Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 69 of 1230
شعب زبي..
شعب زبي..
Identity Attack0.060675595
Insult0.31740165
Profanity0.5724795
Threat0.011793415
Severe Toxicity0.16960317
Toxic 0.71760553 Moderate Con 0.361
Feb 18, 2026 Inside Canada's Indian Invasion...
Mass deportation is what we need!!! Period. And stop letting them in; weak ass liberals 😒.
Mass deportation is what we need!!! Period. And stop letting them in; weak ass liberals 😒.
Identity Attack0.3780483
Insult0.64537907
Profanity0.5013569
Threat0.09776353
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.173 Insult Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Canadians are to soft thats why they are elbows down ass up!.
Canadians are to soft thats why they are elbows down ass up!.
Identity Attack0.49032792
Insult0.5678696
Profanity0.541926
Threat0.030969119
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.2 Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I prefer Indians over your pedos and perverts
I prefer Indians over your pedos and perverts
Identity Attack0.55044734
Insult0.6308392
Profanity0.44431314
Threat0.05203775
Severe Toxicity0.34942797
Toxic 0.71760553 Low Con 0.23 Identity Attack Insult Identity_Assertion
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
"what do Canadian natives think" .... proceeds to interview retarded white people
"what do Canadian natives think" .... proceeds to interview retarded white people
Identity Attack0.7115778
Insult0.6407567
Profanity0.352205
Threat0.013579931
Severe Toxicity0.17926651
Toxic 0.71760553 Low Con 0.246 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro …
Remember, it is Indians that spread disinformation about Muslims that they will not integrate to society and somehow destroyed from within. All these fake accounts on X and Instagram come from India. They make pro is Israeli content. However, when you look at Indians in Canada, look how they transformed a robust city into a shit hole.
Identity Attack0.6007182
Insult0.5935568
Profanity0.59166485
Threat0.033386398
Severe Toxicity0.18232453
Toxic 0.71760553 Moderate Con 0.44 Identity Attack Insult Unverified_Claim
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
LOL.. Who is speaking?. U European monsters, wipped out natives from Australia, Newzeland, CANADA, USA.. All around the globe. U guys did massive genocide, now talking about Invasion of Canada by Indians !!!!!! Murderer Europeans..
Identity Attack0.6649212
Insult0.6261769
Profanity0.27747265
Threat0.2836219
Severe Toxicity0.34981552
Toxic 0.71760553 Low Con 0.266 Identity Attack Insult Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
white cucks crying in comments🤣🤣🤣🤣🤣🤣🤣
Identity Attack0.6007182
Insult0.563347
Profanity0.48510036
Threat0.029587816
Severe Toxicity0.35130173
Toxic 0.71760553 Low Con 0.176 Identity Attack Insult Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high …
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high education levels, strong professional skills, "cannada" allowed the uneducated khalistani, criminal and retarded ones who cant speak basic english shame on tyler olivera for the video thumbnail fu*k you rascist bastard you upload videos the the same platform whose ceo is indian when a country is failing the easiest thing to do is throw a minority group under the bus and put all the blame on them thats what the nazis did thats what trump is doing thats what you are on your way to become 😊 cannada imported the criminals and idiots the indian foreign minister warned the cannadian govt already but the govt policy sucks so yeah to the hell with that
Identity Attack0.6007182
Insult0.6336687
Profanity0.6001929
Threat0.13717735
Severe Toxicity0.45895407
Toxic 0.71760553 Moderate Con 0.335 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Every other country is fighting back. Canadians do a whole lot of complaining with no action to back it up. Canadians need to stop being PUSSIES and do something about this
Every other country is fighting back. Canadians do a whole lot of complaining with no action to back it up. Canadians need to stop being PUSSIES and do something about this
Identity Attack0.44690517
Insult0.6308392
Profanity0.541926
Threat0.009825659
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.263 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in …
BRO! Thanks for covering this f’n abomination! I live a few hours from there and my city’s jobs have been invaded by imported thrd wrld dirty, lazy Ind*@ns! They sh*t and piss in public in front of families, on the beaches, on toilet seats, don’t flush or wash their hands or themselves, they stank up any place they’re in, they’re starting to form clans and sh**ting up neighbourhoods, these are just facts! We are sick and tired of imported low wage labourers taking f’n jobs so that corps can maximize profit! NEVER believe them when they lie and tell you “it’s because the citizens don’t want the jobs”, that’s a load a BS!! White dude on the bike is based af and spitting facts! Deport 70% of them and put a moratorium on immigration NOW!
Identity Attack0.57150364
Insult0.6120431
Profanity0.6242122
Threat0.09623027
Severe Toxicity0.38274905
Toxic 0.71760553 Constructive 0.615 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
We white Canadians don’t hate them enough. The guy on the bike is right about africans though, I worked with lots and they are dumb as rocks.
Identity Attack0.60238177
Insult0.68668073
Profanity0.33376193
Threat0.011974656
Severe Toxicity0.05742428
Toxic 0.71760553 Moderate Con 0.428 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
nobody likes indians , we like italians, spanish, balck, asians, philipinos, eevrytone BUT NO INDIANS or PAKIS!!!!
