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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 870 of 1230
thank you for covering this epidemic
thank you for covering this epidemic
Identity Attack0.0073995716
Insult0.024124376
Profanity0.021466793
Threat0.0077154995
Severe Toxicity0.0023460388
Low Tox 0.07608539 Moderate Con 0.449 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Well what are their motives from India ? The motive is earning 3k a yr in salary without a degree in India. India is a developing country. Their hunger to earn a bigger salary is …
Well what are their motives from India ? The motive is earning 3k a yr in salary without a degree in India. India is a developing country. Their hunger to earn a bigger salary is obvious.
Identity Attack0.048480038
Insult0.023866551
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016975403
Low Tox 0.07608539 Low Con 0.297
Sep 29, 2025 IRCC Names India in Study …
elbows up though right? lol
elbows up though right? lol
Identity Attack0.004846719
Insult0.023479814
Profanity0.030389199
Threat0.009981008
Severe Toxicity0.0028038025
Low Tox 0.07608539 Moderate Con 0.37
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Lol Canadians aren't even going.
Lol Canadians aren't even going.
Identity Attack0.14631197
Insult0.010873457
Profanity0.00012526714
Threat0.00039165965
Severe Toxicity0.0000078662815
Low Tox 0.076035306 Humor_Satire
Dec 9, 2025
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only to those it needs and that as a privilege -NO ONE has any rights to coming to Canada and those who are accorded such an opportunity need to understand clearly that they are opting for a new way of life that gives them opportunity and must be prepared psychologically to adapt and contribute -This concept has been brutalized in recent decades and law order and expectations have been trampled on -Hence today’s situation-a Canadian who came according to law and embraced Canada its way of life and Canadians
Identity Attack0.035589635
Insult0.029053112
Profanity0.012107162
Threat0.006977591
Severe Toxicity0.0019931793
Low Tox 0.075294 Constructive 0.616 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Could you do a vid on deer island newyork?
Could you do a vid on deer island newyork?
Identity Attack0.014752249
Insult0.017088935
Profanity0.035649836
Threat0.013631714
Severe Toxicity0.004425049
Low Tox 0.075294 Moderate Con 0.341 Question
Feb 17, 2026 Inside Canada's Indian Invasion...
A lot of them don’t care how they drive,speeding in construction zones, passing in construction zones. Funny thing after more and more immigrants here in Canada ICBC switched to no fault insurance
A lot of them don’t care how they drive,speeding in construction zones, passing in construction zones. Funny thing after more and more immigrants here in Canada ICBC switched to no fault insurance
Identity Attack0.039714564
Insult0.02425329
Profanity0.012517073
Threat0.0063108844
Severe Toxicity0.0016403198
Low Tox 0.075294 Moderate Con 0.449
Aug 26, 2025 3 likes Why Canadians Are Turning Against …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more …
Unplanned immigration policy of present government is causing problems like employment housing and also in some extent in culture. * Government is not encouraging entrepreneurs in creating labor oriented manufacturing companies. Companies those employing more labor should be less taxed. BYE CANADIAN Only. HI TAX for imported goods. * Build thousands condominiums by government and rent them to low income people. Decentralized from major cities. * Lower the TAX like USA * Implement Health insurance like USA. Easy Medical loan who needed. * Women should be encouraged to take babies and raise kids for population growth. Increase child benefits and handsome pregnancy award to give birth. Maternity benefits for 3 years. * Culture is freedom of choice on one hand and it should be practiced in private places or in closed boundaries. There should not be any national culture or majority culture. All should respect each other and don't try to impose anything to others. So no public display or disturbances by culture issues. * Omitting bilingual system of English French. It's very stupidity. In office or workplaces ONLY English Please. Quebec only French. Not both. Government language only English. In private places you speak anything but outside only English. It could be broken English but English. It's important. The solutions are in front of us, government don't want to act
Identity Attack0.0233943
Insult0.028171662
Profanity0.014054239
Threat0.0067186756
Severe Toxicity0.002298355
Low Tox 0.075294 Constructive 0.684 Policy_Critique
Sep 15, 2025 Why Canadians Are Turning Against …
Crash in Brampton just a few hours ago with 5 injured
Crash in Brampton just a few hours ago with 5 injured
Identity Attack0.0074365693
Insult0.013820915
Profanity0.02167175
Threat0.044278983
Severe Toxicity0.003452301
Low Tox 0.075294 Moderate Con 0.347 Unverified_Claim
Jan 28, 2026 43 likes Inside Canada's Indian Invasion...
that guy on the bike though 😆😆😆
that guy on the bike though 😆😆😆
Identity Attack0.0053276913
Insult0.02051482
Profanity0.026317406
Threat0.011223801
Severe Toxicity0.0038146973
Low Tox 0.075294 Moderate Con 0.373 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
You know when global and cbc are reporting on issues like this, it’s gotten BAD 😂
You know when global and cbc are reporting on issues like this, it’s gotten BAD 😂
Identity Attack0.0037367835
Insult0.028281843
Profanity0.015625564
Threat0.0063367756
Severe Toxicity0.0014972687
Low Tox 0.075294 Low Con 0.275 Humor_Satire
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Europe pay attention!!! This is what is going to happen in Europe with the new EU - India mobility pact.
