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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: "Lies, lies and more lies. …" 277 comments · Page 8 of 12
She blinks when she lies. Blinky McBlink Face 👀
She blinks when she lies. Blinky McBlink Face 👀
Identity Attack0.008250522
Insult0.24928534
Profanity0.066963166
Threat0.008129764
Severe Toxicity0.0077819824
Low Tox 0.2820025 Low Con 0.18 Meta_Commentary
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
😂😂😂😂😂 this is a lie
😂😂😂😂😂 this is a lie
Identity Attack0.006622616
Insult0.07903719
Profanity0.07482228
Threat0.008298059
Severe Toxicity0.008468628
Low Tox 0.28087774 Low Con 0.276 Humor_Satire
Dec 25, 2025 Deportations From Canada at Their …
Lies, there’s still thousands of criminals who aren’t citizens still here committing crimes especially in Toronto and CBSA is aware!!!
Lies, there’s still thousands of criminals who aren’t citizens still here committing crimes especially in Toronto and CBSA is aware!!!
Identity Attack0.053399716
Insult0.24928534
Profanity0.017709278
Threat0.008285114
Severe Toxicity0.0051116943
Low Tox 0.27975297 Moderate Con 0.343 Unverified_Claim
Dec 26, 2025 Deportations From Canada at Their …
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in …
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in Vancouver and for the past ten years and I feel like I've been teleported to India or Pakistan. It's scary bc I've never planned to live in India, but here I'm. Durka durka ! 😅
Identity Attack0.26833034
Insult0.16817254
Profanity0.07870171
Threat0.008582866
Severe Toxicity0.008506775
Low Tox 0.27525392 Constructive 0.655 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
2:19 he’s not going back. That’s a lie
2:19 he’s not going back. That’s a lie
Identity Attack0.008361516
Insult0.070799805
Profanity0.058946952
Threat0.009851551
Severe Toxicity0.0077056885
Low Tox 0.27525392 Low Con 0.16 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
No one is supppressed in india, these guys lie to get in canada.
No one is supppressed in india, these guys lie to get in canada.
Identity Attack0.18391247
Insult0.17734702
Profanity0.023652986
Threat0.0076766624
Severe Toxicity0.0048828125
Low Tox 0.2667042 Low Con 0.245 Unverified_Claim
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
All lies! Let Canadians know the real truth! Someone is trying hard to not let us know the TRUTH!
All lies! Let Canadians know the real truth! Someone is trying hard to not let us know the TRUTH!
Identity Attack0.10221587
Insult0.17237684
Profanity0.01893901
Threat0.007857903
Severe Toxicity0.0060272217
Low Tox 0.2648175 Low Con 0.254
Jun 12, 2018 How much do refugees and …
She's lying...
She's lying...
Identity Attack0.0046987277
Insult0.21602537
Profanity0.034397304
Threat0.007741391
Severe Toxicity0.0035095215
Low Tox 0.2648175 Low Con 0.278 Meta_Commentary
Jul 5, 2025 1 likes How much do refugees and …
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A …
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A change all this being. Said this they want you to toe the line and not thinku sweat the narrative as Marxism totalitarian covered in communism destroys our country.culture and rights Our birthright as peacekeepers even at stake they all say and do nothing tell lies and do nothing giving everything to everyone else while not taking of there own u know we all bleed red our fathers and mother s of all colours sacrificed and died for our freedoms and choices.as they say " if we don't learn from history we are bound to it again
Identity Attack0.18391247
Insult0.16788013
Profanity0.054437835
Threat0.05171447
Severe Toxicity0.01302678
Low Tox 0.26293078 Moderate Con 0.495 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell …
What absolute tripe, there is no division,ZERO, everyone is in agreement Immigration needs to be controlled. This is why people despise and distrust the media, they just flat out lie to your face, they’ll tell you what your eyes are seeing and your ears are hearing are not real.
Identity Attack0.06704199
Insult0.15982662
Profanity0.025087673
Threat0.009256045
Severe Toxicity0.0052261353
Low Tox 0.25462922 Moderate Con 0.386 Policy_Critique
Feb 11, 2026 9 likes Canada's tighter immigration policy divides …
Not all religions are the same; that is a lie.
Not all religions are the same; that is a lie.
Identity Attack0.17769934
Insult0.11172232
Profanity0.038906425
Threat0.0067316215
Severe Toxicity0.0049209595
Low Tox 0.25462922 Low Con 0.219
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Stop Lying. these people. Are sponsored. By The GOvernment. With 🏠 ing and Business. Loans
Stop Lying. these people. Are sponsored. By The GOvernment. With 🏠 ing and Business. Loans
Identity Attack0.006437627
Insult0.17610447
Profanity0.05268429
Threat0.0069387536
Severe Toxicity0.0049591064
Low Tox 0.25462922 Low Con 0.102
Jun 24, 2019 3 likes How much do refugees and …
is the sponsorship money worth speaking obvious lies when you talk for a living?
is the sponsorship money worth speaking obvious lies when you talk for a living?
