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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: "as a Canadian i can …" 3,707 comments · Page 11 of 149
We need the immigrants who ARE assimilating to speak out with us. Canadians can’t say shit without being labeled.
We need the immigrants who ARE assimilating to speak out with us. Canadians can’t say shit without being labeled.
Identity Attack0.3819294
Insult0.4718924
Profanity0.64657205
Threat0.009566744
Severe Toxicity0.02604016
Moderate 0.6308517 Moderate Con 0.486 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Treasonous. Flooding your country with who knows what, just to be politically correct and put Canadians out of the job market. Scum. All these companies putting Canadians out of a job to bring in their …
Treasonous. Flooding your country with who knows what, just to be politically correct and put Canadians out of the job market. Scum. All these companies putting Canadians out of a job to bring in their low cost east indians should be boycotted.
Identity Attack0.46028158
Insult0.64537907
Profanity0.26631543
Threat0.032005094
Severe Toxicity0.030523606
Moderate 0.6308517 Moderate Con 0.332 Insult Economic_Argument
Sep 30, 2025 1 likes IRCC Names India in Study …
This is a travesty. More of the same: incompetence and corruption. How much debt do the Liberals think Canadians can endure? To pay for this crap? Because I’ll tell you right now - while 3 …
This is a travesty. More of the same: incompetence and corruption. How much debt do the Liberals think Canadians can endure? To pay for this crap? Because I’ll tell you right now - while 3 of my grandparents were immigrants to Canada - I really resent today’s immigrants and grifters who claim asylum to avoid leaving. I do not give permission to pay for one more soul. I’m really starting to hate people in general because of all of this.
Identity Attack0.44690517
Insult0.57787937
Profanity0.43669638
Threat0.018364733
Severe Toxicity0.08859174
Moderate 0.6289369 Constructive 0.507 Insult Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Try Winnipeg!! Brutal! Love how they can ride motorcycles without helmets! Who pays the price for the head injuries?? THE FKN CANADIAN TAX PAYERS! Canada has gone to HELL! Time for this Canadian to move …
Try Winnipeg!! Brutal! Love how they can ride motorcycles without helmets! Who pays the price for the head injuries?? THE FKN CANADIAN TAX PAYERS! Canada has gone to HELL! Time for this Canadian to move to India, cant be any left over there!!
Identity Attack0.54151535
Insult0.5130944
Profanity0.4840093
Threat0.057856824
Severe Toxicity0.2281948
Moderate 0.6289369 Moderate Con 0.328 Identity Attack Insult Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
They are so fake, they get subsidized to go school. They are such liars. They don't give a shit about Canadians. They're all about taking over Canada. They don't need to go to war to …
They are so fake, they get subsidized to go school. They are such liars. They don't give a shit about Canadians. They're all about taking over Canada. They don't need to go to war to take over our country they just assimilate and take it over. Why don't you go look at the Companies they work at and see if they have any Canadian working there.
Identity Attack0.33675182
Insult0.62169385
Profanity0.43669638
Threat0.021300001
Severe Toxicity0.067522444
Moderate 0.6289369 Moderate Con 0.388 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is …
As a aborigonal canadian i mostly say welcome, im in calgary in a place called teradale where i only see a few white people a week . Its all imigrants but mostly indian. their is a thing where bringing too many people is negative like our housing crisis and it just imbalances everything when you rush too many pepple in at once. However seeing WHITE people and their reasons piss me off.its like shut the fuck up you immigrant. Your people did the exact same but wayyyyyyyy worse. So yeah welcome. Just their has to be some form of cap. Also i honestly think any government rolls should not be immigrants.just my opinion
Identity Attack0.5689151
Insult0.5497792
Profanity0.5865656
Threat0.061089642
Severe Toxicity0.35022295
Moderate 0.62702215 Constructive 0.74 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We need to get rid of the Muslims now before it's too late. I am a proud Canadian with Caribbean parents but this influx of Indians and Muslims who dont respect our ways, needs to …
We need to get rid of the Muslims now before it's too late. I am a proud Canadian with Caribbean parents but this influx of Indians and Muslims who dont respect our ways, needs to stop now!! Before we lose our country.
Identity Attack0.6990888
Insult0.37733194
Profanity0.14049543
Threat0.49142194
Severe Toxicity0.23225488
Moderate 0.62702215 Constructive 0.551 Identity Attack Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES …
PAST FED UP. LOAD THE PLANES AND CLEAN THIS SHIT SHOW UP.. ANY AND ALL POLITICIANS WHO PROMOTED OR WENT ALONG WITH THIS ACT OF TREASON ON CANADIAN CITIZENS SHOULD BE LOADED ON THE PLANES RIGHT BESIDE THEIR MESS. THIS IS CANADA MF’ers. Our bedsheets stay on our beds. Not our heads.
