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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: "“They just have low intelligence.” …" 34 comments · Page 2 of 2
"r*pe is not against their culture" "they have low intelligence" if only he could hear what he just said
"r*pe is not against their culture" "they have low intelligence" if only he could hear what he just said
Identity Attack0.27875587
Insult0.40243408
Profanity0.37352943
Threat0.01187109
Severe Toxicity0.023152983
Moderate 0.4274071 Low Con 0.277 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an African and strange the way you despise us Africans. If we are low intelligence, Asians are high intelligence and will replace you
I am an African and strange the way you despise us Africans. If we are low intelligence, Asians are high intelligence and will replace you
Identity Attack0.46028158
Insult0.336253
Profanity0.17613389
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.371 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
Low intelligence 😂he definitely watches HODGETWINS ✅️
Low intelligence 😂he definitely watches HODGETWINS ✅️
Identity Attack0.013546381
Insult0.40243408
Profanity0.07482228
Threat0.007883795
Severe Toxicity0.010299683
Moderate 0.36456755 Low Con 0.144
Jan 27, 2026 Inside Canada's Indian Invasion...
"They just have low intelligence". LOL, that guy is great.
"They just have low intelligence". LOL, that guy is great.
Identity Attack0.02048012
Insult0.38406035
Profanity0.040409464
Threat0.0071717775
Severe Toxicity0.005645752
Moderate 0.36095104 Low Con 0.22 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
I dunno but calling a whole continent low intelligent is crazy. I could care less of what is happening but ya'all should stop insulting everyone in Africa
Identity Attack0.29035977
Insult0.26196828
Profanity0.2258264
Threat0.011249693
Severe Toxicity0.014382465
Moderate 0.36095104 Moderate Con 0.443 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
low intelligence for afkns?
low intelligence for afkns?
Identity Attack0.14875233
Insult0.3388922
Profanity0.108590275
Threat0.0103175985
Severe Toxicity0.013995127
Moderate 0.3389984 Low Con 0.209 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did …
The Bike guy is spewing objectively false things about Africans using Richard Lynn IQ data which is disproven: Why "National IQ" Data is Fraudulent 1. The Data is Factually Fraudulent (Sample Bias) Richard Lynn did not use representative samples. For example, he famously assigned Equatorial Guinea an average IQ of 59 based on a group of children in a Spanish home for the developmentally disabled, then claimed that score represented the entire country. Peer-reviewed studies by researchers like Jelte Wicherts proved that Lynn systematically ignored higher-scoring African studies (some in the 80s and 90s) to keep his "averages" artificially low. If you judge a country’s intelligence by testing its hospitals and orphanages, you aren't a scientist—you're a fraud. 2. Nutrition is the "Hardware" of the Brain Intelligence cannot develop without biological fuel. As of 2026, roughly 30% of children in Sub-Saharan Africa suffer from stunting due to chronic malnutrition. Science proves that iodine and iron deficiencies alone can drop a population's IQ by 10–15 points. You aren't measuring "race"; you are measuring starvation. 3. The Education Gap (Abstract Reasoning) IQ tests do not measure "raw brain power." They measure Western-style schooling. Studies show that for every single year of formal education, a person’s IQ score increases by 1 to 5 points. Comparing the scores of people in countries with 30% literacy rates to people with PhDs in the West is like comparing the "athletic ability" of a runner to someone who has never been given shoes. 4. The "Age and War" Factor The median age in many African nations is under 20, compared to over 40 in Europe. These tests are often administered to children and adolescents in areas plagued by toxic stress from war and displacement. Peer-reviewed research confirms that trauma and PTSD physically impair the parts of the brain responsible for the logic puzzles found on IQ tests. 5. The Flynn Effect (The Death of the Racial Argument) If IQ were "innate" and "racial," it would never change. However, as nutrition and education improved in the West over the last 100 years, average IQ scores jumped by nearly 30 points. This is called the Flynn Effect. African scores are currently rising at the same rate as they develop. The "gap" is a development gap, not a genetic one. Conclusion: Using Richard Lynn’s data doesn't make you a "truth-teller"; it means you fell for a man so biased that his own university revoked his emeritus status for scientific or incompetence and racism. You are confusing privilege—access to food, safety, and a classroom—with innate ability.
Identity Attack0.27914262
Insult0.25404143
Profanity0.16357292
Threat0.025098583
Severe Toxicity0.018836858
Moderate 0.33836752 Constructive 0.527 Unverified_Claim
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
Low intelligence
Low intelligence
Identity Attack0.020078164
Insult0.2735258
Profanity0.07967158
Threat0.007793174
Severe Toxicity0.008544922
Moderate 0.3127066 Moderate Con 0.346
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good …
Lol. Me sitting here as an African thinking that I can’t even keep a job at McDonalds due to my low intelligence 😂😂😂. I like the guy in the bike. I feel like it’s good when someone is open and honest about their biases towards a certain group of people. You just learn to avoid them and keep it moving. Instead of people pretending not to be racist. He reminds me of the guy who shaved Aladeens beard in the movie “The Dictator”
Identity Attack0.17459276
Insult0.086852804
Profanity0.06596114
Threat0.008841781
Severe Toxicity0.007171631
Low Tox 0.23812068 Constructive 0.56 Humor_Satire
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.