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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: "I am hoping that Trump …" 14 comments
Thank God for Donald Trump. I really hope all you other countries get it figured out. All these mofuckrs need sent back home.
Thank God for Donald Trump. I really hope all you other countries get it figured out. All these mofuckrs need sent back home.
Identity Attack0.3780483
Insult0.5678696
Profanity0.6001929
Threat0.11309616
Severe Toxicity0.16960317
Moderate 0.6407703 Moderate Con 0.328 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would …
I know these people just want better lives but how would they feel if they woke up to millions of white people in India one day. All of our BS in our culture. They would not be so friendly. The Libs have destroyed Canada. They control every form of media and all the morons here eat it right up. Hopefully Trump takes them all out.
Identity Attack0.49584505
Insult0.6407567
Profanity0.36302176
Threat0.048158366
Severe Toxicity0.02514347
Moderate 0.61223894 Moderate Con 0.418 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I hope Trump makes it worse for the Canadians. Canada, Europe; they're gone. If Trump saves us in the US; which I don't believe he can because there are too many stupid Americans. If he …
I hope Trump makes it worse for the Canadians. Canada, Europe; they're gone. If Trump saves us in the US; which I don't believe he can because there are too many stupid Americans. If he does; we will need to look toward east Europe and Russia. After I he west collapses itself these nations will rise due to their unity. China will also rise. The West is going down.
Identity Attack0.46028158
Insult0.6308392
Profanity0.22663295
Threat0.0347677
Severe Toxicity0.023076924
Moderate 0.60152835 Moderate Con 0.443 Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
If PP wasn't their leader, I would've voted Conservative. PP is like Trump to me. Give me anybody but PP and i'll vote blue. PP just doesn't come off as a smart guy. He says …
If PP wasn't their leader, I would've voted Conservative. PP is like Trump to me. Give me anybody but PP and i'll vote blue. PP just doesn't come off as a smart guy. He says what Canadians want to hear, but I feel he's stupider than Trump. He's Maple Trump. I was hoping the Conservatives would of gotten a new leader, a smart guy, but nope, let's put PP out their again and hope the 2nd or 3rd or 4th times the charm.
Identity Attack0.06522302
Insult0.5739874
Profanity0.17803068
Threat0.010447056
Severe Toxicity0.014382465
Moderate 0.4977744 Constructive 0.542 Insult Personal_Narrative
Feb 24, 2026 3 likes 'We do know that there's …
Trump is the bigot not letting people in. Canada lets them in, dangles hope, then kick them out.
Trump is the bigot not letting people in. Canada lets them in, dangles hope, then kick them out.
Identity Attack0.10221587
Insult0.4810288
Profanity0.0684662
Threat0.28890648
Severe Toxicity0.019611536
Moderate 0.45921504 Low Con 0.134 Comparative_Framing
Dec 25, 2025 Deportations From Canada at Their …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
I hope Trump was joking when saying India will be the 51 state, i mean canada. WTF happened?
I hope Trump was joking when saying India will be the 51 state, i mean canada. WTF happened?
Identity Attack0.053854458
Insult0.23237456
Profanity0.44431314
Threat0.00951496
Severe Toxicity0.019611536
Moderate 0.42129645 Low Con 0.278 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
90% of bank employees are still Indian (who entered Canada in the last 5 years). Reverse ALL entries since 2018!!! Hoping for Trump to step in and force their hand.
Identity Attack0.25309357
Insult0.06512285
Profanity0.014669105
Threat0.013424582
Severe Toxicity0.0063323975
Low Tox 0.23162876 Moderate Con 0.408
Dec 26, 2025 1 likes Deportations From Canada at Their …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Identity Attack0.042550452
Insult0.023028618
Profanity0.010894509
Threat0.0064597605
Severe Toxicity0.0014781952
Low Tox 0.07687678 Constructive 0.612 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope the Trump Administration takes this video seriously.
I hope the Trump Administration takes this video seriously.
Identity Attack0.0057346676
Insult0.010020891
Profanity0.015488927
Threat0.009256045
Severe Toxicity0.0014019012
Low Tox 0.024731753 Low Con 0.242 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
HOPE TRUMP SEE'"s this !!!!!
HOPE TRUMP SEE'"s this !!!!!
Identity Attack0.002885833
Insult0.010590895
Profanity0.013200258
Threat0.0082074385
Severe Toxicity0.0015068054
Low Tox 0.022610499 Low Con 0.226 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I hope Trump sees this.
I hope Trump sees this.
Identity Attack0.002830336
Insult0.008937885
Profanity0.012004685
Threat0.008440462
Severe Toxicity0.0010919571
Low Tox 0.018095128 Moderate Con 0.34 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.