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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Hopefully they all stay in …" 11 comments
Yhh that bike guy are the types of white dude who get their teeth knocked out..i really hope he can fight or he stays in his white trash town 😅
Yhh that bike guy are the types of white dude who get their teeth knocked out..i really hope he can fight or he stays in his white trash town 😅
Identity Attack0.5913144
Insult0.5270482
Profanity0.34391102
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.367 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Let’s hope the ones that aren’t racist pigs get to stay
Let’s hope the ones that aren’t racist pigs get to stay
Identity Attack0.39677486
Insult0.62169385
Profanity0.36230123
Threat0.018019408
Severe Toxicity0.045767322
Moderate 0.6020386 Low Con 0.195 Insult
Jan 16, 2026 2.9 million Canadian temporary visas …
Immigration from a person not even born here like just shows how far canada has fallen now we cant even put a Canadian in charge, no lets put a immigrant in charge who in there …
Immigration from a person not even born here like just shows how far canada has fallen now we cant even put a Canadian in charge, no lets put a immigrant in charge who in there right mind does that liberals are all losers.and what india is at war with who ,makes no sense persecution because they beoke the law in there country and dont want to face charges over there they come here and cry and suck there thumb hoping that they can stay ,time to deport them all and send the Immigration dummy with them.
Identity Attack0.4139151
Insult0.5130944
Profanity0.22663295
Threat0.056240413
Severe Toxicity0.02406851
Moderate 0.47622904 Low Con 0.241 Insult Identity_Assertion
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna …
If you're out here going "oh poor Canada, I hope they fix this immigration issue"... But you downplay the US..... Stay the hell out of the US 😂 the OP is cool tho, he's tryna expose it
Identity Attack0.2803029
Insult0.34101152
Profanity0.35597226
Threat0.018882722
Severe Toxicity0.023076924
Moderate 0.41168427 Moderate Con 0.431 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope America doesnt buy Canada. They can stay over there. We American Indians dont want them here 😂
I hope America doesnt buy Canada. They can stay over there. We American Indians dont want them here 😂
Identity Attack0.46028158
Insult0.191015
Profanity0.07805514
Threat0.013631714
Severe Toxicity0.020902663
Moderate 0.39669925 Moderate Con 0.311 Humor_Satire
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Hopefully they all stay in Canada!!! Don’t come to the 🇺🇸 I.C.E will drag you out your car/house and send you back to your home country!!!
Identity Attack0.27701542
Insult0.07333439
Profanity0.017777596
Threat0.03235042
Severe Toxicity0.01083374
Low Tox 0.2763787 Moderate Con 0.396 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigrants are unaware that the great opportunity they have in Quebec is worth its weight in gold. During their stay, they spend two, three, or five years here and neither speak, read, nor write French. …
Immigrants are unaware that the great opportunity they have in Quebec is worth its weight in gold. During their stay, they spend two, three, or five years here and neither speak, read, nor write French. They go about their daily lives like any other Quebecer who is settled here. And when the time comes to leave, they have to sell off what little they own and return with nothing. They shout and argue as if Canada owes them something, even though they haven't received any financial assistance from their own governments in their home countries, yet here they come demanding it. I hope that what they experienced here will motivate them to prosper when they return.
Identity Attack0.25309357
Insult0.15769513
Profanity0.026590679
Threat0.00823333
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.727 Policy_Critique
Nov 20, 2025 8 likes Quebec Ends Economic Immigration Program …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that …
Im a Canadian and honestly I've NEVER had a problem finding a job, I don't even have my highschool... I think it has to do with *which* jobs they are applying for. I get that theres an "immigration" problem, the refusal to adapt and assimilate feels like a slap in the face especially when the same few will talk I'll of the same system they benefit from. HOWEVER I don't think it's good to lump all of these problems together and dump collective blame on immigrants. For 1, all this immigration and policies have happened under a liberal government and y'all voted then in, AGAIN. - clearly you're not THAT desperate for change. 2nd. Are the ones saying they can't find work willing to work in trades? General laborers making $25-$30+++ No experience required. Tradespeople are glad to teach people willing to work hard and learn.. What about warehouse work? Apply to your 5 closest warehouses, I guarantee youll get in 1.. ALSO the government IS willing to help Canadians get little certifications like forklift, smartserve, CPR.. Career colleges can help with training (e.g - computer) as well as soft skills. So yeah, I wonder if it's people being just as picky as they were when Canada wasn't in the economical shitter it is in rn? Maybe Im far luckier or fortunate than most? Maybe expectations are too high? Maybe some stubbornly refuse assistance they are entitled to? Im not sure, but I do sympathize/empathize with you guys, I hope you all can "get through". I pray we can find solutions to this insane cost of living / broken housing market / price gouging / tiny group of business owners having a complete market control and a monopoly on everything thing we need to survive - without competition, limitations or government regulation🫩. Stay strong Canada! 💙Don't let the hate consume you!❤️ 🇨🇦We will overcome🇨🇦
Identity Attack0.09410924
Insult0.04383647
Profanity0.04867618
Threat0.009799767
Severe Toxicity0.004501343
Low Tox 0.11429678 Constructive 0.869 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
Identity Attack0.025404079
Insult0.026831545
Profanity0.015249812
Threat0.008738215
Severe Toxicity0.0021648407
Low Tox 0.08637348 Moderate Con 0.477 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
I hope she and the other temporary workers in this video can stay in Canada.
I hope she and the other temporary workers in this video can stay in Canada.
Identity Attack0.010655383
Insult0.020643732
Profanity0.009920971
Threat0.0065827454
Severe Toxicity0.0012397766
Low Tox 0.04290464 Constructive 0.55 Solidarity
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Hope the guy on the bike stays safe. Being honest these days can get you in trouble
Identity Attack0.001692652
Insult0.0129089095
Profanity0.011663092
Threat0.008116818
Severe Toxicity0.00086307526
Low Tox 0.027677942 Moderate Con 0.453 Fear_Threat
Jan 27, 2026 212 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.