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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: "Carney's for you😊" 340 comments · Page 1 of 14
we re not racist we just want our country back fuck trudeau fuck carney and fuck all liberals
we re not racist we just want our country back fuck trudeau fuck carney and fuck all liberals
Identity Attack0.5135796
Insult0.72756535
Profanity0.90258646
Threat0.146441
Severe Toxicity0.45895407
Toxic 0.9391453 Low Con 0.257 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This shitty government keeps screwing the hard working Canadians and it’s a joke,piss off Carney and do your job
This shitty government keeps screwing the hard working Canadians and it’s a joke,piss off Carney and do your job
Identity Attack0.36702603
Insult0.6798578
Profanity0.7181329
Threat0.027343199
Severe Toxicity0.35368225
Toxic 0.85333383 Low Con 0.291 Insult
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
FUCK CARNEY!!
FUCK CARNEY!!
Identity Attack0.058856625
Insult0.5130944
Profanity0.86331284
Threat0.028206514
Severe Toxicity0.35368225
Toxic 0.85173553 Low Con 0.185 Insult Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Wake the hell up.. please do not talk like carney. My country my bed. F-ff. I have no faith or trust in this Carney government corruption. Nope no more idiots please.
Wake the hell up.. please do not talk like carney. My country my bed. F-ff. I have no faith or trust in this Carney government corruption. Nope no more idiots please.
Identity Attack0.06658725
Insult0.8032227
Profanity0.46460027
Threat0.015256803
Severe Toxicity0.08859174
Toxic 0.8403191 Low Con 0.295 Insult
Dec 30, 2025 1 likes Deportations From Canada at Their …
Actually Carney seems to be like useful idiots as his Minister. Look at Gary -absolutely incompetent, Mark Millar - absolutely incompetent, Dian - absolutely incompetent yet he keeps them. I think he likes them stupid …
Actually Carney seems to be like useful idiots as his Minister. Look at Gary -absolutely incompetent, Mark Millar - absolutely incompetent, Dian - absolutely incompetent yet he keeps them. I think he likes them stupid because then he can control them.
Identity Attack0.04332388
Insult0.83943826
Profanity0.3320008
Threat0.0097738765
Severe Toxicity0.02458496
Toxic 0.8252207 Moderate Con 0.419 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Deport them all close the borders import third world you get third world and Doug Ford was wacko tampon Trudeau lapdog and now he is idiot king Carney lapdog
Deport them all close the borders import third world you get third world and Doug Ford was wacko tampon Trudeau lapdog and now he is idiot king Carney lapdog
Identity Attack0.43256098
Insult0.8032227
Profanity0.36230123
Threat0.035458352
Severe Toxicity0.16960317
Toxic 0.82048255 Low Con 0.12 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Mark carney had the ability to change the laws and make them stronger. But he won’t. Elbows up idiots
Mark carney had the ability to change the laws and make them stronger. But he won’t. Elbows up idiots
Identity Attack0.03249594
Insult0.8032227
Profanity0.39409557
Threat0.011741633
Severe Toxicity0.023076924
Toxic 0.78711975 Low Con 0.15 Insult Policy_Critique
Feb 18, 2026 21 likes Canadian immigration officers investigating hundreds …
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking …
Simple !!!! That asshole Trudeau brought millions of young male Indians from India to fill up the pockets of colleges and they take up all the lower end jobs that the white kids are looking for !!! I don’t know why Canadians would vote for a liberal government it’s beyond my mind. It’s been many many years since we had a conservative government and we need it back folks. STOP voting liberal for f—k sake’s. Marc Carney, lol what a f—king joke that is !!!
Identity Attack0.49032792
Insult0.6675394
Profanity0.6643082
Threat0.02440793
Severe Toxicity0.35368225
Toxic 0.76523775 Moderate Con 0.432 Insult
Sep 1, 2025 Why Canadians Are Turning Against …
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Identity Attack0.05976611
Insult0.4710501
Profanity0.570067
Threat0.5195707
Severe Toxicity0.21596274
Toxic 0.7510937 Low Con 0.264 Threat Call_To_Action
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Carney is.canadas threat. Getnrid of this scumbag.
