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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "We don’t have a government …" 1,794 comments · Page 17 of 72
When we saw the two tiered justice system we rang the alarm...we were called racist...now the culprits in government are emboldened and its spreading. DO NOT BACK OFF IF SOME MARXIST & WOKE LIBERAL CALLS …
When we saw the two tiered justice system we rang the alarm...we were called racist...now the culprits in government are emboldened and its spreading. DO NOT BACK OFF IF SOME MARXIST & WOKE LIBERAL CALLS YOU RACIST ... Get even.
Identity Attack0.2831485
Insult0.41767508
Profanity0.05393682
Threat0.011456826
Severe Toxicity0.01573815
Moderate 0.4014846 Moderate Con 0.399 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
The government is a criminal entity, they should be all jailed for money laundering 😊😊😅
The government is a criminal entity, they should be all jailed for money laundering 😊😊😅
Identity Attack0.10221587
Insult0.40243408
Profanity0.10363861
Threat0.13549154
Severe Toxicity0.017416617
Moderate 0.4014846 Low Con 0.111
Jan 13, 2026 1 likes Canada’s new rules in 2026
Canadians passive? Hell no. We are surpressed by a left wing take over in the form of a Liberal government subscribed to the evil that is the WEF.
Canadians passive? Hell no. We are surpressed by a left wing take over in the form of a Liberal government subscribed to the evil that is the WEF.
Identity Attack0.22783615
Insult0.34548226
Profanity0.35597226
Threat0.011767523
Severe Toxicity0.020644438
Moderate 0.4014846 Moderate Con 0.303 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
Why would it cost that much to deport them. That sounds fishy to me. Corrupt government.
Why would it cost that much to deport them. That sounds fishy to me. Corrupt government.
Identity Attack0.055673428
Insult0.46476576
Profanity0.055940874
Threat0.011042561
Severe Toxicity0.007095337
Moderate 0.4014846 Low Con 0.165
Dec 28, 2025 Deportations From Canada at Their …
Incompetent ministers in this government
Incompetent ministers in this government
Identity Attack0.05089863
Insult0.46476576
Profanity0.09899642
Threat0.008815889
Severe Toxicity0.008735657
Moderate 0.4013387 Low Con 0.26 Policy_Critique
Feb 26, 2026 68 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I live in bc surrey. It’s pretty close in terms of being Brampton I hate our government
I live in bc surrey. It’s pretty close in terms of being Brampton I hate our government
Identity Attack0.2816105
Insult0.26957804
Profanity0.1719469
Threat0.010913103
Severe Toxicity0.014640691
Moderate 0.4013387 Moderate Con 0.467 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many …
Criminals and the government have sold Canadians out. They bring an immigration to do massive crime. Just like the government does and both get away with it. Look at that snake Justin Trudeau. How many liberal voters voted for liberals and that snake? All these years and did not see what was happening to this country destroyed forever. They run the airports. They run the drugs, the theft, the corruption, the crime.
Identity Attack0.28034934
Insult0.43296707
Profanity0.03915693
Threat0.014911477
Severe Toxicity0.015802706
Moderate 0.4013387 Low Con 0.262 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Invasion?? They aren’t Americans invading Iraq and slaughtering millions. Those Indians came here legally by the permission of the Canadian government, probably because white Canadians didn’t want to do jobs
Identity Attack0.4907465
Insult0.20668297
Profanity0.05017922
Threat0.13313138
Severe Toxicity0.022710243
Moderate 0.4013387 Moderate Con 0.347 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Western governements are all traitorous
Western governements are all traitorous
Identity Attack0.31015682
Insult0.40243408
Profanity0.20808282
Threat0.011379151
Severe Toxicity0.015802706
Moderate 0.4013387 Low Con 0.128 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all these Indians are literally being given free houses from the government send all of them back to there so called paradise and never let them come back. I want Canadians in Canada and that’s it. They are not a net positive, they’re a net negative and it’s clear as day.
Identity Attack0.46028158
Insult0.3493834
Profanity0.082581155
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.525 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see …
From top to bottom, everyone is so corrupted. If you are so tough, go to Brampton, even Kitchener, ON to find out how many of these illegal international students are here in Canada. I see them everywhere these days, working illegally on cash. It is NOT fair to those international legal students who work so hard and try to make the living. Canadian government is such a joke man.
Identity Attack0.22859548
Insult0.44126466
Profanity0.04141149
Threat0.0074306927
Severe Toxicity0.008773804
Moderate 0.39987978 Constructive 0.557
Sep 29, 2025 1 likes IRCC Names India in Study …
If the government is saying $57000 is middle to lower class , what the hell is $29000 disabled pay ??. It must be poverty living .
If the government is saying $57000 is middle to lower class , what the hell is $29000 disabled pay ??. It must be poverty living .
