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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: "What a joke!" 221 comments · Page 2 of 9
hooray hooray Canada's gonna be safe!! we've deported 10 criminals and nine more are waiting trial… our immigration and justice system in Canada is a a fxcking joke!!!!!
hooray hooray Canada's gonna be safe!! we've deported 10 criminals and nine more are waiting trial… our immigration and justice system in Canada is a a fxcking joke!!!!!
Identity Attack0.2846865
Insult0.48399165
Profanity0.5013569
Threat0.01508414
Severe Toxicity0.06225512
Moderate 0.5721988 Moderate Con 0.381 Policy_Critique
Feb 18, 2026 23 likes Canadian immigration officers investigating hundreds …
These rednecks had generations to make something of themselves. That one poor looking white guy in the beginning should be ashamed of his ancestors for not making his life easier. My dad came in 1974 …
These rednecks had generations to make something of themselves. That one poor looking white guy in the beginning should be ashamed of his ancestors for not making his life easier. My dad came in 1974 from India and worked his ass off. Drive a truck, taxi, and worked construction. Now I’m a CPA and my brother is a bloody doctor. No joke. In 1 generation. That’s how it’s done. It’s their own fault. They couldn’t make something of it, so we will. If you don’t like it, then just do what you tell us to do: get out.
Identity Attack0.50515765
Insult0.5497792
Profanity0.44431314
Threat0.0475118
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.598 Identity Attack Insult Personal_Narrative
Feb 1, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
So the white man on the bike has been to every country in Africa. He's racist but only to black Africa people. What's a joke he is to Canadians he is.
So the white man on the bike has been to every country in Africa. He's racist but only to black Africa people. What's a joke he is to Canadians he is.
Identity Attack0.57957685
Insult0.48627716
Profanity0.07740857
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.5566829 Low Con 0.292 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Identity Attack0.32476485
Insult0.5723624
Profanity0.2659699
Threat0.01119791
Severe Toxicity0.023076924
Moderate 0.5532103 Low Con 0.218 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has become the biggest joke in the western world. Full of corruption and incompetence.
Canada has become the biggest joke in the western world. Full of corruption and incompetence.
Identity Attack0.4508763
Insult0.5678696
Profanity0.041912504
Threat0.008815889
Severe Toxicity0.022193791
Moderate 0.54823303 Low Con 0.128 Insult Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Anything/everything Ottawa has to do with is a crooked corrupt expensive joke for the country..🇨🇦🖕
Anything/everything Ottawa has to do with is a crooked corrupt expensive joke for the country..🇨🇦🖕
Identity Attack0.13163337
Insult0.5678696
Profanity0.16357292
Threat0.0074306927
Severe Toxicity0.023076924
Moderate 0.52811706 Low Con 0.119 Insult
Dec 31, 2025 Deportations From Canada at Their …
The US is the greatest country in the world? 😂 Damn that's some funny joke.
The US is the greatest country in the world? 😂 Damn that's some funny joke.
Identity Attack0.16373143
Insult0.26957804
Profanity0.5643384
Threat0.00933372
Severe Toxicity0.023106033
Moderate 0.51980776 Low Con 0.209
Jan 27, 2026 Inside Canada's Indian Invasion...
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute …
8:55 hold on a dam minute! These Indians be always saying they only come to Canada just for "WORK" and now your telling me they building their animal gods here? 😂 this is a absolute joke
Identity Attack0.5135796
Insult0.47020787
Profanity0.39670458
Threat0.013010317
Severe Toxicity0.13336399
Moderate 0.51980776 Low Con 0.289 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become …
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become a pathetic shell of a country where the 'New Dream' is 12 Indians crammed in a one-bedroom apartment in their bare feet with not a single deodorant stick between the twelve of em’ just to keep low-wage franchises running. 💩
Identity Attack0.46028158
Insult0.5130944
Profanity0.23083201
Threat0.020954676
Severe Toxicity0.023129508
Moderate 0.509388 Moderate Con 0.32 Insult Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Identity Attack0.3817989
Insult0.54471385
Profanity0.26638454
Threat0.012181788
Severe Toxicity0.023505108
Moderate 0.509388 Constructive 0.541 Insult Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
18000 is a joke. The Liberals are destroying our country with their Liberal numbers. WTF.
18000 is a joke. The Liberals are destroying our country with their Liberal numbers. WTF.
Identity Attack0.24293575
Insult0.40975618
Profanity0.46460027
Threat0.021645326
Severe Toxicity0.023076924
Moderate 0.509388 Low Con 0.226 Policy_Critique
Dec 25, 2025 1 likes Deportations From Canada at Their …
What a pathetic joke.
What a pathetic joke.
Identity Attack0.005438685
Insult0.54525656
Profanity0.17613389
Threat0.0076766624
Severe Toxicity0.010147095
Moderate 0.509388 Low Con 0.21 Insult Policy_Critique
Jan 11, 2026 42 likes Canada’s new rules in 2026
The immigration system is a pathetic joke
The immigration system is a pathetic joke
Identity Attack0.34974504
Insult0.4986907
Profanity0.29279903
Threat0.008945347
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.176
Oct 8, 2025 IRCC Names India in Study …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They …
By that logic America, Canada is European invasion nations. Just because filthy pakistanis/bangladeshi destroy your culture and doesn't get accustomed to it. And grape minor by running grooming gangs and looks brown doesn't mean. They are Indian. We Indians are loving, high tax paying, not indulging in crimes and peace loving people. Who mostly gets accustomed to other nations culture and also celebrate their festivals with the people of that nations. And we feel proud that whichever nation we go which provide us opportunities to give it back and it's society as much as we can. Just because mentioning India gets you clicks and it's easy to crack racist jokes about Indian online doesn't mean we the people are bad.
