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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: "we are screwed" 83 comments · Page 3 of 4
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
Identity Attack0.3825363
Insult0.40243408
Profanity0.2564132
Threat0.2172668
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.397 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They will screw it up..
They will screw it up..
Identity Attack0.007029593
Insult0.16795322
Profanity0.40878695
Threat0.06863153
Severe Toxicity0.023076924
Moderate 0.42568782 Low Con 0.163 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake …
Reminds me of Australia and New Zealand. AU is screwed, NZ is unsalvageable. 3rd world immigrants use NZ as a back door to get to their target destination of AU. Don’t make the same mistake as us.
Identity Attack0.36702603
Insult0.4125297
Profanity0.32299677
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.386
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I know it's really hard but people have to stop feeling apologetic start standing up or you're just going to lose everything and you only reason why immigrants especially Muslims when they screw their own …
I know it's really hard but people have to stop feeling apologetic start standing up or you're just going to lose everything and you only reason why immigrants especially Muslims when they screw their own family members that's why they keep on having kids everybody is getting fed up even here in the USA with all these Muslims and other immigrants need to start clearing out the government I'm picking people who are for us
Identity Attack0.46028158
Insult0.3416952
Profanity0.30690086
Threat0.039602257
Severe Toxicity0.02439716
Moderate 0.40614098 Constructive 0.577 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, to exploit Roxon road, to his brainless protege Sean Fraser screwing up the immigration file as well as the housing file.... he's still a minister in Carney's minority gov't.....as is Guilbault and that loose cannon Joly.
Identity Attack0.11744241
Insult0.46173862
Profanity0.20139475
Threat0.00951496
Severe Toxicity0.01754573
Moderate 0.4014846 Moderate Con 0.348 Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
If it were true, Canada is much smarter than America . Cause American Taxpayers get royally screwed in cost!!
If it were true, Canada is much smarter than America . Cause American Taxpayers get royally screwed in cost!!
Identity Attack0.23922618
Insult0.36365277
Profanity0.33082673
Threat0.008427517
Severe Toxicity0.017803956
Moderate 0.3969567 Low Con 0.299
Mar 14, 2020 1 likes How much do refugees and …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support them to stay alive. While tried to beautify it with dei and woke culture, driving the young ppl with brainwashed idea like the Russian’ Chinese and Iranian. if we can’t stop it, it will end up like them.
Identity Attack0.34649673
Insult0.37052566
Profanity0.24910301
Threat0.011586283
Severe Toxicity0.019095084
Moderate 0.37795907 Low Con 0.276 Unverified_Claim
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Screwing up immigration was all by design to dilute our culture. #Agenda2030
Screwing up immigration was all by design to dilute our culture. #Agenda2030
Identity Attack0.30256465
Insult0.24561718
Profanity0.3033754
Threat0.014048163
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.251 Fear_Threat
Feb 18, 2026 3 likes LILLEY UNLEASHED: The fall of …
I wonder if it was Carney's strategy to purposely put an incompetent person in charge of this file. That way she takes the blame for everything that Miller, Fraser, et al were responsible for and …
I wonder if it was Carney's strategy to purposely put an incompetent person in charge of this file. That way she takes the blame for everything that Miller, Fraser, et al were responsible for and screwed up on over the last decade.
Identity Attack0.0052906936
Insult0.4302003
Profanity0.1765991
Threat0.007819066
Severe Toxicity0.008239746
Moderate 0.37751234 Moderate Con 0.385 Policy_Critique
Feb 26, 2026 10 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Money better spent elsewhere screw tim hortons
Money better spent elsewhere screw tim hortons
Identity Attack0.014048826
Insult0.26395
Profanity0.3290656
Threat0.017846745
Severe Toxicity0.01986976
Moderate 0.37751234 Low Con 0.151 Meta_Commentary
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone …
Dude, 12 years ago, I knew a girl who loved to screw illegal aliens, and one paid me $100 to drive him to 0 Avenue in Surrey, BC. He jumped the fence and was gone in a minute through a farmer's field. That's easy. Why pay 6K when you can do it for free? Thanks for showing the LIBERAL/NDP of Canada's third-world downfall.
