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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

click to expand

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: "Justin Trudeau did all of …" 88 comments · Page 1 of 4
Canada's immigration Minister is as dumb as they come!! A MORON.... A full retard!! Almost as stupid as Justin Trudeau... But that one is hard to beat!!
Canada's immigration Minister is as dumb as they come!! A MORON.... A full retard!! Almost as stupid as Justin Trudeau... But that one is hard to beat!!
Identity Attack0.2877625
Insult0.87506694
Profanity0.37052724
Threat0.01940071
Severe Toxicity0.20373066
Toxic 0.8696708 Low Con 0.195 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Idiot king Justin Trudeau allowed those over flowing immigrants to vote him in the future… tricky.
Idiot king Justin Trudeau allowed those over flowing immigrants to vote him in the future… tricky.
Identity Attack0.36702603
Insult0.7775208
Profanity0.33376193
Threat0.009281937
Severe Toxicity0.04397394
Toxic 0.76197964 Low Con 0.175 Insult Unverified_Claim
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
World's trasher gangs. Canada has been turned into a garbage bin. What a shame, Justin Trudeau
World's trasher gangs. Canada has been turned into a garbage bin. What a shame, Justin Trudeau
Identity Attack0.46028158
Insult0.6991143
Profanity0.1654338
Threat0.007534259
Severe Toxicity0.024725812
Moderate 0.6863638 Low Con 0.168 Insult
Sep 30, 2025 1 likes IRCC Names India in Study …
You had several opportunities to vote out Justin Trudeau and the liberals who brought this upon you. And every election you called the conservatives who pointed out the immigration debacle racist. Just eat s*** and …
You had several opportunities to vote out Justin Trudeau and the liberals who brought this upon you. And every election you called the conservatives who pointed out the immigration debacle racist. Just eat s*** and die and suffer the consequences of your voting actions.
Identity Attack0.22859548
Insult0.5739874
Profanity0.5150164
Threat0.49142194
Severe Toxicity0.23225832
Moderate 0.6852916 Moderate Con 0.325 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
No wonder Trump wanted to kill Justin Trudeau and his lunatic party
No wonder Trump wanted to kill Justin Trudeau and his lunatic party
Identity Attack0.10221587
Insult0.61794597
Profanity0.21564959
Threat0.5382386
Severe Toxicity0.12282934
Moderate 0.681338 Low Con 0.184 Insult Threat Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Nepo Baby Justin Trudeau destroyed the country of Canada and then ran away like the COWARD he is...
Nepo Baby Justin Trudeau destroyed the country of Canada and then ran away like the COWARD he is...
Identity Attack0.044612918
Insult0.7065844
Profanity0.09518933
Threat0.011715741
Severe Toxicity0.021935565
Moderate 0.6407703 Low Con 0.201 Insult Policy_Critique
Feb 24, 2026 10 likes 'We do know that there's …
Did Justin Trudeau make this b******* video
Did Justin Trudeau make this b******* video
Identity Attack0.059311368
Insult0.45135358
Profanity0.5318404
Threat0.010757755
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.215
Jul 10, 2018 How much do refugees and …
New World Order Sabotage of Canada. Justine Trudeau is a Traitor.
New World Order Sabotage of Canada. Justine Trudeau is a Traitor.
Identity Attack0.11744241
Insult0.6798578
Profanity0.10797132
Threat0.009100696
Severe Toxicity0.020386212
Moderate 0.62702215 Low Con 0.105 Insult
Jul 18, 2018 7 likes How much do refugees and …
Canada's No 1 racist is Justin Trudeau!
Canada's No 1 racist is Justin Trudeau!
