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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: "Why don't they translate the …" 25 comments
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t …
This smuggler isn’t even speaking Punjabi, it’s all Hindi pretending to be a punjabi person lol. Even got you to meet up at a gurdwara so he has cover. Anyone that’s originally from Punjab wouldn’t be speaking Hindi when trying to translate it, dudes a scumbag
Identity Attack0.36942887
Insult0.6677319
Profanity0.4170448
Threat0.033386398
Severe Toxicity0.20067264
Moderate 0.6426206 Moderate Con 0.336 Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation. The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Identity Attack0.27171627
Insult0.6308392
Profanity0.43272525
Threat0.011249693
Severe Toxicity0.024960563
Moderate 0.6020386 Constructive 0.749 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the …
Just take a look at India,the world's biggest sh!th0le and then ask yourself why you think importing millions of them is going to turn Canada/U.S/Australia/U.K/Germany/Japan into paradise. All i hear is the same WEF excuse:"the whites are too lazy to work" which can be translated as "we need cheap third world labor to drive down costs". The ruling elites of the West are all WEF. Got any shares in BlackRock???
Identity Attack0.50125694
Insult0.48484445
Profanity0.39409557
Threat0.01508414
Severe Toxicity0.052940834
Moderate 0.50503236 Low Con 0.297 Identity Attack Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
⚠️⚠️⚠️ LEARN THE TRUTH ABOUT HITLER. GO LISTEN TO SOME OF HIS SPEECHES NOW THAT WE HAVE AI TO TRANSLATE THEM FOR US. YOU WILL BE SHOCKED. HE WAS NOT THE MAN WE WERE TAUGHT …
⚠️⚠️⚠️ LEARN THE TRUTH ABOUT HITLER. GO LISTEN TO SOME OF HIS SPEECHES NOW THAT WE HAVE AI TO TRANSLATE THEM FOR US. YOU WILL BE SHOCKED. HE WAS NOT THE MAN WE WERE TAUGHT HE WAS. DON'T BELIEVE ME? GO LISTEN. ⚠️⚠️⚠️
Identity Attack0.13805299
Insult0.06984934
Profanity0.078378424
Threat0.03373172
Severe Toxicity0.023076924
Moderate 0.33421695 Moderate Con 0.321
Aug 29, 2025 Why Canadians Are Turning Against …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers license and somehow he was driver a very expensive car. someone explain how that works? either be canadian or even alittle canadian just as long as ur not someone who simply lives here and has no intention of ever even understanding what it means to be canadian.
Identity Attack0.1444726
Insult0.16897665
Profanity0.29209393
Threat0.008026198
Severe Toxicity0.013349563
Moderate 0.31686464 Constructive 0.532 Policy_Critique
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! …
It’s just so lovely how some people insist they own this country, even though their great-great-grandparents were, historically speaking, the original undocumented immigrants. Nothing says 'true Canadian' quite like a conveniently selective memory about history! And speaking of people who 'established' things: Have you noticed all the homeless folks? They’re overwhelmingly non-brown people. It’s almost baffling—here they are, the supposed descendants of 'pioneers' who’ve had centuries to 'build and settle,' and yet they apparently still couldn't manage to establish anything for themselves. I guess that superior heritage and centuries of head-start didn't quite translate into a sturdy roof, did it? How wonderfully ironic
Identity Attack0.24293575
Insult0.08484049
Profanity0.02433617
Threat0.007870848
Severe Toxicity0.0061798096
Low Tox 0.23523538 Constructive 0.546
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation …
The great population replacement theory is not theory anymore , results achieved , RCMP and Immigration pretending to do something via media spin and visual manipulation . Here is the con : headlines say investigation , translation "we're looking into it " . Media shows shooting and netflix shooting drama . ...public perception of safety acheived , drinks all around for fooling them again .
Identity Attack0.020681098
Insult0.06953252
Profanity0.024404489
Threat0.063352615
Severe Toxicity0.0051498413
Low Tox 0.19314334 Moderate Con 0.343 Unverified_Claim
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
Translation Punjab = Pakistan Punjab.
Translation Punjab = Pakistan Punjab.
