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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: "There was not a need …" 2,035 comments · Page 12 of 82
WE NEED TO DO SOMETHING ABOUT THE HINDU VIRUS!!!
WE NEED TO DO SOMETHING ABOUT THE HINDU VIRUS!!!
Identity Attack0.5135796
Insult0.2659317
Profanity0.20016506
Threat0.24090876
Severe Toxicity0.16960317
Moderate 0.47900817 Low Con 0.167 Identity Attack Unverified_Claim
Feb 18, 2026 17 likes Canadian immigration officers investigating hundreds …
More racism is needed. Only racism can save our countries.
More racism is needed. Only racism can save our countries.
Identity Attack0.49032792
Insult0.20901857
Profanity0.124631
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.47900817 Moderate Con 0.318 Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why …
For the Indians living there they can't be driving in Canada like they in India. If they continue, their license needs to be revoked. They also can't be taking over a Goddamn city like why isn't the government doing anything? I support embracing diversity however, there's a fine line with respect.
Identity Attack0.44690517
Insult0.4125297
Profanity0.4681068
Threat0.018192071
Severe Toxicity0.026936848
Moderate 0.47900817 Constructive 0.687 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they …
No its lile the somali fraud. Policitcans use the Indians as pawns to laubder and funnel money. And they need the scam to get rich and the indians are happy to be the pawns they get wealthy oarticipating
Identity Attack0.50515765
Insult0.47384647
Profanity0.26607355
Threat0.036149003
Severe Toxicity0.044870634
Moderate 0.47886392 Moderate Con 0.353 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You people deserve this and what's coming next. I've been telling for over 5 years what needs to be done to stop all of this, bit you refuse to do it. You believe it's going …
You people deserve this and what's coming next. I've been telling for over 5 years what needs to be done to stop all of this, bit you refuse to do it. You believe it's going to get done by 'peacefully protesting' lol. The first thing EVERYONE should be doing is STOP PAYING F*CKING TAXES! The second thing, is to organize into large groups and start dealing with politicians, cops, judges, etc the way they need to be dealt with! Grown adults acting like children!
Identity Attack0.04512853
Insult0.40698266
Profanity0.4756165
Threat0.032005094
Severe Toxicity0.02458496
Moderate 0.47886392 Moderate Con 0.445
Aug 25, 2025 Why Canadians Are Turning Against …
Trump, please don't add Canada to the US. We don't need more foreign scammers. 🙏🏻
Trump, please don't add Canada to the US. We don't need more foreign scammers. 🙏🏻
Identity Attack0.44690517
Insult0.5130944
Profanity0.07126612
Threat0.009074804
Severe Toxicity0.018384963
Moderate 0.47886392 Moderate Con 0.32 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
Identity Attack0.5135796
Insult0.45758462
Profanity0.07482228
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.456 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
White Canadians are now the minority…lots need to change… NO MORE IMMIGRANTS….
White Canadians are now the minority…lots need to change… NO MORE IMMIGRANTS….
Identity Attack0.57150364
Insult0.26957804
Profanity0.043165036
Threat0.024062606
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.294 Identity Attack Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we …
I dont care if they are good people they need to deport these Indians before it too late and Canada turns into India. We dont want them in the US and if they come we will send them back to Canada.
Identity Attack0.5698139
Insult0.33896056
Profanity0.09098661
Threat0.13211988
Severe Toxicity0.02514347
Moderate 0.47886392 Moderate Con 0.339 Identity Attack Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The liberals stole the election. Stole it !! Dishonest liberals need to go ! CBC HAS TO GO !
The liberals stole the election. Stole it !! Dishonest liberals need to go ! CBC HAS TO GO !
Identity Attack0.22631748
Insult0.5130944
Profanity0.062454045
Threat0.014566151
Severe Toxicity0.016964722
Moderate 0.47886392 Low Con 0.182 Insult
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Young White Men need to revolt and drive the orcs back to mordor.
Young White Men need to revolt and drive the orcs back to mordor.
Identity Attack0.5135796
Insult0.26957804
Profanity0.22713706
Threat0.5195707
Severe Toxicity0.07542343
Moderate 0.47886392 Low Con 0.15 Identity Attack Threat Fear_Threat
Dec 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that …
Canada isn’t broken because of the people who come here—it’s broken because of the people who run it. We demand a government that puts citizens first, restores law and order, and builds an economy that rewards hard work, not political optics. Im an immigrant and this place sucks now. Everyone needs to get together, immigrants and citizens need to step up and toss this government out. And when it comes to the garbage and pathetic justice system, No more revolving doors. Every judge who releases repeat offenders must be held publicly and legally accountable for the crimes committed under their rulings. If you enable violence, you share responsibility for its consequences. I am an immigrant of 22 years and I will not put up with this disgusting mistreatment of MY COUNTRY. MY PEOPLE. OUR CULTURE. I will never stay silent. I will always back Canada.
