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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 219 of 1230
they just have low intelligence hahahhahha
they just have low intelligence hahahhahha
Identity Attack0.06658725
Insult0.47384647
Profanity0.1631077
Threat0.010447056
Severe Toxicity0.017158391
Moderate 0.47119883 Low Con 0.178 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I am sick of the Liberals - the lies, the corruption, the laziness, the abuse - they have destroyed this Country. I am embarrased as a Canadian that "this" is the current state of our …
I am sick of the Liberals - the lies, the corruption, the laziness, the abuse - they have destroyed this Country. I am embarrased as a Canadian that "this" is the current state of our country. Ppl who were born in the country, grew up, fought for this country are fast becoming the minority and we are expected to sit back, shut up and take it. I think NOT!
Identity Attack0.28034934
Insult0.5129801
Profanity0.0715894
Threat0.01750142
Severe Toxicity0.017481172
Moderate 0.47119883 Constructive 0.551 Insult Fear_Threat
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
😂😂 lmao wow the guy on the bike 😩lol . If he knew how many black people invented so many things we use.
😂😂 lmao wow the guy on the bike 😩lol . If he knew how many black people invented so many things we use.
Identity Attack0.5135796
Insult0.29855028
Profanity0.25824076
Threat0.017328756
Severe Toxicity0.027833538
Moderate 0.47119883 Moderate Con 0.313 Identity Attack Humor_Satire
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
They can't expect Canadians to have babies when the cost of living is so high . The cost of living is so high due to over taxation . And lack of housing . In my …
They can't expect Canadians to have babies when the cost of living is so high . The cost of living is so high due to over taxation . And lack of housing . In my city, the only houses being built are houses that are worth 375 000 and up . How is a young couple able to afford a home, pay all the bills, buy groceries, own and maintain a vehicle, still afford to have children ? They can't ! We are fcked !!!
Identity Attack0.10699738
Insult0.35849577
Profanity0.47435758
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.528 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
If the whites are at food banks while the Indians have houses and jobs...perhaps have you considered that white people are just lazy and don't want to work? Imagine having white privilege in a settler …
If the whites are at food banks while the Indians have houses and jobs...perhaps have you considered that white people are just lazy and don't want to work? Imagine having white privilege in a settler colonial state and still complaining about immigrants while going to food banks.
Identity Attack0.55044734
Insult0.41767508
Profanity0.14754629
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.483 Identity Attack
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i live in brampton and hate brampton
i live in brampton and hate brampton
Identity Attack0.44690517
Insult0.24928534
Profanity0.2356715
Threat0.0287245
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.388 Personal_Narrative
Oct 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Even if you would pay me to play those dumb cheap $+√p!d game I would refuse and before Ill make 8-9k$/month with this $h!+ lol goodluck ;) ;p
Even if you would pay me to play those dumb cheap $+√p!d game I would refuse and before Ill make 8-9k$/month with this $h!+ lol goodluck ;) ;p
Identity Attack0.017465452
Insult0.4125297
Profanity0.33376193
Threat0.013269233
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.255 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
8:39 They all look similar. Is polish where everyone looks grumpy or blonde. 9:01 They walk around naked said by a naked man😂
8:39 They all look similar. Is polish where everyone looks grumpy or blonde. 9:01 They walk around naked said by a naked man😂
Identity Attack0.25478655
Insult0.26957804
Profanity0.3051381
Threat0.049128212
Severe Toxicity0.02604016
Moderate 0.47119883 Moderate Con 0.303
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Get the poo eaters out
Get the poo eaters out
Identity Attack0.10221587
Insult0.43450394
Profanity0.36225098
Threat0.048158366
Severe Toxicity0.02406851
Moderate 0.47119883 Low Con 0.203 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indians are not the worst, I found them cool, here in France we have the worst, the m.....
Indians are not the worst, I found them cool, here in France we have the worst, the m.....
Identity Attack0.4931391
Insult0.40243408
Profanity0.32479182
Threat0.014738814
Severe Toxicity0.028730227
Moderate 0.47119883 Moderate Con 0.469
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
6:00 DRIVING IS BAD EVERY WHERE COME TO ORLANDO THE i4 HIGHWAY IS KNOW FOR BAD DRIVERS ITS NOT ABOUT RACE. ITS SAD YOU MAKING THIS RACE RAGE BAIT YOU ARE PART OF THE PROBLEM …
6:00 DRIVING IS BAD EVERY WHERE COME TO ORLANDO THE i4 HIGHWAY IS KNOW FOR BAD DRIVERS ITS NOT ABOUT RACE. ITS SAD YOU MAKING THIS RACE RAGE BAIT YOU ARE PART OF THE PROBLEM SMH. YOU ARE THE REASON WHY THEIRS RACE TENSION.
Identity Attack0.2764353
Insult0.36798462
Profanity0.13697
Threat0.020436687
Severe Toxicity0.023270357
Moderate 0.47119883 Moderate Con 0.304
Jan 27, 2026 Inside Canada's Indian Invasion...
