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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

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30,738 comments · Page 234 of 1230
Still better and safer than Muslim migrants
Still better and safer than Muslim migrants
Identity Attack0.55044734
Insult0.24928534
Profanity0.10735235
Threat0.010265815
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.336 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it …
I noticed a lot of these people move to the US and Canada and other countries to get away from their own people and then here they come. A lot of them don't like it or they would have stayed in their own country They are making the US and other countries and to their country They're bringing their same s***** ways to other people's country and cultures and I cannot believe the US and other countries are okay with this It's not just the Indians It's a Arabs the Mexicans the Asians Everybody leaves their country to come to better countries and still do the same s*** It's just crazy to me They should have stayed at home These people are nasty inside and out. 🤔🤨😔😷🤢🤮😡 And we know that white dude is just straight racist. Poor white trash. 👹
Identity Attack0.48915586
Insult0.40420914
Profanity0.40670946
Threat0.01750142
Severe Toxicity0.072789766
Moderate 0.45549932 Moderate Con 0.472 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Even Indians who living here: “we are tired of this curry 💩” 😂😂😂😂😂
Even Indians who living here: “we are tired of this curry 💩” 😂😂😂😂😂
Identity Attack0.38238457
Insult0.36798462
Profanity0.33453682
Threat0.01940071
Severe Toxicity0.027833538
Moderate 0.45549932 Low Con 0.272
Aug 27, 2025 Why Canadians Are Turning Against …
Indian people openly give ads.. Hiring only Indians and the govt has shut their eyes.... Meanwhile young white ppl suffer.. Time to hit the streets
Indian people openly give ads.. Hiring only Indians and the govt has shut their eyes.... Meanwhile young white ppl suffer.. Time to hit the streets
Identity Attack0.5075293
Insult0.25205973
Profanity0.14930901
Threat0.34876925
Severe Toxicity0.024960563
Moderate 0.45549932 Moderate Con 0.327 Identity Attack
Sep 20, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
CARNEY WANTS TO BRING H1B VISA HOLDERS INDIANS TO CANADA SO THEY CAN STEAL CANADIANS JOBS
CARNEY WANTS TO BRING H1B VISA HOLDERS INDIANS TO CANADA SO THEY CAN STEAL CANADIANS JOBS
Identity Attack0.48949075
Insult0.37733194
Profanity0.069969244
Threat0.02803385
Severe Toxicity0.023076924
Moderate 0.45549932 Low Con 0.219
Sep 29, 2025 IRCC Names India in Study …
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to …
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to look. Back to their motherland they have to go, they just lived a free-ride in Canada. As well as being a DEI hire, dark skin = Hire; White Skin, OH NO DON'T HIRE HIM, GOSH NO. Promote to Manager = Dark Skin. WHITE SKIN, NO WAY. Everything is RACIST. Give me a break. White Liberal women, alot of Boomers helping the DEI system, cause their just fruit cakes living in our society working at Job until their 75 or dead. Causing Grief. Everything is planned and now it will end. 3 MILLION PEOPLE, PLACE THEM ON A BOAT AND PUSH THEM OUT IN THE OCEAN.
Identity Attack0.50515765
Insult0.40243408
Profanity0.15283443
Threat0.039602257
Severe Toxicity0.02449106
Moderate 0.45549932 Moderate Con 0.309 Identity Attack
Jan 17, 2026 2.9 million Canadian temporary visas …
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Thanks for shining a light on one of our biggest problems.Bro on the bike is SO right about; at least the Indians/Sikhs over muzzys and africans.
Identity Attack0.55044734
Insult0.36365277
Profanity0.19278693
Threat0.045572113
Severe Toxicity0.03321367
Moderate 0.45549932 Constructive 0.686 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
The people who elected the liberal fucked Canada. Way too late now. Got to live with it or move on. Canada is not what it used to be n can be. Now the city I …
The people who elected the liberal fucked Canada. Way too late now. Got to live with it or move on. Canada is not what it used to be n can be. Now the city I live in has tons of tents n homelessness. Crime, expensive houses, rent n groceries. It makes the rich richer like the corporate companies that can employ cheap labour with little or no benefits. Don’t come to Canada unless you are highly skilled. For ordinary Joe, you have to work 2-3 jobs to afford living here.
Identity Attack0.25817248
Insult0.36798462
Profanity0.44133487
Threat0.011819307
Severe Toxicity0.023317307
Moderate 0.45549932 Constructive 0.535
Jun 28, 2025 1 likes How Canada broke its immigration …
Because the Canadian government is incompetent af 🤦🏼‍♂️
Because the Canadian government is incompetent af 🤦🏼‍♂️
Identity Attack0.36702603
Insult0.5101222
Profanity0.11292298
Threat0.0072753434
Severe Toxicity0.014640691
Moderate 0.45549932 Low Con 0.145 Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Liarables are traitors to Canada
Liarables are traitors to Canada
Identity Attack0.17381613
Insult0.5130944
Profanity0.10797132
Threat0.008013252
Severe Toxicity0.015673593
Moderate 0.45549932 Low Con 0.19 Insult Identity_Assertion
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Amazing that Vassy is defending this ridiculous situation.
Amazing that Vassy is defending this ridiculous situation.
