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
Active: "This is disgusting, they should …" 355 comments · Page 3 of 15
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩 It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting …
Your thumbnail is racist disgusting 🤮🤮💩💩💩💩💩💩 It is being shown as if it is not Pakistani Muslims but Indian Hindus who are raping Christian girls and converting their religion. Who can be such a disgusting and vulgar person who, for the sake of attention, is portraying other communities who always have to face racism in this manner because no one is going to stop him.
Identity Attack0.57150364
Insult0.6120431
Profanity0.43554106
Threat0.34804323
Severe Toxicity0.45895407
Toxic 0.76523775 Moderate Con 0.383 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because …
It’s funny cause I tell people how bad it is up there. It’s disgusting. Canada literally pays them to move to thru country. When I visited Canada I had a very bad experience there because of all the damn Indians. They’re buying up all the businesses and pushing out white folk and everyone else and only hiring native Indians. They’re disgusting, despicable humans
Identity Attack0.6649212
Insult0.69164425
Profanity0.50818664
Threat0.031314444
Severe Toxicity0.3361876
Toxic 0.76523775 Moderate Con 0.468 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Disgusting hindu's ruined this country.
Disgusting hindu's ruined this country.
Identity Attack0.71720207
Insult0.6675394
Profanity0.39498812
Threat0.13815513
Severe Toxicity0.35515398
Toxic 0.76197964 Low Con 0.232 Identity Attack Insult Identity_Assertion
Aug 31, 2025 Why Canadians Are Turning Against …
i cry everyday , i love people , but the somali and indian race are honestly dirty ,, when youre own country is disgusting , why come here to make our country nasty asf
i cry everyday , i love people , but the somali and indian race are honestly dirty ,, when youre own country is disgusting , why come here to make our country nasty asf
Identity Attack0.7028837
Insult0.6261769
Profanity0.4044591
Threat0.038220957
Severe Toxicity0.35112193
Toxic 0.7570315 Moderate Con 0.395 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
A bunch of Indians moved into my apartment complex. Rude, loud, the food stinks so badly and they walk in the middle of the road blocking cars and they don’t care. Such disgusting people
A bunch of Indians moved into my apartment complex. Rude, loud, the food stinks so badly and they walk in the middle of the road blocking cars and they don’t care. Such disgusting people
Identity Attack0.6458014
Insult0.6798578
Profanity0.38063943
Threat0.03856628
Severe Toxicity0.23225145
Toxic 0.7570315 Moderate Con 0.466 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Putting those digusting Indian idols in Canada is disgusting, disrespectful and disgraceful. They are bringing the curse to Canada.
Putting those digusting Indian idols in Canada is disgusting, disrespectful and disgraceful. They are bringing the curse to Canada.
Identity Attack0.6637263
Insult0.68668073
Profanity0.33141375
Threat0.03165977
Severe Toxicity0.23223428
Toxic 0.75208336 Low Con 0.294 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
All an illegal immigrant has to say is "I'm gay. I'm really really gay! I'm annoyingly gay! I'm disgustingly gay! I'm so gay that goats are safe in and around me, and if I go …
All an illegal immigrant has to say is "I'm gay. I'm really really gay! I'm annoyingly gay! I'm disgustingly gay! I'm so gay that goats are safe in and around me, and if I go back home, they will kill me!!" and Canada will shower them with money.
Identity Attack0.73072165
Insult0.5739874
Profanity0.39409557
Threat0.5195707
Severe Toxicity0.35368225
Toxic 0.7510937 Moderate Con 0.304 Identity Attack Insult Threat Unverified_Claim
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
What is this framing? You're a fascist blaming problems on migrants when the real enemy is the rich and powerful. You're disgusting. I hope you never come back to my country.
