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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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Active: Tox: 0.5 – 1 4,704 comments · Page 167 of 189
She's incompetent and a DEI,perfect Liberal MP!
She's incompetent and a DEI,perfect Liberal MP!
Identity Attack0.058856625
Insult0.6149945
Profanity0.10549548
Threat0.00823333
Severe Toxicity0.016190045
Moderate 0.52007306 Low Con 0.206 Insult Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
You're a puppet for scam apps good job. Everyone knows how much money you can make off that garbage. About 25 bucks for probably a hundred hours of gaming. Then you never earn quick enough …
You're a puppet for scam apps good job. Everyone knows how much money you can make off that garbage. About 25 bucks for probably a hundred hours of gaming. Then you never earn quick enough for anything.
Identity Attack0.008953481
Insult0.5678696
Profanity0.22663295
Threat0.007573096
Severe Toxicity0.016125489
Moderate 0.52007306 Low Con 0.287 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway .......... because some of you are lazy and consume substances
boy ........... this is reverse colonialism ............. if you allow more immigration ............ you are doomed ............ if you dont ........ you are doomed anyway .......... because some of you are lazy and consume substances
Identity Attack0.15945168
Insult0.5678696
Profanity0.114160895
Threat0.011638066
Severe Toxicity0.02258113
Moderate 0.52007306 Low Con 0.166 Insult Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
"they cant even be a cashier" omfg white racist guy on the bike is not so off on that one lmao. I work retail and I had to train an indian woman who had been …
"they cant even be a cashier" omfg white racist guy on the bike is not so off on that one lmao. I work retail and I had to train an indian woman who had been living in canada for over a year atp and months into her working with me I had to teach her that a dollar had 100 cents in it.. I have no idea how she managed to live here for so long or why tf my manager even hired her
Identity Attack0.49584505
Insult0.47384647
Profanity0.39409557
Threat0.011715741
Severe Toxicity0.04666401
Moderate 0.52007306 Constructive 0.62 Personal_Narrative
Feb 4, 2026 Inside Canada's Indian Invasion...
This video was a hitjob to target indians
This video was a hitjob to target indians
Identity Attack0.48915586
Insult0.36021477
Profanity0.38845423
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.193
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Id BET every one smells like a STANKY UN WASHED PUNJAB!!!
Id BET every one smells like a STANKY UN WASHED PUNJAB!!!
Identity Attack0.38208112
Insult0.5145894
Profanity0.26634997
Threat0.022853967
Severe Toxicity0.16960317
Moderate 0.52007306 Low Con 0.182 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Cancel all the permit and restart.. Incompetent people...fire them all
Cancel all the permit and restart.. Incompetent people...fire them all
Identity Attack0.04667538
Insult0.5239335
Profanity0.10240069
Threat0.44457343
Severe Toxicity0.023076924
Moderate 0.52007306 Low Con 0.099 Insult
Sep 29, 2025 IRCC Names India in Study …
India always destroys the world order of life😢
India always destroys the world order of life😢
Identity Attack0.5689151
Insult0.36798462
Profanity0.20592089
Threat0.13815513
Severe Toxicity0.18538254
Moderate 0.52007306 Low Con 0.196 Identity Attack Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
White liberal Socialist women and soy boy men are the problem not Muslim men who can take total control of the country and put these low lives in their place.
Identity Attack0.57957685
Insult0.46173862
Profanity0.20016506
Threat0.03304107
Severe Toxicity0.0394905
Moderate 0.52007306 Low Con 0.198 Identity Attack Fear_Threat
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in …
It's a two headed monster - on the right, corporate property conglomerates have QUADRUPLED RENTS IN 20 years! on the left - CLOWNS have stopped having children because they hate themselves, and they welcome in invaders from other countries that are already overpopulated. The West is done until this two-headed snake is stopped, and in some countries, like Canada, it's probably already too late. Too bad, Canada used to have the hottest women.
Identity Attack0.2781757
Insult0.5723624
Profanity0.18417911
Threat0.010602405
Severe Toxicity0.023076924
Moderate 0.52007306 Low Con 0.279 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Does anyone else get really excited when Tyler makes a video about India, Im not even Indian Im Mexican but I feel an affinity with Indians so much except for the poop eating and paganism
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.019918699
Severe Toxicity0.0912254
Moderate 0.51980776 Constructive 0.569 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I hate them
I hate them
Identity Attack0.36702603
Insult0.26957804
Profanity0.29209393
Threat0.04029291
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.4 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
That is why Indians should be deported. They always say their country is the greatest, so sent them back to their great country.
Identity Attack0.5948528
Insult0.34203702
Profanity0.1765991
Threat0.114629425
Severe Toxicity0.13599765
Moderate 0.51980776 Low Con 0.175 Identity Attack Identity_Assertion
Sep 30, 2025 IRCC Names India in Study …
Disgusting , this new india. Soon canada will became 3rd world, there's no reason to move here.