Europe pay attention!!! This is what is going to happen in Europe with the new EU - India mobility pact.
Identity Attack0.043839492
Insult0.017936565
Profanity0.021535112
Threat0.010214032
Severe Toxicity0.0030326843
Low Tox 0.075294 Low Con 0.143 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Mena cultural immigrants that has devided Canada would probably be a more important topic? As they have done in UK and Europe in general...
Mena cultural immigrants that has devided Canada would probably be a more important topic? As they have done in UK and Europe in general...
Identity Attack0.052035484
Insult0.02212623
Profanity0.011441057
Threat0.006550381
Severe Toxicity0.0018310547
Low Tox 0.075294 Moderate Con 0.463 Fear_Threat
Feb 11, 2026 Canada's tighter immigration policy divides …
1 question: How's the smell?
1 question: How's the smell?
Identity Attack0.0024973555
Insult0.02173949
Profanity0.021603432
Threat0.006259101
Severe Toxicity0.0017166138
Low Tox 0.075294 Moderate Con 0.34
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
This is propaganda!!!!
This is propaganda!!!!
Identity Attack0.0046987277
Insult0.020708188
Profanity0.015898837
Threat0.00675104
Severe Toxicity0.0019168854
Low Tox 0.075294 Low Con 0.264
Aug 27, 2018 1 likes How much do refugees and …
They’re obviously trying to withdraw information 💀
They’re obviously trying to withdraw information 💀
Identity Attack0.0041992567
Insult0.020450363
Profanity0.043415543
Threat0.007521313
Severe Toxicity0.0030136108
Low Tox 0.075294 Low Con 0.09 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Brampton used to be Canadian with some Caribbean. Now....
Brampton used to be Canadian with some Caribbean. Now....
Identity Attack0.047190998
Insult0.025026767
Profanity0.012858666
Threat0.0062137907
Severe Toxicity0.0018882751
Low Tox 0.075294 Moderate Con 0.34
Sep 18, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
please keep sleeping as what ever you discover was well known to every one in Canada۔
please keep sleeping as what ever you discover was well known to every one in Canada۔
Identity Attack0.010581387
Insult0.028061481
Profanity0.011065305
Threat0.008375733
Severe Toxicity0.001745224
Low Tox 0.075294 Moderate Con 0.31 Meta_Commentary
Sep 29, 2025 IRCC Names India in Study …
You lost me on your AD, adios
You lost me on your AD, adios
Identity Attack0.0035147965
Insult0.023995465
Profanity0.027000591
Threat0.007819066
Severe Toxicity0.0023651123
Low Tox 0.075294 Moderate Con 0.384 Meta_Commentary
Feb 27, 2026 Inside Canada's Indian Invasion...
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
"greatest country on earth" yeah i dont think so bud, on what statistics in usa the greatest
Identity Attack0.034558404
Insult0.023221988
Profanity0.018255826
Threat0.006770459
Severe Toxicity0.0020217896
Low Tox 0.075294 Low Con 0.245 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deportations are not at a high enough level. We need to increase it 100x and stop letting more in. We need to fix Canada first.
Deportations are not at a high enough level. We need to increase it 100x and stop letting more in. We need to fix Canada first.
Identity Attack0.034558404
Insult0.018065477
Profanity0.009869732
Threat0.009126588
Severe Toxicity0.0022125244
Low Tox 0.075294 Moderate Con 0.367 Call_To_Action
Dec 30, 2025 1 likes Deportations From Canada at Their …
Who is this lady
Who is this lady
Identity Attack0.01666154
Insult0.025155678
Profanity0.026454043
Threat0.008181547
Severe Toxicity0.00289917
Low Tox 0.075294 Moderate Con 0.407
Oct 3, 2025 IRCC Names India in Study …
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that …
My mother came to Canada in 1965 with her family. She learned how to speak english by watching kids shows on TV. She had 4 girls by 1979. She could speak fluent English by that time. We lived in low rentals with other immigrants. It was all about one another. The many different cultures came together and shared. We were all dirt poor, but we all accepted one another for who we are. No one was better than another. Every kid I grew up with was a tried and true Canadian. Every single one became a citizen if they weren't born here. We all learned from one another. This Canada? It's not the Canada I know. I was born in Ontario. Many of my family members are still there. They're looked down upon. What? They're Canadians but they're looked down upon for being in that same small town. It's Sad. We need another peaceful protest in Ottawa. Save our Canada.
Identity Attack0.027011903
Insult0.031256735
Profanity0.026454043
Threat0.0071199946
Severe Toxicity0.0022220612
Low Tox 0.075294 Constructive 0.844 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
Thanks Carney. You have done nothing
Thanks Carney. You have done nothing
Identity Attack0.002210622
Insult0.031807642
Profanity0.013576009
Threat0.0062396824
Severe Toxicity0.0011825562
Low Tox 0.075294 Moderate Con 0.373
Jan 15, 2026 Canada’s new rules in 2026
"This provides a safe environment".....aka gentrification of america
"This provides a safe environment".....aka gentrification of america
Identity Attack0.024801146
Insult0.023866551
Profanity0.011526455
Threat0.006977591
Severe Toxicity0.001783371
Low Tox 0.075294 Low Con 0.27 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...

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.