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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: "Tyler can only do so …" 535 comments · Page 5 of 22
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Thank you Tyler Oliveira for saving The White Race. 🙂 Indians are very dangerous in Canada. 😰
Identity Attack0.5948528
Insult0.36193377
Profanity0.09324962
Threat0.039256934
Severe Toxicity0.023176458
Moderate 0.4977744 Moderate Con 0.409 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
13:47 what's with Tyler doing their accent wtf
13:47 what's with Tyler doing their accent wtf
Identity Attack0.026609946
Insult0.23237456
Profanity0.47435758
Threat0.01052473
Severe Toxicity0.02444411
Moderate 0.4977744 Moderate Con 0.314 Meta_Commentary
Jan 27, 2026 33 likes Inside Canada's Indian Invasion...
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that …
To be fair Ontario is a MAJOR liberal province. They did all this immigration bullshit to themselves! Don’t get me wrong it’s bad in Alberta but not that bad! Makes me happy to see that the blue plates are reaping what they sow. Ps come to Alberta @tyler give ya some more perspective and see why Alberta is separating. This is a huge part of it
Identity Attack0.2816105
Insult0.4196762
Profanity0.48510036
Threat0.01052473
Severe Toxicity0.023927659
Moderate 0.4977744 Constructive 0.528 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Promoting games that sells used data is probably the most pathetic actions of Tyler
Promoting games that sells used data is probably the most pathetic actions of Tyler
Identity Attack0.013144426
Insult0.5130944
Profanity0.22321637
Threat0.007857903
Severe Toxicity0.012054443
Moderate 0.49139655 Low Con 0.223 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
WOOOOOOOOO FUCK YEAH TYLER 🖖
WOOOOOOOOO FUCK YEAH TYLER 🖖
Identity Attack0.010655383
Insult0.40243408
Profanity0.8802007
Threat0.0076119336
Severe Toxicity0.35368225
Moderate 0.4838166 Low Con 0.288
Jan 27, 2026 Inside Canada's Indian Invasion...
GTFO Tyler. Stop monetizing hate in my country. It's people like you that we don't want here. Please do not return to Canada, we don't want you here. An unsubscribe is long overdue.
GTFO Tyler. Stop monetizing hate in my country. It's people like you that we don't want here. Please do not return to Canada, we don't want you here. An unsubscribe is long overdue.
Identity Attack0.29951343
Insult0.47384647
Profanity0.22792831
Threat0.026997874
Severe Toxicity0.023880709
Moderate 0.4838166 Moderate Con 0.446 Call_To_Action
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
This Tyler guy is an agitator. What you don't understand is this; World has moved from Separation to Integration, YOU CANNOT STOP THAT with your racist ideology.
This Tyler guy is an agitator. What you don't understand is this; World has moved from Separation to Integration, YOU CANNOT STOP THAT with your racist ideology.
Identity Attack0.23998553
Insult0.5129801
Profanity0.05393682
Threat0.008556974
Severe Toxicity0.018191293
Moderate 0.4826145 Moderate Con 0.31 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler found the most racist Canadian that exists
Tyler found the most racist Canadian that exists
Identity Attack0.48915586
Insult0.4339631
Profanity0.094219476
Threat0.009126588
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.261
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
9:32 bruh tyler is really doing Fkn Survey ads🤦🏽‍♂️
9:32 bruh tyler is really doing Fkn Survey ads🤦🏽‍♂️
Identity Attack0.027614836
Insult0.25602314
Profanity0.46460027
Threat0.011042561
Severe Toxicity0.03680043
Moderate 0.47886392 Low Con 0.288 Meta_Commentary
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
Tyler you seem to be racist, that country belongs to the indigenous People not the white european canadians and your video is clearly promoting racism. Try and interview the indigenous People and ask them how …
Tyler you seem to be racist, that country belongs to the indigenous People not the white european canadians and your video is clearly promoting racism. Try and interview the indigenous People and ask them how they feel about the white colonialist who stole their country.
Identity Attack0.5135796
Insult0.42367843
Profanity0.054437835
Threat0.009048914
Severe Toxicity0.022064678
Moderate 0.47886392 Moderate Con 0.35 Identity Attack Moral_Argument
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Tyler should have blur that guy face because of the aggression from the Africans 😂😂
Tyler should have blur that guy face because of the aggression from the Africans 😂😂
Identity Attack0.50515604
Insult0.26957804
Profanity0.22542313
Threat0.34804323
Severe Toxicity0.045767322
Moderate 0.47886392 Low Con 0.198 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler Oliveira confirmed racist laughing at racist takes 😂
Tyler Oliveira confirmed racist laughing at racist takes 😂
Identity Attack0.32476485
Insult0.40189892
Profanity0.16171204
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.183 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Did we just watch Tyler getting trafficked through his crotch POV??
Did we just watch Tyler getting trafficked through his crotch POV??
Identity Attack0.025203101
Insult0.3486032
Profanity0.36230123
Threat0.043309137
Severe Toxicity0.023270357
Moderate 0.47119883 Moderate Con 0.341 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank …
Tyler, you did right. You would’ve been nuts to stay in that ‘safehouse’. And make no mistake about it—our government knows EXACTLY what the fuck is going on. As a Canadian, I’d like to thank you for posting this!
