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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 114 of 1230
When I sit in meetings at my job in healthcare and I'm the only person that speaks English, and I mean these people can't make themselves understood properly, I don't give a shit anymore if …
When I sit in meetings at my job in healthcare and I'm the only person that speaks English, and I mean these people can't make themselves understood properly, I don't give a shit anymore if its racist, our country is broken.
Identity Attack0.36702603
Insult0.4339631
Profanity0.6242122
Threat0.014220826
Severe Toxicity0.07542343
Moderate 0.6027529 Constructive 0.537 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
channels like this need to be canceled lmfao racist af
channels like this need to be canceled lmfao racist af
Identity Attack0.40713623
Insult0.44126466
Profanity0.33376193
Threat0.10389658
Severe Toxicity0.14916596
Moderate 0.6027529 Low Con 0.199 Meta_Commentary
Feb 26, 2026 4 likes Inside Canada's Indian Invasion...
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you …
Deport them all immediately. Deport anyone with suspicion of offense. Deport anyone without citizenship or PR, criminal or not. No more sponsors. If you're not Canadians or PR today, it's time to go. If you are a foreign national and are suspected of ties to this, Canadian status revoked, deported. We need to stop being suckers.
Identity Attack0.36702603
Insult0.6308392
Profanity0.36230123
Threat0.05397744
Severe Toxicity0.02514347
Moderate 0.6027529 Low Con 0.292 Insult Call_To_Action
Feb 24, 2026 Canadian immigration officers investigating hundreds …
I'm Canadian this is sick....go back to India
I'm Canadian this is sick....go back to India
Identity Attack0.57957685
Insult0.5015486
Profanity0.17987521
Threat0.013528148
Severe Toxicity0.06225512
Moderate 0.6027529 Moderate Con 0.384 Identity Attack Insult Identity_Assertion
Nov 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Your channel is so negative. Your always trying to shame communities. I wounder about your upbringing, I believe you were abused child
Your channel is so negative. Your always trying to shame communities. I wounder about your upbringing, I believe you were abused child
Identity Attack0.17769934
Insult0.48313886
Profanity0.27747265
Threat0.13245705
Severe Toxicity0.16960317
Moderate 0.6027529 Constructive 0.507 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
parasites. Trudeau caused it.
parasites. Trudeau caused it.
Identity Attack0.047706615
Insult0.6500014
Profanity0.17148167
Threat0.008194493
Severe Toxicity0.021935565
Moderate 0.6027529 Low Con 0.13 Insult Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
In Hinduism we don't say Christianity is bad, Islam is bad, etc and turn a Church into a Temple. Ridiculous.
In Hinduism we don't say Christianity is bad, Islam is bad, etc and turn a Church into a Temple. Ridiculous.
Identity Attack0.5075293
Insult0.5935568
Profanity0.22663295
Threat0.009281937
Severe Toxicity0.023076924
Moderate 0.6027529 Low Con 0.27 Identity Attack Insult Moral_Argument
Jan 17, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
This is genuinely crap to see and it's happening in more places than you know. Very sad.
This is genuinely crap to see and it's happening in more places than you know. Very sad.
Identity Attack0.013345404
Insult0.4339631
Profanity0.5722072
Threat0.008168601
Severe Toxicity0.023076924
Moderate 0.6027529 Constructive 0.535 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Every single problem we have in Canada stems from to many immigrants brought in by the liberals to try and hold forever power. You ignorant liberal voters did this
Every single problem we have in Canada stems from to many immigrants brought in by the liberals to try and hold forever power. You ignorant liberal voters did this
Identity Attack0.37292135
Insult0.6500014
Profanity0.11292298
Threat0.008272167
Severe Toxicity0.020257099
Moderate 0.6027529 Low Con 0.258 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I know what that guy meant in the helmet when he said dirty Indians
I know what that guy meant in the helmet when he said dirty Indians
Identity Attack0.6007182
Insult0.5239335
Profanity0.36230123
Threat0.019746035
Severe Toxicity0.16960317
Moderate 0.6027529 Moderate Con 0.344 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
they are doing the same all over the world. america is not the greatest country. all the colonies of britain are screwed
Identity Attack0.45348886
Insult0.563347
Profanity0.46460027
Threat0.009929225
Severe Toxicity0.052940834
Moderate 0.6027529 Low Con 0.257 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Note:Khalistanis are not considered as a indians,we considered them as terr**sts.
Note:Khalistanis are not considered as a indians,we considered them as terr**sts.
Identity Attack0.57957685
Insult0.54471385
Profanity0.46460027
Threat0.13498579
Severe Toxicity0.3536391
Moderate 0.6027529 Moderate Con 0.323 Identity Attack Insult Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Ah yes, we're already a dying minority globally, so why not just flood the last remaining barely majority white countries with millions of third world shitbreeders.