Identity Attack0.006770608
Insult0.5101222
Profanity0.1184936
Threat0.007417747
Severe Toxicity0.0074386597
Moderate 0.45549932 Low Con 0.142 Insult Meta_Commentary
Feb 24, 2026 41 likes 'We do know that there's …
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure …
These all Canadians who called themselves their own forefathers cane from britain,france,spain,Portugal these all are also immigrants and why they are not targeting each other because most are white and Indians are brown that pure racism
Identity Attack0.54996765
Insult0.34032786
Profanity0.057944927
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.45549932 Moderate Con 0.479 Identity Attack Identity_Assertion
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I hate brampton
I hate brampton
Identity Attack0.36873037
Insult0.25007802
Profanity0.26463717
Threat0.015602129
Severe Toxicity0.02116089
Moderate 0.45549932 Moderate Con 0.382 Identity_Assertion
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Jealousy make you more racist 😂
Jealousy make you more racist 😂
Identity Attack0.36702603
Insult0.3470427
Profanity0.18909787
Threat0.018019408
Severe Toxicity0.023076924
Moderate 0.45549932 Low Con 0.228 Humor_Satire
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
Diaper Heads are everywhere invading giving the rest of Indians a bad name
Diaper Heads are everywhere invading giving the rest of Indians a bad name
Identity Attack0.48915586
Insult0.40243408
Profanity0.26600444
Threat0.03373172
Severe Toxicity0.051147457
Moderate 0.45549932 Moderate Con 0.308 Identity_Assertion
Feb 14, 2026 Inside Canada's Indian Invasion...
Find them, boot them, BAN them, AND ban any of their family here in Canada. Enough of Canada becoming Pakistanada.
Find them, boot them, BAN them, AND ban any of their family here in Canada. Enough of Canada becoming Pakistanada.
Identity Attack0.5108175
Insult0.33896056
Profanity0.079025
Threat0.34804323
Severe Toxicity0.02439716
Moderate 0.45549932 Low Con 0.245 Identity Attack
Oct 2, 2025 IRCC Names India in Study …
"Mejor indios que africanos y musulmanes " 😂
"Mejor indios que africanos y musulmanes " 😂
Identity Attack0.57957685
Insult0.37506318
Profanity0.1352073
Threat0.008841781
Severe Toxicity0.16960317
Moderate 0.45549932 Low Con 0.228 Identity Attack Humor_Satire
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
I feel disgusting just passing by that that place and raw indian chaos 🤢🤮
I feel disgusting just passing by that that place and raw indian chaos 🤢🤮
Identity Attack0.41975367
Insult0.3388922
Profanity0.257327
Threat0.019573374
Severe Toxicity0.02383376
Moderate 0.45549932 Moderate Con 0.353 Identity_Assertion
Sep 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Say no to foreign students especially Indian scammers under the name of students
Say no to foreign students especially Indian scammers under the name of students
Identity Attack0.5135796
Insult0.44126466
Profanity0.196476
Threat0.03165977
Severe Toxicity0.02430326
Moderate 0.45549932 Low Con 0.281 Identity Attack
Sep 29, 2025 IRCC Names India in Study …
fight or watch your children suffer for the rest of there lives its simple
fight or watch your children suffer for the rest of there lives its simple
Identity Attack0.07508347
Insult0.08484049
Profanity0.16078159
Threat0.52547425
Severe Toxicity0.09912638
Moderate 0.45549932 Low Con 0.295 Threat Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
bro how racist can you be why is the thumbnail like that
bro how racist can you be why is the thumbnail like that
Identity Attack0.25817248
Insult0.37392882
Profanity0.17520344
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.45549932 Low Con 0.232 Meta_Commentary
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
North Indians be ruining it for every Indian
North Indians be ruining it for every Indian
Identity Attack0.5135796
Insult0.24928534
Profanity0.21348765
Threat0.10696311
Severe Toxicity0.023645958
Moderate 0.45549932 Moderate Con 0.37 Identity Attack
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians have always hated immigrants.
Canadians have always hated immigrants.
Identity Attack0.5274064
Insult0.26957804
Profanity0.104876526
Threat0.010602405
Severe Toxicity0.02116089
Moderate 0.45396814 Low Con 0.286 Identity Attack Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I am a home support worker, who works with those in thier last 6 months of life. I havent gottrn a raise in 8 years. Some if not all immigrants get a subsidy from the …
I am a home support worker, who works with those in thier last 6 months of life. I havent gottrn a raise in 8 years. Some if not all immigrants get a subsidy from the gov as well as their wages. My rent has raised 235 dollars a month in the past year but the immigrants have their rent paid for the the same gov who hasnt given us a raise. My 16 yr old grandaughter was working at subway and an immigrant harrassed her, touched her face, told her how sexy she was a.s that he wanted to have sex with her. And wheb she said she was only 16 yrs ol and he was 38, he said its ok in my culture. Subway did quietly fire him, but made her sign a confidentially clause.
Identity Attack0.2877625
Insult0.2838064
Profanity0.3158166
Threat0.10696311
Severe Toxicity0.02373986
Moderate 0.45396814 Constructive 0.799
Nov 15, 2025 1 likes Why Canadians Are Turning Against …
Don’t worry chap. As a Somali and an African we hate your kind too. Too bad you can’t do anything about our presence.
Don’t worry chap. As a Somali and an African we hate your kind too. Too bad you can’t do anything about our presence.
Identity Attack0.48915586
Insult0.35016364
Profanity0.14930901
Threat0.03373172
Severe Toxicity0.023076924
Moderate 0.45396814 Moderate Con 0.389 Identity_Assertion
Feb 3, 2026 1 likes 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.