Identity Attack0.099072486
Insult0.24928534
Profanity0.39409557
Threat0.008919456
Severe Toxicity0.022064678
Moderate 0.39915034 Low Con 0.292 Economic_Argument
Jan 4, 2026 2 likes New rules, regulations take effect …
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government …
Take a good look folks this woman doesn't do nothing send all her kids to private school when she agreed to lock us all done down under the Chinese virus right they turned our government into a clown show after all said and done nothing will get done not one person will get deported
Identity Attack0.25817248
Insult0.39297962
Profanity0.10116278
Threat0.010990778
Severe Toxicity0.014382465
Moderate 0.39915034 Low Con 0.265
Oct 2, 2025 IRCC Names India in Study …
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
The government 45000 brats didn't show up to schools in Canada 2025 and the liberals India minister should have expulsion of India BRATS 2025
Identity Attack0.44690517
Insult0.40243408
Profanity0.14754629
Threat0.064645745
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.135 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
The Canadian government is overly incompetent
The Canadian government is overly incompetent
Identity Attack0.31892163
Insult0.4125297
Profanity0.11601777
Threat0.008634649
Severe Toxicity0.012574885
Moderate 0.39842087 Low Con 0.207 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
Identity Attack0.48915586
Insult0.26957804
Profanity0.044167064
Threat0.010188141
Severe Toxicity0.021806452
Moderate 0.39842087 Low Con 0.19 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the …
If they work, file their taxes, don't siphon the system and talk to me in English then I do not care what they do in their own time. On the contrary, I wish them the best. Those who do not contribute to society and merely leech off of it are the true dregs. That applies the same to a white man with needles harassing people under a bridge and a black man in a hoodie and mask robbing a convenience store (non-Indian stereotypes) as it does to any immigrant who hops the border and expects this country to fund their way. That said, there have been far too many immigrants in the last decade, regardless of origin. I've lived in my small town in BC for 37 years and somehow I cannot get a family doctor (I visit all of the local clinics annually and am on the provincial waiting list) while a lot of newer residents seem to have a doctor within months of moving here. I am glad I bought my house when I did, I would not be able to afford one today. I am not against legal immigration, just slow it down so the infrastructure can support it and properly vet those who apply. The system for deportment currently employed in the US is far too hastened and imperfect for my liking but the lack-of-a-system (or heck, acknowledgement) that this is even an issue by the current and previous Canadian governments is equally as concerning (arguably more, other folks can debate the politics of it).
Identity Attack0.4482637
Insult0.36798462
Profanity0.16869035
Threat0.033386398
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.828 Policy_Critique
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
leave it to the CBC to put out this video that we all know is lies. We can go directly to the government websites and see for ourselves how much these illegals get. We also …
leave it to the CBC to put out this video that we all know is lies. We can go directly to the government websites and see for ourselves how much these illegals get. We also know that they are being put up into hotels at taxpayers expense while our own Canadian citizens get kicked out onto the street so they can be treated like princes and princesses on Canadian taxpayers dime. Suck a crock that you promote these lies to try to convince us taxpayers aren't on the hook for all this stuff.
Identity Attack0.18313584
Insult0.40243408
Profanity0.2395431
Threat0.025098583
Severe Toxicity0.022193791
Moderate 0.3977292 Moderate Con 0.362
Apr 14, 2019 How much do refugees and …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The …
STOP VOTING LIBERAL! THEY ARE DELIBERATELY DESTROYING ALL OF US, IMMIGRANTS INCLUDED! This video is spot on, thank you for your efforts! This liberal government needs to be held accountable to the highest extent. The punishment should be life, they have ruined so many lives that theirs should be ruined also!
Identity Attack0.29035977
Insult0.2679134
Profanity0.035900343
Threat0.2836219
Severe Toxicity0.020257099
Moderate 0.3974717 Constructive 0.555 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
Im sick of the Liberal government they all need to go and dont care how
Im sick of the Liberal government they all need to go and dont care how
Identity Attack0.22859548
Insult0.36365277
Profanity0.14490221
Threat0.019746035
Severe Toxicity0.014769804
Moderate 0.3974717 Low Con 0.268 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Government failure TIME AND TIME AGAIN. You let an influx of immigrants all at once, fail to do proper checks on who enters the country, fail to get rid of criminals from the country. But …
Government failure TIME AND TIME AGAIN. You let an influx of immigrants all at once, fail to do proper checks on who enters the country, fail to get rid of criminals from the country. But oh! You'll go after hard working immigrants, meanwhile criminals are always getting second chances and staying in Canada??? KEEP HARDWORKING LEGAL CANADIAN IMMIGRANTS IN. They contribute to our economy. DEPORT CRIMINALS. They ruin our country. IS THAT SO HARD? The government is FAILING Canada! We used to have better immigration policies, what happened to them?
Identity Attack0.3780483
Insult0.37619758
Profanity0.040409464
Threat0.028206514
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.41 Policy_Critique
Feb 13, 2026 Canada's tighter immigration policy divides …
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
The government of Canada 20,000 India didn't show up to schools in Canada and fake acceptance letters to schools in 2024. The government of Canada expulsion of 20000 India BRATS to India.
Identity Attack0.4482637
Insult0.36798462
Profanity0.14754629
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.33 Unverified_Claim
Oct 23, 2025 Inside Canada's Indian Metropolis (Brampton)
A New year of more corrupt liberal government
A New year of more corrupt liberal government
Identity Attack0.14661247
Insult0.4302003
Profanity0.089370176
Threat0.009696201
Severe Toxicity0.009231567
Moderate 0.3972142 Low Con 0.232
Jan 4, 2026 New rules, regulations take effect …
that reduction is virtually nothing. the government is evil and should be tried as war criminals
that reduction is virtually nothing. the government is evil and should be tried as war criminals
Identity Attack0.061130337
Insult0.39743927
Profanity0.1308005
Threat0.146441
Severe Toxicity0.016900165
Moderate 0.3969567 Low Con 0.162
Jan 5, 2026 1 likes New rules, regulations take effect …

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.