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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

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Active: "I am a muslim and …" 526 comments · Page 5 of 22
The khalistani Sikhs (not the good Sikhs like we have in India) are going to face a similar fate like the muslims in hell
The khalistani Sikhs (not the good Sikhs like we have in India) are going to face a similar fate like the muslims in hell
Identity Attack0.6320481
Insult0.4596616
Profanity0.38483799
Threat0.3485223
Severe Toxicity0.34942797
Moderate 0.6020386 Low Con 0.239 Identity Attack Fear_Threat
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Please interview in the muslim areas if you have b****. 😆
Please interview in the muslim areas if you have b****. 😆
Identity Attack0.5075293
Insult0.4534306
Profanity0.5365423
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.6020386 Low Con 0.192 Identity Attack Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that. I’d rather Indians than dirty Muslims from pakiland though
Tim Hortons is fairly new in the Uk. They seem to only employ Indians …… white folks wouldn’t get away with that. I’d rather Indians than dirty Muslims from pakiland though
Identity Attack0.6458014
Insult0.54471385
Profanity0.32479182
Threat0.013631714
Severe Toxicity0.16960317
Moderate 0.6020386 Constructive 0.517 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
in my city in the USA, i cant even open the windows in my house to get some fresh air cause the entire street smells SO bad from the food they cook. that odor sticks …
in my city in the USA, i cant even open the windows in my house to get some fresh air cause the entire street smells SO bad from the food they cook. that odor sticks to EVERYTHING. im in a house not an apartment! i literally have to do a smell check before i open the windows in my own freaking house because of these people. i live around bengalis but they are literally the same thing just bengalis are muslims. the odor is unbearable in my neighborhood man smh.
Identity Attack0.57150364
Insult0.47787863
Profanity0.5188411
Threat0.022163315
Severe Toxicity0.2322463
Moderate 0.60152835 Constructive 0.557 Identity Attack Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
QUIT importing muslims and QUIT importing INDIANS NOW! - Signed angry Canadian.
QUIT importing muslims and QUIT importing INDIANS NOW! - Signed angry Canadian.
Identity Attack0.6649212
Insult0.40243408
Profanity0.094542764
Threat0.021645326
Severe Toxicity0.16496792
Moderate 0.60152835 Low Con 0.184 Identity Attack Identity_Assertion
Jan 21, 2026 2 likes Why Canada’s immigration system has …
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Video is titled wrong. Canada is tired of Muslim immigrants. They are intolerant n imperialist
Identity Attack0.6458014
Insult0.5015486
Profanity0.0838743
Threat0.009411395
Severe Toxicity0.031420294
Moderate 0.5972042 Moderate Con 0.318 Identity Attack Insult Identity_Assertion
Dec 25, 2025 Why Canadians Are Turning Against …
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Only because of Hindus all Indians considered poop eating people.😢. Sad. There Sikhs, Christian, Muslims and many more religion's people who don't eat poop.
Identity Attack0.5485698
Insult0.46173862
Profanity0.41503602
Threat0.02492592
Severe Toxicity0.16960317
Moderate 0.5921536 Constructive 0.594 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
@pwilla Calling English Urdu 😂😂 literally pjeeet restarded yo modrs was graped by a muslim male for sure😂😂
@pwilla Calling English Urdu 😂😂 literally pjeeet restarded yo modrs was graped by a muslim male for sure😂😂
Identity Attack0.5680164
Insult0.62169385
Profanity0.5013569
Threat0.41368496
Severe Toxicity0.61260825
Moderate 0.5921536 Low Con 0.212 Identity Attack Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Dont have balls to cover muslim grooming gangs....in uk or child abuse in Afghanistan.... you are pro islamic...... u are covering a story about legal immigration... i know its over immigration... but lets be honest …
Dont have balls to cover muslim grooming gangs....in uk or child abuse in Afghanistan.... you are pro islamic...... u are covering a story about legal immigration... i know its over immigration... but lets be honest its trudeau who messed it up
Identity Attack0.57150364
Insult0.4962726
Profanity0.33954415
Threat0.05171447
Severe Toxicity0.09649272
Moderate 0.5885171 Low Con 0.279 Identity Attack Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by …
What the bike guy is actually ssying is pure hate like ehat the f did the Muslim did or the afticans the question was about india and why he treats Islam as a race by saying the muslims? It's wierd that everyone in the comments is okay with what he said ( racism)
Identity Attack0.50515443
Insult0.47357693
Profanity0.5013569
Threat0.027170537
Severe Toxicity0.22207877
Moderate 0.5885171 Moderate Con 0.468 Identity Attack Moral_Argument
Feb 21, 2026 Inside Canada's Indian Invasion...