Identity Attack0.003311308
Insult0.19225755
Profanity0.020168742
Threat0.0063885585
Severe Toxicity0.0026893616
Low Tox 0.25462922 Low Con 0.17 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
in my opinion they run in circles and lie to protect there own lies
in my opinion they run in circles and lie to protect there own lies
Identity Attack0.008509507
Insult0.18977246
Profanity0.028503597
Threat0.007832011
Severe Toxicity0.0033569336
Low Tox 0.25462922 Low Con 0.181 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been lied to and sacrificed for this false opportunity. We all need to fight the big money monopolies that choke us all and make the desperation that leads to hate. As a Canadian I’ll point out that people are people, the Canadians I know don’t treat “Canada”well.
Identity Attack0.2331515
Insult0.15556364
Profanity0.016752819
Threat0.008466354
Severe Toxicity0.005340576
Low Tox 0.2524482 Constructive 0.64
Sep 22, 2025 Why Canadians Are Turning Against …
This is absolute lies.
This is absolute lies.
Identity Attack0.004162259
Insult0.13064787
Profanity0.045419596
Threat0.007081157
Severe Toxicity0.0035476685
Low Tox 0.24924077 Low Con 0.176 Unverified_Claim
Dec 29, 2025 Deportations From Canada at Their …
Unfortunately not answering questions is the LIEBERAL WAY.I think that if ministers don't answer questions they should be heavily fined and if they are proven to be lying they should be fired period!!!!
Unfortunately not answering questions is the LIEBERAL WAY.I think that if ministers don't answer questions they should be heavily fined and if they are proven to be lying they should be fired period!!!!
Identity Attack0.014249804
Insult0.13969865
Profanity0.018324144
Threat0.08856395
Severe Toxicity0.0050735474
Low Tox 0.24603334 Moderate Con 0.306 Policy_Critique
Feb 26, 2026 4 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know …
Canada has lost itself allowing all this mass immigration to happen. I can assure you that there are millions of expired visas and fraudulent visas that the government claims to be checking on...but canadians know that's a lie. So many don't want to learn english, assimilate to Canadian cultures and their entitlement is next level. They think they are above the law. If they love their culture so much and don't want to change...don't come to a better country like Canada just to make our country shit. The first guy speaking truth, even knows it's too much and out of control. And I can assure you all these so called doctors and engineers and so forth aren't the majority of immigrants coming in - being an amazon driver, working at Tim's or a gas station isn't a special skill set. And the smuggler guy - yeah those are exactly the type of people we want in our countries...they are shady, dangerous and break law as like it's a proper day job.
Identity Attack0.1808059
Insult0.1469393
Profanity0.02030538
Threat0.008013252
Severe Toxicity0.0063323975
Low Tox 0.2412222 Constructive 0.593 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That was a lie....... Trudeau's libs were financially strapped when ndp and conservatives dominated the previous election. Trudeau got funding in the hundreds of millions by Indian investors in return the liberals configured the laws so these investors could make payday off all the Indians. Fake schools were huge, and trapped these indians into ridiculous housing arrangements. Then the liberals went too far by creating ridiculous visas for indiand for them to enter Canada like the nanny Visa called something else but they can take care of their own healthy family just to enter the country. Student visas allowed to work which turns into full time employment at liberal party hotspots like tim hortons and Amazon. They hire only Indians because the government pays half there salary Racism is extremely high and many communities have boycotted indian run establishments like in mine 2 groups went out of biz. It's a mess but Indians will slowly deteriorate. Will take time.
Identity Attack0.109318495
Insult0.16751462
Profanity0.025087673
Threat0.008945347
Severe Toxicity0.0049972534
Low Tox 0.23739935 Constructive 0.63 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This lady lied hardcore about the statics. Lol. You can go to Dearborn and see it.
This lady lied hardcore about the statics. Lol. You can go to Dearborn and see it.
Identity Attack0.010729378
Insult0.1662211
Profanity0.035399333
Threat0.007573096
Severe Toxicity0.0038337708
Low Tox 0.23739935 Low Con 0.269
May 23, 2019 1 likes How much do refugees and …
Lie lie lie lie lie 3500 a month fact
Lie lie lie lie lie 3500 a month fact
Identity Attack0.0055866763
Insult0.113185234
Profanity0.034146797
Threat0.0071070488
Severe Toxicity0.0063323975
Low Tox 0.23667802 Low Con 0.218
Sep 3, 2024 1 likes How much do refugees and …
The Indian them cause everything to change no lie
The Indian them cause everything to change no lie
Identity Attack0.23391083
Insult0.075868964
Profanity0.06395709
Threat0.011456826
Severe Toxicity0.009994507
Low Tox 0.23415339 Low Con 0.171
Aug 25, 2025 Why Canadians Are Turning Against …
It is a complete lie to say that you can't find Canadians who are willing to work as tire installers!!!!
It is a complete lie to say that you can't find Canadians who are willing to work as tire installers!!!!
Identity Attack0.078392304
Insult0.1342682
Profanity0.019280603
Threat0.006861079
Severe Toxicity0.0038146973
Low Tox 0.23198941 Moderate Con 0.307 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
False!!! LIES!!!
False!!! LIES!!!
Identity Attack0.0028118372
Insult0.16053712
Profanity0.04065997
Threat0.006757513
Severe Toxicity0.008888245
Low Tox 0.2312681 Moderate Con 0.306
Jul 3, 2019 1 likes How much do refugees and …

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.