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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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Active: "Deport all of them" 1,024 comments · Page 30 of 41
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
Identity Attack0.16373143
Insult0.06739554
Profanity0.01627459
Threat0.010395273
Severe Toxicity0.005531311
Low Tox 0.21241048 Moderate Con 0.347 Unverified_Claim
Jan 30, 2026 Inside Canada's Indian Invasion...
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Only 18k deported??? 😂 Canada is really really bad at deportations! It should be atleast 1 million!
Identity Attack0.13591312
Insult0.07238392
Profanity0.016342908
Threat0.009074804
Severe Toxicity0.004196167
Low Tox 0.21107252 Low Con 0.241 Humor_Satire
Dec 25, 2025 6 likes Deportations From Canada at Their …
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
Identity Attack0.089145996
Insult0.05964688
Profanity0.019553876
Threat0.038220957
Severe Toxicity0.010757446
Low Tox 0.21107252 Moderate Con 0.376 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Deportation is a must..
Deportation is a must..
Identity Attack0.10815793
Insult0.030485468
Profanity0.022354934
Threat0.048158366
Severe Toxicity0.0090789795
Low Tox 0.20973456 Low Con 0.272
Oct 2, 2025 IRCC Names India in Study …
No violent protesters trying to protect the non-citizen criminals from deportation up here? I guess they’re only called in when they think they can impede Trump’s agenda. Selective moral outrage I suppose.
No violent protesters trying to protect the non-citizen criminals from deportation up here? I guess they’re only called in when they think they can impede Trump’s agenda. Selective moral outrage I suppose.
Identity Attack0.052490227
Insult0.15236975
Profanity0.012926984
Threat0.010550622
Severe Toxicity0.0035095215
Low Tox 0.20839658 Moderate Con 0.314 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I dont think deportations are happening. Canadians do not have the resources to track these visa violators.
I dont think deportations are happening. Canadians do not have the resources to track these visa violators.
Identity Attack0.15303208
Insult0.100019015
Profanity0.01579636
Threat0.0097738765
Severe Toxicity0.003967285
Low Tox 0.2043827 Moderate Con 0.355
Dec 29, 2025 Deportations From Canada at Their …
Not Good enough ...need to Triple that number ...deport Criminals and send Students back as their main intentions are to obtain PR and A Canadian Passport...All this caused due to a negligence and Carelessness of …
Not Good enough ...need to Triple that number ...deport Criminals and send Students back as their main intentions are to obtain PR and A Canadian Passport...All this caused due to a negligence and Carelessness of The Treadue Government
Identity Attack0.03919895
Insult0.15627414
Profanity0.014566627
Threat0.010835429
Severe Toxicity0.0037765503
Low Tox 0.20312156 Low Con 0.285
Dec 31, 2025 Deportations From Canada at Their …
Its mass deportation time ...
Its mass deportation time ...
Identity Attack0.10221587
Insult0.035774168
Profanity0.016172111
Threat0.044278983
Severe Toxicity0.00667572
Low Tox 0.20265625 Moderate Con 0.306 Call_To_Action
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Should be 1.8 million deported. Do better Canada!
Should be 1.8 million deported. Do better Canada!
Identity Attack0.10757765
Insult0.04090862
Profanity0.0147374235
Threat0.053654157
Severe Toxicity0.006904602
Low Tox 0.20172562 Low Con 0.288 Call_To_Action
Dec 24, 2025 438 likes Deportations From Canada at Their …
Anyone who is NOT a citizen, who commits a drug or violent crime, should get deported period.
Anyone who is NOT a citizen, who commits a drug or violent crime, should get deported period.
Identity Attack0.022791367
Insult0.06459839
Profanity0.01941724
Threat0.1319513
Severe Toxicity0.005569458
Low Tox 0.20172562 Low Con 0.15 Policy_Critique
Feb 18, 2026 343 likes Canadian immigration officers investigating hundreds …
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
The comments give me hope. The tide is turning. It’s no longer “ racist” to be critical of the problems of mass immigration. The deportations is a good thing.
Identity Attack0.15731181
Insult0.057890166
Profanity0.019348921
Threat0.017674083
Severe Toxicity0.0059509277
Low Tox 0.20172562 Constructive 0.505 Identity_Assertion
Dec 30, 2025 Deportations From Canada at Their …
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as …
Free money, free housing, 50k interest free loans, all on the backs of taxpayers, no wonder ill be paying 500k plus in taxes this year. We need to deport people, if your on benefits as a immigrant for a year gone
Identity Attack0.12440576
Insult0.047349896
Profanity0.014874061
Threat0.027170537
Severe Toxicity0.0059127808
Low Tox 0.20126031 Moderate Con 0.484 Economic_Argument
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
BS they are bring in more than they are deporting
BS they are bring in more than they are deporting
Identity Attack0.058401883
Insult0.061626412
Profanity0.114160895
Threat0.011223801
Severe Toxicity0.0074768066
Low Tox 0.20126031 Low Con 0.147
Dec 30, 2025 Deportations From Canada at Their …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever …
they are giving free food but the homeless don't go ask for food there because they think racially? if food is what they want im sure they will be fed, if its money for whatever else they want prolly wont get any! Canada just needs to enforce stricter rules and deport illegals and students who can't pay for a year upfront, and fraudulent people/companies etc! Immigrants are good but the scale is not and reverse needs to be done for a while!