Identity Attack0.16159154
Insult0.07903719
Profanity0.066963166
Threat0.011974656
Severe Toxicity0.017674843
Low Tox 0.15158679 Low Con 0.257 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad …
My only issue is if you come here, AT LEAST LEARN THE BASICS of the language here, not speak your own language and expect people to understand or translate. That and don't bring the bad mannerisms from your country here. Food and fine arts culture is fine though.
Identity Attack0.06476828
Insult0.034341812
Profanity0.020168742
Threat0.006861079
Severe Toxicity0.0033569336
Low Tox 0.13908891 Constructive 0.638
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been …
I hope Canada only accept who can speak English or French If immigrant could not speak Canadian languages they should not immigrate to Canada Enough is enough I know Chinese or Indian who has been living in Canada for 20 years however can not speak English.we have to pay for translation
Identity Attack0.105836816
Insult0.026444806
Profanity0.011475217
Threat0.0070552654
Severe Toxicity0.0025749207
Low Tox 0.11367676 Constructive 0.635
Dec 31, 2025 Why Canadians Are Turning Against …
She came here to study. And then she is classed as a TEMPORARY Foreign Worker. She even acknowleges that she doesn't have enough experience under the program's stipulations to stay. Is something lost in translation …
She came here to study. And then she is classed as a TEMPORARY Foreign Worker. She even acknowleges that she doesn't have enough experience under the program's stipulations to stay. Is something lost in translation here? 🧐 She now has transferrable skills AND an education to take back to her home country. AND she can reapply to reimmigrate as a PERMANENT RESIDENT next time. She is exploiting the system.
Identity Attack0.023997234
Insult0.04090862
Profanity0.014839902
Threat0.0067057298
Severe Toxicity0.0020694733
Low Tox 0.11223003 Constructive 0.66 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u …
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u speak different languages thats why translators exist some make the job marketing just to hard
Identity Attack0.062039822
Insult0.02425329
Profanity0.03915693
Threat0.007909686
Severe Toxicity0.0035095215
Low Tox 0.10653123 Constructive 0.662 Policy_Critique
Feb 8, 2026 Inside Canada's Indian Invasion...
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week …
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week later I found a job in the machineshop for 3.00 Dollars. Good thing the foreman found a portugiese employee who translated from spanish to english, I myself spoke german, ever since then I did I was on the upswing. The government gave me nothing, had enough money to go back. Always a dictionary in my pocket. In six weeks i know enough english to make the driverlicence and bought a car.
Identity Attack0.022590388
Insult0.030926194
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.0020122528
Low Tox 0.07687678 Constructive 0.654
Aug 10, 2019 14 likes How much do refugees and …
Dommage, Translate your vidéo an French please, i’am not understand english. Good day of Paris😊
Dommage, Translate your vidéo an French please, i’am not understand english. Good day of Paris😊
Identity Attack0.01756594
Insult0.017807651
Profanity0.021876704
Threat0.009126588
Severe Toxicity0.0030899048
Low Tox 0.07371122 Moderate Con 0.495 Meta_Commentary
Feb 8, 2026 Inside Canada's Indian Invasion...
@8:53 translation, its an idol.
@8:53 translation, its an idol.
Identity Attack0.005364689
Insult0.025284592
Profanity0.021330157
Threat0.007314181
Severe Toxicity0.0014877319
Low Tox 0.058737632 Low Con 0.169 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Why is the Turkish translation of the videos late?
Why is the Turkish translation of the videos late?
Identity Attack0.024600167
Insult0.011084898
Profanity0.02071529
Threat0.008893564
Severe Toxicity0.0019550323
Low Tox 0.034277402 Low Con 0.239 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Why there is not russian translation
Why there is not russian translation
Identity Attack0.013847848
Insult0.0105148945
Profanity0.019280603
Threat0.008272167
Severe Toxicity0.001783371
Low Tox 0.031213367 Low Con 0.223 Question
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house …
These financial INCENTIVES are PULL FACTORS that draw them here. No wonder they are pouring over the borders looking for handouts. Who pays for legal aid, translating fees, public schooling, job training, food stamps, house subsidizing and uninsured hospital stays? Tax payers who’ve been paying in for years. So yeah.. that’s why they’re concerned...