Identity Attack0.18391247
Insult0.5130944
Profanity0.2664882
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.587 Insult Policy_Critique
Sep 9, 2025 8 likes Why Canadians Are Turning Against …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing …
Good for the Indians! Keep showing them what community looks like! I know how white folk act. I am sure they're not welcoming. I'm sure they're doing business with their own. Because they've been doing that since they immigrated from EUROPE! EUROPE! The nerve to complain about another culture doing exactly what you did. And they did it peacefully. No throwing native Americans off their land and killing them to establish a white wall of dominance. Now you're mad. Lol. I hope the smell of curry permeates your soul, it needs some flavor!
Identity Attack0.5135796
Insult0.40698266
Profanity0.26586622
Threat0.2606104
Severe Toxicity0.13073033
Moderate 0.47886392 Moderate Con 0.458 Identity Attack Solidarity
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
These woman need to be put in federal jail
These woman need to be put in federal jail
Identity Attack0.50588524
Insult0.26957804
Profanity0.1696208
Threat0.40603778
Severe Toxicity0.024772761
Moderate 0.47772613 Low Con 0.218 Identity Attack Call_To_Action
Oct 3, 2025 IRCC Names India in Study …
They are all satanist. That statue needs to come down.
They are all satanist. That statue needs to come down.
Identity Attack0.21075934
Insult0.47357693
Profanity0.26641908
Threat0.06561559
Severe Toxicity0.023076924
Moderate 0.47473195 Low Con 0.164 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
😂😂😂 Brampton needs Tampons 😂😂😂 It’s bleeding 😂😂😂 Indianvasion 😂😂😂 Welkum to clownada 😂
😂😂😂 Brampton needs Tampons 😂😂😂 It’s bleeding 😂😂😂 Indianvasion 😂😂😂 Welkum to clownada 😂
Identity Attack0.44690517
Insult0.39743927
Profanity0.26586622
Threat0.10542984
Severe Toxicity0.16960317
Moderate 0.47473195 Low Con 0.149
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Whole brampton needs to be deported to india or pakistan
Whole brampton needs to be deported to india or pakistan
Identity Attack0.5485698
Insult0.40243408
Profanity0.22673377
Threat0.34804323
Severe Toxicity0.18232453
Moderate 0.47473195 Low Con 0.145 Identity Attack
Dec 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Immigration is a privilege, NOT a right !! WHY do these people seem to have so many rights. People who want to immigrate to Canada need to be vetted and bring something of substance to …
Immigration is a privilege, NOT a right !! WHY do these people seem to have so many rights. People who want to immigrate to Canada need to be vetted and bring something of substance to the country. The rest of Canada NEEDS to WAKE UP and follow suit. Hell, Canada looks way too much like India. Enough!!
Identity Attack0.46028158
Insult0.38852
Profanity0.3778404
Threat0.018710058
Severe Toxicity0.024819711
Moderate 0.47323486 Moderate Con 0.453 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Identity Attack0.3908055
Insult0.48484445
Profanity0.26735115
Threat0.0116639575
Severe Toxicity0.023152983
Moderate 0.47323486 Low Con 0.141 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
The whole world needs to shut down the Indian migration
The whole world needs to shut down the Indian migration
Identity Attack0.55044734
Insult0.17734702
Profanity0.16078159
Threat0.13815513
Severe Toxicity0.037697118
Moderate 0.47173777 Low Con 0.165 Identity Attack
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
wtf free food? free food bank? they are doing better than the government. we need more of these temples. I need one of these in my town, i m starving.
wtf free food? free food bank? they are doing better than the government. we need more of these temples. I need one of these in my town, i m starving.
Identity Attack0.07425626
Insult0.24928534
Profanity0.4756165
Threat0.05914995
Severe Toxicity0.023599008
Moderate 0.47119883 Constructive 0.586
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Ms Bondy hasn't aged that well. She needs to dye her hair.
Ms Bondy hasn't aged that well. She needs to dye her hair.
Identity Attack0.06795148
Insult0.37619758
Profanity0.108590275
Threat0.44942492
Severe Toxicity0.023692908
Moderate 0.47119883 Moderate Con 0.33 Meta_Commentary
Dec 29, 2025 Deportations From Canada at Their …
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
actually poop eating people is much better to people who blow themselves with bombs. canada needs people and Canadians don't want to have children the government have no choice but to allowed migration
Identity Attack0.120924085
Insult0.37619758
Profanity0.36225098
Threat0.34804323
Severe Toxicity0.048457388
Moderate 0.47119883 Low Con 0.225 Economic_Argument
Jan 29, 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.