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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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Search comment text, filter by category or toxicity level
Active: "You definitely can not talk …" 7 comments
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter …
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter than him. Talking about below 70 iq… how many Africans have you checked their iq and what metrics did you use to check? Your westernized test. May thunder strike down that idiotic fool, stupid ass fuul.
Identity Attack0.6637263
Insult0.8131897
Profanity0.7796426
Threat0.40603778
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get …
the guy with the bike l, who spoke with brown jacket, his apartment probably smells like shit, his definitely a loser He can talk shit as much as he wants but he didnt even get accepted by white ppl
Identity Attack0.55044734
Insult0.7090544
Profanity0.7785769
Threat0.02924249
Severe Toxicity0.35368225
Toxic 0.85850734 Low Con 0.265 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across …
There’s definitely an influx of Indians in Brampton that make a mess which needs to change lol but with all that talk about being dirty and living together.. how often have you ever come across a homeless Indian? Do we need less of them? Yes, but do a lot of them also grind their asses off to make it work? Yes. They only get berated because there’s a surge of them, and this would’ve been just as bad for Africans, Latinos and East asians if roles were reversed. “They stay to themselves” yeah it’s called a community and white people have always excluded minorities lmao so suck it up. We do need to deport a lot of these students who make a mess but lets not act like these Indians aren’t hustlers who do what it takes to make it work.
Identity Attack0.49584505
Insult0.46625584
Profanity0.41503602
Threat0.07323132
Severe Toxicity0.16233426
Moderate 0.4826145 Constructive 0.63
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
5:40 what is he talking about?? R*** is definitely against African culture, and Africans are not slow.. I just visited Kenya a month ago, while there was some people that were rude, touchy, aggressive, etc. …
5:40 what is he talking about?? R*** is definitely against African culture, and Africans are not slow.. I just visited Kenya a month ago, while there was some people that were rude, touchy, aggressive, etc. it was great we went to some high fashion couture events, parties, etc and it was all fun. Also my dad is Kenyan native, tribe is luo and he’s currently an important engineer and software engineer for multiple large companies.
Identity Attack0.38826546
Insult0.27146968
Profanity0.3496935
Threat0.023371955
Severe Toxicity0.023974609
Moderate 0.42568782 Constructive 0.796 Personal_Narrative
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on …
Dont know about canada but we Indians live rent-free in canadians heads. I've never been to canada, nor even thought about that country much in my life up until i started meeting many canadians on the internet who lose it on me for no reason at all. The most hateful people i have met online have been canadians. I have talked to american gr0ypers online on platforms like discord and omegle etc... and they've been more respectful, polite and friendly than so called "liberal" canadians. Some of them i even befriended. This is sad. What a sorry state it would be to live in one of these canadians mind. Filled with hate against one particular peoples. All of this hate that i have received will only make me definitely avoid to visit canada at all costs!
Identity Attack0.23998553
Insult0.1640896
Profanity0.055940874
Threat0.008272167
Severe Toxicity0.0074005127
Low Tox 0.25462922 Constructive 0.623 Personal_Narrative
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Guy on the bike definitely talking about Somalians 😂
Guy on the bike definitely talking about Somalians 😂
Identity Attack0.15731181
Insult0.036325075
Profanity0.043415543
Threat0.010239923
Severe Toxicity0.0061798096
Low Tox 0.17111848 Low Con 0.216 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Compared to the Somalians in Minnesota these people definitely look like they’re more assimilated. They aren’t calling Tyler names for tryna talk to them and they seem to be pretty honest people.
Compared to the Somalians in Minnesota these people definitely look like they’re more assimilated. They aren’t calling Tyler names for tryna talk to them and they seem to be pretty honest people.
Identity Attack0.11512129
Insult0.03566399
Profanity0.018665737
Threat0.007068211
Severe Toxicity0.0037765503
Low Tox 0.11479026 Constructive 0.561
Jan 27, 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.