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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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Active: "When are you people are …" 4,268 comments · Page 73 of 171
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Identity Attack0.36702603
Insult0.26957804
Profanity0.040158957
Threat0.00746953
Severe Toxicity0.007133484
Moderate 0.3389984 Constructive 0.643
Oct 5, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
PEOPLE BE HATING ABOUT THESE JEETS INVADING BUT THEIR PRETTY CHILL WITH A GREAT SENSE OF HOSPITALITY
PEOPLE BE HATING ABOUT THESE JEETS INVADING BUT THEIR PRETTY CHILL WITH A GREAT SENSE OF HOSPITALITY
Identity Attack0.2463217
Insult0.18355975
Profanity0.1696208
Threat0.025616571
Severe Toxicity0.02258113
Moderate 0.3389984 Moderate Con 0.349 Solidarity
Oct 2, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
“Let’s play a game called how many white people work at this tim hortons” 😂 I’m dead bro. Couldn’t be more real.
Identity Attack0.37655997
Insult0.08831572
Profanity0.11354194
Threat0.11002964
Severe Toxicity0.020515325
Moderate 0.3389984 Moderate Con 0.382 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if …
They have one billion people even worse thier not going to come here and not work so it think it's okay they work they should actual work housing construction and give white people welfare if they have that many people.
Identity Attack0.3817989
Insult0.16195811
Profanity0.0838743
Threat0.01254427
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.34 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will try to stay but most will go. Their options are miserable and likely far worse then in their home countries.
Identity Attack0.23163283
Insult0.34548226
Profanity0.027273865
Threat0.007857903
Severe Toxicity0.006790161
Moderate 0.3389984 Constructive 0.533 Policy_Critique
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with humanity for 2000 years. They fight in very unconventional ways. Soros, Wiseman, Blackrock, Century Initiative, etc They blackmail and corrupt politicians to put in their destructive policies. Divide and conquer. Every western country the same. Different erhnic groups. Weaponized flooding. Use pawns.
Identity Attack0.36942887
Insult0.26957804
Profanity0.08128801
Threat0.064969026
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.41
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Love how he says these people are dirty but he has no shirt on❤😅The Pakistani Guy, the Sikj Guy and the Hindu guy. Just amazing ❤❤❤they said it perfect. ❤
Love how he says these people are dirty but he has no shirt on❤😅The Pakistani Guy, the Sikj Guy and the Hindu guy. Just amazing ❤❤❤they said it perfect. ❤
Identity Attack0.2949366
Insult0.26957804
Profanity0.1719469
Threat0.020091362
Severe Toxicity0.021419114
Moderate 0.3389984 Constructive 0.512
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. …
It’s like being a Canadian Citizen is a crime now talk about immigration they call you racist, go to Tim Hortons, McDonalds, Walmart, or a truck stop you’ll see flip flop drivers 3-4 per truck. Carney is doing squat, just grease your elbows nonsense, bruv can’t even stand for Canadians domestic problems. How can one demographic of people from one nation dominate every work sector.
Identity Attack0.28034934
Insult0.336253
Profanity0.027273865
Threat0.0091524795
Severe Toxicity0.010757446
Moderate 0.3389984 Moderate Con 0.362
Aug 27, 2025 Why Canadians Are Turning Against …
And Canadians voted the same people who did this back into office again. I’m disgusted with my fellow Canadians.
And Canadians voted the same people who did this back into office again. I’m disgusted with my fellow Canadians.
Identity Attack0.32476485
Insult0.25404143
Profanity0.025907494
Threat0.007741391
Severe Toxicity0.008049011
Moderate 0.3389984 Moderate Con 0.431
Jun 19, 2025 9 likes How Canada broke its immigration …
At 15:01, he talks about food equality, but this man is blind to reality. When he reached India, people were being killed for eating beef, and Christian churches, priests, and mosques were attacked... https://www.youtube.com/watch?v=ZmluOfaiv0A
At 15:01, he talks about food equality, but this man is blind to reality. When he reached India, people were being killed for eating beef, and Christian churches, priests, and mosques were attacked... https://www.youtube.com/watch?v=ZmluOfaiv0A
Identity Attack0.36702603
Insult0.15627414
Profanity0.07047026
Threat0.17964768
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.383 Comparative_Framing
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
NE quadrant of Calgary AB, white people rare sight
NE quadrant of Calgary AB, white people rare sight
Identity Attack0.3825363
Insult0.1505596
Profanity0.073529124
Threat0.011689849
Severe Toxicity0.014382465
Moderate 0.3389984 Moderate Con 0.337 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all …
Just saying these videos are probably made to turn people against Indians and shift focus from muslims and Jews just pure propaganda Indians are peaceful and also the highest earning ethnicity in pretty much all big white countries they just wanna turn people against because there’s a growth in their people
Identity Attack0.3817989
Insult0.083359696
Profanity0.12220735
Threat0.019573374
Severe Toxicity0.019095084
Moderate 0.3389984 Moderate Con 0.358 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish …
As a brown person who migrated to Ireland, i can tell you i haven't met, spoken to or hung out with any of the people from my birth country in years. Why? Because, my Irish school mates, my Irish neighbours & Irish colleagues have never made me feel insecure about my color or origins. However in the last five years, some communities like the pakistanis, brazilians & nigerians started creating their ghettos despite the fact that the Irish did not discriminate. They "rule" their ghettos as if they're sovereign territories and do not interact with the Irish, who loves a good banter & socializing. Now the Irish are feeling insecure & one can feel, hear & see the change in attitudes towards immigrants. I fear that in the future i may face the consequences of some other people's decision to stand out instead of mixing. It is quite sad actually!
