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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: "Vote liberal" 326 comments · Page 7 of 14
Stop voting liberals
Stop voting liberals
Identity Attack0.2331515
Insult0.07998765
Profanity0.033645786
Threat0.012906751
Severe Toxicity0.0064468384
Low Tox 0.25462922 Low Con 0.237
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And …
If the liberal government was bringing in engineers and doctors and their families, it'd be one thing.But they're not, they're shipping in criminals from other countries.These other countries are emptying their jails of the criminals.And bringing them the canada and the liberals don't care as long as they vote for them.And cheat in the election, that's the bottom line!
Identity Attack0.08831879
Insult0.21368977
Profanity0.017572641
Threat0.009463178
Severe Toxicity0.004749298
Low Tox 0.25462922 Moderate Con 0.306 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. …
The damage is done. Liberals ruined this country and let us down. They are just importing their voters. In 10 years they’ve been in power they created tones of new citizens to vote for them. I’m a first generation immigrant. The selection process for us was extremely hard. We were well educated professionals with university degrees, healthy (checked), had to provide funds allowing us to live for at least 6 months without any support from welfare organizations, no OHIP for 3 months. Why has this system been changed? How do all these people without education, money or skills coming here? Why our country is flooded with illegal immigrants? I love Canada dearly. It’s my home now. I’m a proud Canadian. And I’m very sed to watch my country decline like that. Shame on you Liberals.
Identity Attack0.10221587
Insult0.16788013
Profanity0.029050145
Threat0.010550622
Severe Toxicity0.005569458
Low Tox 0.25084448 Constructive 0.678 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
CANADIAN LEFTIES AND LIBERALS VOTE FOR THIS AND DESERVE WHATEVER HAPPENS
Identity Attack0.120924085
Insult0.06652143
Profanity0.035148825
Threat0.13448004
Severe Toxicity0.014188796
Low Tox 0.24763705 Low Con 0.182 Call_To_Action
Feb 28, 2026 Inside Canada's Indian Invasion...
They have NO customer service, refuse to learn English, their hygiene is poor & they disrespect our country. Time to stand up Canada & take our country back. Start by voting for Pierre next time. …
They have NO customer service, refuse to learn English, their hygiene is poor & they disrespect our country. Time to stand up Canada & take our country back. Start by voting for Pierre next time. Liberals asked for this.
Identity Attack0.06158508
Insult0.17610447
Profanity0.013371054
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.24603334 Moderate Con 0.426
Aug 27, 2025 Why Canadians Are Turning Against …
Canadians have amnesia and keep voting these Liberals
Canadians have amnesia and keep voting these Liberals
Identity Attack0.14019285
Insult0.16773392
Profanity0.027683776
Threat0.007586042
Severe Toxicity0.005722046
Low Tox 0.24603334 Low Con 0.138 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Keep voting liberals and it's going to get worse.
Keep voting liberals and it's going to get worse.
Identity Attack0.10221587
Insult0.08831572
Profanity0.021466793
Threat0.013217449
Severe Toxicity0.0046920776
Low Tox 0.2412222 Low Con 0.178 Call_To_Action
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Liberals are taking our history and religion away from us and pushing immigrants and their values for votes. So the liberals can control us
Identity Attack0.2463217
Insult0.06774519
Profanity0.021876704
Threat0.009023022
Severe Toxicity0.0050354004
Low Tox 0.2412222 Low Con 0.282 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Let's all keep voting liberal! Because elbows up, right? So is crime, housing prices, poverty, sickness, government sanctioned suicide. Yep, keep it up liberals and liberal voters.
