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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: "The guy on the bike …" 633 comments · Page 9 of 26
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Everybody probably knows that the guy on the bike is racist and that's why he was discriminated by the butcher 😂😂
Identity Attack0.28034934
Insult0.36709076
Profanity0.11230402
Threat0.011974656
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.306 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
Guy on the bike was the most polite racist I’ve ever seen.
Guy on the bike was the most polite racist I’ve ever seen.
Identity Attack0.23846684
Insult0.40243408
Profanity0.099305905
Threat0.010628296
Severe Toxicity0.015996376
Moderate 0.4014846 Moderate Con 0.387 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Guy on the bike has the lowest IQ in the video
Guy on the bike has the lowest IQ in the video
Identity Attack0.055673428
Insult0.40189892
Profanity0.14490221
Threat0.0104988385
Severe Toxicity0.013866014
Moderate 0.4014846 Low Con 0.169 Meta_Commentary
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst themselves and enjoy their culture at home. The guy with the bike is disgusting with his comments about people from Africa. A few bad people don't describe an entire race. One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it. Meeting a human smuggler is dangerous and stupid.
Identity Attack0.2308735
Insult0.47020787
Profanity0.16217725
Threat0.04098356
Severe Toxicity0.017610285
Moderate 0.4014846 Constructive 0.71 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
The guy with the bike doesn't only hate other race, he also hates him self.
The guy with the bike doesn't only hate other race, he also hates him self.
Identity Attack0.3043136
Insult0.28791866
Profanity0.12551236
Threat0.013372798
Severe Toxicity0.018320406
Moderate 0.4014846 Moderate Con 0.389 Moral_Argument
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
I like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
I like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
Identity Attack0.5135796
Insult0.2679134
Profanity0.08840031
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.576 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike is a bigot
Guy on the bike is a bigot
Identity Attack0.109318495
Insult0.4339631
Profanity0.17864552
Threat0.00789674
Severe Toxicity0.013801457
Moderate 0.4013387 Low Con 0.238 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
who wins, Canadian racist bike guy vs American Tom from Zinc & Harrison?
who wins, Canadian racist bike guy vs American Tom from Zinc & Harrison?
Identity Attack0.36702603
Insult0.40243408
Profanity0.024541125
Threat0.007598988
Severe Toxicity0.0126394415
Moderate 0.3977292 Low Con 0.187 Meta_Commentary
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike …
im lucky i got caught in the jewish neighborhood near me bc now im in the middle of their neighborhood bc the rest of the city is looking like what the guy in the bike is describing... the states and cities surrouding me as well. With karen feminists making sure they destroy the rest of us and having the white men escape to find their kryptonite the tight asians im about the go study the torah to make sure i have atleast half italian kids that can look like me.
Identity Attack0.48915586
Insult0.2659317
Profanity0.22592722
Threat0.071698055
Severe Toxicity0.023076924
Moderate 0.3974717 Moderate Con 0.428 Fear_Threat
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy is insane 😂
Bike guy is insane 😂
Identity Attack0.033527173
Insult0.42567953
Profanity0.21132572
Threat0.009307829
Severe Toxicity0.013285006
Moderate 0.39644176 Moderate Con 0.348 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the guy on the bike is quite racists nobody east poop but people who don't wash their @$$ after business don't have to give hygienic advice 😂
Identity Attack0.37082586
Insult0.3416952
Profanity0.2366394
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.39644176 Constructive 0.535 Moral_Argument
Feb 4, 2026 Inside Canada's Indian Invasion...
W bike guy! Everyone should be just like that guy! This plague is being levied against all of us Europeans everywhere we exist in significant numbers by a rootless international clique and their shabbos puppets!
W bike guy! Everyone should be just like that guy! This plague is being levied against all of us Europeans everywhere we exist in significant numbers by a rootless international clique and their shabbos puppets!
Identity Attack0.28034934
Insult0.39297962
Profanity0.12903778
Threat0.012596053
Severe Toxicity0.016964722
Moderate 0.39021665 Moderate Con 0.345 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The guy on the bike is about as cultured as a bag of potatoes
The guy on the bike is about as cultured as a bag of potatoes
Identity Attack0.06522302
Insult0.40243408
Profanity0.15195307
Threat0.009463178
Severe Toxicity0.016641939
Moderate 0.39021665 Low Con 0.156 Meta_Commentary
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Guy in the bike is the reason why its easier to take over. To think some cultures or people are okay to r**e or are low IQ shows why there is no competition because the …
Guy in the bike is the reason why its easier to take over. To think some cultures or people are okay to r**e or are low IQ shows why there is no competition because the locals are not informed, less traveled or limited education.
Identity Attack0.10221587
Insult0.3388922
Profanity0.39409557
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.38434127 Low Con 0.216 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
That bike guy is just straight up racism what are y'all on bout 🙏🙏
That bike guy is just straight up racism what are y'all on bout 🙏🙏
Identity Attack0.20878418
Insult0.3388922
Profanity0.077731855
Threat0.01052473
Severe Toxicity0.016964722
Moderate 0.3811502 Low Con 0.288 Moral_Argument
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have …
The dude on the bike made a sweeping claim about ALL Africans being terrible people😂😂. I am an African with a Master’s degree in Communication Studies, and I can bet you bike guy doesn't have a high school diploma, but he wants to talk about the intelligence level of all Africans? I've written two books and contributed a chapter to a compendium on journalism in West Africa. While I agree that many of the Africans going to Canada are from war-torn countries without a good education, he speaks of Africa like it's a monolith. Realities in Ghana aren't same as in Ethiopia. South Africa isn't same as Rwanda nor is Senegal same as Madagascar so unless he is referring to individual countries with specific examples, his claims don't even make any sense. I would like to see just one contribution from fatty to scholarship😂😂. EDIT: By the way, some of Africa's brightest minds include Ngozi Okonjo, an economist and politician (Nigerian) who serves as director general of the World Trade Organization; Vera Songwe, an economist (Cameroonian) who served as head of the UN Economic Commission for Africa; Dr. Tedros Adhanom an Ethiopian doctor who currently serves as DG of the World Health Organization; Prof. Salim Abdool Karim (South African) scientist globally respected for his research on immunology; Aliko Dangote (Nigerian) and Africa's richest man and one of the top 100 richest people in the world according to Forbes. The list is too long but fatty there wouldn't know because he's as dumb as a rock and it's easy for him to spew garbage rather than read an actual book or question the stereotypes which he's fed about Africa by his chosen echo chamber.