Identity Attack0.40883094
Insult0.24171697
Profanity0.19893537
Threat0.026652548
Severe Toxicity0.022322904
Moderate 0.3389984 Constructive 0.836 Personal_Narrative
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Why even have an immigration minister. These people clearly have had a mission in mind, make all these failed/fake refugees into citizens for a perpetual Liberal Majority.
Why even have an immigration minister. These people clearly have had a mission in mind, make all these failed/fake refugees into citizens for a perpetual Liberal Majority.
Identity Attack0.2831485
Insult0.31740165
Profanity0.026727317
Threat0.0113014765
Severe Toxicity0.010070801
Moderate 0.3389984 Low Con 0.176 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them in. Carney again wore the turban recentky. That should never happen. What message are été sending to the world. That we do have our own identity anymore.The most surprising is thèse Sikh people have no shame in destroying our country, our history, its root, They are rewriting our history by saying they were hère in the 1900. Bullshit. We started to be Invaded little by little 20 years ago, As long as they can abuse the system, they will keep coming ans have bâbord here. It $$ yo gave baby here. It is so madening to see this.
Identity Attack0.38826546
Insult0.26957804
Profanity0.064458095
Threat0.025961896
Severe Toxicity0.020644438
Moderate 0.3389984 Moderate Con 0.423
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
my indian status card means only native people indians, change the title to immigrant lol
my indian status card means only native people indians, change the title to immigrant lol
Identity Attack0.3817989
Insult0.14331897
Profanity0.10301965
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.3389984 Low Con 0.277
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
Identity Attack0.38246045
Insult0.113185234
Profanity0.07191269
Threat0.06820184
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.109 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people …
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people in who want Khalistan. Theyre the ones who did the air india bombings, theyre the ones who assassinated an Indian female prime minister. Instead of having other Indian ethnicities, youre choosing a more extreme one who wont integrate fully. Most dont even know English., unlike other Indians.
Identity Attack0.4139151
Insult0.19225755
Profanity0.031391226
Threat0.060119797
Severe Toxicity0.016125489
Moderate 0.3389984 Constructive 0.516 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
If a country has so many people that come as a fraud people from that country need to be banned.
If a country has so many people that come as a fraud people from that country need to be banned.
Identity Attack0.2808415
Insult0.29383746
Profanity0.04141149
Threat0.019228047
Severe Toxicity0.011062622
Moderate 0.3389984 Low Con 0.196 Policy_Critique
Oct 1, 2025 8 likes IRCC Names India in Study …
5:05 holy based. we need more people to just spit facts
5:05 holy based. we need more people to just spit facts
Identity Attack0.017967897
Insult0.10148193
Profanity0.22889622
Threat0.03304107
Severe Toxicity0.016964722
Moderate 0.3389984 Low Con 0.3 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
All white people at the food shelters
All white people at the food shelters
Identity Attack0.38246045
Insult0.09416737
Profanity0.08322773
Threat0.015602129
Severe Toxicity0.018449519
Moderate 0.3389984 Moderate Con 0.361 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s crazy because I just got fired for saying another ethnicity had a lower IQ. Say all you want about white people but don’t talk about anything other color.
It’s crazy because I just got fired for saying another ethnicity had a lower IQ. Say all you want about white people but don’t talk about anything other color.
Identity Attack0.3817989
Insult0.16897665
Profanity0.13256322
Threat0.011172019
Severe Toxicity0.012435913
Moderate 0.3389984 Moderate Con 0.421 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We need to have armed immigration officers rounding these people up who have overstayed! STOP THE MADNESS!
We need to have armed immigration officers rounding these people up who have overstayed! STOP THE MADNESS!
Identity Attack0.23239216
Insult0.15343215
Profanity0.04516909
Threat0.3490162
Severe Toxicity0.021290002
Moderate 0.3389984 Low Con 0.253
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Cree here, it’s pretty common belief that we hate Ottawa and the political class for trying colonization 2.0 from the liberals. It seriously fucked over the country with pollution, crime, and opportunities. Many reservations still …
Cree here, it’s pretty common belief that we hate Ottawa and the political class for trying colonization 2.0 from the liberals. It seriously fucked over the country with pollution, crime, and opportunities. Many reservations still don’t have running water but at least we have armed foreigners adding to the human trafficking numbers. I will never forgive or forget what new canada has done to me and my people.
Identity Attack0.14019285
Insult0.24493282
Profanity0.34099978
Threat0.012026439
Severe Toxicity0.016641939
Moderate 0.3389984 Constructive 0.583 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick together with their fellow whites So there’s no nationalism in this country Even though you have Canadian citizenship you will only help someone who has same skin colour like you Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Identity Attack0.3895355
Insult0.23237456
Profanity0.039407436
Threat0.009566744
Severe Toxicity0.014640691
Moderate 0.3389984 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)

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.