Identity Attack0.5548181
Insult0.49151286
Profanity0.24818924
Threat0.02924249
Severe Toxicity0.08859174
Moderate 0.4977744 Constructive 0.61 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada immigration is a joke and a disgrace to America.
Canada immigration is a joke and a disgrace to America.
Identity Attack0.5135796
Insult0.4596616
Profanity0.068967216
Threat0.009359611
Severe Toxicity0.023076924
Moderate 0.4977744 Low Con 0.253 Identity Attack
Jan 9, 2026 Canada’s new rules in 2026
Immigration SLASHED! omg what a joke.....55k.....middle class??? Wtf
Immigration SLASHED! omg what a joke.....55k.....middle class??? Wtf
Identity Attack0.25140062
Insult0.32682732
Profanity0.44431314
Threat0.012596053
Severe Toxicity0.023411209
Moderate 0.49139655 Low Con 0.199
Jan 3, 2026 142 likes New rules, regulations take effect …
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. …
Out of so many people those degenerate glorified thieves (“people in AI”) are your concern? Are tou joking? You can easily replace them with AI or if not hire these types remotely overseas much cheaper. What a joke. Im not interested in immigration stuff but I am happy this law passed since it gives some justice to these vile people.
Identity Attack0.120924085
Insult0.5130944
Profanity0.10023434
Threat0.011974656
Severe Toxicity0.01806218
Moderate 0.47119883 Moderate Con 0.456 Insult Moral_Argument
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is …
Well, I'll put it this way like I said for many, many, many years, while over 20 years, I already bought this s*** between what Trudeau did, and now, what, you know, art Kearney is doing that piece of s***. He is turning Canada into a European nation. You watch once joined the European Union and then the richer get richer, there'll be no oil class, the poor be poor and guess what, when you look at the European Union, they are all about one ruled government. One world order wake up this whole entire immigration thing is a f****** joke. From my aunt's opinion and yes, that normally filters on. So it doesn't exactly say all the swear words, my apologies, but no born and raised canadian, and this is a d*** joke, they want to turn around and keep on pushing us and pushing us well.Maybe soon enough, they're real canadian people push back car needed, begets, sent back to the us and a box everybody else who came here.There's no want to fall at our rules.Arborgulations are way of culture.Get the f*** back, where'd ever held country?You came from him because guess what time is ticking tiktok?Tiktok, revenge, you can a snap, and when we do all you immigrants, carney, evernels fit in or f*** off
Identity Attack0.1508922
Insult0.44464502
Profanity0.45190978
Threat0.020954676
Severe Toxicity0.0394905
Moderate 0.46982017 Constructive 0.645 Call_To_Action
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Canada is a joke now. Why would you want Muslim in your country cause theirs is so great. I can’t wait till it collapses left 4 years ago and I’ll never be back
Canada is a joke now. Why would you want Muslim in your country cause theirs is so great. I can’t wait till it collapses left 4 years ago and I’ll never be back
Identity Attack0.55044734
Insult0.3388922
Profanity0.11601777
Threat0.045895394
Severe Toxicity0.023270357
Moderate 0.4645176 Moderate Con 0.321 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
Dude u r a joke.
Dude u r a joke.
Identity Attack0.016259583
Insult0.4986907
Profanity0.18049006
Threat0.007741391
Severe Toxicity0.012435913
Moderate 0.44393396 Low Con 0.19 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching …
So much for screening people before you let them into your country, just invite the worst of the worst of everything ,no wonder Canada is such a joke now and the whole world is watching , Disgraceful , shame on the liberals for the last 10 years !
Identity Attack0.3072352
Insult0.47384647
Profanity0.035900343
Threat0.011353259
Severe Toxicity0.016383713
Moderate 0.4398409 Low Con 0.3
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in …
The immigration policy in Canada is a joke. Justin has ruined it. I bet 80% of immigrants there have arrived on false pretence, be it studying or tourism or marriage. Its all big business in India. I'll do the studying you pay the fees, let's get married on paper to gain entry.... Its an open secret. Canada is officially fooked.... 😂
Identity Attack0.36598656
Insult0.41767508
Profanity0.32965264
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4398409 Moderate Con 0.457 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Liberals Canada what a complete joke and failure.
Liberals Canada what a complete joke and failure.
Identity Attack0.28034934
Insult0.48313886
Profanity0.032142747
Threat0.008103873
Severe Toxicity0.013995127
Moderate 0.4398409 Low Con 0.181 Policy_Critique
Jan 19, 2026 Canada’s new rules in 2026
That’s unbelievable. I wonder why all criminals are coming here. Canada is a joke.
That’s unbelievable. I wonder why all criminals are coming here. Canada is a joke.
Identity Attack0.44690517
Insult0.43450394
Profanity0.057443913
Threat0.008686432
Severe Toxicity0.017158391
Moderate 0.4398409 Low Con 0.263
Nov 21, 2025 Thousands of refugees allowed into …

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.