Too many Indians too much dishonesty
Too many Indians too much dishonesty
Identity Attack0.5135796
Insult0.40243408
Profanity0.15635987
Threat0.012699619
Severe Toxicity0.023645958
Moderate 0.47119883 Low Con 0.29 Identity Attack
Oct 1, 2025 2 likes IRCC Names India in Study …
ppl doing fraud in canada ?! Wtf where. I never see it. Lmao 😂😂😂😂😂😂😂😂
ppl doing fraud in canada ?! Wtf where. I never see it. Lmao 😂😂😂😂😂😂😂😂
Identity Attack0.25140062
Insult0.3388922
Profanity0.42019588
Threat0.010343489
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.327
Oct 2, 2025 1 likes IRCC Names India in Study …
These khalistanis will destroy your country
These khalistanis will destroy your country
Identity Attack0.5124616
Insult0.24928534
Profanity0.21348765
Threat0.34804323
Severe Toxicity0.03590374
Moderate 0.47119883 Low Con 0.209 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Those people aren't Canadian. They're different nationalities who are "fleeing" their war torn countries that are coming to take over Canada. Canada used to be a wonderful place. But in the past 10 years, Canada …
Those people aren't Canadian. They're different nationalities who are "fleeing" their war torn countries that are coming to take over Canada. Canada used to be a wonderful place. But in the past 10 years, Canada has gone down the shitter. Too much immigration, not enough assimilation. Nobody speaks English anymore, even though Canada is an ENGLISH AND FRENCH SPEAKING COUNTRY. The languages of our ancestors. Learn the language or leave.
Identity Attack0.3817989
Insult0.40243408
Profanity0.40878695
Threat0.010447056
Severe Toxicity0.023364257
Moderate 0.47119883 Constructive 0.523
Sep 10, 2025 Why Canadians Are Turning Against …
If they are here illegally kick em out
If they are here illegally kick em out
Identity Attack0.30103904
Insult0.16266862
Profanity0.17380778
Threat0.54744303
Severe Toxicity0.06101104
Moderate 0.47119883 Low Con 0.205 Threat Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
I'd rather deal with the Indian people serving me coffee at Tim Hortons than the Caucasian-Canadian junkies and crackheads standing outside the Tim Hortons begging me for change.
Identity Attack0.4931391
Insult0.48313886
Profanity0.16031636
Threat0.014566151
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.477 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
The same racism indians are doing to whyte Canadians is the same racism whyte Canadians did to black Canadians, what goes around comes around 😂
The same racism indians are doing to whyte Canadians is the same racism whyte Canadians did to black Canadians, what goes around comes around 😂
Identity Attack0.55044734
Insult0.31740165
Profanity0.062454045
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.36 Identity Attack
Jun 18, 2025 1 likes How Canada broke its immigration …
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl. Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words …
We aren't turning against immigrants...we are turning against a group of poorly behaved entitled ppl. Its bc every time we speak up. They call us racist and Islamophobic. I for one am done. Those words have been used so much that they no longer hold the power They used to. Let them call us what they want. It is time for us to take our country back and make it clear that this crappy behavior will NEVER BE OK. 🤬
Identity Attack0.39334553
Insult0.48627716
Profanity0.22105443
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.47119883 Constructive 0.517 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
5:42 , MUSLIMS, .. he said the truth muslims.. no way muslims invade that country..
5:42 , MUSLIMS, .. he said the truth muslims.. no way muslims invade that country..
Identity Attack0.5135796
Insult0.1798321
Profanity0.12815644
Threat0.055917133
Severe Toxicity0.024350211
Moderate 0.47119883 Low Con 0.259 Identity Attack Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …
Im not … I love y’all … if the roofs on fire 🔥 lol … locust-y way of living … what do y’all think Itll look like in ten years…. Hahaha … 😂 go on …. Canada’s all yours … (watches as the nation they’ve built becomes a rat infested despotic welfare state ) it’s all yours y’all … 😂not a problem … the sooner Canadians accept it the sooner it’ll become a third world country the sooner we can take it back and do what we do … 😂 rescue and restore turds off of the global crap heap and then we put nice bow on them
Identity Attack0.36702603
Insult0.4794537
Profanity0.22889622
Threat0.1366716
Severe Toxicity0.08332442
Moderate 0.47119883 Low Con 0.252 Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Shitjabi Poopjeets ruined Canada forever
Shitjabi Poopjeets ruined Canada forever
Identity Attack0.2846865
Insult0.48627716
Profanity0.39026237
Threat0.04201601
Severe Toxicity0.16960317
Moderate 0.47119883 Low Con 0.229 Identity_Assertion
Jul 8, 2025 2 likes How Canada broke its immigration …
Yeah they choose to send back the ones who is honest never used the systems on government funds . Worked and own there own business for a better lives . And yet the send them …
Yeah they choose to send back the ones who is honest never used the systems on government funds . Worked and own there own business for a better lives . And yet the send them back . But keep the criminals. Is this fair ?? Lawyers only eat your damn money . This is who the stand back good people no criminal records . Lady come on you just heard yourself ? But the many people with no permanent did crimes and get to stay . Unfair .
Identity Attack0.026207991
Insult0.4196762
Profanity0.45190978
Threat0.011819307
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.398 Moral_Argument
Dec 24, 2025 Deportations From Canada at Their …
Just read comments do you think Europeans can assimilate with brown people? Just look at their racism, hatred.
Just read comments do you think Europeans can assimilate with brown people? Just look at their racism, hatred.
Identity Attack0.5135796
Insult0.36798462
Profanity0.09324962
Threat0.009618527
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.217 Identity Attack
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
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...

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.