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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

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

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Active: "What a piece of shit. …" 20 comments
Where the fuck is punjab, you fucking traitorous assholes? Indian government and Indians should never give a flying fuck about these pieces or shit khalistanis. Fucking backstabbing snakes
Where the fuck is punjab, you fucking traitorous assholes? Indian government and Indians should never give a flying fuck about these pieces or shit khalistanis. Fucking backstabbing snakes
Identity Attack0.79850346
Insult0.87506694
Profanity0.94929975
Threat0.35782173
Severe Toxicity0.6532936
Toxic 0.9749944 Low Con 0.112 Identity Attack Insult Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
You are just a racist piece of shit.. last video you went on a anti semetic rant and now this
You are just a racist piece of shit.. last video you went on a anti semetic rant and now this
Identity Attack0.5135796
Insult0.83943826
Profanity0.8117245
Threat0.05559385
Severe Toxicity0.50703704
Toxic 0.96069145 Low Con 0.223 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Why doesn’t matter you racist piece of shit?
Why doesn’t matter you racist piece of shit?
Identity Attack0.47178617
Insult0.87225974
Profanity0.8907955
Threat0.03165977
Severe Toxicity0.45895407
Toxic 0.9563754 Low Con 0.179 Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
All the pathetic whites are disgusting pieces of shit who killed and suppressed the real citizens of the land now known as America. Whites are despicable and pathetic.
All the pathetic whites are disgusting pieces of shit who killed and suppressed the real citizens of the land now known as America. Whites are despicable and pathetic.
Identity Attack0.84706575
Insult0.8987166
Profanity0.78491896
Threat0.44185185
Severe Toxicity0.52891463
Toxic 0.95048624 Low Con 0.253 Identity Attack Insult Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Racist a**holes crying here too much. The guy on the bike was such a piece of shit for saying those Racist stereotyped things. Who tf eats poop, you third grade fails gonna make up whatever …
Racist a**holes crying here too much. The guy on the bike was such a piece of shit for saying those Racist stereotyped things. Who tf eats poop, you third grade fails gonna make up whatever shits y'all want. And ya ofc you incompetent white f*cks are gonna make a hero out of that mf. Someone says good about Indians and y'all have your ass burning. Keep crying, incompetent assholes.
Identity Attack0.6487889
Insult0.8634578
Profanity0.8690192
Threat0.5195707
Severe Toxicity0.6127218
Toxic 0.93383175 Moderate Con 0.318 Identity Attack Insult Threat Moral_Argument
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Liberal party ruined Canada Trudeau is piece of shit
Liberal party ruined Canada Trudeau is piece of shit
Identity Attack0.3817989
Insult0.84251964
Profanity0.79449326
Threat0.020264024
Severe Toxicity0.35184112
Toxic 0.91625386 Low Con 0.185 Insult Policy_Critique
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter …
Whattt!!??? Who is that racist white trash of a man in construction vest insulting Africans. Such a racist piece of shit. Africans are way smarter than any group in the world and definitely way smarter than him. Talking about below 70 iq… how many Africans have you checked their iq and what metrics did you use to check? Your westernized test. May thunder strike down that idiotic fool, stupid ass fuul.
Identity Attack0.6637263
Insult0.8131897
Profanity0.7796426
Threat0.40603778
Severe Toxicity0.50703704
Toxic 0.911035 Low Con 0.262 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The white man saying that Africans have low intelligence is extremely crazy because Africans actually are extremely intelligent. He is just an extremely racist piece of shit
The white man saying that Africans have low intelligence is extremely crazy because Africans actually are extremely intelligent. He is just an extremely racist piece of shit
Identity Attack0.6458014
Insult0.8032227
Profanity0.8186401
Threat0.028897164
Severe Toxicity0.4011458
Toxic 0.911035 Low Con 0.244 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low …
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low life white trash too dumb and poor to have left in the great white flight so he just scapegoats the legacy racial group fro racists. What a piece of shit. That’s why your leaders are replacing you fucks because you can’t do shit.
Identity Attack0.6649212
Insult0.7775208
Profanity0.8089582
Threat0.07629784
Severe Toxicity0.48355904
Toxic 0.90451443 Moderate Con 0.369 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
I figured this racist piece of shit knows how to pander to his audience but man... the AI slop clips are the cherry on top
I figured this racist piece of shit knows how to pander to his audience but man... the AI slop clips are the cherry on top
Identity Attack0.46028158
Insult0.71551245
Profanity0.7809412
Threat0.034422375
Severe Toxicity0.35368225
Toxic 0.8629672 Low Con 0.234 Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look …
Tyler, this is Canada, not your slop ass piece of shit country. We welcome Indians and they are apart of our country. Don't bring your disgusting American slop ass content to our country, you look disgusting and I get secondhand embarrassment watching you try to report here.
Identity Attack0.6458014
Insult0.78882504
Profanity0.6919765
