Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 475 of 1230
IRCC-Immigration must employ an original white Canadian born and not immigrants to eliminate Mafia-Fraud in the system. These children of immigrants like Aizha are part of the Mafia who are favouring and selective thata why …
IRCC-Immigration must employ an original white Canadian born and not immigrants to eliminate Mafia-Fraud in the system. These children of immigrants like Aizha are part of the Mafia who are favouring and selective thata why Canada are flooded with illegal and fraud. They are connected with businessmen-politicians in House of Commons who are favouring their original country of nationalities. Immigration-IRCC must regulate the number of entries per nationality to Canada so that it will not be dominated by particular color and religion of nationalities whi wanted to change Canada's government, religion, culture and impose that they wanted to be according to their comfort. The first nation and white Canadian for fought and died with their own blood for many years to built a beautiful qnd peace country of Canada are noe neglected and these Mafia Immigrants are gradually dominating to govern the country by crimes abs illegal acts
Identity Attack0.31307843
Insult0.18355975
Profanity0.025634222
Threat0.011042561
Severe Toxicity0.01083374
Moderate 0.30319387 Moderate Con 0.451 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Whatever I would never want to visit canada ever
Whatever I would never want to visit canada ever
Identity Attack0.34000012
Insult0.06372428
Profanity0.026044132
Threat0.015602129
Severe Toxicity0.011749268
Moderate 0.30319387 Moderate Con 0.306 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
All these people were just justifying their presence here, because they leveled false allegations of genocide against Canadians. I have less than no sympathy for immigrants after that.
All these people were just justifying their presence here, because they leveled false allegations of genocide against Canadians. I have less than no sympathy for immigrants after that.
Identity Attack0.36702603
Insult0.110259406
Profanity0.01846078
Threat0.012596053
Severe Toxicity0.008430481
Moderate 0.30319387 Moderate Con 0.399
Nov 22, 2025 14 likes Quebec Ends Economic Immigration Program …
That dude with the bike is correct about Africa intelligence holy moly
That dude with the bike is correct about Africa intelligence holy moly
Identity Attack0.27991617
Insult0.16839184
Profanity0.09868695
Threat0.010265815
Severe Toxicity0.014576134
Moderate 0.30319387 Low Con 0.231 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Too many east indians here!!!
Too many east indians here!!!
Identity Attack0.3780483
Insult0.08212569
Profanity0.066963166
Threat0.010058682
Severe Toxicity0.013736901
Moderate 0.30319387 Low Con 0.227
Jan 20, 2026 Why Canada’s immigration system has …
You HAVE to visit New Jersey. Have a friend who lives there and it’s more Indians then white or any other ethnicity there
You HAVE to visit New Jersey. Have a friend who lives there and it’s more Indians then white or any other ethnicity there
Identity Attack0.37292135
Insult0.076185785
Profanity0.06546012
Threat0.008634649
Severe Toxicity0.011291504
Moderate 0.30319387 Constructive 0.547 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family businesses we all know it go to your corner store you see it people that can't speak English convenience stores people are driving for Uber can't speak English people working at Tim Hortons can't speak English and it's really funny that even when I go to Tim Hortons they play Indian music they talk behind the counter in Indian why this is not rocket science we know what's going on we know it started with the liberal government this is all just a scam by Jeemeet Trudeau he even dressed up as an Indian what does that tell you he makes special trips to India what does that tell you and our borders are opened up to anybody from India to come in as a temporary foreign worker yeah just think about it Canada and don't forget elbows up elbows up 💪
Identity Attack0.13163337
Insult0.24928534
Profanity0.058445938
Threat0.008414571
Severe Toxicity0.010604858
Moderate 0.30319387 Constructive 0.578 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not …
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not follow the lawBut for being in Canada, that’s the government’s fault. The government kind of screwed everybody here, the immigrants, and the citizens of this country.. by bringing so many people into Canada these guys are also struggling. I almost think I wonder if there was some kind of like an underpayment that government officials got from these universities because a lot of of the people that come to the country as students they have to take some kind of a course and pay twice or three times as much as Canadian do.
Identity Attack0.22458547
Insult0.24835461
Profanity0.2258264
Threat0.011638066
Severe Toxicity0.013091337
Moderate 0.30319387 Constructive 0.683 Moral_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
destroying another country, they ain't happy enough destroying their own country
destroying another country, they ain't happy enough destroying their own country
Identity Attack0.16587129
Insult0.058475737
Profanity0.052934792
Threat0.13815513
Severe Toxicity0.012703998
Moderate 0.30319387 Low Con 0.174 Fear_Threat
Feb 15, 2026 Inside Canada's Indian Invasion...
NOBODY IS ILLEGAL ON THE STOLEN LAND😚😚
NOBODY IS ILLEGAL ON THE STOLEN LAND😚😚
Identity Attack0.1444726
Insult0.08434689
Profanity0.055940874
Threat0.011793415
Severe Toxicity0.015350811
Moderate 0.30319387 Low Con 0.2 Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Like all these other places that influx all these immigrants follow the money
Like all these other places that influx all these immigrants follow the money
Identity Attack0.31307843
Insult0.123407245
Profanity0.028776871
Threat0.007598988
Severe Toxicity0.00793457
Moderate 0.30319387 Low Con 0.189 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as …
The ignorance of allowed people from certain demographics has only fustrated most Canadians. Because they have no interest or intentions of assimilating to Western culture . If anything, they will cause the same grief as European nations are suffering from their demographic trying to colonize and bringing their own conflicting beliefs and behavior.