Identity Attack0.46028158
Insult0.71551245
Profanity0.2664882
Threat0.053330876
Severe Toxicity0.16960317
Toxic 0.743089 Moderate Con 0.392 Insult Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
These disgusting 💩s continue to spread hatred with their fear mongerings just for few views 🤬
These disgusting 💩s continue to spread hatred with their fear mongerings just for few views 🤬
Identity Attack0.17226285
Insult0.67254376
Profanity0.44613865
Threat0.03235042
Severe Toxicity0.20984669
Toxic 0.743089 Low Con 0.212 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
This is so disgusting. Its largely why we have to shut the border down with Canada. So many parasites.
This is so disgusting. Its largely why we have to shut the border down with Canada. So many parasites.
Identity Attack0.34000012
Insult0.72756535
Profanity0.22542313
Threat0.010809537
Severe Toxicity0.02416241
Toxic 0.73663366 Moderate Con 0.312 Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
In 2023 it was indians EVERYWHERE. Disgusting.
In 2023 it was indians EVERYWHERE. Disgusting.
Identity Attack0.6928741
Insult0.6306599
Profanity0.26614267
Threat0.011612174
Severe Toxicity0.16960317
Toxic 0.73663366 Low Con 0.279 Identity Attack Insult Fear_Threat
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
THIS IS DISGUSTING, BOMB BRAMPTON OR SEND THEM ALL BACK AND BUILD A WALL AROUND IT
THIS IS DISGUSTING, BOMB BRAMPTON OR SEND THEM ALL BACK AND BUILD A WALL AROUND IT
Identity Attack0.23467018
Insult0.49151286
Profanity0.32965264
Threat0.65905607
Severe Toxicity0.35368225
Toxic 0.7308154 Low Con 0.168 Threat Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
stop importing problems. no housing, no doctors, cant afford food... i have an idea.... more people! dumbest sh1t I've ever seen and all so the rich get their cheap labor. disgusting politics.
stop importing problems. no housing, no doctors, cant afford food... i have an idea.... more people! dumbest sh1t I've ever seen and all so the rich get their cheap labor. disgusting politics.
Identity Attack0.10221587
Insult0.69164425
Profanity0.47771472
Threat0.010938995
Severe Toxicity0.11492836
Toxic 0.72028047 Moderate Con 0.329 Insult Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan …
Many Indias are dirty as hell. It's a fact. India is a huge shithole because the Indians that live there turned it into a shithole. They also have no sense for fashion. Here in Japan I can spot a Indian/Pakistani/Bangladesh (more or less all the same) from behind from 20m away by the way the walk and what they wear. But this - in all fairness - applies to all foreigners in Japan, also Europeans and Americans. If highly educated Indians come to your neighbourhood, no worries. But if cheap labour force moves to your town .... well, expect some filthy behaviour and zero self-consciousness regarding their own disgusting behaviour. I don't like cheap labour force from underdeveloped countries because the hever learned how to behave properly.
Identity Attack0.6682205
Insult0.6308392
Profanity0.6001929
Threat0.064645745
Severe Toxicity0.44713756
Toxic 0.718943 Constructive 0.575 Identity Attack Insult Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Disgusting hindus🤮
Disgusting hindus🤮
Identity Attack0.6853638
Insult0.6675394
Profanity0.40878695
Threat0.079364374
Severe Toxicity0.52891463
Moderate 0.6989911 Low Con 0.259 Identity Attack Insult Identity_Assertion
Feb 9, 2026 5 likes Inside Canada's Indian Invasion...
No we don't they are disgusting. And can't drive ppl hate going anywhere close to durka land .the crime the scamers.. we hate the smell they are rude horrible ppl ... crime and scams
No we don't they are disgusting. And can't drive ppl hate going anywhere close to durka land .the crime the scamers.. we hate the smell they are rude horrible ppl ... crime and scams
Identity Attack0.26494437
Insult0.6798578
Profanity0.2882351
Threat0.031314444
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.418 Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
@pwila pjeetpoopeater... His restard brownhole read and understood all the comments graping him and his mom etc...🤣but incoherent copy-paste bot illiterate couldn't form a sentence to reply fast so ran away 🤣 his greped brownhole …
@pwila pjeetpoopeater... His restard brownhole read and understood all the comments graping him and his mom etc...🤣but incoherent copy-paste bot illiterate couldn't form a sentence to reply fast so ran away 🤣 his greped brownhole will comeback after using chatgpt but I will never be here only my channel bio will be, as reply🤣 Not gonna visit this comment section again 🤮🤮🤮 it st!!!nks 👳🏿‍♂️🤡🖕🏻🤡🤮🤮 so disgusting showing their culture in comments 🖕🏻🤡🤮🤮🤮🤮pos resrards Restarteds can get reply from my channel bio though always.
