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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: "Do what y’all have to …" 89 comments · Page 1 of 4
Wow, y’all are racist fucks
Wow, y’all are racist fucks
Identity Attack0.5135796
Insult0.8390655
Profanity0.90150756
Threat0.026652548
Severe Toxicity0.45895407
Toxic 0.96069145 Low Con 0.185 Identity Attack Insult Moral_Argument
Jan 27, 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...
0:35 exactly y idi Amin gave them 90days to get the fuck out of Uganda in the 70s .., they trade among themselves and used the country’s raw material fuqqing hypocrites
0:35 exactly y idi Amin gave them 90days to get the fuck out of Uganda in the 70s .., they trade among themselves and used the country’s raw material fuqqing hypocrites
Identity Attack0.3817989
Insult0.6370372
Profanity0.759977
Threat0.04524883
Severe Toxicity0.45895407
Toxic 0.88599813 Low Con 0.261 Insult Comparative_Framing
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
5:27 Lmao black people ruin everything. Y'all ain't kings and queens of sh*t 😂😂😂
5:27 Lmao black people ruin everything. Y'all ain't kings and queens of sh*t 😂😂😂
Identity Attack0.7895903
Insult0.6336687
Profanity0.6001929
Threat0.085497424
Severe Toxicity0.45895407
Toxic 0.8778702 Low Con 0.27 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
6:46 holy shit y'all a Indian women who knows the driving rules and follows them. That's a unicorn y'all
6:46 holy shit y'all a Indian women who knows the driving rules and follows them. That's a unicorn y'all
Identity Attack0.5203519
Insult0.5130944
Profanity0.7092837
Threat0.038911607
Severe Toxicity0.42874086
Toxic 0.8540474 Moderate Con 0.422 Identity Attack Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
No gracias no viviría en donde hay indios son muy sucios y racistas aparte feos .
No gracias no viviría en donde hay indios son muy sucios y racistas aparte feos .
Identity Attack0.7895903
Insult0.8012121
Profanity0.39409557
Threat0.04029291
Severe Toxicity0.61260825
Toxic 0.85333383 Moderate Con 0.303 Identity Attack Insult Fear_Threat
Feb 22, 2026 4 likes Inside Canada's Indian Invasion...
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Now Canada is a shit hole thank u liberals for turn our home into the 3rd world thank y
Identity Attack0.5124616
Insult0.6308392
Profanity0.6983885
Threat0.016465442
Severe Toxicity0.34950548
Toxic 0.8115627 Moderate Con 0.31 Identity Attack Insult Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Are they better than the black migrants? Yes. Are they still unwanted? Yes. Y'ALL BROWN PEOPLE GO BACK TO YOUR FUKN HOMELANDS. US WHITIES DON'T WANT YOU HERE ANYMORE (in large numbers). Oh and the …
Are they better than the black migrants? Yes. Are they still unwanted? Yes. Y'ALL BROWN PEOPLE GO BACK TO YOUR FUKN HOMELANDS. US WHITIES DON'T WANT YOU HERE ANYMORE (in large numbers). Oh and the HOT FEMALES UNDER 30 can stay. That is all.
Identity Attack0.7406625
Insult0.6308392
Profanity0.6919765
Threat0.12996206
Severe Toxicity0.45895407
Toxic 0.7998551 Low Con 0.279 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Y'ALL DID NOT VOTE FORMARK CARNEY Y'ALL CAN KICK HIS ASS OUT. HAVE A NICE DAY😅
Identity Attack0.05976611
Insult0.4710501
Profanity0.570067
Threat0.5195707
Severe Toxicity0.21596274
Toxic 0.7510937 Low Con 0.264 Threat Call_To_Action
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your …
Be it foreigners piling into a country or Californians piling into Texas or Florida. Why have all your shit*y policies and customs ruin your country/state only to move somewhere else to try to enforce your sh*t ideas on them? Why? What sense does this make. Ok our policies have ruined this place, sooooo, let's move to that good place and implement our sh*t policies on them.. makes sense to me what's your problem?? Lol D.W.R.
Identity Attack0.41052565
Insult0.5935568
Profanity0.6750904
Threat0.017674083
Severe Toxicity0.23224287
Toxic 0.7308154 Moderate Con 0.337 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
White people y'all gotta start having sex with each other again, otherwise every single one of your countries are going to borrow people from India to keep your local economies moving. WHITE PEOPLE STOP HATING, …
White people y'all gotta start having sex with each other again, otherwise every single one of your countries are going to borrow people from India to keep your local economies moving. WHITE PEOPLE STOP HATING, AND START LOVING AGAIN!!! Or else all y'all's countries gonna look like India
Identity Attack0.57957685
Insult0.44802538
Profanity0.4170448
Threat0.2836219
Severe Toxicity0.35368225
Moderate 0.687436 Moderate Con 0.305 Identity Attack Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world …
How are Africans the dumbest but we make the most things in the world since the beginning of time ? 😂😂😂😂😂😂😂😂 it’s hilarious listening to white ppl . Y’all haven’t created anything in the world but confusion.