Identity Attack0.2803029
Insult0.5678696
Profanity0.50818664
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.62702215 Low Con 0.282 Insult Fear_Threat
Sep 10, 2025 Why Canadians Are Turning Against …
Liberal cabinet is mostly made up of former trudeau DEI woke incompetents hired because of their skin colour or race and the more they lack abilities..the more chance they get hired ..it's not like they …
Liberal cabinet is mostly made up of former trudeau DEI woke incompetents hired because of their skin colour or race and the more they lack abilities..the more chance they get hired ..it's not like they do anything..that's the consultants job that the liberals waste billions on .. Canadians are being robbed blind by these buffoons 🇨🇦
Identity Attack0.31307843
Insult0.6677319
Profanity0.10116278
Threat0.009281937
Severe Toxicity0.022193791
Moderate 0.62702215 Low Con 0.234 Insult Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I was told in the past that “ Canadian are well educated” but the guy with the bike is unfortunate. He said it himself “ Only poor white trash like us left over”
I was told in the past that “ Canadian are well educated” but the guy with the bike is unfortunate. He said it himself “ Only poor white trash like us left over”
Identity Attack0.60238177
Insult0.6051471
Profanity0.2453505
Threat0.009023022
Severe Toxicity0.032316983
Moderate 0.62702215 Moderate Con 0.497 Identity Attack Insult Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how …
It’s known all around the world 🌎 They’ve figured out the loopholes and send all the money to there families abroad. It’s made easy for all of them.. while pissing in our ears about how united inclusive blabla we Canadians are and sucking us dry🤨
Identity Attack0.31015682
Insult0.5072643
Profanity0.46460027
Threat0.012130005
Severe Toxicity0.16960317
Moderate 0.62702215 Moderate Con 0.363 Insult
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
White Canadians aren’t ‘native’—they’re settlers. Canada was built on colonization. India had civilization when Europe was knee-deep in filth. Racism doesn’t make you superior, it just makes you loud and ignorant.
White Canadians aren’t ‘native’—they’re settlers. Canada was built on colonization. India had civilization when Europe was knee-deep in filth. Racism doesn’t make you superior, it just makes you loud and ignorant.
Identity Attack0.47178617
Insult0.64537907
Profanity0.16869035
Threat0.00823333
Severe Toxicity0.023076924
Moderate 0.62702215 Low Con 0.294 Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
WE CANADIANS NEED TO PROTECT OUR CHILDREN AND GRANDCHILDREN FROM SHARIA LAW. DO AS TEXAS HAS AND SAY NO TO THAT GARBAGE
WE CANADIANS NEED TO PROTECT OUR CHILDREN AND GRANDCHILDREN FROM SHARIA LAW. DO AS TEXAS HAS AND SAY NO TO THAT GARBAGE
Identity Attack0.3817989
Insult0.6308392
Profanity0.26600444
Threat0.011068452
Severe Toxicity0.023082556
Moderate 0.62702215 Low Con 0.283 Insult
Aug 31, 2025 84 likes Why Canadians Are Turning Against …
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they …
Get these immigrants out, job shortage for Canadians because the government gave our jobs to immigrants, opened free drug distribution to destroy Canadians, hatred comes to mind when the very word liberal comes up, they should all be in jail, murdering our people and the list goes on the liberal government did this. CLOSE THE BOARDERS NOW.
Identity Attack0.26231495
Insult0.050792135
Profanity0.0003129904
Threat0.12714085
Severe Toxicity0.000067826564
Moderate 0.6261535 Fear_Threat
Apr 19, 2025
I have no sympathy for any Canadian that crosses the border at this point. Just as brainless as the Yankee doodles.
I have no sympathy for any Canadian that crosses the border at this point. Just as brainless as the Yankee doodles.
Identity Attack0.08970363
Insult0.5150182
Profanity0.00050681824
Threat0.00079605915
Severe Toxicity0.000015781674
Moderate 0.6255485 Insult Identity_Assertion
Dec 10, 2025
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's …
As a Canadian-born Indian myself, I truly hate how Canada has become. i cant even go to school without Indian international students being so loud and obnoxious. these indians make us look so bad, it's terrible. They don't even bother to learn proper manners; it's disgusting.
