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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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30,738 comments · Page 213 of 1230
I am SO FINISHED with unskilled migrants. Stay out of Canada!!!
I am SO FINISHED with unskilled migrants. Stay out of Canada!!!
Identity Attack0.50515765
Insult0.40243408
Profanity0.048175167
Threat0.03304107
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.396 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
Canadas Flag Canadian Clowns 🤡 Circus 🎪
Canadas Flag Canadian Clowns 🤡 Circus 🎪
Identity Attack0.36702603
Insult0.5130944
Profanity0.114160895
Threat0.007624879
Severe Toxicity0.023076924
Moderate 0.47173777 Low Con 0.173 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
My problem is not why Indians are here. My problem is why there are so many unskilled Indians here who contribute nothing to economy. Immigration is only a problem when you import the most useless …
My problem is not why Indians are here. My problem is why there are so many unskilled Indians here who contribute nothing to economy. Immigration is only a problem when you import the most useless part of the country, otherwise immigration can help country grow.
Identity Attack0.5135796
Insult0.4534306
Profanity0.13256322
Threat0.010084574
Severe Toxicity0.023076924
Moderate 0.47173777 Moderate Con 0.475 Identity Attack Economic_Argument
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find …
It's ABOUT TIME someone starts talking about Indians invading and destroying beautiful places. I'm in the US, in a very affluent area of New Jersey, and we've had to move 3 times because Indians find the beautiful communities, overwhelm them - with too many people in one house, too many loud/unruly children, leaving piles of shoes on doorsteps, using beautiful yards and terraces as junk storage/laundry drying areas, making everything smell and look terrible because they have no class and their food smells permeate other people's homes as well at the outdoor air... They turn luxury developments into Indian slums and nobody's talking about it because they're afraid to sound racist. I have almost every race in my own family. So I KNOW I'm not racist. I just find it intolerable that there aren't more laws in place to protect lovely American communities from being overrun by non-assimilating Indians or any other immigrant population.
Identity Attack0.55044734
Insult0.4378843
Profanity0.19770569
Threat0.11616269
Severe Toxicity0.13599765
Moderate 0.47173777 Constructive 0.745 Identity Attack Fear_Threat
Feb 6, 2026 Inside Canada's Indian Invasion...
Saaar walcom jeet horton now Canda is same #1 great world superpower same like india saaar. Vehicular hamicide, no job for teenagr, only hire indian and destoy business with sabotage and/or incompetents, fraud x10000%, sexul …
Saaar walcom jeet horton now Canda is same #1 great world superpower same like india saaar. Vehicular hamicide, no job for teenagr, only hire indian and destoy business with sabotage and/or incompetents, fraud x10000%, sexul harssment, poop in beach, niagara falls new Ganges, and much much more. Indians: no pros..just cons
Identity Attack0.5039629
Insult0.5129801
Profanity0.36225098
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.47173777 Low Con 0.157 Identity Attack Insult Unverified_Claim
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems …
I don't mind Indians, I live in the UK and it's not them that r**e anything with a hole, including men, if you look up the UK you can see for yourselves who the problems are, I can't post it because they will delete my comment because they are a protected class.
Identity Attack0.46028158
Insult0.37846634
Profanity0.44431314
Threat0.014911477
Severe Toxicity0.051147457
Moderate 0.47173777 Constructive 0.632 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Should be zero immigrants from India and the middle east
Should be zero immigrants from India and the middle east
Identity Attack0.5698139
Insult0.16751462
Profanity0.124631
Threat0.07246469
Severe Toxicity0.03321367
Moderate 0.47173777 Low Con 0.112 Identity Attack Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
09:01 they walked naked while I am in full on clothes on the road. 😂
09:01 they walked naked while I am in full on clothes on the road. 😂
Identity Attack0.048737846
Insult0.082619295
Profanity0.33376193
Threat0.06626215
Severe Toxicity0.02420936
Moderate 0.47173777 Moderate Con 0.395
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
People eating at food banks while these people get money from the goverment I hate this country
People eating at food banks while these people get money from the goverment I hate this country
Identity Attack0.36702603
Insult0.3126888
Profanity0.21348765
Threat0.018537397
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.327 Economic_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
They are hell bent at destroying this country….the citizens voted for this corrupt system
They are hell bent at destroying this country….the citizens voted for this corrupt system
Identity Attack0.09080041
Insult0.40243408
Profanity0.33376193
Threat0.054624002
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.169
Nov 25, 2025 2 likes Thousands of refugees allowed into …
kick them away
kick them away
Identity Attack0.05794714
Insult0.0836065
Profanity0.18786818
Threat0.56065804
Severe Toxicity0.037697118
Moderate 0.47119883 Moderate Con 0.301 Threat
Sep 21, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Sihks are way better than muslims
Sihks are way better than muslims
Identity Attack0.5548181
Insult0.27763805
Profanity0.18294942
Threat0.014220826
Severe Toxicity0.024678862
Moderate 0.47119883 Low Con 0.259 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
SOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO, how many millions did it take to "figure" that shit out that India's "students" has been scamming CAnada since Turdeau stole the elections the first time????????????????????????????????????????????
SOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOOO, how many millions did it take to "figure" that shit out that India's "students" has been scamming CAnada since Turdeau stole the elections the first time????????????????????????????????????????????