Identity Attack0.44690517
Insult0.61794597
Profanity0.09486605
Threat0.010110466
Severe Toxicity0.023317307
Moderate 0.6027529 Low Con 0.148 Insult Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
India has 1.4+ billion people — more than all of Europe combined. Migration pressure is global. Blaming Indians is lazy. Blame a stupid government, led by Justin Trudeau, that ignored planning, housing, and wages — …
India has 1.4+ billion people — more than all of Europe combined. Migration pressure is global. Blaming Indians is lazy. Blame a stupid government, led by Justin Trudeau, that ignored planning, housing, and wages — and learned nothing from Europe’s mistakes.
Identity Attack0.44690517
Insult0.6308392
Profanity0.2268346
Threat0.0104988385
Severe Toxicity0.023076924
Moderate 0.5972042 Moderate Con 0.383 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the …
THANK YOU TYLER OLIVEIRA FOR MAKING THIS VIDEO!!! Bravo! We true Canadians have been saying this for years, and people think we're exaggerating about our Indian (and Muslim) invasion! Most Canadians are exactly like the "bike guy," we're tired of mass immigration of these people who....ALL.....VOTE.....LIBERAL. This is how clowns like Justine Trudeau got into power. Immigrants keep voting for the "open border Liberals. DEPORT THEM ALL.
Identity Attack0.4911651
Insult0.5723624
Profanity0.10240069
Threat0.11922921
Severe Toxicity0.023974609
Moderate 0.5721988 Constructive 0.556 Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
Identity Attack0.08583717
Insult0.6308392
Profanity0.1110661
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.568186 Low Con 0.193 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as …
You can blame Doug Ford for the sky high rents, because he helped his corporate buddies. Get that were landlords, he took off rent So you can thank Doug Ford for that one. And as far as jobs go, you can think mark Carney, the successor of the supremely, crooked Liberal Party from Justin Trudeau. To another idiot bleeding the blind leading the blind of Liberal Party. They're the ones that allowed all these illegal immigrants in here to stay. We need mass deportations, maybe it's time to become part of the fifty first state.Let trump do his mass deportations and waive these illegal pieces of garbage foreign workers bye.Bye
Identity Attack0.27340925
Insult0.6308392
Profanity0.22542313
Threat0.035803676
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.391 Insult Policy_Critique
Sep 9, 2025 Why Canadians Are Turning Against …
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all …
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all b""t and Mark carney not helping. Thats my opinion
Identity Attack0.46028158
Insult0.5678696
Profanity0.114160895
Threat0.011793415
Severe Toxicity0.02402156
Moderate 0.54325575 Moderate Con 0.483 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We all remembered you MF JUSTIN TRUDEAU THE WORST PREMIER EVER IN CANADA HISTORY 😮😮😮😮F.....U JUSTIN TRUDEAU.
We all remembered you MF JUSTIN TRUDEAU THE WORST PREMIER EVER IN CANADA HISTORY 😮😮😮😮F.....U JUSTIN TRUDEAU.
Identity Attack0.04564415
Insult0.5130944
Profanity0.2847897
Threat0.009359611
Severe Toxicity0.023152983
Moderate 0.47900817 Low Con 0.195 Insult
Oct 6, 2025 1 likes Why Canadians Are Turning Against …
7:32 ...; MEAN WILE CARNEY GAVE HIMSELF A 10,000K RAISE ON APRIL FIRST THE AG. AND CBC TOP CEO MAKES MORE THAN THE PM. WTF CANADA TO HELL WITH THE LIBERAL PARTY ; JUSTIN TRUDEAU …
7:32 ...; MEAN WILE CARNEY GAVE HIMSELF A 10,000K RAISE ON APRIL FIRST THE AG. AND CBC TOP CEO MAKES MORE THAN THE PM. WTF CANADA TO HELL WITH THE LIBERAL PARTY ; JUSTIN TRUDEAU and NOW MARK CARNIVAL CARNEY ; IN THE WORDS OF THE LATE AND GREAT Micheal Jackson ; " THEY DON'T REALY CARE ABOUT US " eyh ya eyh
Identity Attack0.14233272
Insult0.4125297
Profanity0.4131548
Threat0.015429466
Severe Toxicity0.02458496
Moderate 0.47886392 Moderate Con 0.338
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Established systems honed with years of experience and court decisions are very vulnerable to moronic politicians like Justin Trudeau. The liberals wanted to import more voters who would be so grateful for the opportunity to …
Established systems honed with years of experience and court decisions are very vulnerable to moronic politicians like Justin Trudeau. The liberals wanted to import more voters who would be so grateful for the opportunity to come to Canada they would vote liberal. The liberals wanted to promote their woke, “save the planet” doctrine no matter what the consequences. That way Justin, the self-righteous airhead, could deliver his famous word salad speeches telling people how magnanimous he was opening our doors to every creep, loser, terrorist, thief and freeloader other countries were trying to get rid of. They came by the thousands. We’ll never be rid of them.
