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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: Tox: 0.5 – 1 4,704 comments · Page 79 of 189
The how is liberals and the morons known as canndians that keep voting em in. At this point canada, you get what you deserve 😂😂
The how is liberals and the morons known as canndians that keep voting em in. At this point canada, you get what you deserve 😂😂
Identity Attack0.4911651
Insult0.68668073
Profanity0.36230123
Threat0.024753258
Severe Toxicity0.13863131
Moderate 0.68408644 Low Con 0.193 Insult Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
That one white guy just did not give a damn 😂 YOU LOVE TO SEE IT
That one white guy just did not give a damn 😂 YOU LOVE TO SEE IT
Identity Attack0.5135796
Insult0.40243408
Profanity0.542788
Threat0.0475118
Severe Toxicity0.23226175
Moderate 0.68408644 Low Con 0.223 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, …
Thats fucking sad to see, I'm french, when I was a kid and used to picture Canada, I used to think about white guy speaking french with a weird quebec accent, great and spotless cities, Top 1 HDI, the good version of America. Sad to see how it turned out, same shit for Australia, glad we don't have this in france yet
Identity Attack0.46028158
Insult0.4339631
Profanity0.78491896
Threat0.011430934
Severe Toxicity0.24482845
Moderate 0.68408644 Constructive 0.624 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
India is not sending their best, India is sending their Sh!t.
India is not sending their best, India is sending their Sh!t.
Identity Attack0.49032792
Insult0.5130944
Profanity0.64460015
Threat0.02924249
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.123 Insult Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians are a scammer race. They have +10 scamming abilities
Indians are a scammer race. They have +10 scamming abilities
Identity Attack0.6778536
Insult0.56997263
Profanity0.36302176
Threat0.04132889
Severe Toxicity0.35368225
Moderate 0.6827122 Low Con 0.111 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I will tolerate any immigrants but never indian cow worshipper 😡 Never these insecure losers...
I will tolerate any immigrants but never indian cow worshipper 😡 Never these insecure losers...
Identity Attack0.60238177
Insult0.65129566
Profanity0.2847897
Threat0.030969119
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.233 Identity Attack Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
That was insane, w da f bro. Tyler was lucky, get yo a s s back to safety brother. Damn that was some crazy sshh!!tt keep safe always brother!!!!!
That was insane, w da f bro. Tyler was lucky, get yo a s s back to safety brother. Damn that was some crazy sshh!!tt keep safe always brother!!!!!
Identity Attack0.043581683
Insult0.4710501
Profanity0.65961236
Threat0.017328756
Severe Toxicity0.2322566
Moderate 0.6827122 Constructive 0.505 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
Stop sending money to other countries your a scum bag .You and your rich wef buddies get outta here. And the whole corrupt liberal party . Your 33 buck increase is a joke to Canadians …
Stop sending money to other countries your a scum bag .You and your rich wef buddies get outta here. And the whole corrupt liberal party . Your 33 buck increase is a joke to Canadians . Start spending in Canada and tax paying money . Liberators please liberate us from liberal corrupt crooks . You work for Us not yourself .
Identity Attack0.24462871
Insult0.71120167
Profanity0.24818924
Threat0.01086132
Severe Toxicity0.02604016
Moderate 0.6827122 Low Con 0.198 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
its awful. and they are also very disrespectful people. not only that, they ONLY hire within themselves while also receiving special incentives from the government. pathetic.
its awful. and they are also very disrespectful people. not only that, they ONLY hire within themselves while also receiving special incentives from the government. pathetic.
Identity Attack0.030433474
Insult0.71027446
Profanity0.19770569
Threat0.008789998
Severe Toxicity0.021806452
Moderate 0.6827122 Moderate Con 0.343 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Eating poop like they do in their country. 😂😂😂
Eating poop like they do in their country. 😂😂😂
Identity Attack0.3817989
Insult0.42567953
Profanity0.5013569
Threat0.030969119
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.14
Jan 27, 2026 Inside Canada's Indian Invasion...
Many of em are the folks who shit on beaches and cover it up with sand 🤣🤣🤣
Many of em are the folks who shit on beaches and cover it up with sand 🤣🤣🤣
Identity Attack0.039456755
Insult0.38852
Profanity0.6672561
Threat0.011974656
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.237 Humor_Satire
Dec 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This fool portrays the indigenous people of America as white, forgetting that the indigenous people are the Native Americans, whose women were raped and whose people were killed. And here is the criminal who usurped …
This fool portrays the indigenous people of America as white, forgetting that the indigenous people are the Native Americans, whose women were raped and whose people were killed. And here is the criminal who usurped the land of others, complaining about the presence of other cultures and peoples who came peacefully, unlike some of his white ancestors. This channel is blatantly racist and the channel owner is a hypocrite. Ultimately, every country and every state has its own system; don't take your anger out on the residents or distorts certain races and cultures if there's a loophole in your region's system. There are criminals and ignorance in every race, in every culture. Generalization is the language of the ignorant. I hope you learn from some polite and educated white people who spread peace instead of inciting hatred, This includes good people of other races. Peace.