Identity Attack0.10221587
Insult0.089778624
Profanity0.015932998
Threat0.035113025
Severe Toxicity0.00579834
Low Tox 0.2396185 Low Con 0.236 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
Identity Attack0.089973204
Insult0.08410009
Profanity0.075468846
Threat0.021300001
Severe Toxicity0.0060272217
Low Tox 0.23739935 Low Con 0.279
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
Identity Attack0.14019285
Insult0.06921569
Profanity0.020578653
Threat0.022335978
Severe Toxicity0.006752014
Low Tox 0.23415339 Low Con 0.229
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Identity Attack0.23770751
Insult0.07745308
Profanity0.01354185
Threat0.007521313
Severe Toxicity0.004463196
Low Tox 0.23271075 Low Con 0.289
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Canadians agree liberals destroyed our immigration system yet they keep voting liberal
Identity Attack0.17614605
Insult0.082619295
Profanity0.016616182
Threat0.010835429
Severe Toxicity0.0042915344
Low Tox 0.23235008 Low Con 0.262 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
STOP VOTING LIBERAL
STOP VOTING LIBERAL
Identity Attack0.16801116
Insult0.06354945
Profanity0.024131214
Threat0.011172019
Severe Toxicity0.0060653687
Low Tox 0.22846605 Low Con 0.164
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a …
For years I goaded my liberal mate here in rural AB. Tongue firmly in cheek. That the conspiracy theory Project Kali was a real thing. That’s to say the shadowy Indian Illuminati are orchestrating a takeover of Canada with the assistance of quisling politicians. The very ones he votes for by-the-way. Kali is funded by rich Indian billionaires. End-game 2100. When Canada be little more than offshore state of India. Well recently his son was laid off from his job. Replaced by a lower paid Indian worker as prophesied would gradually happen to native workers by whoever outed Project Kali four decades back. Low & behold his lad is now looking to move overseas. Surprise, surprise. My mate has become a big believer in Project Kali. Now even wants an Alberta free of Ottawa.
Identity Attack0.14661247
Insult0.1469393
Profanity0.026454043
Threat0.009955117
Severe Toxicity0.0061798096
Low Tox 0.22311419 Constructive 0.529 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t …
Yet you vote liberal four times in a row because they turned the election into a Canada vs US hockey match and you all fell for it. Now you’re doomed. Don’t come here. You can’t be trusted.
Identity Attack0.023997234
Insult0.14874944
Profanity0.014976538
Threat0.010369381
Severe Toxicity0.0038719177
Low Tox 0.22311419 Low Con 0.223
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Ontario, nova svptia. PEI, quebec, vancouver etc. keep voting for the same gang destroying the country. More liberals, more NDP, more greens means more pain. How much pain does it take to change thinking.
Identity Attack0.043839492
Insult0.123407245
Profanity0.014600786
Threat0.014911477
Severe Toxicity0.004425049
Low Tox 0.21776234 Moderate Con 0.307 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
Blame whomever voted Liberal. I’m Albertan. We want out
Blame whomever voted Liberal. I’m Albertan. We want out
Identity Attack0.1232452
Insult0.06921569
Profanity0.020442016
Threat0.019228047
Severe Toxicity0.0059509277
Low Tox 0.21107252 Moderate Con 0.437
Aug 26, 2025 8 likes Why Canadians Are Turning Against …
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Identity Attack0.13805299
Insult0.0817555
Profanity0.016616182
Threat0.006317357
Severe Toxicity0.004673004
Low Tox 0.20705862 Low Con 0.26
Jun 19, 2025 3 likes How Canada broke its immigration …
This is what happens when you vote Liberal. EVERYTHING breaks!
This is what happens when you vote Liberal. EVERYTHING breaks!
Identity Attack0.06340405
Insult0.0817555
Profanity0.02119352
Threat0.009048914
Severe Toxicity0.0037956238
Low Tox 0.20172562 Low Con 0.18 Policy_Critique
Jan 19, 2026 1 likes Why Canada’s immigration system has …
Stop voting liberal..thats the problem
Stop voting liberal..thats the problem
Identity Attack0.11163961
Insult0.07396803
Profanity0.017026093
Threat0.008039144
Severe Toxicity0.0035858154
Low Tox 0.20102765 Low Con 0.199
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
JUSTING TRUDEAU AND THE LIBERAL PARTY MESS THEY WILL DO ANYTHING TO GET THE VOTES FOR IMMIGRANTS ANYTHING
JUSTING TRUDEAU AND THE LIBERAL PARTY MESS THEY WILL DO ANYTHING TO GET THE VOTES FOR IMMIGRANTS ANYTHING
Identity Attack0.11280017
Insult0.0811385
Profanity0.02023706
Threat0.008492245
Severe Toxicity0.0051879883
Low Tox 0.20032968 Low Con 0.213
Sep 28, 2025 IRCC Names India in Study …
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
If you voted liberal- you are the reason this is going on. No right to complain if that is the case. We need to shut it all down at the border
Identity Attack0.06613251
Insult0.055547886
Profanity0.019622196
Threat0.05203775
Severe Toxicity0.005493164
Low Tox 0.19219314 Moderate Con 0.343 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Stop voting liberal. Simple fix
Stop voting liberal. Simple fix
Identity Attack0.11280017
Insult0.062150877
Profanity0.019758832
Threat0.014566151
Severe Toxicity0.005264282
Low Tox 0.19124292 Low Con 0.161
Aug 31, 2025 1 likes Why Canadians Are Turning Against …

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.