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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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30,738 comments · Page 240 of 1230
But what can they do they arrest the bad guy he is just back on the street committing crimes again. Or a judge rules by feeling and the criminal gets a slap on the wrist.
But what can they do they arrest the bad guy he is just back on the street committing crimes again. Or a judge rules by feeling and the criminal gets a slap on the wrist.
Identity Attack0.018068384
Insult0.19734058
Profanity0.08225787
Threat0.54744303
Severe Toxicity0.023458159
Moderate 0.4475325 Moderate Con 0.344 Threat Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Nobody’s talking about the Arab invasion in Montréal. 60%+ of them have no respect, don’t work and cause crime. Yet they make up most of the population in the greater area
Nobody’s talking about the Arab invasion in Montréal. 60%+ of them have no respect, don’t work and cause crime. Yet they make up most of the population in the greater area
Identity Attack0.5504064
Insult0.38406035
Profanity0.0684662
Threat0.013269233
Severe Toxicity0.023411209
Moderate 0.4475325 Moderate Con 0.368 Identity Attack
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer …
Nope theyre just living there and building the canadian economy. To all those far righters saying ohh we built canada from nothing . They forget the massacre of the Native American. The white invade. Purer racism
Identity Attack0.5135796
Insult0.3406697
Profanity0.06195303
Threat0.029587816
Severe Toxicity0.023076924
Moderate 0.4475325 Moderate Con 0.409 Identity Attack Moral_Argument
Feb 11, 2026 5 likes Inside Canada's Indian Invasion...
A good video topic for you would be to look into the Canadian trucking industry, the recent big accidents, and the fraudulent licence procurement facilities that have been closed down in the last 10 years. …
A good video topic for you would be to look into the Canadian trucking industry, the recent big accidents, and the fraudulent licence procurement facilities that have been closed down in the last 10 years. It isn't racist to point out shitty things that are happening within our country.
Identity Attack0.10221587
Insult0.37506318
Profanity0.46460027
Threat0.008841781
Severe Toxicity0.022839356
Moderate 0.4475325 Constructive 0.6
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in …
We can no longer fix this issue because the majority or our country is IMMIGRANTS! They literally can out vote real Canadians. We have lost our country. The west doesn’t even get a say in federal politics…immigration is a multi billion dollar industry. There is nothing left in this country for our children and I am truly scared to grow old here with millions of immigrants who hate us and our country, running everything and filling our medical system. Whites are blames for being racist yet anyone with common sense can see whites are the LEAST racist of all. We are doomed, and quite honestly this country isn’t worrh fighting for…we don’t have free speech or the right to self preservation for a country that won’t stfu about ‘human rights’
Identity Attack0.5135796
Insult0.39743927
Profanity0.089370176
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.4475325 Constructive 0.502 Identity Attack Fear_Threat
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
The guy was a bike morally bankrupt and racist guy and openly anti Eritrean. What does he knows about Eritrea? Nothing.
The guy was a bike morally bankrupt and racist guy and openly anti Eritrean. What does he knows about Eritrea? Nothing.
Identity Attack0.36733335
Insult0.47384647
Profanity0.0569429
Threat0.008556974
Severe Toxicity0.017029278
Moderate 0.4475325 Low Con 0.197 Moral_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of …
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of epic proportions of immigration! Those People Don't Give a Sh1t About Our Beautiful Nature ,which is what Canada holds Dearly! Fm
Identity Attack0.41052565
Insult0.37279442
Profanity0.4044591
Threat0.011456826
Severe Toxicity0.023458159
Moderate 0.4475325 Constructive 0.628 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This explains so much! I work at an airport and air Canada always has a crazy amount of Indians flying in and out.
This explains so much! I work at an airport and air Canada always has a crazy amount of Indians flying in and out.
Identity Attack0.49584505
Insult0.43158367
Profanity0.10301965
Threat0.0086087575
Severe Toxicity0.020127986
Moderate 0.4475325 Constructive 0.557
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm sick and tired of these bleeding heart Liberals crying that laws ARE being followed. Good grief, when will Canadians waken up and get these ruinous Liberals out of office.
I'm sick and tired of these bleeding heart Liberals crying that laws ARE being followed. Good grief, when will Canadians waken up and get these ruinous Liberals out of office.
Identity Attack0.28034934
Insult0.48675314
Profanity0.056441884
Threat0.021990653
Severe Toxicity0.015479924
Moderate 0.4475325 Moderate Con 0.407
Dec 26, 2025 1 likes Deportations From Canada at Their …
Video summary is this. India and corrupt scammy practices
Video summary is this. India and corrupt scammy practices
Identity Attack0.44690517
Insult0.44464502
Profanity0.2637234
Threat0.04167421
Severe Toxicity0.02439716
Moderate 0.4475325 Low Con 0.13
Jun 19, 2025 3 likes How Canada broke its immigration …
I’m from the USA & I know someone that works for a world 🌎 know company that made their employees train these people to do their jobs that they could’ve taken USA college grads to …
I’m from the USA & I know someone that works for a world 🌎 know company that made their employees train these people to do their jobs that they could’ve taken USA college grads to do but the company trained them because they pay them less money 🤬disgusting 🤬
Identity Attack0.03919895
Insult0.47020787
Profanity0.14666493
Threat0.00780612
Severe Toxicity0.012574885
Moderate 0.4475325 Constructive 0.505 Economic_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...