Identity Attack0.2808415
Insult0.29383746
Profanity0.20483992
Threat0.10696311
Severe Toxicity0.023076924
Moderate 0.37576625 Constructive 0.55 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Yep we are screwed big time, here in Moncton New Brunswick we only used to have a small number of Immigrants usually a mix of francophone students and refugees properly vetted by immigration. Jobs were …
Yep we are screwed big time, here in Moncton New Brunswick we only used to have a small number of Immigrants usually a mix of francophone students and refugees properly vetted by immigration. Jobs were available for everyone, a small example is the taxi cab drivers who were usually a mix of older semi retired Canadians, Sudanese and Syrian refugees who communicated well and tried to adapt to their new home, Canada. COVID hit and we started seeing Punjabi’s coming in unprecedented numbers, they say as students, from Brampton Ontario?Overnight all Walmart, Taxi/Truck Driving jobs, Tim Hortons, McDonalds were Punjabi jobs who do we blame? Rents are high, jobs once available are unavailable life has become hard where do we run same people voted again for the same government that has destroyed us 😢😢😢.
Identity Attack0.27662867
Insult0.28791866
Profanity0.33453682
Threat0.010550622
Severe Toxicity0.023076924
Moderate 0.36867723 Constructive 0.792
Jun 18, 2025 33 likes How Canada broke its immigration …
Jagmeet Singh & India screwed up Canadian Immigration system.
Jagmeet Singh & India screwed up Canadian Immigration system.
Identity Attack0.2331515
Insult0.2735258
Profanity0.26593533
Threat0.009929225
Severe Toxicity0.015092585
Moderate 0.36095104 Low Con 0.156 Policy_Critique
Sep 30, 2025 6 likes IRCC Names India in Study …
Welcome to Timjeet Hortondeeps! How may we screw up your order today?
Welcome to Timjeet Hortondeeps! How may we screw up your order today?
Identity Attack0.006437627
Insult0.15556364
Profanity0.30161268
Threat0.06626215
Severe Toxicity0.018707745
Moderate 0.3561489 Moderate Con 0.368 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I just had a meeting at work in regards to offensive language or values. They are my thoughts that are supposed to to change. I told them all their brainwashing will not work on me. …
I just had a meeting at work in regards to offensive language or values. They are my thoughts that are supposed to to change. I told them all their brainwashing will not work on me. Im allowed to be me just as much as Im suppose to accept of people’s beliefs and screw mine
Identity Attack0.018369852
Insult0.16124763
Profanity0.36230123
Threat0.011172019
Severe Toxicity0.015221698
Moderate 0.3389984 Constructive 0.537 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
I swear they’re everywhere and they screw up my order each time
I swear they’re everywhere and they screw up my order each time
Identity Attack0.0076585566
Insult0.1087965
Profanity0.36230123
Threat0.009307829
Severe Toxicity0.013672344
Moderate 0.3389984 Moderate Con 0.351 Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
Identity Attack0.27991617
Insult0.19967617
Profanity0.35346076
Threat0.032695748
Severe Toxicity0.01986976
Moderate 0.3389984 Constructive 0.639 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Love that bike guy straight up. Screw cancel culture. In his mind. Haha
Love that bike guy straight up. Screw cancel culture. In his mind. Haha
Identity Attack0.047448806
Insult0.24561718
Profanity0.29456177
Threat0.011793415
Severe Toxicity0.015996376
Moderate 0.33421695 Moderate Con 0.368 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the …
Sure, but is Canada accepting all those so called asylum seekers from the US who are trying to escape Trump’s dragnet? Trudeau threw open our borders with his globalist and woke agenda and screwed the immigration system
Identity Attack0.10221587
Insult0.24928534
Profanity0.19278693
Threat0.009799767
Severe Toxicity0.010070801
Moderate 0.3057765 Moderate Con 0.337
Dec 24, 2025 12 likes Deportations From Canada at Their …
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not …
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not follow the lawBut for being in Canada, that’s the government’s fault. The government kind of screwed everybody here, the immigrants, and the citizens of this country.. by bringing so many people into Canada these guys are also struggling. I almost think I wonder if there was some kind of like an underpayment that government officials got from these universities because a lot of of the people that come to the country as students they have to take some kind of a course and pay twice or three times as much as Canadian do.