Identity Attack0.46050715
Insult0.65231085
Profanity0.39670458
Threat0.19862294
Severe Toxicity0.29050803
Moderate 0.6827122 Constructive 0.569 Insult Moral_Argument
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived do you call that invasion. Racist piece of 💩 Tyler 😂😂
Identity Attack0.6007182
Insult0.6336687
Profanity0.36230123
Threat0.018882722
Severe Toxicity0.21902075
Moderate 0.6827122 Moderate Con 0.315 Identity Attack Insult Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
2:31 deliberately choosen a place which is dirty hypocrite
2:31 deliberately choosen a place which is dirty hypocrite
Identity Attack0.068465814
Insult0.5588244
Profanity0.32965264
Threat0.013269233
Severe Toxicity0.112294696
Moderate 0.6827122 Low Con 0.187 Insult Meta_Commentary
Feb 6, 2026 Inside Canada's Indian Invasion...
They are everywhere!! Racist, dishonest and dirty people. They are worse than Covid. They are even deep in the rainforest in South America 😂
They are everywhere!! Racist, dishonest and dirty people. They are worse than Covid. They are even deep in the rainforest in South America 😂
Identity Attack0.4911651
Insult0.65865606
Profanity0.25184435
Threat0.013217449
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.222 Insult
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
This 🤡 is deleting comments. What a 💩head
This 🤡 is deleting comments. What a 💩head
Identity Attack0.04151922
Insult0.6677319
Profanity0.46460027
Threat0.011715741
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.098 Insult Meta_Commentary
Aug 25, 2025 Why Canadians Are Turning Against …
Pussys
Pussys
Identity Attack0.037909906
Insult0.336253
Profanity0.66405153
Threat0.009644418
Severe Toxicity0.16960317
Moderate 0.6827122 Moderate Con 0.313
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
Identity Attack0.55044734
Insult0.4794537
Profanity0.62717754
Threat0.013217449
Severe Toxicity0.17926651
Moderate 0.6827122 Low Con 0.278 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
@8:55... they walk naked inside the home and you walk naked on the street. First you change you old hypocrite....
@8:55... they walk naked inside the home and you walk naked on the street. First you change you old hypocrite....
Identity Attack0.0233943
Insult0.71120167
Profanity0.2424468
Threat0.016465442
Severe Toxicity0.023223408
Moderate 0.6827122 Low Con 0.119 Insult Humor_Satire
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The guy giving ideas how Canada should be legally with the new immigrantes. And I see , he looks so sorry about , take your salary offer personal help and borrow money or makes a …
The guy giving ideas how Canada should be legally with the new immigrantes. And I see , he looks so sorry about , take your salary offer personal help and borrow money or makes a foundation. Don't look STUPID.!!
Identity Attack0.06522302
Insult0.71120167
Profanity0.27274927
Threat0.0097738765
Severe Toxicity0.023076924
Moderate 0.6827122 Moderate Con 0.338 Insult Policy_Critique
Nov 21, 2025 Thousands of refugees allowed into …
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
20:25 compared to cartel smuggling thats a fcuking deluxe safehouse man xD I mean its not correct neither legal but those are cotton candy smugglers telling you to go to pizza pizza :3
Identity Attack0.10221587
Insult0.40243408
Profanity0.6001929
Threat0.025616571
Severe Toxicity0.34189755
Moderate 0.6827122 Moderate Con 0.445 Humor_Satire
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
This CRAP has to stop.. can anyone not see what is happening overseas? these are not our parents and grandparents immigrants.
This CRAP has to stop.. can anyone not see what is happening overseas? these are not our parents and grandparents immigrants.
Identity Attack0.4508763
Insult0.5678696
Profanity0.5150164
Threat0.011379151
Severe Toxicity0.16960317
Moderate 0.6827122 Moderate Con 0.358 Insult
Nov 21, 2025 45 likes Thousands of refugees allowed into …
Muslims are nothing more than a big bag of wind. They also get into groups and attack one person like the cowards that they really are. Just big mouths.
Muslims are nothing more than a big bag of wind. They also get into groups and attack one person like the cowards that they really are. Just big mouths.
Identity Attack0.6106996
Insult0.6370372
Profanity0.34099978
Threat0.13815513
Severe Toxicity0.22513679
Moderate 0.6827122 Low Con 0.23 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …
The cleaner Indians living amongst the dirty whites is diabolical😂😂😂😂😂
The cleaner Indians living amongst the dirty whites is diabolical😂😂😂😂😂
Identity Attack0.6649212
Insult0.54471385
Profanity0.3778404
Threat0.04686524
Severe Toxicity0.29621798
Moderate 0.6827122 Low Con 0.255 Identity Attack Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
still better than america in 2025/2026 😂 we are so royally fucked down here.
still better than america in 2025/2026 😂 we are so royally fucked down here.
Identity Attack0.18468912
Insult0.35677677
Profanity0.7246992
Threat0.011094344
Severe Toxicity0.16960317
Moderate 0.6827122 Low Con 0.236 Comparative_Framing
Jan 14, 2026 Canada’s new rules in 2026

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.