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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 #}

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30,738 comments · Page 538 of 1230
SEND THEM ALL BACK NOW
SEND THEM ALL BACK NOW
Identity Attack0.10221587
Insult0.06669625
Profanity0.034397304
Threat0.13734594
Severe Toxicity0.015221698
Low Tox 0.25462922 Low Con 0.228
Sep 20, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
Too many Indians
Too many Indians
Identity Attack0.3043136
Insult0.06529768
Profanity0.052183274
Threat0.010291707
Severe Toxicity0.010528564
Low Tox 0.25462922 Moderate Con 0.388
Oct 1, 2025 5 likes IRCC Names India in Study …
It’s actually so bad here lmao
It’s actually so bad here lmao
Identity Attack0.011839314
Insult0.061101943
Profanity0.1352073
Threat0.008712323
Severe Toxicity0.009269714
Low Tox 0.25462922 Moderate Con 0.31 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
That church that was converted to a Hindu temple was most likely built by the donations of what we would consider now as poor Canadians who sacrificed for it. If they could see it now …
That church that was converted to a Hindu temple was most likely built by the donations of what we would consider now as poor Canadians who sacrificed for it. If they could see it now 😢😢
Identity Attack0.28034934
Insult0.07935401
Profanity0.014190876
Threat0.007922632
Severe Toxicity0.005683899
Low Tox 0.25462922 Constructive 0.513 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I think you yt people there should just enjoy the curry and stop complaining.
I think you yt people there should just enjoy the curry and stop complaining.
Identity Attack0.028016793
Insult0.107333586
Profanity0.07676199
Threat0.009981008
Severe Toxicity0.0059127808
Low Tox 0.25462922 Moderate Con 0.356 Humor_Satire
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Was always marco here for a mlm scam?
Was always marco here for a mlm scam?
Identity Attack0.018470341
Insult0.16480011
Profanity0.09034003
Threat0.0072235605
Severe Toxicity0.004711151
Low Tox 0.25462922 Low Con 0.21
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my …
I went to Highschool at J. A. Turner SS in Brampton, during the early 80's and there were a couple black kids and everyone else was white. Then I moved to Montreal, to start my career as a fashion designer... it was surprising to come back to visit family in Toronto and hear how fast Brampton had became a 'brown' town. (Not surprised to hear of India's global domination, as the population of the planet is out of control... consider the population of the planet in 1725 was half a billion, then in 1825 it was 1 billion, then in 1925 it was 2 billion, and in 2025 it is over 8 billion.)
Identity Attack0.3072352
Insult0.0838533
Profanity0.051431753
Threat0.011249693
Severe Toxicity0.009765625
Low Tox 0.25462922 Constructive 0.709
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
even the older indians who came here 30 plus years ago arent happy about the new generation indians coming here
even the older indians who came here 30 plus years ago arent happy about the new generation indians coming here
Identity Attack0.3043136
Insult0.06494803
Profanity0.06646215
Threat0.010421164
Severe Toxicity0.009002686
Low Tox 0.25462922 Moderate Con 0.331
Sep 28, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers …
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers (a terrorist group who wanted Punjab to become a separate homeland for Sikhs) are based here. The Khalistanis committed numerous terrorist attacks and atrocities throughout the 70s and 80s, before finally being put down for good in Operation Blue Star in 1984. Their remnants have wound up in Canada, still pushing for a terrorist ideology and independence movement in a country they've not lived in for years. Even the leader of the NDP is a Khalistan sympathiser. Diplomatic relations between India and Canada have been frosty recently for this reason.
Identity Attack0.2803029
Insult0.12702756
Profanity0.023584666
Threat0.02440793
Severe Toxicity0.008010864
Low Tox 0.25462922 Constructive 0.679 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're gentrifying.
Identity Attack0.28034934
Insult0.08434689
Profanity0.04141149
Threat0.009230154
Severe Toxicity0.00869751
Low Tox 0.25462922 Moderate Con 0.407 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
12:19 "The human trafficker has responded..." 🤣😂😅
12:19 "The human trafficker has responded..." 🤣😂😅
Identity Attack0.020279141
Insult0.0670459
Profanity0.10549548
Threat0.030278467
Severe Toxicity0.0118255615
Low Tox 0.25462922 Low Con 0.228
Jan 27, 2026 154 likes Inside Canada's Indian Invasion...
Deport deport deport make jobs available for young Canadians put them first!
Deport deport deport make jobs available for young Canadians put them first!
Identity Attack0.20483385
Insult0.06953252
Profanity0.016889455
Threat0.022681303
Severe Toxicity0.009613037
Low Tox 0.25462922 Moderate Con 0.31
Aug 28, 2025 Why Canadians Are Turning Against …
Import the third world, become the third world.
Import the third world, become the third world.