Identity Attack0.6458014
Insult0.56997263
Profanity0.39409557
Threat0.012906751
Severe Toxicity0.16960317
Moderate 0.6852916 Low Con 0.191 Identity Attack Insult Identity_Assertion
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
DEMASIADOS HINDUES EN CANADA,,PARECE QUE ESTUVIERAMOS EN LA INDIA,Y NO EN CANADA, LA BANDERA HINDUES ESTA POR TODAS PARTES,SON TERRITORIALES,,HAN DESPLAXADO A LAS OTRAS MINORIAS,Y A LOS PROPIOS CANADIENCES,,EL GOBIERNO TIENE QUE PRONUNCIARSE,,ESTAMOS INVADIDOS POR …
DEMASIADOS HINDUES EN CANADA,,PARECE QUE ESTUVIERAMOS EN LA INDIA,Y NO EN CANADA, LA BANDERA HINDUES ESTA POR TODAS PARTES,SON TERRITORIALES,,HAN DESPLAXADO A LAS OTRAS MINORIAS,Y A LOS PROPIOS CANADIENCES,,EL GOBIERNO TIENE QUE PRONUNCIARSE,,ESTAMOS INVADIDOS POR HINDUES NEGROS Y MUSULMANES,,NO HAY UN BALANCE EN LAS MINORIAS,,
Identity Attack0.6649212
Insult0.563347
Profanity0.15195307
Threat0.027515862
Severe Toxicity0.45895407
Moderate 0.61223894 Moderate Con 0.344 Identity Attack Insult
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Quién invado América nativa ocupada de los judíos sionista masónica 👹 y los ingleses qué ahora quieren invadir todo mundo 😂😂😂😂
Quién invado América nativa ocupada de los judíos sionista masónica 👹 y los ingleses qué ahora quieren invadir todo mundo 😂😂😂😂
Identity Attack0.61901736
Insult0.54471385
Profanity0.22592722
Threat0.057856824
Severe Toxicity0.49295026
Moderate 0.5972042 Low Con 0.19 Identity Attack Insult Unverified_Claim
Feb 13, 2026 Inside Canada's Indian Invasion...
Ba qu'ils aillent au kalistan ils serviront a déstabiliser le kalistan en Inde voilà comment des communautarisme servent des intérêts occidentaux de déstabilisation l'Inde c'est pas le régime de pilote qu'ils arrêtent leurs conneries c'est …
Ba qu'ils aillent au kalistan ils serviront a déstabiliser le kalistan en Inde voilà comment des communautarisme servent des intérêts occidentaux de déstabilisation l'Inde c'est pas le régime de pilote qu'ils arrêtent leurs conneries c'est comme pour l'Iran trop de fouteur de merde dans l'émigration il y a de tout il n'est pas normal que des états accueille des voyous qui détruisent des vie paisible
Identity Attack0.4774257
Insult0.6109131
Profanity0.58072567
Threat0.046541955
Severe Toxicity0.45895407
Moderate 0.57271194 Moderate Con 0.309 Insult Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business …
stop blaming indians ok you guys dont want to earn you just want free foods and free services from govt. and indians who migerate to canada or any other countries they built there own business empire with lots of hard work not like you to ask free food and shelters.. so nvr blame any indian for ur stupid decisions... indians are hard workiing more than you they have capacity pay loans and everything... u guys dont have any things.. than y blaming indians or any other countries coz u didnt survive.. soo mind it.
Identity Attack0.46028158
Insult0.5678696
Profanity0.2687007
Threat0.025443908
Severe Toxicity0.031420294
Moderate 0.5716857 Moderate Con 0.474 Insult Solidarity
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Ils sont tous entassés au Québec Ils prient dans les rues de Montréal. Ils ont tout les priorités. Mais toi qui est née ici tu passe en deuxième. Priorité a l intégrations pour qu ils …
Ils sont tous entassés au Québec Ils prient dans les rues de Montréal. Ils ont tout les priorités. Mais toi qui est née ici tu passe en deuxième. Priorité a l intégrations pour qu ils puissent être bien dans leurs peaux!!!!! Déportation Criss! On ouvre des piquerie pour qu’il puisse se piquer. Résultats plein de zombies qui se chie dans leur pantalon et qui jette leur caleçon plein de marde partout. Dans les bosquets , les parc public, dans les stationnements, dans les escaliers résidentiels Y a pas un endroit où te fait pas demander de l argent! Et avec agressivité. Déportation
Identity Attack0.44690517
Insult0.5739874
Profanity0.58072567
Threat0.07323132
Severe Toxicity0.45895407
Moderate 0.5716857 Moderate Con 0.339 Insult
Sep 9, 2025 Why Canadians Are Turning Against …
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
This is y we need Trump to make Canada the 51st state and bring ICE to take this trash out.