Identity Attack0.22458547
Insult0.24835461
Profanity0.2258264
Threat0.011638066
Severe Toxicity0.013091337
Moderate 0.30319387 Constructive 0.683 Moral_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are being overrun with them. Look at the Canadian government, that's how bad it has become. The Canadian government has become so corrupt because of this! Once they infiltrated the government, all kinds of corruption occured, their extended families were getting automatic citizenship, free healthcare, and draining the Canadian job market and healthcare benefits. One common scam they pull is that they will find a job, immediately apply for social welfare, and take time off and still get paid for months without even working. They completely abuse the system which results in actual Canadians who need social welfare benefits to not be able to gain any benefits, because of the amount of scammers that have infiltrated and colonized the country. Canada is screwed completely unless we speak up about this! There are many of us who don't like this and don't want it, but there are many Canadians who are bleeding hearts and weak who just accept it. They're going to outbreed us and eventually completely takeover and completely ruin the country. Canada is not the same place that I remember from my childhood. It has become the capitol of woke ideology, weakness, and completely overrun by Indians. Not to mention that we used to be a Christian country. We used to say Merry Christmas every year, Christian values were upheld and encouraged, now there are Mosques everywhere! There are more Mosques in Canada than Churches these days. Canada has become ruined. The worst part is, that those who come to our country don't even respect our values, traditions, or even attempt to assimilate. They expect us to conform to their ways. We can no longer be Christians because they are Anti-Christian, we can no longer speak English or French, because they hate our language. I have literally been to Toronto and Vancouver and seen the madness unfold, not an ounce of English is spoken or understood in those areas. It's either Chinese or Indian that is spoken. Usually, when you come to another country, you are supposed to conform to that country's values and traditions, not the other way around. Canada has done the complete opposite because of the bleeding hearts in charge of the country. I say screw that and no more! Make Canada Canadian Again! Keep Canada Christian!
Identity Attack0.10221587
Insult0.26957804
Profanity0.029888187
Threat0.00948907
Severe Toxicity0.006866455
Low Tox 0.295883 Constructive 0.677 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Just don’t go..screw them.
Just don’t go..screw them.
Identity Attack0.013900987
Insult0.099496394
Profanity0.082082786
Threat0.001188348
Severe Toxicity0.000024816967
Low Tox 0.28638244 Call_To_Action
Dec 10, 2025
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else …
They destroyed the country. You cannot even afford to rent an apartment or even move around for a job. If you leave Toronto for a contract job outside of the city and move somewhere else for a little while, you will be homeless when you come back. To we are pretty much screwed in every moving around to try and gain experience to get ahead. And there are profession where you have to move outside of the GTA to get experience. Canadian students can barely get a entry level job with a two year diploma, yet they allow International students to study things like a 2 year diploma in Business, which no one can ever get a job with, and on top of that, they told them they can apply to become permanent resident . How does that even make any sense? Does any politician in this country have two working brain cells? I'm so sick of this country, I desperately want to leave ...I'm a immigrant and my parents came here in the glory days of the 70s, where people from other English speaking countries were given priority and were expected to fully integrate into Canadian society
Identity Attack0.049761772
Insult0.23704576
Profanity0.20916378
Threat0.010032792
Severe Toxicity0.010223389
Low Tox 0.2854869 Constructive 0.684
Jun 17, 2025 173 likes How Canada broke its immigration …
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time …
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time just to earn money in order to stay longer in Canada and America. Bakeries in Toronto hire a lot of them through private employment agencies and pay them cash under the table. In other words, they just apply for permits so they can work and say screw education 😂
Identity Attack0.04177703
Insult0.16868424
Profanity0.22663295
Threat0.007068211
Severe Toxicity0.00793457
Low Tox 0.2854699 Constructive 0.552
Sep 28, 2025 IRCC Names India in Study …
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year …
Healthcare in Canada is only a promise, the reality is the wait-list, every step of the way. I took a 17-month wait for a mri and cut it down to 17 hours, cutting a multi-year process down to 6 days. To get a mri in Canada is not easy there are only a smattering of private options if you want to pay, but you still have to wait 3 weeks, and it will cost $3500. I said screw it, bought a plane ticket, flew to Bangkok arriving on a Saturday, saw a doctor on Sunday, had a mri on Monday, and got the results on Friday. Then I spent the next week sitting on a beach. The total cost all in was $1900. I am not fussy, I'll accept any hospital in any country that will accept me.
Identity Attack0.01666154
Insult0.08582769
Profanity0.26628086
Threat0.008893564
Severe Toxicity0.009651184
Low Tox 0.23379272 Constructive 0.665 Personal_Narrative
Aug 25, 2025 1 likes 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.