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
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "Have you tried every Tim …" 4 comments
Like a true 'murican, tries to make a Canadian issue about their garbage state of a country. The real issue is LMIA scams and easy access to TFW. That's why every Tim Hortons fired all …
Like a true 'murican, tries to make a Canadian issue about their garbage state of a country. The real issue is LMIA scams and easy access to TFW. That's why every Tim Hortons fired all their current staff for Indian TFW, it's cheaper.
Inside Canada's Indian Invasion... · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.29188538
Insult0.4794537
Profanity0.09744903
Threat0.0072753434
Severe Toxicity0.014576134
Moderate 0.43720075 Moderate Con 0.374 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
If you get offended easily don’t scroll You will get offended Don’t even get me started with Tim’s bro every one is jammed packed with them I tried to get me a job and they …
If you get offended easily don’t scroll You will get offended Don’t even get me started with Tim’s bro every one is jammed packed with them I tried to get me a job and they said that it was Indian only but I know for a fact that it is not
Inside Canada's Indian Invasion... · 70: Cluster #69
Close reading → Discourse → Video sentiment →
Identity Attack0.26833034
Insult0.1640896
Profanity0.14930901
Threat0.029933142
Severe Toxicity0.018449519
Moderate 0.36095104 Moderate Con 0.436 Fear_Threat
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Why Canadians Are Turning Against Immigrants. · 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Have you tried every Tim Horton’s in Canada?
Have you tried every Tim Horton’s in Canada?
IRCC Names India in Study Permit Fraud | … · 75: Cluster #74
Close reading → Discourse → Video sentiment →
Identity Attack0.003644289
Insult0.007797878
Profanity0.010143006
Threat0.0062914654
Severe Toxicity0.0006246567
Low Tox 0.010618322 Moderate Con 0.332 Humor_Satire
Oct 15, 2025 IRCC Names India in Study …

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.