Identity Attack0.44690517
Insult0.344702
Profanity0.09518933
Threat0.012233571
Severe Toxicity0.021031776
Moderate 0.37955463 Constructive 0.741 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike is just racist, Eritrean’s are literally the nicest people. His stats on “iq” don’t make sense either. Mass immigration does not have to be approached in a racist manor.
Guy on the bike is just racist, Eritrean’s are literally the nicest people. His stats on “iq” don’t make sense either. Mass immigration does not have to be approached in a racist manor.
Identity Attack0.36803186
Insult0.33964422
Profanity0.06295506
Threat0.008155655
Severe Toxicity0.012962224
Moderate 0.37751234 Moderate Con 0.446 Moral_Argument
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
The bike guy just said the opposite against Africans as compared to Indians 😂😂😂
The bike guy just said the opposite against Africans as compared to Indians 😂😂😂
Identity Attack0.44690517
Insult0.16337912
Profanity0.1067334
Threat0.010938995
Severe Toxicity0.01986976
Moderate 0.37751234 Low Con 0.17 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
This guy with the bike is sub-70s IQ 😂
This guy with the bike is sub-70s IQ 😂
Identity Attack0.059311368
Insult0.36798462
Profanity0.15107171
Threat0.009618527
Severe Toxicity0.015415368
Moderate 0.37751234 Low Con 0.131 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Guy on the bike just discriminated Indians, Africans, and Muslims.
Guy on the bike just discriminated Indians, Africans, and Muslims.
Identity Attack0.46028158
Insult0.14150882
Profanity0.066963166
Threat0.05236103
Severe Toxicity0.015092585
Moderate 0.37751234 Moderate Con 0.304 Moral_Argument
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly racist. But on the other hand, so many woke types don’t even want to admit the problem. They also don’t want to talk about how the government is complicit. Every nation has a right to define itself, and how much immigration it wants, and how that immigration happens. It is beyond ridiculous to not speak the primary language of the country you emigrate to. But why say weird shit like indians eat shit?? Or that 1.5 billion people are all the same? The rationale behind early immigration was to be very tough and selective about who enters and lives here. They welcomed students because it brought in a lot of revenue so that’s a win-win, but to LIVE they had to prove they were an asset to the community. Now the whole thing is manipulated. You don’t have proper vetting for the students because of fake colleges that just want to make money. You don’t have proper limits on immigration and criteria for jobs/skills because companies want to make money. Politicians just do whatever strategy gets votes. But for some reason people either only get woke about the positives of Indian immigrants or only negative, sometimes racist about them. It’s fair to acknowledge that rampant, unchecked immigration ruins the culture. Like Indian driving culture is fucking terrible. You don’t want to bring that shit over. You can also acknowledge that early immigrants and their kids are often completely American/Canadian, from their native language, accents, education, references etc. And that Indians are generally a low-crime, high-employment, high-tax-paying immigrant group. And we ALSO acknowledge that that’s changing because of the type/number of people coming in, and the financial and political incentives which support it. It causes valid resentment. These fucking human smuggling rings are real af. Wokies don’t ever talk about it. But I wish we could have this conversation without the racism.
Identity Attack0.10221587
Insult0.40243408
Profanity0.10240069
Threat0.008764107
Severe Toxicity0.010681152
Moderate 0.37751234 Constructive 0.746 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
WTG Tyler. You probably just got that orange vest bike guy stabbed
WTG Tyler. You probably just got that orange vest bike guy stabbed
Identity Attack0.024198212
Insult0.10587067
Profanity0.09195647
Threat0.44942492
Severe Toxicity0.022710243
Moderate 0.37751234 Moderate Con 0.426 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and …
Bike guy is right. Everyone is so scared to be racist towards africans and muslims who are the real troublemakers in society and take out all the racism to indians who are just innocent and hardworking
Identity Attack0.45610145
Insult0.24928534
Profanity0.10425757
Threat0.016810767
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.493 Unverified_Claim
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
Interracial/integration/Multiculturalism/Kosher White Genocide is Always a bad thing and it’s Not just the Indians there are Many Malaysians, Chinese, Blacks and others as well. That One White Guy with the Bike is very based and …
Interracial/integration/Multiculturalism/Kosher White Genocide is Always a bad thing and it’s Not just the Indians there are Many Malaysians, Chinese, Blacks and others as well. That One White Guy with the Bike is very based and that Council Woman is pretty based too.
Identity Attack0.44690517
Insult0.16861114
Profanity0.12374964
Threat0.050098058
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.557 Identity_Assertion
Mar 1, 2026 Inside Canada's Indian Invasion...
I love how you would keep cutting back to the guy on the bike and he would contradict everything the indians were saying 😂😂😂
I love how you would keep cutting back to the guy on the bike and he would contradict everything the indians were saying 😂😂😂
Identity Attack0.37012735
Insult0.11978693
Profanity0.12815644
Threat0.2566701
Severe Toxicity0.023076924
Moderate 0.37576625 Moderate Con 0.314 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.