Identity Attack0.22935481
Insult0.40243408
Profanity0.41255033
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.214
Oct 12, 2025 IRCC Names India in Study …
I’m sure it’s not Canadian culture but welcome hello but yes liars I was so embarrassed by a tfw ya that’s foreign workers to ask for a job imagine ur kids
I’m sure it’s not Canadian culture but welcome hello but yes liars I was so embarrassed by a tfw ya that’s foreign workers to ask for a job imagine ur kids
Identity Attack0.28034934
Insult0.5130944
Profanity0.08064143
Threat0.007857903
Severe Toxicity0.015350811
Moderate 0.47119883 Moderate Con 0.453 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadians should throw them out . They are a menace
Canadians should throw them out . They are a menace
Identity Attack0.4508763
Insult0.36939126
Profanity0.10982819
Threat0.39416263
Severe Toxicity0.023199933
Moderate 0.47119883 Low Con 0.153 Fear_Threat
Feb 22, 2026 Inside Canada's Indian Invasion...
People should be pissed off, you guy shave way too many liberal politicians running the place there.
People should be pissed off, you guy shave way too many liberal politicians running the place there.
Identity Attack0.07177465
Insult0.43158367
Profanity0.36230123
Threat0.049128212
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.257
Sep 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
I'm from Toronto...thanks for this, man. This is completely accurate. My friend was hom*cided by a Nigerian....but that white dude is hilarious! I can't believe you went to Brampton..!!!!
Identity Attack0.5135796
Insult0.40243408
Profanity0.39409557
Threat0.0824309
Severe Toxicity0.13073033
Moderate 0.47119883 Constructive 0.706 Identity Attack Unverified_Claim
Feb 22, 2026 Inside Canada's Indian Invasion...
All done deliberately don't think this is just another useless clueless liberal...the wef is doing it everyone wake up
All done deliberately don't think this is just another useless clueless liberal...the wef is doing it everyone wake up
Identity Attack0.109318495
Insult0.5130944
Profanity0.117874645
Threat0.008893564
Severe Toxicity0.014059683
Moderate 0.47119883 Low Con 0.194 Insult Unverified_Claim
Feb 26, 2026 43 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
🖕🏻🖕🏻🇮🇳👳🏿‍♂️👳🏿‍♂️🕳️🩸
🖕🏻🖕🏻🇮🇳👳🏿‍♂️👳🏿‍♂️🕳️🩸
Identity Attack0.42615733
Insult0.4339631
Profanity0.37352943
Threat0.061089642
Severe Toxicity0.35368225
Moderate 0.47119883 Low Con 0.256 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
that's atleast a 1000 times better than islamic places btw.you don't see the trash.allowed to film inside the temple.even they allow all religions to enter unlike muslims only allowing muslims in mosques.You are pretending to …
that's atleast a 1000 times better than islamic places btw.you don't see the trash.allowed to film inside the temple.even they allow all religions to enter unlike muslims only allowing muslims in mosques.You are pretending to be blind if you don't see difference.
Identity Attack0.5135796
Insult0.42367843
Profanity0.18171974
Threat0.010032792
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.357 Identity Attack
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Im not indian but That was a very silly comment "this is the homeless non of which are indians". 1. They have strong family values 2. They dont take drugs 3. The odds of them …
Im not indian but That was a very silly comment "this is the homeless non of which are indians". 1. They have strong family values 2. They dont take drugs 3. The odds of them being homeless is slim to none. Instead of bagging them, learn from them and get the pipes out your mouths
Identity Attack0.3043136
Insult0.48228607
Profanity0.30866358
Threat0.06432246
Severe Toxicity0.023176458
Moderate 0.47119883 Moderate Con 0.488
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things …
Punj** these left cast!iest religion and found new, but its effects and ideology is still carried, when such beliefs enter your mind and body, extreme selfishness, corruption, no care for others, extreme pride, these things happen dru* 💊 extortion, how come so many let inside without doing proper police checks, what is happening in this country, as one MP said Rwanda is much safer than 🇨🇦 Punj* and casti est faith will bring no good to any community or Nation Why follow rules when you have no beliefs, so enjoy this life do what ever to make you happy, why care about others, beliefs reincarnation, anyway i am gonna be ant insect or animal when i die, what would such beliefs bring ? This is what extreme selfishness corruption....
Identity Attack0.46028158
Insult0.47273466
Profanity0.39409557
Threat0.34804323
Severe Toxicity0.35368225
Moderate 0.47119883 Moderate Con 0.444 Unverified_Claim
Feb 11, 2026 Inside Canada's Indian Invasion...
Kick them out forget about their food you can learn it online trust me for your good they will bring all their village to make them work take Alf or thir salary they are dogs …
Kick them out forget about their food you can learn it online trust me for your good they will bring all their village to make them work take Alf or thir salary they are dogs not all but must and alsoo racist but always look kind
Identity Attack0.31307843
Insult0.42367843
Profanity0.17334256
Threat0.44942492
Severe Toxicity0.12282934
Moderate 0.47119883 Moderate Con 0.357 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is awful. This video is great but just touches the surface.
Canada is awful. This video is great but just touches the surface.
Identity Attack0.46028158
Insult0.40698266
Profanity0.21673056
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.426
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault …
Bro indians in india can legit buy the fat white guy as a foot rest. I dont think anyone would want to tho. Edit: not his fault tho. Just like how its not my fault for not being able to run as fast as Bolt, its not his fault for being DENSE(not in the physical sense of course, for he is NOT physically dense, for his mass/volume ratio is low-just like his iq)
Identity Attack0.46028158
Insult0.4534306
Profanity0.2659699
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.47119883 Constructive 0.527 Humor_Satire
Feb 19, 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.