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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: "And the liberals will do …" 1,410 comments · Page 5 of 57
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 …
ITs almost like they put the dumbest Liberal in the Immigration position on purpose.
ITs almost like they put the dumbest Liberal in the Immigration position on purpose.
Identity Attack0.34649673
Insult0.6831271
Profanity0.29209393
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.6588125 Low Con 0.167 Insult
Nov 21, 2025 Thousands of refugees allowed into …
Liberals say immigrants will give us more money. If you shit in your soup, there will be more of it too.
Liberals say immigrants will give us more money. If you shit in your soup, there will be more of it too.
Identity Attack0.3819294
Insult0.45135358
Profanity0.65961236
Threat0.036149003
Severe Toxicity0.112294696
Moderate 0.6588125 Low Con 0.123 Humor_Satire
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
You voted for Liberals, even after ten years of them flooding immigrant into Canada. Stop voting Liberal Grow a Fking brain.
You voted for Liberals, even after ten years of them flooding immigrant into Canada. Stop voting Liberal Grow a Fking brain.
Identity Attack0.2854555
Insult0.6149945
Profanity0.5188411
Threat0.013372798
Severe Toxicity0.16960317
Moderate 0.6544696 Low Con 0.144 Insult Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
JT broke the system and Liberals are still sold out on this immigration garbage.
JT broke the system and Liberals are still sold out on this immigration garbage.
Identity Attack0.38246045
Insult0.65129566
Profanity0.19155724
Threat0.008311004
Severe Toxicity0.023076924
Moderate 0.6491204 Low Con 0.194 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
good one tyler expose these traitorus liberal gov scumbags destroying canada
good one tyler expose these traitorus liberal gov scumbags destroying canada
Identity Attack0.3072352
Insult0.67735565
Profanity0.29209393
Threat0.10389658
Severe Toxicity0.0475607
Moderate 0.64447093 Low Con 0.229 Insult Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Dumb Liberal will grant them PR in a heartbeat.
Dumb Liberal will grant them PR in a heartbeat.
Identity Attack0.27798235
Insult0.6798578
Profanity0.27882218
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.64447093 Low Con 0.107 Insult
Jan 15, 2026 2.9 million Canadian temporary visas …
That's the plan the great replacement of Canadian value with Islamic devil's 👿 the WEF NWO illuminati satanic puppet sellout POS snake globalist traitorous liberal criminal syndicate is killing us.
That's the plan the great replacement of Canadian value with Islamic devil's 👿 the WEF NWO illuminati satanic puppet sellout POS snake globalist traitorous liberal criminal syndicate is killing us.
Identity Attack0.5689151
Insult0.5739874
Profanity0.29168049
Threat0.34804323
Severe Toxicity0.23125283
Moderate 0.6426206 Low Con 0.145 Identity Attack Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Not near enough tax relief, not near enough cuts to immigration. The liberals are out of touch, proven time and again. 2026 will be worse.....Canada sucks
Not near enough tax relief, not near enough cuts to immigration. The liberals are out of touch, proven time and again. 2026 will be worse.....Canada sucks
Identity Attack0.38445538
Insult0.6109131
Profanity0.40185395
Threat0.010110466
Severe Toxicity0.026936848
Moderate 0.6426206 Low Con 0.292 Insult
Jan 3, 2026 7 likes New rules, regulations take effect …
As long as they vote liberal the unethical, corrupt, deceitful liar of a PM doesn't care.
As long as they vote liberal the unethical, corrupt, deceitful liar of a PM doesn't care.
Identity Attack0.054763943
Insult0.68668073
Profanity0.09899642
Threat0.008841781
Severe Toxicity0.020386212
Moderate 0.6407703 Low Con 0.168 Insult Policy_Critique
Dec 19, 2025 IRCC Names India in Study …
The Trudeau government was in power too long. The number of people they brought in to the country each year was ridiculous at best. Now that there are thousands of imported people who have absconded …
The Trudeau government was in power too long. The number of people they brought in to the country each year was ridiculous at best. Now that there are thousands of imported people who have absconded it will be next to impossible to get them the H out of the country. Nice go'in politically correct Liberal fools.
Identity Attack0.1508922
Insult0.69164425
Profanity0.257327
Threat0.0086087575
Severe Toxicity0.023076924
Moderate 0.6407703 Moderate Con 0.393 Insult
Dec 24, 2025 1 likes Deportations From Canada at Their …
Us “old stock” Indians DO NOT WANT THIS BS HERE! Trudeau and his stupid Liberal policies WRECKED immigrations. Now Brampton and most of Canada is overrun with Punjabi “temp workers” “international students” “asylum seekers” etc. …
Us “old stock” Indians DO NOT WANT THIS BS HERE! Trudeau and his stupid Liberal policies WRECKED immigrations. Now Brampton and most of Canada is overrun with Punjabi “temp workers” “international students” “asylum seekers” etc. They have RUINED what used to be a nicely mixed city of Brampton. It used to be clean, friendly, safe….not anymore. I grew up Brampton all my life and I’ve never been afraid of going out in the evenings or to events, until the last 10 years happened, especially the last 7 years. These new Indian immigrants are NOT respectful, not clean, downright rude, they stare at you if you’re a woman, I mean STARE. Im the summers of you wear a dress or shorts (and you’re an Indian or brown girl) they will yell obscene things and stare you down, it’s disgusting.