Threat0.03304107
Severe Toxicity0.45895407
Toxic 0.8629672 Moderate Con 0.414 Identity Attack Insult Solidarity
Feb 6, 2026 5 likes Inside Canada's Indian Invasion...
Bro why countries let pieces of shit third worlders invade their countries
Bro why countries let pieces of shit third worlders invade their countries
Identity Attack0.57554024
Insult0.6308392
Profanity0.7246992
Threat0.043309137
Severe Toxicity0.35368225
Toxic 0.8403191 Low Con 0.18 Identity Attack Insult
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Watching Jewish NGOs and Jewish lawmakers and Catholic NGOs flood white countries with brown people is total bullshit. It's demographic warfare on white people. These pieces of shit need to be held accountable
Identity Attack0.6649212
Insult0.65129566
Profanity0.7673477
Threat0.13211988
Severe Toxicity0.35368225
Toxic 0.8364697 Low Con 0.218 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an indian , i left that piece of shit country to be away from india and indians as they are the most uncultured and uneducated people , i will warn u , DO …
I am an indian , i left that piece of shit country to be away from india and indians as they are the most uncultured and uneducated people , i will warn u , DO NOT LET SO MANY INDIANS IN AND DO NOT TURN BEAUTIFUL AND CLEAN COUNTRIES IN INDIA
Identity Attack0.7207808
Insult0.6306599
Profanity0.6321197
Threat0.27637172
Severe Toxicity0.48825464
Toxic 0.83334327 Moderate Con 0.419 Identity Attack Insult Identity_Assertion
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
As a Canadian when is this piece of shit country gonna care about us Canadians again
As a Canadian when is this piece of shit country gonna care about us Canadians again
Identity Attack0.55044734
Insult0.61794597
Profanity0.70864636
Threat0.012026439
Severe Toxicity0.27908814
Toxic 0.7998551 Low Con 0.294 Identity Attack Insult
Sep 11, 2025 Why Canadians Are Turning Against …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the …
Yes ofc Canada like other countries are being used by indian people. And a hell of a lot of them come here to take advantage of Canadian rites!. WTF y u leaving india in the 1st place? There in lies the answer. You people that use/abuse/neglect/ mistreat/ Canadian hospitality are trash, worthless lying scum sucking pukes! Regardless of what Canadian governments say, we will just fine w/o taking criminals,scumbags, worthless pieces of shit. Growing a more populous environment is useless. We don't need more people, we need the people here and now to just do there share in making YOUR country respected. If you cant oblige to that simple respect, GTFO.
Identity Attack0.5135796
Insult0.71120167
Profanity0.57236236
Threat0.04132889
Severe Toxicity0.44787344
Toxic 0.76197964 Moderate Con 0.354 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I was going to write something about shitting in the street maybe increasing in the area and then the piece about someone shitting on a bus came out. Immigration will destroy the Western World.
I was going to write something about shitting in the street maybe increasing in the area and then the piece about someone shitting on a bus came out. Immigration will destroy the Western World.
Identity Attack0.3895355
Insult0.47384647
Profanity0.64657205
Threat0.04524883
Severe Toxicity0.16960317
Moderate 0.6407703 Constructive 0.502 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free …
So basically, they smuggling meal in itself in Canada and Canadian government liberal piece of shit doesn’t do anything that’s how strong country you are. You cannot stop the illegal people and give them free apartments free everything and the debt just doubled in five years.
Identity Attack0.28883415
Insult0.4986907
Profanity0.47435758
Threat0.013372798
Severe Toxicity0.0394905
Moderate 0.54823303 Low Con 0.193 Policy_Critique
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And …
I love how you have all these hit pieces, I’m from Canada and we don’t give a shit if people come from other countries and wanna live here, part of our culture is acceptance. And I don’t think America’s considered the greatest country on earth anymore, especially with current administration.
Identity Attack0.14233272
Insult0.27763805
Profanity0.4596479
Threat0.00933372
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.593 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton …
Canada does not need any student. Canada got enough talent. They let them in so Canada can persuade them to become truck drivers as Canada need lots of truck drivers. All the schools in Brampton and Mississauga are total FRAUD and making money from these students. They should be stopped. I have been to IRCC page and it is extremely easy to let criminals in this country. Forced home invasions, Looting of Beer stores or LCBO. Looting of Jewelry stores. making illegal U turns in and around GTA has become a NORM. Garbage is everywhere. Fireworks is another major problems. They want to do it then do it in India. Don't bring this piece of shit in Canada. We have Canada day and couple others which are celebrated near Downtown Toronto and Niagara Falls. Go and watch. Queen is dead and no reason to have fireworks on stupid Victoria day. Abolish Victoria day or ban fireworks on that day.
Identity Attack0.14233272
Insult0.25205973
Profanity0.026317406
Threat0.011560392
Severe Toxicity0.008964539
Low Tox 0.28674445 Constructive 0.554 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …

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.