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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

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Active: "Dude , you have no …" 384 comments · Page 5 of 16
2:30 dude what are you trying to even show there? That all the Punjab is dirty and trash been thrown everywhere just like your downtown New York? I don't know why this hate is so …
2:30 dude what are you trying to even show there? That all the Punjab is dirty and trash been thrown everywhere just like your downtown New York? I don't know why this hate is so forced against Indian? I feel all countries have their problems and dirty places so just to show that part would be so illogical and hatred to them. Edit:- You are telling me to believe a guy who's promoting gambling and selling his audience trust for some bucks is insane dude.
Identity Attack0.36702603
Insult0.4747285
Profanity0.22429734
Threat0.012026439
Severe Toxicity0.023076924
Moderate 0.47473195 Constructive 0.592 Moral_Argument
Feb 7, 2026 Inside Canada's Indian Invasion...
That white dude just called us black people low IQ humans, none of us there though, we good in Africa 😂
That white dude just called us black people low IQ humans, none of us there though, we good in Africa 😂
Identity Attack0.5135796
Insult0.36021477
Profanity0.2424468
Threat0.013424582
Severe Toxicity0.023645958
Moderate 0.47119883 Moderate Con 0.31 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
Identity Attack0.5135796
Insult0.40243408
Profanity0.39409557
Threat0.0824309
Severe Toxicity0.13073033
Moderate 0.47119883 Constructive 0.706 Identity Attack Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
The white dude openly saying he hate all Africans, and no one in the comments seems to have a problem with it. Wow!
Identity Attack0.55044734
Insult0.26957804
Profanity0.15985115
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.46716887 Moderate Con 0.307 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Informative video. But the dude in it is awful.
Informative video. But the dude in it is awful.
Identity Attack0.048737846
Insult0.46774593
Profanity0.22542313
Threat0.011146127
Severe Toxicity0.016190045
Moderate 0.45757914 Low Con 0.263
Jun 19, 2025 1 likes How Canada broke its immigration …
Polish dude: "They walk naked and it's kind of embarrassing" Dude you are roaming naked in the middle of the street 😂
Polish dude: "They walk naked and it's kind of embarrassing" Dude you are roaming naked in the middle of the street 😂
Identity Attack0.26494437
Insult0.27969417
Profanity0.29209393
Threat0.02855184
Severe Toxicity0.023599008
Moderate 0.45757914 Low Con 0.281
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it …
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it or they would have stayed in their own country They are making the US and other countries and to their country They're bringing their same s***** ways to other people's country and cultures and I cannot believe the US and other countries are okay with this It's not just the Indians It's a Arabs the Mexicans the Asians Everybody leaves their country to come to better countries and still do the same s*** It's just crazy to me They should have stayed at home These people are nasty inside and out. 🤔🤨😔😷🤢🤮😡 And we know that white dude is just straight racist. Poor white trash. 👹
Identity Attack0.48915586
Insult0.40420914
Profanity0.40670946
Threat0.01750142
Severe Toxicity0.072789766
Moderate 0.45549932 Moderate Con 0.472 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
5:17 ohhhhh grape is not part of anybody’s culture this dude is spitting crazy allegations
5:17 ohhhhh grape is not part of anybody’s culture this dude is spitting crazy allegations
Identity Attack0.061130337
Insult0.36798462
Profanity0.20483992
Threat0.015947454
Severe Toxicity0.021290002
Moderate 0.45243698 Low Con 0.228 Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
5:34 this dudes IQ is below 70 😂
5:34 this dudes IQ is below 70 😂
Identity Attack0.09328204
Insult0.42167732
Profanity0.174273
Threat0.01187109
Severe Toxicity0.022064678
Moderate 0.45090583 Low Con 0.174 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while …
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while they laugh at us good Canadians) - The funny partt is, if we forced them out like UK is planning to do, they would crumble in a second, I grew up with indians who were born here, their families came the right way and assimilated and even THEY hate the over-immigration and pure indians coming influx.
Identity Attack0.4931391
Insult0.37960073
Profanity0.2813443
Threat0.13329996
Severe Toxicity0.048457388
Moderate 0.45090583 Constructive 0.601 Personal_Narrative
Feb 21, 2026 Inside Canada's Indian Invasion...
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Dude an Indian smuggler is the least threatening smuggler you could be around.😂😂 Try this with a coyote.😂
Identity Attack0.44690517
Insult0.35016364
Profanity0.18049006
Threat0.1733226
Severe Toxicity0.041283876
Moderate 0.44933176 Low Con 0.228 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
Dude u r a joke.
Dude u r a joke.
Identity Attack0.016259583
Insult0.4986907
Profanity0.18049006
Threat0.007741391
Severe Toxicity0.012435913
Moderate 0.44393396 Low Con 0.19 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Dude with bicycle is straight up racist
Dude with bicycle is straight up racist
Identity Attack0.3817989
Insult0.40243408
Profanity0.21997347
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.4421347 Low Con 0.204 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
indians can be tolerated but why do they build such statues of naked dudes?
indians can be tolerated but why do they build such statues of naked dudes?