Identity Attack0.2846865
Insult0.6336687
Profanity0.4370703
Threat0.13815513
Severe Toxicity0.45895407
Moderate 0.687436 Low Con 0.257 Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
This video made me vomit twice I cause I can just imagine the smell disgusting 🤢🤮
This video made me vomit twice I cause I can just imagine the smell disgusting 🤢🤮
Identity Attack0.09162762
Insult0.4196762
Profanity0.36230123
Threat0.046541955
Severe Toxicity0.19761463
Moderate 0.687436 Moderate Con 0.446 Fear_Threat
Oct 3, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Disgusting barbaric nation. Padjeheets. Gtfo of Canada.
Disgusting barbaric nation. Padjeheets. Gtfo of Canada.
Identity Attack0.6458014
Insult0.65231085
Profanity0.39409557
Threat0.022335978
Severe Toxicity0.4011458
Moderate 0.6863638 Low Con 0.114 Identity Attack Insult Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
4:08 that's beyond disrespectful and racist and how much a ppl can have hate towards anybody disgusting 🤢
4:08 that's beyond disrespectful and racist and how much a ppl can have hate towards anybody disgusting 🤢
Identity Attack0.2839175
Insult0.5130944
Profanity0.3283819
Threat0.039602257
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.373 Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Brampton is just down the road, and damn its disgusting there
Brampton is just down the road, and damn its disgusting there
Identity Attack0.07921951
Insult0.48313886
Profanity0.64657205
Threat0.010757755
Severe Toxicity0.14126498
Moderate 0.6827122 Moderate Con 0.401 Fear_Threat
Jan 27, 2026 32 likes Inside Canada's Indian Invasion...
Greedy companies and the ultra rich just want endless free labour, no benefits, and attrocious working conditions. NONE of them tried raising wages. Disgusting, despicable garbage
Greedy companies and the ultra rich just want endless free labour, no benefits, and attrocious working conditions. NONE of them tried raising wages. Disgusting, despicable garbage
Identity Attack0.10221587
Insult0.69164425
Profanity0.22522148
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.681338 Low Con 0.234 Insult Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get …
Girl, it's your country. Do you have every right to speak up? And more should, because what's going on, it's disgusting. Don't come over here in Canada and get free bees. I can't even get a doctor from my mother. What the hell I'm disgusted with the government politicians? Actually, I do know. God put governments in place. He didn't put politicians there, and they're all f****** greedy
Identity Attack0.29035977
Insult0.5739874
Profanity0.58072567
Threat0.012854968
Severe Toxicity0.16960317
Moderate 0.681338 Constructive 0.655 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry …
I’m so sick of the Muslims and their bs being here they get 7 grand a month from our government to live free in Canada it’s disgusting when we have our own people poor hungry . These people are ignorant I agree with the African boy your not here to change or ways but adapt to ours
Identity Attack0.6458014
Insult0.62169385
Profanity0.26098207
Threat0.011172019
Severe Toxicity0.16960317
Moderate 0.681338 Constructive 0.536 Identity Attack Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Immagrants that dont care will destroy our environment because they just have no values.. . There country is disgusting , the rivers are polluted , they have a beach called poop beach .
Immagrants that dont care will destroy our environment because they just have no values.. . There country is disgusting , the rivers are polluted , they have a beach called poop beach .
Identity Attack0.60238177
Insult0.6099415
Profanity0.36225098
Threat0.017328756
Severe Toxicity0.16960317
Moderate 0.681338 Moderate Con 0.375 Identity Attack Insult
Aug 27, 2025 Why Canadians Are Turning Against …

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.