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of …
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of my country, your disgusting religion and culture is not welcome here. You will not be tolerated by the people. The government may welcome you, the people will not. You'll have to cull the white population in Canada to silence this movement against Muslim immigrants. Worthless people with no humanity, not even for each other, they only care about their religion and nothing else. Calling them human I think at this point is a stretch. My cat has more emotional maturity and regulation then Muslims. Absolutely vile "people".
Identity Attack0.58743036
Insult0.5678696
Profanity0.19524631
Threat0.10389658
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.431 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Just get the muslims out and 99% of the problems will be solved!!
Just get the muslims out and 99% of the problems will be solved!!
Identity Attack0.6649212
Insult0.3388922
Profanity0.21997347
Threat0.2836219
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.188 Identity Attack Fear_Threat
Feb 14, 2026 Canada's tighter immigration policy divides …
No more turbans and Muslims.
No more turbans and Muslims.
Identity Attack0.6682205
Insult0.37279442
Profanity0.18233459
Threat0.09929679
Severe Toxicity0.16960317
Moderate 0.5885171 Low Con 0.205 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Rape is not allowed in Nigerian culture and it is in Africa it is the Muslims emwho Rape and are affecting Nigeria here
Rape is not allowed in Nigerian culture and it is in Africa it is the Muslims emwho Rape and are affecting Nigeria here
Identity Attack0.5983441
Insult0.40243408
Profanity0.33453682
Threat0.2836219
Severe Toxicity0.34935045
Moderate 0.5885171 Moderate Con 0.443 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Go get them at Tim Hortons, burger king, mcdonalds, subway and every restaurant in canada!!!!! These restaurants won't hire white Canadians but employ illegal indians and muslims, we want them deported now!!!!!
Go get them at Tim Hortons, burger king, mcdonalds, subway and every restaurant in canada!!!!! These restaurants won't hire white Canadians but employ illegal indians and muslims, we want them deported now!!!!!
Identity Attack0.6637263
Insult0.40975618
Profanity0.08678388
Threat0.10696311
Severe Toxicity0.05473421
Moderate 0.5885171 Moderate Con 0.341 Identity Attack
Oct 21, 2025 1 likes IRCC Names India in Study …
Most of the comment are racist but let's take those white supremacist to muslim ghettos
Most of the comment are racist but let's take those white supremacist to muslim ghettos
Identity Attack0.6106996
Insult0.45135358
Profanity0.26735115
Threat0.05753354
Severe Toxicity0.09385906
Moderate 0.5885171 Low Con 0.204 Identity Attack Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
That Muslim man sure seemed racist!!!
That Muslim man sure seemed racist!!!
Identity Attack0.58743036
Insult0.46476576
Profanity0.19032755
Threat0.014911477
Severe Toxicity0.042180564
Moderate 0.5885171 Low Con 0.241 Identity Attack Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Muslim is a religion that prays in front of someone behind and kiss a black box and pretend to make love to it seriously not a religion all about control nothing else and they don …
Muslim is a religion that prays in front of someone behind and kiss a black box and pretend to make love to it seriously not a religion all about control nothing else and they don t want a mad canadians but they pushing us and our gouvernement did this on purpice because for them we are lab rat time to breack the cage canadians
Identity Attack0.5548181
Insult0.5130944
Profanity0.26628086
Threat0.13431145
Severe Toxicity0.16960317
Moderate 0.584095 Moderate Con 0.382 Identity Attack Insult
Aug 25, 2025 Why Canadians Are Turning Against …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT …
IF SO MANY THINGS ARE HAPPENING IN PUNJAB THEN WHY DONT YOU GO BACK AND FIX THERE INSTEAD OF DEMANDING A NATION?? EVERY STATE HAS A SELECTED RULING PARTY AND THESE DUMBASS PEOPLE SELCTED THEIT OWN CORRUPTED MLA'S PEOPLE AND CORRUPTED RULING PARTY. THESE FKRS GET FUNDING FROM TERRORISTS ORGANIZATIONS EVEN FROM PAKISTAN. THEY HAVE A LONG HISTORY FROM PAKIS WHERE THEIR LEADERS AND GURUS AND THEIR SONS GOT KILLED BECAUSE OF MUSLIM RULERS BUT THEY NEW GEN CHOSE TO SHAKE HANDS WITH PAKIS.. THIS YEAR PM CARNEY IS GOING TO DEAL WITH MODI AND ALL THIS REFERENDUM BULLSHIT YOU SEE .. YOU WONT SEE THAT ANYMORE..