Identity Attack0.07012023
Insult0.54471385
Profanity0.2395431
Threat0.009230154
Severe Toxicity0.020515325
Moderate 0.47772613 Moderate Con 0.374 Insult Policy_Critique
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
Two words.... Justin Trudeau 💩 💩
Two words.... Justin Trudeau 💩 💩
Identity Attack0.017264472
Insult0.5270482
Profanity0.17287734
Threat0.00951496
Severe Toxicity0.021419114
Moderate 0.47772613 Low Con 0.163 Insult Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Blame the Liberal party and justin trudeau, they are WEF puppets.
Blame the Liberal party and justin trudeau, they are WEF puppets.
Identity Attack0.10235514
Insult0.5145894
Profanity0.073529124
Threat0.008764107
Severe Toxicity0.011138916
Moderate 0.46982017 Low Con 0.141 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Every fast food place in Mississauga and Brampton is owned and operated by racist Indian people this started to happen right after Justin Trudeau was elected in 2015
Every fast food place in Mississauga and Brampton is owned and operated by racist Indian people this started to happen right after Justin Trudeau was elected in 2015
Identity Attack0.50917345
Insult0.36798462
Profanity0.050429728
Threat0.007754337
Severe Toxicity0.020257099
Moderate 0.4421347 Moderate Con 0.346 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Blame Justin Trudeau who f up canada… You should know whenever liberal party govern, they screw things
Blame Justin Trudeau who f up canada… You should know whenever liberal party govern, they screw things
Identity Attack0.09741807
Insult0.42567953
Profanity0.37352943
Threat0.011974656
Severe Toxicity0.02258113
Moderate 0.4398409 Low Con 0.16 Policy_Critique
Nov 21, 2025 6 likes Quebec Ends Economic Immigration Program …
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
WHY WOULD JUSTIN TRUDEAU ALLOW DEVIL WORSHIPPERS INTO THIS GREAT NATION BY THE DROVES. HIS GOAL WAS TO DESTROY CANADA AND HE HAS SUCCEEDED IN THIS GOAL
Identity Attack0.1232452
Insult0.42367843
Profanity0.12286829
Threat0.09776353
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.225 Unverified_Claim
Sep 19, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous …
No, there is a reasonable and very widespread expectation that the amount of immigration be limited to the number of people who can be accommodated without overwhelming every single capacity the country has. The previous liberal government's policies on this issue had been completely "pie in the sky", thanks entirely to Justin Trudeau. The man was completely incompetent.
Identity Attack0.02238941
Insult0.50440645
Profanity0.030389199
Threat0.0068999166
Severe Toxicity0.005760193
Moderate 0.4269174 Constructive 0.527 Insult Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
The Indians specially the Punjabis have destroyed the integrity of the Canadian Immigration system aided and abetted by Justin Trudeau.
The Indians specially the Punjabis have destroyed the integrity of the Canadian Immigration system aided and abetted by Justin Trudeau.
Identity Attack0.50588524
Insult0.28997475
Profanity0.0569429
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.41690505 Low Con 0.267 Identity Attack Identity_Assertion
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
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)

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.