Identity Attack0.4911651
Insult0.6500014
Profanity0.3496935
Threat0.01254427
Severe Toxicity0.08595808
Moderate 0.63782936 Constructive 0.543 Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I feel bad and disappointed to see 🇨🇦 and a true Canadian . Canada have been colonized by these fraud scam criminals . Bravo 👏👏👏 Liberal GOVT. for your hard work to import Harbour and …
I feel bad and disappointed to see 🇨🇦 and a true Canadian . Canada have been colonized by these fraud scam criminals . Bravo 👏👏👏 Liberal GOVT. for your hard work to import Harbour and destroy Canada for your political benefits. Shame on you, hypocrites politicians.
Identity Attack0.2964622
Insult0.67254376
Profanity0.094542764
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.63782936 Moderate Con 0.399 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
White liberal women are a scourge to society
White liberal women are a scourge to society
Identity Attack0.6637263
Insult0.5362655
Profanity0.33453682
Threat0.03787563
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.209 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
kanada is a hyper woke shithole police state. It is run by smarmy foul liberals that will do and say anything to separate citizens from their money. Wonderful
kanada is a hyper woke shithole police state. It is run by smarmy foul liberals that will do and say anything to separate citizens from their money. Wonderful
Identity Attack0.3802808
Insult0.61794597
Profanity0.5188411
Threat0.011793415
Severe Toxicity0.16960317
Moderate 0.63782936 Low Con 0.206 Insult
Oct 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals voted for this clowns 🤡
Liberals voted for this clowns 🤡
Identity Attack0.17925262
Insult0.6831271
Profanity0.21673056
Threat0.0091524795
Severe Toxicity0.02116089
Moderate 0.63782936 Low Con 0.15 Insult Call_To_Action
Sep 22, 2025 1 likes Why Canadians Are Turning Against …
Liberal elbows up did all this sh!t to Canada there crazy immigration laws and to all the boomers you wanted this government
Liberal elbows up did all this sh!t to Canada there crazy immigration laws and to all the boomers you wanted this government
Identity Attack0.2808415
Insult0.5208188
Profanity0.541926
Threat0.012854968
Severe Toxicity0.112294696
Moderate 0.6342749 Low Con 0.285 Insult
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Liberal academia has FLOPPED! Immigration policy-FLOP environmental policy-FLOP Economics-FLOP Trade negotiations-FLOP Foreign policy-FLOP ...O, and trans are killing people. Liberals are devils. Accept it.
Liberal academia has FLOPPED! Immigration policy-FLOP environmental policy-FLOP Economics-FLOP Trade negotiations-FLOP Foreign policy-FLOP ...O, and trans are killing people. Liberals are devils. Accept it.
Identity Attack0.5516043
Insult0.5723624
Profanity0.2761231
Threat0.31721663
Severe Toxicity0.14389864
Moderate 0.6342749 Low Con 0.131 Identity Attack Insult Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
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...
You clowns voted for liberal and want deportation of criminals. Rofl
You clowns voted for liberal and want deportation of criminals. Rofl
Identity Attack0.1015541
Insult0.67735565
Profanity0.19278693
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.6342749 Low Con 0.118 Insult Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
This video proves that ICE is doing a good job for Americans and all liberals are retar ded
This video proves that ICE is doing a good job for Americans and all liberals are retar ded
Identity Attack0.44690517
Insult0.6336687
Profanity0.40929472
Threat0.01238892
Severe Toxicity0.08332442
Moderate 0.6342749 Low Con 0.263 Insult Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Libs man its libs. Anyone who voted for liberals, did vote for this whole damn mess
Identity Attack0.21075934
Insult0.5130944
Profanity0.6001929
Threat0.01187109
Severe Toxicity0.040387187
Moderate 0.6308517 Low Con 0.176 Insult Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Canadians voting the Liberal government into power for 12yrs is the idiocy that has brought the decay and decline of Canada.
Canadians voting the Liberal government into power for 12yrs is the idiocy that has brought the decay and decline of Canada.
Identity Attack0.3043136
Insult0.65865606
Profanity0.22792831
Threat0.009126588
Severe Toxicity0.023076924
Moderate 0.6308517 Low Con 0.21 Insult
Jan 20, 2026 Why Canada’s immigration system has …

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.