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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: "Don’t that bike being so …" 890 comments · Page 14 of 36
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike …
Many come with fake study visa, then go to downtown Toronto and do uber eats on their moped/ebikes. They drive extremely recklessly, often without lights at night or stopping in the middle of the bike lanes glued to their phone. Its absolutely ridiculous the amount of close calls i have had with them, going down the wrong way, running stop signs and red lights.
Identity Attack0.017867407
Insult0.37506318
Profanity0.06596114
Threat0.008052089
Severe Toxicity0.0050354004
Moderate 0.34757367 Constructive 0.57 Unverified_Claim
Sep 19, 2025 1,553 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
As an Indian.. love the white guy on the bike... he does informed racism. But notice how many Indians are self critical. Make learning proper English mandatory. The whole assimilation problem will be solved.
Identity Attack0.39773783
Insult0.16337912
Profanity0.080318145
Threat0.0287245
Severe Toxicity0.017222947
Moderate 0.34328604 Constructive 0.659
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Why are people acting like the guy in the bike is some sort of genius? Or comedian. I mean fro starters, the dude thinks all africans are mentally challenged, that's just statistically wrong
Why are people acting like the guy in the bike is some sort of genius? Or comedian. I mean fro starters, the dude thinks all africans are mentally challenged, that's just statistically wrong
Identity Attack0.3817989
Insult0.2469859
Profanity0.16496858
Threat0.010395273
Severe Toxicity0.016319158
Moderate 0.34328604 Moderate Con 0.32 Moral_Argument
Feb 26, 2026 3 likes Inside Canada's Indian Invasion...
Buddy on the bike is a real GOAT❤❤😂😂😂
Buddy on the bike is a real GOAT❤❤😂😂😂
Identity Attack0.035589635
Insult0.2735258
Profanity0.2564132
Threat0.012078222
Severe Toxicity0.021806452
Moderate 0.3389984 Moderate Con 0.422
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Gotta respect the guy with the bike- he’s racist against everyone, he doesn’t discriminate!! 😂
Identity Attack0.21668483
Insult0.24928534
Profanity0.07223598
Threat0.012958534
Severe Toxicity0.014059683
Moderate 0.3389984 Low Con 0.292 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
The bike guy has his brain in his stomach
The bike guy has his brain in his stomach
Identity Attack0.03636306
Insult0.34032786
Profanity0.13961408
Threat0.010705971
Severe Toxicity0.010299683
Moderate 0.3389984 Low Con 0.21 Humor_Satire
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy is spitting facts lol. Thats a brave white man to say all that. Guy has nothing to lose lol.
Bike guy is spitting facts lol. Thats a brave white man to say all that. Guy has nothing to lose lol.
Identity Attack0.36598656
Insult0.19734058
Profanity0.10240069
Threat0.012233571
Severe Toxicity0.014188796
Moderate 0.3389984 Moderate Con 0.385 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
How many Whites works in tim Hortons..... Um yeah zero 😂😂😂 buddy on the bike is a real one respect bud my kinda guy we need more bike guys like him 😅😅😂😂
Identity Attack0.3758158
Insult0.1342682
Profanity0.094219476
Threat0.020091362
Severe Toxicity0.018836858
Moderate 0.3389984 Constructive 0.585 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
guy with the bike will remain white and poor. some of us have 2 degrees and masters thanks
Identity Attack0.37222284
Insult0.17361937
Profanity0.07449899
Threat0.01940071
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.343 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
BASED old white guy with the bike haha
BASED old white guy with the bike haha
Identity Attack0.37082586
Insult0.16846494
Profanity0.1110661
Threat0.013010317
Severe Toxicity0.017158391
Moderate 0.3389984 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy riding a bike in the winter is judging lol
The white guy riding a bike in the winter is judging lol
Identity Attack0.37655997
Insult0.1662211
Profanity0.10023434
Threat0.011379151
Severe Toxicity0.01502803
Moderate 0.3389984 Low Con 0.231 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike was talking crazyyy
Guy on the bike was talking crazyyy
Identity Attack0.010803374
Insult0.3388922
Profanity0.15724123
Threat0.010654188
Severe Toxicity0.009155273
Moderate 0.3389984 Moderate Con 0.345 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm not sure, if the bike guy is racist towards indian or nice 😂
I'm not sure, if the bike guy is racist towards indian or nice 😂
Identity Attack0.36702603
Insult0.15698463
Profanity0.12035047
Threat0.010783645
Severe Toxicity0.014898917
Moderate 0.3389984 Moderate Con 0.437 Question
Jan 29, 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...
just want to say tyler u smiling when the guy on the bike was openly racist is not chill......For indians: aaie ham sab is chainal ko unsubscribe karen.
just want to say tyler u smiling when the guy on the bike was openly racist is not chill......For indians: aaie ham sab is chainal ko unsubscribe karen.
Identity Attack0.29951343
Insult0.25800487
Profanity0.16217725
Threat0.08856395
Severe Toxicity0.023076924
Moderate 0.33836752 Moderate Con 0.318 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Guy on bike said Indians need to go 😂
Guy on bike said Indians need to go 😂
Identity Attack0.3817989
Insult0.110259406
Profanity0.10920923
Threat0.061089642
Severe Toxicity0.021031776
Moderate 0.33836752 Low Con 0.235 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
that bike guy should get arrested
that bike guy should get arrested
Identity Attack0.072601855
Insult0.15698463
Profanity0.09775851
Threat0.2836219
Severe Toxicity0.014447021
Moderate 0.3375374 Low Con 0.262 Fear_Threat
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
Love that bike guy straight up. Screw cancel culture. In his mind. Haha
Love that bike guy straight up. Screw cancel culture. In his mind. Haha
Identity Attack0.047448806
Insult0.24561718
Profanity0.29456177
Threat0.011793415
Severe Toxicity0.015996376
Moderate 0.33421695 Moderate Con 0.368 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy is a bike guy no wonder hes got so much hate
Bike guy is a bike guy no wonder hes got so much hate
Identity Attack0.07094744
Insult0.24630153
Profanity0.1067334
Threat0.009230154
Severe Toxicity0.010910034
Moderate 0.3317266 Low Con 0.253 Meta_Commentary
Jan 27, 2026 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...
Smile went away when bike dude said muslims
Smile went away when bike dude said muslims
Identity Attack0.37222284
Insult0.100019015
Profanity0.11354194
Threat0.031314444
Severe Toxicity0.019095084
Moderate 0.32712606 Low Con 0.266 Meta_Commentary
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
GET THAT BIKE GUY A SEAT IN THE SENATE
GET THAT BIKE GUY A SEAT IN THE SENATE
Identity Attack0.019977676
Insult0.3388922
Profanity0.06295506
Threat0.009540852
Severe Toxicity0.007133484
Moderate 0.32397532 Low Con 0.195 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
The guy with the bike is just spitting facts, lock, stock, and two smoking barrels, what a chad.
The guy with the bike is just spitting facts, lock, stock, and two smoking barrels, what a chad.
Identity Attack0.0060676485
Insult0.34314156
Profanity0.053435806
Threat0.009100696
Severe Toxicity0.0065231323
Moderate 0.3234372 Low Con 0.256 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike 🚲 talks tasty 💩
The guy on the bike 🚲 talks tasty 💩
Identity Attack0.02439919
Insult0.18977246
Profanity0.24341469
Threat0.010887212
Severe Toxicity0.02077355
Moderate 0.3234372 Low Con 0.292 Humor_Satire
Jan 28, 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.