Identity Attack0.5548181
Insult0.5130944
Profanity0.5365423
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.188 Identity Attack Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Tag the useless government Canadians are dying
Tag the useless government Canadians are dying
Identity Attack0.50125694
Insult0.57787937
Profanity0.16822512
Threat0.13448004
Severe Toxicity0.02444411
Moderate 0.6027529 Low Con 0.219 Identity Attack Insult Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This is heartbeat of canafuckistand
This is heartbeat of canafuckistand
Identity Attack0.20680901
Insult0.37733194
Profanity0.68353343
Threat0.01238892
Severe Toxicity0.1762085
Moderate 0.6027529 Low Con 0.227
Nov 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Latina canadian here.. Cant stand these indians/pakis. Send then back to india..
Latina canadian here.. Cant stand these indians/pakis. Send then back to india..
Identity Attack0.6928741
Insult0.46327567
Profanity0.23083201
Threat0.10542984
Severe Toxicity0.16960317
Moderate 0.6027529 Moderate Con 0.303 Identity Attack Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Being invaded by the people who literally throw shit at each other might be the worst thing that could happen to Canada
Identity Attack0.23239216
Insult0.43450394
Profanity0.64657205
Threat0.027170537
Severe Toxicity0.059217658
Moderate 0.6027529 Low Con 0.219 Fear_Threat
Feb 25, 2026 4 likes Inside Canada's Indian Invasion...
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And …
I'm a permanent resident who came almost 2 years ago as part of the federal skilled program. I came legally with proven track record and an IELTS test score of 8 out of 9. And I say, "well done". You need to prove your worth or you should get out. No mercy to the scums and liars.
Identity Attack0.018269362
Insult0.6798578
Profanity0.22321637
Threat0.01119791
Severe Toxicity0.017222947
Moderate 0.6027529 Constructive 0.647 Insult
Dec 26, 2025 Deportations From Canada at Their …
"The government" is just code for "we're going to genocide you and steal everything you have and laugh at you while calling you a bigot"
"The government" is just code for "we're going to genocide you and steal everything you have and laugh at you while calling you a bigot"
Identity Attack0.18235919
Insult0.42367843
Profanity0.22792831
Threat0.5940531
Severe Toxicity0.19761463
Moderate 0.6027529 Low Con 0.22 Threat Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent …
Canadian government is to blame. None of PM are able to manage the country well, and it is deteriorated year by year, including cost of living, medical system, and infrastructures. Foreign policies are basically non-existent to help the growth of the country instead support the stupid moves.
Identity Attack0.10221587
Insult0.65129566
Profanity0.2258264
Threat0.008349842
Severe Toxicity0.016964722
Moderate 0.6027529 Moderate Con 0.33 Insult Policy_Critique
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Canadians are the biggest cucks on the planer now. They literally get social status by hating their own race and demanding to be replaced. It didn’t start with the dot Indians either, they let the …
Canadians are the biggest cucks on the planer now. They literally get social status by hating their own race and demanding to be replaced. It didn’t start with the dot Indians either, they let the Chinese take their west coast, flooded their east with Arabs, and filled the prairies with sub-Saharans. They’re all horrified to even speak about it.
Identity Attack0.57957685
Insult0.57566804
Profanity0.37854016
Threat0.023544617
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.235 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians know their people are known for fraud. Their parents teach em. Indias known to live off on propaganda and lies Embarrassing for them. BUT I wonder who from our Canadian government chose these fraudsters …
Indians know their people are known for fraud. Their parents teach em. Indias known to live off on propaganda and lies Embarrassing for them. BUT I wonder who from our Canadian government chose these fraudsters why not the good quality Indians. Why the cheap, corrupt kind..??!🤔🤔🤔
Identity Attack0.5948528
Insult0.57566804
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.07805709
Moderate 0.6027529 Moderate Con 0.376 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
Never trust people from india
Never trust people from india
Identity Attack0.6853638
Insult0.34782293
Profanity0.2263305
Threat0.038220957
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.281 Identity Attack
Oct 1, 2025 IRCC Names India in Study …
I HAVE 120 BUCKS A MONTH AFTER BILLS, NO COUNTING FOOD, LIVING OFF INSTANT NOODLES AND A 2 DOLLAR TOMATO, COUNTRY SUCKS
I HAVE 120 BUCKS A MONTH AFTER BILLS, NO COUNTING FOOD, LIVING OFF INSTANT NOODLES AND A 2 DOLLAR TOMATO, COUNTRY SUCKS
Identity Attack0.10221587
Insult0.48627716
Profanity0.4596479
Threat0.007832011
Severe Toxicity0.02373986
Moderate 0.6027529 Moderate Con 0.352 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
NEVER EVER TRUST an Indian! Over here in the U.S., they abused the H-1B work visas!!! Trump just tagged a $100,000 on all H-1B VISA!! 🎉🎉🎉
NEVER EVER TRUST an Indian! Over here in the U.S., they abused the H-1B work visas!!! Trump just tagged a $100,000 on all H-1B VISA!! 🎉🎉🎉
Identity Attack0.6106996
Insult0.38406035
Profanity0.2188925
Threat0.058503386
Severe Toxicity0.19149859
Moderate 0.6027529 Moderate Con 0.352 Identity Attack
Sep 30, 2025 2 likes 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.