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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.

Search & Filter

Search comment text, filter by category or toxicity level
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "Well... have a taste of …" 5 comments
Poop in a well and then tell us why it tastes off why dont you.
Poop in a well and then tell us why it tastes off why dont you.
IRCC Names India in Study Permit Fraud | … · 1: Outliers
Close reading → Video sentiment →
Identity Attack0.011839314
Insult0.25404143
Profanity0.4033339
Threat0.020091362
Severe Toxicity0.023505108
Moderate 0.4826145 Low Con 0.162
Oct 1, 2025 IRCC Names India in Study …
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a …
It wasn’t that scary bro. They said without any stress go have a pizza outside. So why didn’t you go all the way down. You know very well they treated you with ease. In a normal family house. So actually you failed to show to scary side from them. You expected something like cartel side action. 😂😂😂😂 . Did the food tasted good at least. Indians not Africans which you met in Rome or Paris. Punjabi are human threating religion. You should have know that. Or atleast read about Sikh religion. Maybe then you will realize the real deal!!!
Inside Canada's Indian Invasion... · 302: Cluster #301
Close reading → Discourse → Video sentiment →
Identity Attack0.44690517
Insult0.32211447
Profanity0.19524631
Threat0.038220957
Severe Toxicity0.023458159
Moderate 0.39021665 Moderate Con 0.381 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Coming back to basics, how can any human being call another human being a "racist" when we are all of the same humanity. All of the same body of the HUMAN RACE which bleeds the …
Coming back to basics, how can any human being call another human being a "racist" when we are all of the same humanity. All of the same body of the HUMAN RACE which bleeds the same color of blood, cry the same salty tasting tears, sweat the same as others etc This when the only apparent true difference is that we all have a slightly to stronger <<nuance/shade/skin tone>> of brown. Why brown? Well, in the beginning, God took some earth from the ground and formed HUMAN KIND. Oh! Isn't Earth kind of having various teints of brown? YEAH! same weat different shades/skin tone.
Why Canadians Are Turning Against Immigrants. · 7: Cluster #6
Close reading → Video sentiment →
Identity Attack0.28034934
Insult0.15343215
Profanity0.09098661
Threat0.010938995
Severe Toxicity0.013091337
Low Tox 0.28312725 Constructive 0.666
Aug 26, 2025 Why Canadians Are Turning Against …
Well... have a taste of your own medicine!
Well... have a taste of your own medicine!
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.005401687
Insult0.081508696
Profanity0.017162729
Threat0.0083886795
Severe Toxicity0.0035476685
Low Tox 0.1996317 Low Con 0.216 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
go to any well established foreign cultured areas and you will never see this. China town, little italy, they offer a little taste of their culture, but never stopped being Canadian. Indians on the other …
go to any well established foreign cultured areas and you will never see this. China town, little italy, they offer a little taste of their culture, but never stopped being Canadian. Indians on the other hand... are trying to change Canada into India.
Inside Canada's Indian Metropolis (Brampton) · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.19693321
Insult0.034011267
Profanity0.013951761
Threat0.007145886
Severe Toxicity0.0031661987
Low Tox 0.15711457 Moderate Con 0.449 Identity_Assertion
Jan 31, 2026 Inside Canada's Indian Metropolis (Brampton)

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.