Identity Attack0.5135796
Insult0.57566804
Profanity0.46460027
Threat0.43656045
Severe Toxicity0.45510182
Moderate 0.584095 Low Con 0.256 Identity Attack Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As long as they are Hindus and not Muslim... Hinduism is literally thee most peaceful religion on this planet and Islam is thee most violent
As long as they are Hindus and not Muslim... Hinduism is literally thee most peaceful religion on this planet and Islam is thee most violent
Identity Attack0.6458014
Insult0.38406035
Profanity0.2263305
Threat0.13363713
Severe Toxicity0.16960317
Moderate 0.5779532 Low Con 0.27 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn …
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn mandi dengan kencing sapi dn mereka merasa bangga dg hal itu , belum LG orng Hindu sangat rasis kepada kaum minoritas terutama muslim dn kristen.
Identity Attack0.60238177
Insult0.5678696
Profanity0.33453682
Threat0.1338057
Severe Toxicity0.46947223
Moderate 0.5779532 Moderate Con 0.341 Identity Attack Insult Unverified_Claim
Feb 13, 2026 Inside Canada's Indian Invasion...
@1:47 Never....there will be a culture clash and I promise you the Muslims will not be on the winning end....They pray to Satan
@1:47 Never....there will be a culture clash and I promise you the Muslims will not be on the winning end....They pray to Satan
Identity Attack0.6007182
Insult0.40975618
Profanity0.29209393
Threat0.1284288
Severe Toxicity0.16960317
Moderate 0.57271194 Low Con 0.239 Identity Attack
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Just a few days more and you'll see how these pests are going to ban Christians and Muslims from entering Brampton.
Just a few days more and you'll see how these pests are going to ban Christians and Muslims from entering Brampton.
Identity Attack0.6320481
Insult0.47273466
Profanity0.2298641
Threat0.13650303
Severe Toxicity0.16496792
Moderate 0.57271194 Low Con 0.256 Identity Attack Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
The Muslim communities do not integrate. That's very UNCanadian! Get rid of them. We don't need to be harassed or humiliated. New Indians feel they can poop anywhere, even on the beach and then they …
The Muslim communities do not integrate. That's very UNCanadian! Get rid of them. We don't need to be harassed or humiliated. New Indians feel they can poop anywhere, even on the beach and then they cover it up with sand. Makes me want to take my dog for a walk on the beach. Not. They should be forced to learn to speak English and follow the rules.
Identity Attack0.6220118
Insult0.48569724
Profanity0.26098207
Threat0.34804323
Severe Toxicity0.2322463
Moderate 0.57271194 Constructive 0.51 Identity Attack
Sep 10, 2025 Why Canadians Are Turning Against …
What did Muslims do here ? And why is a re*** Turd talking about Africans IQ ? 😂😂 the level of hatred! We(Africans and Muslims ) also come into the conversation even if it is …
What did Muslims do here ? And why is a re*** Turd talking about Africans IQ ? 😂😂 the level of hatred! We(Africans and Muslims ) also come into the conversation even if it is not about us.
Identity Attack0.55044734
Insult0.48313886
Profanity0.4401715
Threat0.029587816
Severe Toxicity0.19149859
Moderate 0.57271194 Moderate Con 0.311 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...

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.