Carney is.canadas threat. Getnrid of this scumbag.
Identity Attack0.11280017
Insult0.7492263
Profanity0.36230123
Threat0.3481519
Severe Toxicity0.16960317
Toxic 0.743089 Low Con 0.123 Insult Policy_Critique
Jan 4, 2026 New rules, regulations take effect …
Only Courpt Liberals and uninformed NDPers would support the Immagration policies of this usless government. Carney is no different than Trudeau, only a better bullshitter.
Only Courpt Liberals and uninformed NDPers would support the Immagration policies of this usless government. Carney is no different than Trudeau, only a better bullshitter.
Identity Attack0.18235919
Insult0.6831271
Profanity0.5724795
Threat0.010757755
Severe Toxicity0.12546301
Toxic 0.7308154 Low Con 0.127 Insult Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Idiots voted carney in forgot all the damage over the last 10 years. Meanwhile carney has literally gone against his platform. Signed a worse deal with trump and "elbows up" has disappeared. Good thing I …
Idiots voted carney in forgot all the damage over the last 10 years. Meanwhile carney has literally gone against his platform. Signed a worse deal with trump and "elbows up" has disappeared. Good thing I have a way to Mexico. Good reponsible law abiding tax payer done here in Canada after 34 years.
Identity Attack0.058401883
Insult0.7344449
Profanity0.29209393
Threat0.009359611
Severe Toxicity0.023076924
Toxic 0.7105462 Constructive 0.51 Insult
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he …
Id suggest the downfall of canada is not by liberal design, but the WEF who have controlled policy. The mentally deranged left are simply the useful idiots who do their bidding. Trudeau Jr. thought he was a leader. He was just a brain dead puppet. Stupid people will do anything to be more popular, even though everyone laughs at them when they leave the room. Carney is sinister and has more brains, but just look at his family to see where his mind is at.
Identity Attack0.20088354
Insult0.755201
Profanity0.26463717
Threat0.0113014765
Severe Toxicity0.023645958
Toxic 0.7105462 Low Con 0.3 Insult Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
After almost 8 years of corrupt, tyrannical, incompetent Liberal government under Trudeau, ignorant Canadians have voted for the SAME TYPE of government again. Carney is another Trudeau!! What a bunch of SHEEP!!
Identity Attack0.47178617
Insult0.71120167
Profanity0.12220735
Threat0.0091524795
Severe Toxicity0.027833538
Moderate 0.6989911 Low Con 0.193 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It is clear that Carney and the sycophantic Liberals (emphasis on the first syllable) have to go; PERIOD. Let's stop making excuses for these moronic, stupid incompetent and corrupt individuals and get all the foreign …
It is clear that Carney and the sycophantic Liberals (emphasis on the first syllable) have to go; PERIOD. Let's stop making excuses for these moronic, stupid incompetent and corrupt individuals and get all the foreign interference compromised MPs exposed and charged immediately. Get the priorities straight here.
Identity Attack0.10221587
Insult0.7418356
Profanity0.26603898
Threat0.022335978
Severe Toxicity0.023076924
Moderate 0.6852916 Low Con 0.182 Insult Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
i hope that the people who voted for Carney and the libtards are happy ! thanks a lot for turning Canada into a shithole
i hope that the people who voted for Carney and the libtards are happy ! thanks a lot for turning Canada into a shithole
Identity Attack0.4453683
Insult0.6120431
Profanity0.542788
Threat0.0115345
Severe Toxicity0.15443328
Moderate 0.65996873 Low Con 0.26 Insult
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew …
these people are not diing their job by being too nice to the non compliant student visa.they came up wl 8% of what number? how dd they arrive at 8% if they do not knoew the figure. this is the way liberals answer questions Just like the head Jystin Trudeau Ang Mr Carney remmber the phrase from Trudeau 10 years Ago "THE BOOK WILL BALANCE ITSELF" SO MANY IDIOT WHO VOTED FOR THIS KIND of mentality leader.