Identity Attack0.6106996
Insult0.5739874
Profanity0.24147889
Threat0.017674083
Severe Toxicity0.06011435
Moderate 0.62136006 Constructive 0.523 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
All white black yellow brown CANADIANS NEED TO STAND UP AND PROTECT THE CANADIAN WAY DONT ALLOW THESE DISGUSTING POLITICIANS AND IMMIGRANTS CHANGE CANADIAN WAY
Identity Attack0.58354634
Insult0.56997263
Profanity0.17803068
Threat0.010680079
Severe Toxicity0.05832097
Moderate 0.62136006 Moderate Con 0.325 Identity Attack Insult Identity_Assertion
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Disgraceful and a slap in tge face to true Canadians
Disgraceful and a slap in tge face to true Canadians
Identity Attack0.36702603
Insult0.5130944
Profanity0.19278693
Threat0.55244523
Severe Toxicity0.31334782
Moderate 0.62136006 Moderate Con 0.306 Insult Threat Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Indians are the opposite of what it means to be Canadian. They are arrogant, demanding and inconsiderate of others. They are prejudiced and discriminate against others. They are not Canadian
Indians are the opposite of what it means to be Canadian. They are arrogant, demanding and inconsiderate of others. They are prejudiced and discriminate against others. They are not Canadian
Identity Attack0.6227552
Insult0.56997263
Profanity0.14490221
Threat0.010731863
Severe Toxicity0.16960317
Moderate 0.62136006 Moderate Con 0.423 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Our government is housing them, educating them, our own people can’t get jobs , the idiot that agreed to have mass immigration didn’t factor in housing it is out of control rent has tripled. Our …
Our government is housing them, educating them, our own people can’t get jobs , the idiot that agreed to have mass immigration didn’t factor in housing it is out of control rent has tripled. Our country isn’t Canadian anymore
Identity Attack0.17070955
Insult0.6675394
Profanity0.25367188
Threat0.0091524795
Severe Toxicity0.023076924
Moderate 0.62136006 Moderate Con 0.419 Insult
Oct 8, 2025 Why Canadians Are Turning Against …
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy …
As a Canadian I hope they are planning on heading south. In essence I pray that things in Canada get so bad they leave. At this point, with our government's open the flood gate policy it's the only thing that can save Canada from becoming a complete third world like shit hole.
Identity Attack0.34974504
Insult0.5130944
Profanity0.6242122
Threat0.026307223
Severe Toxicity0.0912254
Moderate 0.62136006 Moderate Con 0.418 Insult Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
As a Canadian experiencing this…it suck’s
As a Canadian experiencing this…it suck’s
Identity Attack0.18002926
Insult0.4534306
Profanity0.5188411
Threat0.007534259
Severe Toxicity0.02439716
Moderate 0.62136006 Moderate Con 0.441 Personal_Narrative
Feb 8, 2026 Inside Canada's Indian Invasion...
Just yet another example of how foolish Canadians were in 2015 when they replaced a competent Harper government with a very incompetent Trudeau/Carney government!
Just yet another example of how foolish Canadians were in 2015 when they replaced a competent Harper government with a very incompetent Trudeau/Carney government!
Identity Attack0.46028158
Insult0.6500014
Profanity0.089370176
Threat0.007197669
Severe Toxicity0.023076924
Moderate 0.61223894 Low Con 0.279 Insult Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Say Same thing with Europe 🇪🇺 Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad …
Say Same thing with Europe 🇪🇺 Now, how disgusting and disgusting it is that when you have to show drugs and dick, you mention the country's flag, but when you have to show a bad image of Americans, you don't even mention the American flag. These are those Indians who are Canadian citizens and have been in Canada for more than 50 years, you will say the same thing for European White Christians who immigrate.
Identity Attack0.5135796
Insult0.54471385
Profanity0.44249827
Threat0.028206514
Severe Toxicity0.16960317
Moderate 0.61223894 Moderate Con 0.391 Identity Attack Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
These women are lying. They are not protecting Canadians, they are protecting immigrants. Disgusting. Keep up the good work Miss Rempel. Canadian hero.
These women are lying. They are not protecting Canadians, they are protecting immigrants. Disgusting. Keep up the good work Miss Rempel. Canadian hero.
Identity Attack0.50588524
Insult0.6308392
Profanity0.09868695
Threat0.0091524795
Severe Toxicity0.023364257
Moderate 0.61223894 Moderate Con 0.314 Identity Attack Insult
Sep 29, 2025 2 likes IRCC Names India in Study …

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.