Identity Attack0.034042787
Insult0.36798462
Profanity0.5013569
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.45751464 Constructive 0.572 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
You ever see a shark swimming around and he's got a little buddy swimming or suctioned on him? Tyler you are the small bottom feeder ON the bottom feeder, Picking the lowest hanging fruit, following …
You ever see a shark swimming around and he's got a little buddy swimming or suctioned on him? Tyler you are the small bottom feeder ON the bottom feeder, Picking the lowest hanging fruit, following whatever works, however low class it is....You are half a Sociopath, I see you have humanity left.....It's slowly leaving. This content is a net negative for humanity.
Identity Attack0.024198212
Insult0.5130944
Profanity0.09486605
Threat0.010214032
Severe Toxicity0.019095084
Moderate 0.4574824 Moderate Con 0.321 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
7:08 Tyler why tf are you doing interviews in the middle of the street!?😐
7:08 Tyler why tf are you doing interviews in the middle of the street!?😐
Identity Attack0.021083053
Insult0.20901857
Profanity0.43272525
Threat0.011612174
Severe Toxicity0.023599008
Moderate 0.45703048 Low Con 0.283 Meta_Commentary
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
oh hell nah you know its bad for canada when tyler oliveira comes
oh hell nah you know its bad for canada when tyler oliveira comes
Identity Attack0.043581683
Insult0.26957804
Profanity0.4401715
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.45549932 Low Con 0.185 Humor_Satire
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
Nothing wrong with Indians Tyler. Islam is the issue. They are mainly not Islamic
Nothing wrong with Indians Tyler. Islam is the issue. They are mainly not Islamic
Identity Attack0.55044734
Insult0.26957804
Profanity0.13432594
Threat0.01750142
Severe Toxicity0.02416241
Moderate 0.45549932 Low Con 0.279 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler come to Iceland, population 350 000. We are being overrun by Muslims, Vietnamize, and Africans.
Tyler come to Iceland, population 350 000. We are being overrun by Muslims, Vietnamize, and Africans.
Identity Attack0.55044734
Insult0.26957804
Profanity0.058445938
Threat0.013372798
Severe Toxicity0.023076924
Moderate 0.44573322 Low Con 0.299 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The adoption of Mr Beastification of YouTube thumbnails by lying racists like Tyler Oliveira is tragic . No Tim Hortons looks like what you depict in the thumbnail. Tyler , you look part Jewish or …
The adoption of Mr Beastification of YouTube thumbnails by lying racists like Tyler Oliveira is tragic . No Tim Hortons looks like what you depict in the thumbnail. Tyler , you look part Jewish or even part Mexican with those almond shaped eyes and dark features. Before you know it , you’ll be next on the KKK’s menu .
Identity Attack0.3817989
Insult0.4555076
Profanity0.10363861
Threat0.023889944
Severe Toxicity0.023076924
Moderate 0.44039994 Low Con 0.282 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Why would you want to sneak into America , hell nahhh take Australia any day. Sorry Tyler…
Why would you want to sneak into America , hell nahhh take Australia any day. Sorry Tyler…
Identity Attack0.25986546
Insult0.344702
Profanity0.36230123
Threat0.05042134
Severe Toxicity0.023176458
Moderate 0.4402136 Moderate Con 0.324 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Damn Tyler was in Montreal ... Definitely would have chilled
Damn Tyler was in Montreal ... Definitely would have chilled
Identity Attack0.021083053
Insult0.24928534
Profanity0.5013569
Threat0.009540852
Severe Toxicity0.023076924
Moderate 0.4402136 Moderate Con 0.466 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream …
Tyler, I am dual-citizen of both the U.S. and Canada, You need to, or should come up and do more Canadian content, it would blow up so fast, You would be covering what our mainstream news, refuses to cover because they are woke trash. In the U.S., it is Hispanics who are the dominant group, in Canada, it is Indians, We have a lot going on up here.
Identity Attack0.46028158
Insult0.46327567
Profanity0.1110661
Threat0.008039144
Severe Toxicity0.01986976
Moderate 0.44002727 Constructive 0.676 Call_To_Action
Mar 3, 2026 Inside Canada's Indian Invasion...
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Jews, Indians Muslims, Africans, all people Tyler likes to say are bad people and do stories on... what about the white people?.... i think I've realized Tyler might be racist?
Identity Attack0.4931391
Insult0.3388922
Profanity0.096482486
Threat0.010239923
Severe Toxicity0.01896597
Moderate 0.43720075 Moderate Con 0.471 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in last 125 yrs as they are bff with yemen mughals pig god of theirs as mughal mukesh ambaanies adaanies modi shaah doval jaishankar bishnoi yogi Sunak Anita Anand Jeff Patel Chandra Arya Mehta Patels Gupta aggarwals Joshies mittals mehul choksi terrorist actors when British left, they occupied Sikh country as Sikhs stood with white race in world wars 1&2 to help as soldiers in British army
Identity Attack0.5039629
Insult0.48627716
Profanity0.33453682
Threat0.3485223
Severe Toxicity0.44787344
Moderate 0.43720075 Moderate Con 0.357 Identity Attack Unverified_Claim
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.