Disgusting , this new india. Soon canada will became 3rd world, there's no reason to move here.
Identity Attack0.46028158
Insult0.5130944
Profanity0.08807703
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.256 Insult
Sep 29, 2025 9 likes Inside Canada's Indian Metropolis (Brampton)
if you are white and this doesn't make your blood boil, you need psychiatric help.
if you are white and this doesn't make your blood boil, you need psychiatric help.
Identity Attack0.5498214
Insult0.42743355
Profanity0.2263305
Threat0.060443077
Severe Toxicity0.024772761
Moderate 0.51980776 Low Con 0.201 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that …
Unlike her, my/others concern is that it doesn't ramp up and a 'don't let the door hit you in the ass on your way out' clause for temp foreign workers should be added to that bill. 80 million though, apparently they're sending them back in 1st class.
Identity Attack0.12440576
Insult0.40189892
Profanity0.47435758
Threat0.12076248
Severe Toxicity0.02373986
Moderate 0.51980776 Constructive 0.695
Dec 28, 2025 Deportations From Canada at Their …
I get just under $1,800. A month pension & these lowlife imigrants get that in a week, ALL COMMUNIST LIBERALS FAULT, KICK OUT LOWLIFE LIBERALS & MIGRANTS
I get just under $1,800. A month pension & these lowlife imigrants get that in a week, ALL COMMUNIST LIBERALS FAULT, KICK OUT LOWLIFE LIBERALS & MIGRANTS
Identity Attack0.50588524
Insult0.46774593
Profanity0.12639372
Threat0.44185185
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.298 Identity Attack
Sep 9, 2025 Why Canadians Are Turning Against …
ONCE THEY BUILD A TEMPLE ITS OVER !!! FROM SURREY BC !!!!!!!!!! 🥵🤡🥵🤡 👳🏾‍♂️ 👳🏾‍♂️ extortionists / scam artists
ONCE THEY BUILD A TEMPLE ITS OVER !!! FROM SURREY BC !!!!!!!!!! 🥵🤡🥵🤡 👳🏾‍♂️ 👳🏾‍♂️ extortionists / scam artists
Identity Attack0.27759558
Insult0.48675314
Profanity0.18786818
Threat0.051067904
Severe Toxicity0.042180564
Moderate 0.51980776 Low Con 0.135 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Illegal Junk is destroying Canada
Illegal Junk is destroying Canada
Identity Attack0.45610145
Insult0.5130944
Profanity0.22562476
Threat0.027170537
Severe Toxicity0.02378681
Moderate 0.51980776 Low Con 0.221 Insult
Sep 19, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
4:51 "im as racist as the next guy.." hahah 😂😂😂
4:51 "im as racist as the next guy.." hahah 😂😂😂
Identity Attack0.3817989
Insult0.29855028
Profanity0.20700185
Threat0.053654157
Severe Toxicity0.026936848
Moderate 0.51980776 Low Con 0.277 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
White race is 8% of the worlds population these darkies are going after the minority like pack animals they know how to get the fasted and biggest feed.
White race is 8% of the worlds population these darkies are going after the minority like pack animals they know how to get the fasted and biggest feed.
Identity Attack0.5680164
Insult0.4555076
Profanity0.3033754
Threat0.08856395
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.186 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
deport the pest of Canada They ruin the Count they follow the rules and the law of Canada!!
deport the pest of Canada They ruin the Count they follow the rules and the law of Canada!!
Identity Attack0.4887047
Insult0.5130944
Profanity0.108590275
Threat0.057856824
Severe Toxicity0.02411546
Moderate 0.51980776 Low Con 0.163 Insult Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Indian scammers? No way.....
Indian scammers? No way.....
Identity Attack0.5135796
Insult0.5130944
Profanity0.15459715
Threat0.009825659
Severe Toxicity0.023076924
Moderate 0.51980776 Low Con 0.219 Identity Attack Insult Humor_Satire
Sep 30, 2025 IRCC Names India in Study …
Ur fucking awesome for this thanks tyler
Ur fucking awesome for this thanks tyler
Identity Attack0.018168874
Insult0.16809943
Profanity0.7246992
Threat0.009048914
Severe Toxicity0.03680043
Moderate 0.51980776 Moderate Con 0.451 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
He lied when he said "we don't negate anybody"...... the reality is that Hindus are the most racists when it comes to dealing with other religions....
He lied when he said "we don't negate anybody"...... the reality is that Hindus are the most racists when it comes to dealing with other religions....
Identity Attack0.57150364
Insult0.44464502
Profanity0.09098661
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.307 Identity Attack
Oct 5, 2025 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.