Identity Attack0.17614605
Insult0.05144889
Profanity0.023174755
Threat0.012958534
Severe Toxicity0.010604858
Low Tox 0.25462922 Low Con 0.106 Fear_Threat
Oct 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Justin Trudeau's khalistani vote bank 😂
Justin Trudeau's khalistani vote bank 😂
Identity Attack0.22935481
Insult0.24903896
Profanity0.080318145
Threat0.013165667
Severe Toxicity0.017610285
Low Tox 0.25462922 Low Con 0.126 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came …
Sad but true. i am an immigrant myself but I am sad to say these people who manipulate the system to be here and abuse every law are a disgrace to the immigrants who came the right way, follow the law, and assimilate and live Canadian values.
Identity Attack0.17847598
Insult0.19225755
Profanity0.02385794
Threat0.0071847234
Severe Toxicity0.004749298
Low Tox 0.25462922 Constructive 0.682 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other …
Know that so many people in Canada will not speak English and are immigrants if you don’t speak English then go back to your country we don’t need organizations of India here or any other language we have to stand firm like sir John a McDonald said
Identity Attack0.27875587
Insult0.082372494
Profanity0.015967157
Threat0.008026198
Severe Toxicity0.008239746
Low Tox 0.25462922 Constructive 0.51
Aug 29, 2025 Why Canadians Are Turning Against …
We don't need people who worship cow dung as sacred.
We don't need people who worship cow dung as sacred.
Identity Attack0.073429056
Insult0.15236975
Profanity0.07870171
Threat0.008738215
Severe Toxicity0.0077056885
Low Tox 0.25462922 Low Con 0.173 Identity_Assertion
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
😢😢😢Send all back wuere they comee from 😮😮😮😮Like Donald Trump did it 😮😮😮😮please do something about it for CANADA..
😢😢😢Send all back wuere they comee from 😮😮😮😮Like Donald Trump did it 😮😮😮😮please do something about it for CANADA..
Identity Attack0.10221587
Insult0.07967083
Profanity0.022559889
Threat0.044602267
Severe Toxicity0.010528564
Low Tox 0.25462922 Low Con 0.299
Oct 6, 2025 2 likes Why Canadians Are Turning Against …
Boycott Tim Hortons until they hire Canadians
Boycott Tim Hortons until they hire Canadians
Identity Attack0.2700233
Insult0.0638991
Profanity0.02119352
Threat0.040638234
Severe Toxicity0.006942749
Low Tox 0.25462922 Low Con 0.206 Call_To_Action
Feb 4, 2026 Inside Canada's Indian Invasion...
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.009644418
Severe Toxicity0.009155273
Low Tox 0.25462922 Moderate Con 0.479 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
All the Americans come up to Canada and film these videos and never reach out to me the Resident Indian expert! Ive got the details fellas been covering the scams for a while!
Identity Attack0.2028587
Insult0.14331897
Profanity0.031140719
Threat0.00814271
Severe Toxicity0.005264282
Low Tox 0.25462922 Moderate Con 0.477 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Canadian educational institution created this problem cheating Indian student by taking their money and bring them in Canada. I say refund these Indian students with interest and return them bank to India. Problem solved.
Identity Attack0.2839175
Insult0.0813853
Profanity0.018529098
Threat0.00948907
Severe Toxicity0.0063323975
Low Tox 0.25462922 Moderate Con 0.403
Sep 28, 2025 10 likes IRCC Names India in Study …
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West …
Unfettered immigration is destroying western civilization and culture. Leftists suffer from suicidal empathy and the false belief that “multiculturalism is our strength.” Ask the Romans what multiculturalism did to their empire… In reality, the West is setting up Gen Alpha and Gen Beta to either fight existential domestic wars of survival, or become subjugated. The soon-to-be majorities are not going to be kind to the previous majority, like the left gullibly assumes… history has proven this over and over and over again.. (Poland understands the deal with 3rd World immigration… they are one of the few western-aligned nations who are clear-eyed about the situation)
Identity Attack0.23467018
Insult0.14512913
Profanity0.025634222
Threat0.021127338
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.406 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
He's forcing people to say something nasty about Indians but for most part the localities seemed fine
He's forcing people to say something nasty about Indians but for most part the localities seemed fine
Identity Attack0.24462871
Insult0.11978693
Profanity0.117874645
Threat0.013217449
Severe Toxicity0.008621216
Low Tox 0.25462922 Moderate Con 0.412 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We had had enough of the liberal corruption it’s time for them to get ousted out. Nothing you mentioned will help any Canadian.
We had had enough of the liberal corruption it’s time for them to get ousted out. Nothing you mentioned will help any Canadian.
Identity Attack0.099899694
Insult0.1711343
Profanity0.01627459
Threat0.032695748
Severe Toxicity0.005378723
Low Tox 0.25462922 Low Con 0.243
Jan 13, 2026 Canada’s new rules in 2026

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.