IN SUPER INDIA THE CLEANEST COUNTRY …
WOW VERY DANGEROUS SIR 😠😠 BUT SIR MY INDIA IS THE REAL SUPERPOWER 🤗🇮🇳 WE HAVE THE BEST INFRASTRUCTURE AND HIGHSPEED RAIL 🤗🇮🇳 THIS WHY IM SO LUCKY LIVE IN SUPER INDIA THE CLEANEST COUNTRY IN THE WORLD 🇮🇳🤗 , WE NEVER SCAM! WE GIVE RESPECT TO ALL WOMEN THEY CAN WALK SAFELY ALONE AT NIGHT AND WE HAVE CLEAN FOOD AND TOILET EVERYWHERE 🇮🇳🤗🚽, I KNOW MANY MORE PEOPLE JEALOUS WITH SUPER RICH INDIA 🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳🤗🇮🇳 INDIA SUPER CLEAN
Identity Attack0.1294935
Insult0.1087965
Profanity0.124631
Threat0.021472665
Severe Toxicity0.023076924
Moderate 0.30452284 Constructive 0.558 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These are invaders plain and simple. The same happened in Europe in the middle ages until they were destroyed defeated and sent back!
These are invaders plain and simple. The same happened in Europe in the middle ages until they were destroyed defeated and sent back!
Identity Attack0.2127345
Insult0.16751462
Profanity0.06546012
Threat0.046541955
Severe Toxicity0.013414118
Moderate 0.30452284 Low Con 0.204 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
everywhere indians go
everywhere indians go
Identity Attack0.36702603
Insult0.0816321
Profanity0.07999486
Threat0.010887212
Severe Toxicity0.014253352
Moderate 0.30452284 Low Con 0.273
Oct 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Brother at one side you say you are doing nothing wrong and Indians attack you for no reason but your thumbnail justifies those attacks. Btw I didn't find anything else offensive from your side in …
Brother at one side you say you are doing nothing wrong and Indians attack you for no reason but your thumbnail justifies those attacks. Btw I didn't find anything else offensive from your side in the video keep it up👍
Identity Attack0.23770751
Insult0.0777699
Profanity0.075468846
Threat0.059796512
Severe Toxicity0.013672344
Moderate 0.30452284 Constructive 0.674 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to …
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to anyone and everyone, regardless of their race, sexuality, gender. We're not like the mexicans of the usa where we come here illegally.WE COME HERELEGALLY, do legal jobs, and live peacefully. Do we have our fair share of problems? Yeah, sure. But that really doesnt overcome all the good that we do not only brampton but canada as a whole. If you wanna blame anyone, blame your government for letting in so many people, not us, we are simply ppl who are seeking a better life. Im a 18 year indian canadian teenager and im sorrounded by other indian canadian teenagers as well and we're all here to do good to the country and city, we're planning on becoming lawyers engineers, doctors, etc, yet yall think that we're here to destroy the country that we ourselves keep close to our heart. this video is racist, and nothing else.
Identity Attack0.36598656
Insult0.1640896
Profanity0.04065997
Threat0.00814271
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.791 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Import the 3rd world and let it flow 🍃
Import the 3rd world and let it flow 🍃
Identity Attack0.27759558
Insult0.06477321
Profanity0.070942834
Threat0.063352615
Severe Toxicity0.023076924
Moderate 0.30452284 Low Con 0.136 Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport deport deport now Carney
Deport deport deport now Carney
Identity Attack0.10221587
Insult0.08508729
Profanity0.025770858
Threat0.055270568
Severe Toxicity0.012283325
Moderate 0.30452284 Low Con 0.256
Aug 28, 2025 Why Canadians Are Turning Against …
Can you just cut 95% of Indian International Workers (aka International Students from India)? Except for those who are really talented for UofT class schools? Indians firing all Canadians of all colors and races, to …
Can you just cut 95% of Indian International Workers (aka International Students from India)? Except for those who are really talented for UofT class schools? Indians firing all Canadians of all colors and races, to fill the positions with International Workers (International Students from India).