Identity Attack0.1294935
Insult0.26957804
Profanity0.017162729
Threat0.006602164
Severe Toxicity0.004234314
Moderate 0.30319387 Moderate Con 0.371 Identity_Assertion
Jun 20, 2025 How Canada broke its immigration …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons …
Lol Brampton come over a bit to Belleville! There 4 to 1 here the town's locals are pushed out of work there homes its wacked. The town over the bay Picton has a Tim Hortons under investigation for firing locals and only hiring east Indians. Hey I'm down for helping people in need like refugees but wene the government is putting everything and everyone before Canadians there a big F-ing problem
Identity Attack0.17925262
Insult0.17734702
Profanity0.25824076
Threat0.01052473
Severe Toxicity0.013736901
Moderate 0.30319387 Constructive 0.691 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
79,000 our immigration is such a joke
79,000 our immigration is such a joke
Identity Attack0.22631748
Insult0.13245803
Profanity0.045419596
Threat0.0089712385
Severe Toxicity0.008430481
Moderate 0.30319387 Low Con 0.247
Sep 28, 2025 11 likes IRCC Names India in Study …
I know a black and Indian couple. They met at a 7-11 robbery.
I know a black and Indian couple. They met at a 7-11 robbery.
Identity Attack0.33675182
Insult0.113185234
Profanity0.12158839
Threat0.050744623
Severe Toxicity0.014253352
Moderate 0.30136615 Constructive 0.561 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Eveb the Pakistani and the Indian lady in green who were both born in Canada do not have a Canadian accent...A sure sign of not integrating and just staying in their own bubble!!
Eveb the Pakistani and the Indian lady in green who were both born in Canada do not have a Canadian accent...A sure sign of not integrating and just staying in their own bubble!!
Identity Attack0.32768643
Insult0.16773392
Profanity0.016616182
Threat0.0069646453
Severe Toxicity0.008239746
Moderate 0.30136615 Moderate Con 0.456
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian's are also invading Australia, the government has been doing mass immigration over the last 3 or 4 years
Indian's are also invading Australia, the government has been doing mass immigration over the last 3 or 4 years
Identity Attack0.37012735
Insult0.0820023
Profanity0.078378424
Threat0.013579931
Severe Toxicity0.01412424
Moderate 0.30136615 Low Con 0.29 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Pretty sick to see this kind of thing going on in our country
Pretty sick to see this kind of thing going on in our country
Identity Attack0.052944973
Insult0.21836096
Profanity0.059948977
Threat0.008375733
Severe Toxicity0.0060272217
Moderate 0.30136615 Moderate Con 0.313 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
that ad is definitely a scam
that ad is definitely a scam
Identity Attack0.006437627
Insult0.21368977
Profanity0.11292298
Threat0.0075083673
Severe Toxicity0.005645752
Moderate 0.30136615 Low Con 0.273 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
In fact, the old man does not know that the so-called upper class eats cow dung and drinks cow urine. The so-called lower class does not do that.
In fact, the old man does not know that the so-called upper class eats cow dung and drinks cow urine. The so-called lower class does not do that.
Identity Attack0.10221587
Insult0.19225755
Profanity0.13608865
Threat0.009696201
Severe Toxicity0.01159668
Moderate 0.30136615 Low Con 0.219 Unverified_Claim
Feb 25, 2026 Inside Canada's Indian Invasion...
TFW are a scam by both the government and the companies who use them.
TFW are a scam by both the government and the companies who use them.
Identity Attack0.013144426
Insult0.26957804
Profanity0.059948977
Threat0.007327127
Severe Toxicity0.004558563
Moderate 0.30136615 Low Con 0.214 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
They ruined their country now they want to ruin yours. Classic.
They ruined their country now they want to ruin yours. Classic.
Identity Attack0.1232452
Insult0.08508729
Profanity0.02522431
Threat0.06561559
Severe Toxicity0.009307861
Moderate 0.30136615 Low Con 0.178 Identity_Assertion
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
One group being less violent than the other doesn't mean you should be thankful for them. If anything "well-behaved" migrants will keep the white population sleeping and allowing for their replacement without reaction.
One group being less violent than the other doesn't mean you should be thankful for them. If anything "well-behaved" migrants will keep the white population sleeping and allowing for their replacement without reaction.
Identity Attack0.36702603
Insult0.082619295
Profanity0.056441884
Threat0.03304107
Severe Toxicity0.010604858
Moderate 0.30136615 Moderate Con 0.427 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Your know the white man is not native to the American continent right ?
Your know the white man is not native to the American continent right ?
Identity Attack0.36702603
Insult0.076502606
Profanity0.050930742
Threat0.008556974
Severe Toxicity0.010223389
Moderate 0.30136615 Low Con 0.23 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
i strongly believe that the Punjab state in India will not be able to accommodate if all the Punjabis around the world return to live there in Punjab, India
i strongly believe that the Punjab state in India will not be able to accommodate if all the Punjabis around the world return to live there in Punjab, India
Identity Attack0.3817989
Insult0.0811385
Profanity0.062454045
Threat0.030623792
Severe Toxicity0.016190045
Moderate 0.30136615 Moderate Con 0.301 Comparative_Framing
Jan 28, 2026 1 likes 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.