Identity Attack0.17303948
Insult0.076185785
Profanity0.0147374235
Threat0.009230154
Severe Toxicity0.0050354004
Low Tox 0.20102765 Constructive 0.614 Policy_Critique
Feb 8, 2026 Inside Canada's Indian Metropolis (Brampton)
Over 4 million immigrants this year come on deport deport
Over 4 million immigrants this year come on deport deport
Identity Attack0.18235919
Insult0.03522326
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0050354004
Low Tox 0.200795 Low Con 0.224 Call_To_Action
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Permanent residentency shouldn't be an option for anyone. It's like that in many other countries. If an immigrant gets involved in serious crime or t*rrirism they should be immediately deported without appeal.
Identity Attack0.1808059
Insult0.0573046
Profanity0.029596692
Threat0.03787563
Severe Toxicity0.006904602
Low Tox 0.200795 Moderate Con 0.421
Nov 21, 2025 26 likes Quebec Ends Economic Immigration Program …
After the revolution, mass deportation!
After the revolution, mass deportation!
Identity Attack0.10221587
Insult0.030816011
Profanity0.020032106
Threat0.030623792
Severe Toxicity0.0059127808
Low Tox 0.20032968 Low Con 0.255
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Time for some major deportations.
Time for some major deportations.
Identity Attack0.10221587
Insult0.029493837
Profanity0.01805087
Threat0.05203775
Severe Toxicity0.0061798096
Low Tox 0.20032968 Low Con 0.243 Call_To_Action
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
If the country feel migrants as threat for them they need to band citizenship of the countr y and start to deport the illegal immigrants but the administration have no wisdom to resolve the issues
Identity Attack0.17614605
Insult0.061276767
Profanity0.018119188
Threat0.013321015
Severe Toxicity0.0045394897
Low Tox 0.20009702 Low Con 0.296 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Canada needs mass deportations. Thank you for shining a light on this.
Canada needs mass deportations. Thank you for shining a light on this.
Identity Attack0.12208464
Insult0.036325075
Profanity0.013576009
Threat0.045572113
Severe Toxicity0.006790161
Low Tox 0.19986437 Moderate Con 0.431 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass deportations like the US
Mass deportations like the US
Identity Attack0.14875233
Insult0.034341812
Profanity0.028503597
Threat0.014566151
Severe Toxicity0.0061416626
Low Tox 0.19986437 Low Con 0.291 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
4.9 million people are going to be deported
4.9 million people are going to be deported
Identity Attack0.10409598
Insult0.025026767
Profanity0.038655918
Threat0.051391184
Severe Toxicity0.0066375732
Low Tox 0.19986437 Low Con 0.268 Unverified_Claim
Dec 26, 2025 1 likes Deportations From Canada at Their …
REDEEM FULL DEPORT
REDEEM FULL DEPORT
Identity Attack0.06795148
Insult0.06529768
Profanity0.051181246
Threat0.029587816
Severe Toxicity0.023076924
Low Tox 0.1996317 Low Con 0.201
Dec 10, 2025 Inside Canada's Indian Metropolis (Brampton)
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to …
The truth is, the very characteristic that made Canada so loved internationally is being used against us. A country should under NO CIRCUMSTANCE CHANGE THEIR WAYS/CULTURE TO MAKE ANY IMMIGRANT/MIGRANT/ASYLUM SEEKER MORE "COMFORTABLE". Sad to say this but Canada is too "kind" and too liberal for it's own good. They essentially would have a rabid animal gnawing at their leg but would not try to stop it because the animal maybe "scared" or "hungry" or don't want to hurt it's feeling or something. If Canadians do no protect it's values and culture by restricting and massively reducing integration and not hesitating to deport criminal immigrants, the very soul and identity of this beautiful country will be gone FOREVER (some would already say that already happened)!! That's why I respect Poland so much, they said NO to mass migration by way of asylum seekers, regardless of the backlash from the EU, but that's why unlike those other countries that did the mass migration, Poland remains one of if not the safest European country and best of all, KEPT THEIR IDENTITY!!!
Identity Attack0.07508347
Insult0.10148193
Profanity0.028503597
Threat0.012181788
Severe Toxicity0.0063323975
Low Tox 0.19939905 Constructive 0.664 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …

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.