Identity Attack0.46028158
Insult0.336253
Profanity0.25001678
Threat0.022335978
Severe Toxicity0.023076924
Moderate 0.44039994 Low Con 0.203 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Dude wtf is happening with the first world countries
Dude wtf is happening with the first world countries
Identity Attack0.034300596
Insult0.15698463
Profanity0.5013569
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4402136 Low Con 0.213 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD …
I always find it absolutely nuts and hilarious that people with ethnic names like OLIVEIRA try to call out others that "shouldn't be here" LIKE DUDE YOU GO HOME TOO! 😂 I CAN'T BE TOLD TO (Go back where you came from) AS I AM FBA FAMILY BEEN IN AMERICA SINCE THE 1720'S! HOW ABOUT Y'ALL FAMILIES?!?!? Many whites didn't come to America until they saw the BLACK STATUE OF LIBERTY IN THE LATE 1900's (that's how many Europeans got their citizenship) Lastly, these countries like the US, Canada, and the EU fucks around all in these countries business, overthrow their leaders, destabilizes those countries and then WONDER WHY THERE'S SO MANY IMMIGRANTS COMING! LIKE COME ON AND GET A CLUE, STOP MESSING AROUND WITH THEIR POLITICS AND MAYBE THEY'LL STAY IN THEIR HOME COUNTRIES
Identity Attack0.44690517
Insult0.41530323
Profanity0.18663849
Threat0.018710058
Severe Toxicity0.023599008
Moderate 0.4402136 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as …
This video is aimed and targeted to profile and promote racial hatred. Canada is an immigrant country with diverse ethnic cultures. There are more than 500 mosques and a lot of synagogues, ukrainian churches as well. I cannot believe people are choosing to ignore the fact that a guy spews hatred towards black and brown people. It’s the governments job to take care of the mess they made, you don’t go calling a country’s citizens “they eat poop” white dude. Yes there can be shady people, just like some white shady dudes in LA and NYC. Let’s not forget Peter’s videos on the appalachians of the white lowlifes. A sikh cultural centre is NOT a temple. punjabis are not hindus. If you are taking documentaries atleast take it right, not biased.
Identity Attack0.44690517
Insult0.42367843
Profanity0.29209393
Threat0.020609349
Severe Toxicity0.023317307
Moderate 0.44002727 Constructive 0.534
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The dude on the bike is hilarious lol Saying bellow 70 sub saharans arw bellow down syndrome ppl is crazy work
The dude on the bike is hilarious lol Saying bellow 70 sub saharans arw bellow down syndrome ppl is crazy work
Identity Attack0.42615733
Insult0.40698266
Profanity0.25458565
Threat0.016292779
Severe Toxicity0.023317307
Moderate 0.43720075 Low Con 0.239
Jan 27, 2026 Inside Canada's Indian Invasion...
Polish dude knows ball
Polish dude knows ball
Identity Attack0.2028587
Insult0.16824563
Profanity0.39409557
Threat0.017156094
Severe Toxicity0.023223408
Moderate 0.4269174 Low Con 0.295 Meta_Commentary
Feb 23, 2026 Inside Canada's Indian Metropolis (Brampton)
Tyler didn't fist fight a single black dude in this video. You changed man.
Tyler didn't fist fight a single black dude in this video. You changed man.
Identity Attack0.46028158
Insult0.24928534
Profanity0.20700185
Threat0.06561559
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.234 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Turban dudes, the top fraudsters 😅😅😅
Turban dudes, the top fraudsters 😅😅😅
Identity Attack0.09576365
Insult0.42743355
Profanity0.18909787
Threat0.011974656
Severe Toxicity0.021419114
Moderate 0.4269174 Low Con 0.163 Unverified_Claim
Oct 1, 2025 1 likes IRCC Names India in Study …
That was the nicest racist ever! I like that dude! 💯
That was the nicest racist ever! I like that dude! 💯
Identity Attack0.36702603
Insult0.24928534
Profanity0.18417911
Threat0.043309137
Severe Toxicity0.023692908
Moderate 0.4269174 Moderate Con 0.422 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope you gave all the phone /whatsapp numbers associated to the traffickers to the police my dude. You have balls of steel doing that my god
I hope you gave all the phone /whatsapp numbers associated to the traffickers to the police my dude. You have balls of steel doing that my god
Identity Attack0.035589635
Insult0.27146968
Profanity0.37352943
Threat0.0347677
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.547 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
As a brown dude I find it crazy how white people can’t have their own area free from immigrants
Identity Attack0.5135796
Insult0.25205973
Profanity0.1854088
Threat0.013631714
Severe Toxicity0.022322904
Moderate 0.4269174 Moderate Con 0.427 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
5:27 this is just false hate against Africans. The average IQ in Ghana is 91.40, the crime rate in ghana is 3x lower than US per capita, it goes to show that Africa isn't a …
5:27 this is just false hate against Africans. The average IQ in Ghana is 91.40, the crime rate in ghana is 3x lower than US per capita, it goes to show that Africa isn't a single country like this naive dude thinks it is.
Identity Attack0.40883094
Insult0.36798462
Profanity0.1413768
Threat0.012285355
Severe Toxicity0.020386212
Moderate 0.4269174 Moderate Con 0.44 Unverified_Claim
Feb 24, 2026 1 likes 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.