Identity Attack0.038167715
Insult0.71120167
Profanity0.26463717
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.65996873 Moderate Con 0.353 Insult
Sep 30, 2025 IRCC Names India in Study …
ALL ILLEGALS MUST GO. The 3rd world country that they come from is what Canada is also going to become & the Liberals are too stupid to realize this fact, which is why Canada is …
ALL ILLEGALS MUST GO. The 3rd world country that they come from is what Canada is also going to become & the Liberals are too stupid to realize this fact, which is why Canada is atm stuck with Carney. Even our conservative policies aren't tough enough ... not to affect immediate real change.
Identity Attack0.44690517
Insult0.6798578
Profanity0.26586622
Threat0.016292779
Severe Toxicity0.023599008
Moderate 0.65996873 Moderate Con 0.317 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
The issue is not with immigrant, it is the criminals and the religious fanatic imposing their flawed belief into other countries. The bigger problem is are the criminals in power that been voted in by …
The issue is not with immigrant, it is the criminals and the religious fanatic imposing their flawed belief into other countries. The bigger problem is are the criminals in power that been voted in by traitors and brainwashed Canadians. Liberals are corrupted to the core, created this problem. Ford is a sellout hypocrite just like Trudeau, Carney and the rest. All traitors!
Identity Attack0.44690517
Insult0.6831271
Profanity0.09551262
Threat0.009359611
Severe Toxicity0.023076924
Moderate 0.6588125 Low Con 0.218 Insult
Aug 27, 2025 Why Canadians Are Turning Against …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the …
It’s not about colour!! It’s about belligerence,arrogance,and don’t give a shit attitude about the Canada!! Sorry but I’m not nice to the one’s who get around with that attitude!! When in Rome do what the Roman’s do!! I’m an immigrant as well,and my blood is boiling with these species!! Thank Trudeau and now us clown carney!! What it is doing is causing a lot of hate, Canadians need to get off their asses and start voicing and pushing back on this situation than turning a blind eye!! The ones who shouldn’t be here need to be deported!!
Identity Attack0.4139151
Insult0.5678696
Profanity0.5365423
Threat0.061089642
Severe Toxicity0.21596274
Moderate 0.6588125 Moderate Con 0.477 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Lena Diab proved herself to be a fool months ago and she’s still here. They say carney is stricter with people like this than Trudeau but I highly doubt that. Carney doesn’t give a shit …
Lena Diab proved herself to be a fool months ago and she’s still here. They say carney is stricter with people like this than Trudeau but I highly doubt that. Carney doesn’t give a shit about incompetence and I think Lena is here to stay.
Identity Attack0.024600167
Insult0.68668073
Profanity0.44890457
Threat0.009929225
Severe Toxicity0.02444411
Moderate 0.6588125 Moderate Con 0.367 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Carney is a clown ford is a clown do something about it Canada
Carney is a clown ford is a clown do something about it Canada
Identity Attack0.09328204
Insult0.7090544
Profanity0.1696208
Threat0.007870848
Severe Toxicity0.023076924
Moderate 0.64447093 Low Con 0.189 Insult Call_To_Action
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Hey Canada you can Thank Trudeau , Carney , & their GANG of WEF morons that are destroying OUR country from within !!! Had ENOUGH yet Canada while WE still have a Canada !!!
Identity Attack0.27914262
Insult0.6675394
Profanity0.25275812
Threat0.017674083
Severe Toxicity0.027833538
Moderate 0.63782936 Low Con 0.206 Insult Call_To_Action
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Mark Carney and his liberal brain-dead twits are gonna call you racist.
Mark Carney and his liberal brain-dead twits are gonna call you racist.
Identity Attack0.3857254
Insult0.66500133
Profanity0.28593817
Threat0.029587816
Severe Toxicity0.048457388
Moderate 0.6342749 Low Con 0.119 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Carney is a pos! I have nothing but bad thoughts for that human garbage he should be in prison for what he’s done to our country!
Carney is a pos! I have nothing but bad thoughts for that human garbage he should be in prison for what he’s done to our country!
Identity Attack0.06567776
Insult0.67254376
Profanity0.26631543
Threat0.13566011
Severe Toxicity0.02420936
Moderate 0.6308517 Moderate Con 0.374 Insult Moral_Argument
Jan 3, 2026 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.