Identity Attack0.051353373
Insult0.58196646
Profanity0.12727508
Threat0.013528148
Severe Toxicity0.01806218
Moderate 0.5532103 Low Con 0.245 Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with …
Tyler, great video. I'm a born African man. Our culture is beautiful. What fluorescent snowbunny vest dude is saying is bullshit of the highest rank!! We do not have low intelligence as the guy with the fluorenscent vest claims!!! We have African brothers and sisters who are basically geniuses. We have that, too, better than whites. Inventions made by Blacks but, the white man wanted the credit so bad for it. That's your story, anything Africans/Blacks create, y'all want to steal and, "make it ours" and you alter history books and other storytelling materials for that. You people have a serious issue and he claims whites as being the good ones? 😂😂 Seriously, this bullshit boils my blood, it makes me sick. No one is good except God! Just because you do not understand another man's culture, it doesn't mean he's of low intelligence. Same language dialects. I can't believe he said such bullshit about my people! Does he mingle with us or know us?! He looks like he's probably stayed in Canada all his life until now. This is pathetic but I know you whites are just afraid and terrified of us. I'll never forget the way we suffered and still are.
Identity Attack0.55044734
Insult0.48484445
Profanity0.48510036
Threat0.06863153
Severe Toxicity0.23225832
Moderate 0.5532103 Constructive 0.654 Identity Attack Moral_Argument
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else …
Indian people taking over and building up and bringing up the economy! Okay! It is making us Canadians say, “too much!” At least you heard the last 4 minutes! But, Whites, Blacc’s and whoever else still left behind competing in an old world and fighting and being indifferent about race still! Yeah Fucc y’all! The Indian people see Brown and sticc to a motive while everyone else fighting! Canadian’s and American’s will doom themselves!
Identity Attack0.5135796
Insult0.46327567
Profanity0.4113413
Threat0.055270568
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.348 Identity Attack
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Problema de consciencia en Respeto Orden Organización Educacion. No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense.. No seas sucio mantén el orden come con …
Problema de consciencia en Respeto Orden Organización Educacion. No Respetan Las Normas de Canadá 🇨🇦en Problema de este país primero son tus costumbre y después eres canadiense.. No seas sucio mantén el orden come con la boca cerrada báñate los olores son muy feos
Identity Attack0.27991617
Insult0.56997263
Profanity0.22562476
Threat0.013010317
Severe Toxicity0.12546301
Moderate 0.509388 Low Con 0.236 Insult Moral_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
India was invaded by Britain, they are invading a British colony. Literally karma Breh😂 the only people there having their land and culture taken are the natives and nun of y’all give af bout them …
India was invaded by Britain, they are invading a British colony. Literally karma Breh😂 the only people there having their land and culture taken are the natives and nun of y’all give af bout them so 🤷‍♀️ The reason mfs are globalist is because of England France Spain , and the Arabs tbh 😂 idk idgaf about that shi everyone’s a hypocrite
Identity Attack0.45610145
Insult0.47384647
Profanity0.34682226
Threat0.023371955
Severe Toxicity0.05025077
Moderate 0.5024724 Low Con 0.289 Comparative_Framing
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
Everyone in these comments are racist af to indians. Indians dont kill or rob people. Y'all march and protest for the people who do those things but when it comes to indians, thats where anti-racism …
Everyone in these comments are racist af to indians. Indians dont kill or rob people. Y'all march and protest for the people who do those things but when it comes to indians, thats where anti-racism stops. Talk about hypocrisy
Identity Attack0.46028158
Insult0.45758462
Profanity0.15195307
Threat0.05753354
Severe Toxicity0.023076924
Moderate 0.4838166 Moderate Con 0.411 Moral_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...
Y’all areeeee so racist, it doesn’t even make sense.
Y’all areeeee so racist, it doesn’t even make sense.
Identity Attack0.293411
Insult0.43450394
Profanity0.22321637
Threat0.0100069
Severe Toxicity0.023076924
Moderate 0.4826145 Low Con 0.201 Moral_Argument
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.