Identity Attack0.006696612
Insult0.016024929
Profanity0.011458136
Threat0.006110225
Severe Toxicity0.0011587143
Low Tox 0.030270588 Constructive 0.574
Jan 28, 2019 How much do refugees and …
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the …
I don’t believe anything that they are saying. And nobody should, until the visible evidence is proven, then when we all see in person day to day. The day that we can go through the process of ordering a coffee without having to have a translator, would be a good day.
Identity Attack0.0035702933
Insult0.0116169015
Profanity0.012175481
Threat0.0070034824
Severe Toxicity0.00084400177
Low Tox 0.026263772 Moderate Con 0.468 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
Making Indigenous languages official in Canada faces struggles due to the deep, ongoing impact of colonization (residential schools, assimilation policies), the sheer number of endangered languages (over 70), lack of constitutional protection like English/French have, …
Making Indigenous languages official in Canada faces struggles due to the deep, ongoing impact of colonization (residential schools, assimilation policies), the sheer number of endangered languages (over 70), lack of constitutional protection like English/French have, funding gaps, and challenges implementing legislation like the Indigenous Languages Act effectively, despite strong community efforts for revitalization. The core issue is moving beyond mere documentation to ensuring effective support for daily use, education, and government services, a goal hindered by historical trauma and systemic neglect.  Key Struggles & Challenges: Colonial Legacy: Policies like the Indian Act and residential schools suppressed languages, causing massive loss, with trauma still affecting intergenerational transmission. Constitutional Gap: Unlike English and French, Indigenous languages lack explicit, strong constitutional rights (e.g., in the Charter) for government services, as noted in this article from indigenouswatchdog.org. Urgency & Scarcity: Most of Canada's 70+ Indigenous languages are endangered, with many facing imminent extinction, requiring immediate action from the last fluent elders. Implementation of Legislation: The Indigenous Languages Act (2019) aims to support revitalization, but it's criticized for being non-binding and not creating effective rights, meaning legal recognition doesn't always translate to real-world resources or services. Funding & Resource Gaps: While funding exists, it's often insufficient, limited in scope, or not reaching grassroots efforts effectively, making comprehensive revitalization difficult. Integration Challenges: Integrating Indigenous languages into education (K-12, higher ed) and public services (health, justice) remains a significant hurdle, even where there's political will, as seen in territories with official Indigenous languages.
Identity Attack0.009471451
Insult0.013668913
Profanity0.010621235
Threat0.006550381
Severe Toxicity0.00091552734
Low Tox 0.023906821 Constructive 0.629 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Need to have a electronic translator to find out whats truly being said in our great country
Need to have a electronic translator to find out whats truly being said in our great country
Identity Attack0.005771666
Insult0.010362893
Profanity0.013917602
Threat0.007547205
Severe Toxicity0.0011110306
Low Tox 0.023199737 Moderate Con 0.373
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Translating language is Hindi. The guy is not punjabi. He is Haryanvi.
Translating language is Hindi. The guy is not punjabi. He is Haryanvi.
Identity Attack0.013847848
Insult0.013288911
Profanity0.019690514
Threat0.0073789097
Severe Toxicity0.0016975403
Low Tox 0.020960633 Moderate Con 0.307 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
Identity Attack0.0073625734
Insult0.0084818825
Profanity0.010074687
Threat0.006194372
Severe Toxicity0.00068187714
Low Tox 0.015519086 Moderate Con 0.365 Policy_Critique
Jan 27, 2026 998 likes Inside Canada's Indian Invasion...
The language spoken by translator is Hindi.
The language spoken by translator is Hindi.
Identity Attack0.0053276913
Insult0.007778878
Profanity0.012517073
Threat0.006647474
Severe Toxicity0.000667572
Low Tox 0.009487377 Low Con 0.205 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
As many are currently finding out in the US, “temporary” means “temporary”, not “permanent”. Was this problem due to language translations, or what?
As many are currently finding out in the US, “temporary” means “temporary”, not “permanent”. Was this problem due to language translations, or what?
Identity Attack0.000060307088
Insult0.00015130991
Profanity0.00002480864
Threat0.000021047106
Severe Toxicity0.0000027432327
Low Tox 0.0003524497
Aug 18, 2025 1 likes

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.