Identity Attack0.3817989
Insult0.06953252
Profanity0.020783609
Threat0.08089764
Severe Toxicity0.0126394415
Moderate 0.30452284 Low Con 0.255 Policy_Critique
Jan 30, 2026 Canada’s new rules in 2026
Yeah we can't afford more immigrants refugees asylum seekers... we're full
Yeah we can't afford more immigrants refugees asylum seekers... we're full
Identity Attack0.3072352
Insult0.100019015
Profanity0.029186781
Threat0.00866054
Severe Toxicity0.011672974
Moderate 0.30452284 Moderate Con 0.347 Fear_Threat
Nov 20, 2025 9 likes Quebec Ends Economic Immigration Program …
4:54 The most American comment possible. Bro thinks all Indians are Hindu
4:54 The most American comment possible. Bro thinks all Indians are Hindu
Identity Attack0.36702603
Insult0.08434689
Profanity0.07934829
Threat0.0115345
Severe Toxicity0.014898917
Moderate 0.30452284 Low Con 0.222 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
now we know how so many of our doctors and dentists were replaced by indians overnight starting in the 90s fake colleges we need a huge investigation across all of north america
now we know how so many of our doctors and dentists were replaced by indians overnight starting in the 90s fake colleges we need a huge investigation across all of north america
Identity Attack0.36273825
Insult0.16809943
Profanity0.05017922
Threat0.008945347
Severe Toxicity0.010147095
Moderate 0.30452284 Low Con 0.277 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I live an hour from Brampton, all of the bs from Brampton spills over into other cities and creates problems across the province. We need to lock brampton in a giant dome
I live an hour from Brampton, all of the bs from Brampton spills over into other cities and creates problems across the province. We need to lock brampton in a giant dome
Identity Attack0.089145996
Insult0.16861114
Profanity0.18049006
Threat0.17648515
Severe Toxicity0.015479924
Moderate 0.30452284 Constructive 0.558
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow so many canadian versions of Nick Fuentes in the comments, not to mention the guy running this channel is even a bigger bigot who goes out of his way to collect the worst things …
Wow so many canadian versions of Nick Fuentes in the comments, not to mention the guy running this channel is even a bigger bigot who goes out of his way to collect the worst things about any countries he dislikes and posts it here as if its a Norm conveniently hiding all the decent things about those countries. Hitler and his idealogy is still Intact in the 21st century and how.
Identity Attack0.116281845
Insult0.2659317
Profanity0.020988565
Threat0.0071588317
Severe Toxicity0.006790161
Moderate 0.30452284 Moderate Con 0.425 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bit of a racist title
Bit of a racist title
Identity Attack0.1769227
Insult0.16337912
Profanity0.119731516
Threat0.007793174
Severe Toxicity0.010757446
Moderate 0.30439767 Low Con 0.255 Meta_Commentary
Feb 5, 2026 Inside Canada's Indian Invasion...
Mississauga is majority muslim and its way better here than brampton so idk what hes blabing about lol and most are assimilated. Some bad but those aint real muslism
Mississauga is majority muslim and its way better here than brampton so idk what hes blabing about lol and most are assimilated. Some bad but those aint real muslism
Identity Attack0.37152436
Insult0.12159709
Profanity0.10116278
Threat0.008815889
Severe Toxicity0.013155893
Moderate 0.30439767 Constructive 0.532 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
DEPORT-!!!!
DEPORT-!!!!
Identity Attack0.19298288
Insult0.12702756
Profanity0.03915693
Threat0.03718498
Severe Toxicity0.023076924
Moderate 0.30439767 Low Con 0.254
Oct 3, 2025 1 likes IRCC Names India in Study …
Yo @tyleroliveira I love how you switch your voice up when you speak to peeps with accents to sound like them 😂
Yo @tyleroliveira I love how you switch your voice up when you speak to peeps with accents to sound like them 😂
Identity Attack0.052490227
Insult0.16480011
Profanity0.12551236
Threat0.01086132
Severe Toxicity0.01322045
Moderate 0.30439767 Moderate Con 0.48 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Then why so much hate propaganda against only muslim in the media in the u.k even indian media doing propaganda against muslim Even muslim country doing biggest investment u.k
Then why so much hate propaganda against only muslim in the media in the u.k even indian media doing propaganda against muslim Even muslim country doing biggest investment u.k
Identity Attack0.36733335
Insult0.107333586
Profanity0.073529124
Threat0.023371955
Severe Toxicity0.014640691
Moderate 0.30439767 Low Con 0.259 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Excellent discussion, hard to believe we here in NS, support so many terrible politicians.
Excellent discussion, hard to believe we here in NS, support so many terrible politicians.
Identity Attack0.025605056
Insult0.28997475
Profanity0.02249157
Threat0.007340072
Severe Toxicity0.0033950806
Moderate 0.30439767 Constructive 0.521 Policy_Critique
Feb 26, 2026 13 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
Identity Attack0.22859548
Insult0.14874944
Profanity0.12551236
Threat0.021300001
Severe Toxicity0.015092585
Moderate 0.30439767 Low Con 0.182
Jan 27, 2026 Inside Canada's Indian Invasion...
Keep voting like ret@rded teenagers, it's working great!
Keep voting like ret@rded teenagers, it's working great!
Identity Attack0.024600167
Insult0.26957804
Profanity0.0887236
Threat0.008556974
Severe Toxicity0.009460449
Moderate 0.30439767 Low Con 0.167 Humor_Satire
Sep 30, 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.