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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 #}

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Active: "That Man with the bike …" 62 comments · Page 2 of 3
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their …
Man on the bike is based af. Its a serious problem here and a lot of us are feeling the fatigue. I work with many and even when handling food they do not wash their hands it's absolutely disgusting.
Identity Attack0.009989422
Insult0.34392178
Profanity0.15019037
Threat0.007961469
Severe Toxicity0.0060272217
Moderate 0.3389984 Constructive 0.741 Fear_Threat
Jan 29, 2026 5 likes 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...
So bike man is a racist because he laid out cold facts.
So bike man is a racist because he laid out cold facts.
Identity Attack0.23618884
Insult0.25998658
Profanity0.07611542
Threat0.007534259
Severe Toxicity0.0090789795
Moderate 0.3281604 Low Con 0.171 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The man in the bike is totally right: Indias ate not an asset, they are a liability
The man in the bike is totally right: Indias ate not an asset, they are a liability
Identity Attack0.32476485
Insult0.16809943
Profanity0.070942834
Threat0.022335978
Severe Toxicity0.017739398
Low Tox 0.295883 Low Con 0.256 Fear_Threat
Feb 23, 2026 Inside Canada's Indian Invasion...
Bike man is the GOAT 😂
Bike man is the GOAT 😂
Identity Attack0.026609946
Insult0.18852992
Profanity0.22552395
Threat0.009851551
Severe Toxicity0.015221698
Low Tox 0.28312725 Low Con 0.266 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike is every Canadian born white man under age 50.
Guy on the bike is every Canadian born white man under age 50.
Identity Attack0.28883415
Insult0.07745308
Profanity0.02522431
Threat0.009178371
Severe Toxicity0.008049011
Low Tox 0.25727063 Low Con 0.195 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
😂 man, the honesty of the white guy in the bike is refreshing, it'll be soo nice if we all can give a honest opinion without anybody getting offended
😂 man, the honesty of the white guy in the bike is refreshing, it'll be soo nice if we all can give a honest opinion without anybody getting offended
Identity Attack0.2774022
Insult0.06858205
Profanity0.07708528
Threat0.012285355
Severe Toxicity0.009422302
Low Tox 0.2553839 Constructive 0.521 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The bike man has golden eggs
The bike man has golden eggs
Identity Attack0.019475231
Insult0.06529768
Profanity0.22552395
Threat0.010214032
Severe Toxicity0.014059683
Low Tox 0.25462922 Low Con 0.193 Meta_Commentary
Mar 1, 2026 Inside Canada's Indian Invasion...
Omg. That man on a bike is based af. Someone vote for this man.
Omg. That man on a bike is based af. Someone vote for this man.
Identity Attack0.008842488
Insult0.16883044
Profanity0.06044999
Threat0.009074804
Severe Toxicity0.0060653687
Low Tox 0.2524482 Moderate Con 0.403 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
that man on the bike was spitting factss
that man on the bike was spitting factss
Identity Attack0.010581387
Insult0.08582769
Profanity0.10611444
Threat0.011275585
Severe Toxicity0.006828308
Low Tox 0.23235008 Moderate Con 0.322 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Bike guy is hilariously honest. But Africa is too diverse for his generalization though. Even within one country. But man..70? I think I should get an IQ test.😂
Identity Attack0.17614605
Insult0.08533409
Profanity0.06295506
Threat0.0077802283
Severe Toxicity0.0062179565
Low Tox 0.22579013 Constructive 0.538 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike man dgaf, he’s gonna call it like he sees it 😂
Bike man dgaf, he’s gonna call it like he sees it 😂
Identity Attack0.01274247
Insult0.0720671
Profanity0.17752954
Threat0.0115345
Severe Toxicity0.010604858
Low Tox 0.21508642 Low Con 0.246 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bike man is just saying what we all think. Third worlders do not belong in the west, expect for a rare few.
Bike man is just saying what we all think. Third worlders do not belong in the west, expect for a rare few.
Identity Attack0.18002926
Insult0.06634661
Profanity0.023106437
Threat0.008556974
Severe Toxicity0.005302429
Low Tox 0.19870108 Moderate Con 0.338 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The man on the bike is right!! lmao!!
The man on the bike is right!! lmao!!
Identity Attack0.0073995716
Insult0.029493837
Profanity0.08322773
Threat0.011612174
Severe Toxicity0.00667572
Low Tox 0.121732734 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
Identity Attack0.011247349
Insult0.034782536
Profanity0.016889455
Threat0.023889944
Severe Toxicity0.0029182434
Low Tox 0.112953395 Low Con 0.253 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Make that man on the bike the new PM of Canada ASAP!!!!
Make that man on the bike the new PM of Canada ASAP!!!!
Identity Attack0.005253696
Insult0.034782536
Profanity0.011936366
Threat0.011638066
Severe Toxicity0.0024414062
Low Tox 0.0926474 Low Con 0.236 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Homie on the bike is the man
Homie on the bike is the man
Identity Attack0.010951365
Insult0.028832749
Profanity0.028776871
Threat0.009981008
Severe Toxicity0.003452301
Low Tox 0.08083374 Low Con 0.289 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Man on the bike love that guy
Man on the bike love that guy
Identity Attack0.009915425
Insult0.017807651
Profanity0.026863953
Threat0.011120236
Severe Toxicity0.003929138
Low Tox 0.05230548 Moderate Con 0.372 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Man on the bike needs be in charge of the country
Man on the bike needs be in charge of the country
Identity Attack0.007288578
Insult0.021288296
Profanity0.014771583
Threat0.008000307
Severe Toxicity0.001745224
Low Tox 0.050078966 Low Con 0.16 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy should run for office. He'd be the most honest man ever running
Bike guy should run for office. He'd be the most honest man ever running
Identity Attack0.006363631
Insult0.02373764
Profanity0.0147374235
Threat0.0071717775
Severe Toxicity0.0012493134
Low Tox 0.049336795 Moderate Con 0.366 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Man with the bike is based
Man with the bike is based
Identity Attack0.010433395
Insult0.018774498
Profanity0.019690514
Threat0.00756015
Severe Toxicity0.002040863
Low Tox 0.048099842 Moderate Con 0.302 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Man on the bike is a man of the people 🤣
Man on the bike is a man of the people 🤣
Identity Attack0.0057346676
Insult0.01890341
Profanity0.022901481
Threat0.007974415
Severe Toxicity0.0024795532
Low Tox 0.04785245 Moderate Con 0.365 Humor_Satire
Feb 20, 2026 Inside Canada's Indian Invasion...
I love this man on the bike!!!
I love this man on the bike!!!
Identity Attack0.0071775843
Insult0.014580919
Profanity0.021603432
Threat0.012440704
Severe Toxicity0.003414154
Low Tox 0.04315203 Moderate Con 0.476 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The bike man had it enuf
The bike man had it enuf
Identity Attack0.004643231
Insult0.015872927
Profanity0.023994578
Threat0.0082074385
Severe Toxicity0.002002716
Low Tox 0.040183347 Low Con 0.296 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.