I feel like this "News" channel is just a mouthpiece for anti-immigrant, xenophobic, and sometimes downright racism but packaged to seem professional. The "reporter" lets racists spew complete lies that are easily debunked without challenging …
I feel like this "News" channel is just a mouthpiece for anti-immigrant, xenophobic, and sometimes downright racism but packaged to seem professional. The "reporter" lets racists spew complete lies that are easily debunked without challenging them.
Identity Attack0.38246045
Insult0.46476576
Profanity0.04892669
Threat0.008867673
Severe Toxicity0.01735206
Moderate 0.4475325 Moderate Con 0.365 Meta_Commentary
Feb 4, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Next do Russian indian invasion
Next do Russian indian invasion
Identity Attack0.50588524
Insult0.21602537
Profanity0.17473823
Threat0.2330281
Severe Toxicity0.15443328
Moderate 0.4475325 Low Con 0.227 Identity Attack Humor_Satire
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
Bro is more asian than white Is white supermacist leader got any white.???
Bro is more asian than white Is white supermacist leader got any white.???
Identity Attack0.5135796
Insult0.27146968
Profanity0.16171204
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.173 Identity Attack Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
Liberals want to destry christian canada, thru pagan invaders
Liberals want to destry christian canada, thru pagan invaders
Identity Attack0.50125694
Insult0.3388922
Profanity0.13256322
Threat0.1401159
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.135 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Now is the time for Canadians to pressure provincial governments to pull their heads out of their asses and follow Quebec’s lead on these issues and separating religion from reality.
Now is the time for Canadians to pressure provincial governments to pull their heads out of their asses and follow Quebec’s lead on these issues and separating religion from reality.
Identity Attack0.23542951
Insult0.36365277
Profanity0.38343847
Threat0.021127338
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.198 Call_To_Action
Nov 22, 2025 6 likes Quebec Ends Economic Immigration Program …
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Vous les avez perdu grouiller votre criss de cul pour les retrouver et les expulser avant que le peuple le fasse par lui même d'une manière que vous n'aimerez pas un moment donné faut agir
Identity Attack0.036105253
Insult0.48675314
Profanity0.58072567
Threat0.04718852
Severe Toxicity0.16960317
Moderate 0.4475325 Low Con 0.195 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
The absolute treasonous vipers who have slithered their way into the hallsss of power🐍🐍🐍
The absolute treasonous vipers who have slithered their way into the hallsss of power🐍🐍🐍
Identity Attack0.06385879
Insult0.47273466
Profanity0.2258264
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.4475325 Low Con 0.166
Nov 20, 2025 40 likes Thousands of refugees allowed into …
Criminal immigrant frauds ruined our systems
Criminal immigrant frauds ruined our systems
Identity Attack0.49032792
Insult0.36798462
Profanity0.19032755
Threat0.028897164
Severe Toxicity0.023317307
Moderate 0.4475325 Low Con 0.228 Unverified_Claim
Oct 9, 2025 How Canada broke its immigration …
European countries, Mexico are my new destinations now. The USA is just the worst. Don't waste your precious time there.
European countries, Mexico are my new destinations now. The USA is just the worst. Don't waste your precious time there.
Identity Attack0.4247486
Insult0.13323317
Profanity0.00067386776
Threat0.0027807648
Severe Toxicity0.00002718333
Moderate 0.44666472
Dec 10, 2025
The white guy was insulting Africans😢
The white guy was insulting Africans😢
Identity Attack0.49032792
Insult0.2469859
Profanity0.19155724
Threat0.048481647
Severe Toxicity0.023076924
Moderate 0.44573322 Moderate Con 0.316 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Crazy how a white person says " feeling like a stranger in the own country " 🤦🏻‍♀️🤔🤯🤢🙄
Crazy how a white person says " feeling like a stranger in the own country " 🤦🏻‍♀️🤔🤯🤢🙄
Identity Attack0.4907465
Insult0.3388922
Profanity0.18663849
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.44573322 Moderate Con 0.334 Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Whaoh colonizers of North America talking about assimilation. Like yeah when white devils came to america they assimilated with the natives right
Identity Attack0.50125694
Insult0.37392882
Profanity0.26624632
Threat0.021990653
Severe Toxicity0.02416241
Moderate 0.44573322 Low Con 0.275 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Parasites
Parasites
Identity Attack0.06249457
Insult0.5130944
Profanity0.28593817
Threat0.008129764
Severe Toxicity0.023076924
Moderate 0.44573322 Moderate Con 0.424 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
You know there is a huge difference between the Indian shelter or their church and the shelter for homeless people. They seem to be good working families compared to the drug white addicts. You can …
You know there is a huge difference between the Indian shelter or their church and the shelter for homeless people. They seem to be good working families compared to the drug white addicts. You can blame immigrants all you want, but see your own people lost in drugs and not do anything
Identity Attack0.5124616
Insult0.40243408
Profanity0.15985115
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.574 Identity Attack
Oct 3, 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.