Identity Attack0.7426507
Insult0.42167732
Profanity0.26735115
Threat0.07323132
Severe Toxicity0.3529199
Toxic 0.71760553 Moderate Con 0.325 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Truck driver here, keep these mf out of my profession and idc. You do U-turns on busy highways and kill people, you deserve to be thrown in a pit
Truck driver here, keep these mf out of my profession and idc. You do U-turns on busy highways and kill people, you deserve to be thrown in a pit
Identity Attack0.11976352
Insult0.5130944
Profanity0.40783462
Threat0.5960661
Severe Toxicity0.35022295
Toxic 0.71760553 Low Con 0.279 Insult Threat Fear_Threat
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Holy crap do the Whites ever stop complaining? Its like their whole culture.
Identity Attack0.60238177
Insult0.5130944
Profanity0.61633086
Threat0.01750142
Severe Toxicity0.20678867
Toxic 0.71760553 Low Con 0.194 Identity Attack Insult Humor_Satire
Sep 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Bro is gust fuked up
Bro is gust fuked up
Identity Attack0.033269364
Insult0.42567953
Profanity0.7809412
Threat0.014048163
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.299 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
4:56 what an smart this guy is. first a generalization that all hindus eat poop is racist and low iq (if he wants to bring up iq) and what about indian muslims/christians? they are more …
4:56 what an smart this guy is. first a generalization that all hindus eat poop is racist and low iq (if he wants to bring up iq) and what about indian muslims/christians? they are more hygenic and does this guy just reject thim cause of their color? muslims and arabs literally are cleaner than most whites. we dont walk with crusty bits of poop in our butt we clean it with a bidet
Identity Attack0.5707127
Insult0.5130944
Profanity0.541926
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.71760553 Moderate Con 0.391 Identity Attack Insult Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Dumb ahh white cucks from Europe to Americas, speed running their own extinction 😂
Identity Attack0.6007182
Insult0.6308392
Profanity0.48510036
Threat0.13532294
Severe Toxicity0.3532795
Toxic 0.71760553 Low Con 0.119 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides …
This whole they dont speak english thing is crap they choose to do it so they can play stupid. Another thing why are we allowing "them " to take driving test in any language besides english or french
Identity Attack0.14875233
Insult0.6099415
Profanity0.542788
Threat0.010654188
Severe Toxicity0.14389864
Toxic 0.71760553 Low Con 0.253 Insult Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
0:13 se who is talking about hygiene . Those Who don’t even know how to wash their ass 😂
0:13 se who is talking about hygiene . Those Who don’t even know how to wash their ass 😂
Identity Attack0.068465814
Insult0.34782293
Profanity0.5188411
Threat0.05559385
Severe Toxicity0.16960317
Toxic 0.71760553 Low Con 0.17 Humor_Satire
Feb 4, 2026 3 likes Inside Canada's Indian Invasion...
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are …
Guy on the bike is definitely naive and also the oldest idiot in Canada. He needs to travel to Africa and see that Johannesburg in South Africa, Addis Ababa in Ethiopia, Abuja in Nigeria are way more beautiful than the Vancouver and Toronto he’s bragging about here in Canada.
Identity Attack0.2783691
Insult0.755201
Profanity0.26603898
Threat0.009955117
Severe Toxicity0.02411546
Toxic 0.71760553 Moderate Con 0.317 Insult Comparative_Framing
Feb 16, 2026 Inside Canada's Indian Invasion...
We’re included because we’ve allowed a complete invasion of Canada. This country is a dump now
We’re included because we’ve allowed a complete invasion of Canada. This country is a dump now
Identity Attack0.08631197
Insult0.49050716
Profanity0.044978045
Threat0.0042478936
Severe Toxicity0.00005283969
Toxic 0.71330714 Fear_Threat
Dec 14, 2025
Canada forces its soliders to pay for their own gear. It's bullshit !!!!!!!!! They have to go !!!! Cansda is fed up and when you push canadians too far, they WILL fight back, i know …
Canada forces its soliders to pay for their own gear. It's bullshit !!!!!!!!! They have to go !!!! Cansda is fed up and when you push canadians too far, they WILL fight back, i know that for a fact !!!
Identity Attack0.28034934
Insult0.5130944
Profanity0.6242122
Threat0.061736204
Severe Toxicity0.19149859
Toxic 0.7105462 Moderate Con 0.356 Insult Call_To_Action
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
5:05 based. Muslims are the worst by far
5:05 based. Muslims are the worst by far
Identity Attack0.7207808
Insult0.48313886
Profanity0.29209393
Threat0.036149003
Severe Toxicity0.21596274
Toxic 0.7105462 Low Con 0.282 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic …
Indian money, students, businesses are keeping the Canadian economy afloat. Deal with it! Dienfranchised Unemployed Impoverished Homeless Anglos on the Dole can take a hike! You have no contribution to the GDP of Canada. Pathetic Whiny Losers!
Identity Attack0.4139151
Insult0.72756535
Profanity0.19032755
Threat0.009540852
Severe Toxicity0.02439716
Toxic 0.7105462 Low Con 0.186 Insult Economic_Argument
Jan 27, 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.