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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

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.

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Active: Tox: 0.5 – 1 4,704 comments · Page 143 of 189
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and …
The problem when you ask any indian about his country India, he says it is superpower nation, and their stupid Modi is their God. They hard to integrate in any society, lack of civic and common sense...fake education, fake work experience..etc
Identity Attack0.50515443
Insult0.5739874
Profanity0.39409557
Threat0.027170537
Severe Toxicity0.08859174
Moderate 0.568186 Moderate Con 0.329 Identity Attack Insult
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO …
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO STAND UP FOR YOURSELF OR COUNTRY. THESE PEOPLE ONLY HAVE RACIST TO GO NO THEY HAVE NOTHING ELSE TO FIGHT WITH. MOST OF THEM ARE DUNNB AS THEY COME. LOOK AT THE COUNTRY THEY COME FROM THEY ARE SHIT HOLES, THESE PEOPLE WHO INVADED OUR COUMTRY DID THID TO THEIR COUNTRY. BIRTH RATE IS A EXCUSE FOR THE INVASION. LESS PEOPLE LESS MEDICAL, LESS EVERYTHING. THIS IS TRUDEAUS AND HIS GOON SQUAD FAULT. THEY NEED TO BE RUN DOWN BE CHARGED WITH TREASON, SINCE THEY LIKE TO MENTION THE COLONIZATION WE SHOULD FOLLOW THE LAWS FOT TREASO THEY USED BACK THEN. DONT LISTEN TO THEM, TELL THEM TO PUT IT WHERE THE SUN DONT SHINE. WE ALL WANT THEM OUT. MOST OF HEM HAVE GOTTEN THEY MONEY FROM ILLEGALS GAINS TO COME HERE. PEOLE HAVE TO QUIT HIREING. HEM, QUIT FUNDING THEM, QUIT GIVING INTO THEM
Identity Attack0.44690517
Insult0.5177041
Profanity0.47001255
Threat0.051391184
Severe Toxicity0.1762085
Moderate 0.568186 Moderate Con 0.4 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
NEVER DO BUSINESS WITH A INDIAN, IN ANY WAY! YOU'VE BEEN WARNED.
NEVER DO BUSINESS WITH A INDIAN, IN ANY WAY! YOU'VE BEEN WARNED.
Identity Attack0.57554024
Insult0.37052566
Profanity0.21024476
Threat0.08856395
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.23 Identity Attack Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
you and your cuck gang crying in comments is so funny lol
you and your cuck gang crying in comments is so funny lol
Identity Attack0.10221587
Insult0.48675314
Profanity0.40929472
Threat0.015947454
Severe Toxicity0.14916596
Moderate 0.568186 Low Con 0.15 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Pemi Gill was that months DEI hire. Useless, overpaid coffee girl!
Pemi Gill was that months DEI hire. Useless, overpaid coffee girl!
Identity Attack0.0233943
Insult0.6308392
Profanity0.11230402
Threat0.008505191
Severe Toxicity0.017803956
Moderate 0.568186 Low Con 0.185 Insult Identity_Assertion
Oct 1, 2025 1 likes IRCC Names India in Study …
I'm tired of all these indians here
I'm tired of all these indians here
Identity Attack0.6320481
Insult0.40243408
Profanity0.26463717
Threat0.050098058
Severe Toxicity0.1597006
Moderate 0.568186 Moderate Con 0.332 Identity Attack Identity_Assertion
Oct 7, 2025 IRCC Names India in Study …
These people are insane!! They kept calling people who wanted to curb immigration "right wing", "racist", "Nazi", "fascists", etc and now all of a sudden they are complaining because of what they government they voted …
These people are insane!! They kept calling people who wanted to curb immigration "right wing", "racist", "Nazi", "fascists", etc and now all of a sudden they are complaining because of what they government they voted for did with immigration? I feel sorry for Black Canadians. Not only did they have to deal with racial discrimination from White Canadians but they just dropped a bomb on them with Indians whose hatred of Blacks is far worse than that of Whites.
Identity Attack0.55044734
Insult0.5270482
Profanity0.1696208
Threat0.07476458
Severe Toxicity0.02425631
Moderate 0.568186 Constructive 0.541 Identity Attack Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send them back to their place of origin; …
People with white skin belong to Europe. They have no connection to this continent. Do to them what they did to the indigenous people of this continent. Send them back to their place of origin; if they refuse, throw them into the nearest ocean.
Identity Attack0.6007182
Insult0.38406035
Profanity0.22723788
Threat0.44942492
Severe Toxicity0.2322463
Moderate 0.568186 Low Con 0.263 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Wait. No one is saying anything about what he said about "the Africans"? Rape is ok and he googled how unintelligent they are? Below what?
Identity Attack0.55044734
Insult0.48627716
Profanity0.28938356
Threat0.29519764
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.26 Identity Attack Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
Identity Attack0.56445944
Insult0.48313886
Profanity0.26802593
Threat0.52199906
Severe Toxicity0.34954423
Moderate 0.568186 Low Con 0.226 Identity Attack Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Letting dirty subhumans in ur country never ends well
Letting dirty subhumans in ur country never ends well
Identity Attack0.4907465
Insult0.5393265
Profanity0.3283819
Threat0.04029291
Severe Toxicity0.109661035
Moderate 0.568186 Low Con 0.223 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
But Indian's are not scammers like africans and Pakistanis 😂😂😂
But Indian's are not scammers like africans and Pakistanis 😂😂😂
Identity Attack0.60238177
Insult0.47630358
Profanity0.2661772
Threat0.011042561
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.184 Identity Attack Unverified_Claim
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
That bike guy is just an honest dude. He’s not even bashing, proof: “All the good white people have moved out, we only have us poor white trash left over.”
That bike guy is just an honest dude. He’s not even bashing, proof: “All the good white people have moved out, we only have us poor white trash left over.”
Identity Attack0.57554024
Insult0.5130944
Profanity0.26607355
Threat0.0130621
Severe Toxicity0.02449106
Moderate 0.568186 Moderate Con 0.471 Identity Attack Insult Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
White people will always hate others 😂
White people will always hate others 😂
Identity Attack0.5983441
Insult0.3388922
Profanity0.25367188
Threat0.020782012
Severe Toxicity0.02514347
Moderate 0.568186 Low Con 0.207 Identity Attack Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
What a clown show. Might as well pull out the turbin dudes in pierres front bench to explain how great our immigration has been. Dump of a country now.
Identity Attack0.10221587
Insult0.6261769
Profanity0.098067984
Threat0.011482717
Severe Toxicity0.018578632
Moderate 0.568186 Low Con 0.141 Insult Identity_Assertion
Feb 20, 2026 LILLEY UNLEASHED: The fall of …
Canada isn’t even sovereign look at there money Clowns 🤡
Canada isn’t even sovereign look at there money Clowns 🤡
Identity Attack0.2772088
Insult0.6308392
Profanity0.13961408
Threat0.008272167
Severe Toxicity0.020386212
Moderate 0.568186 Low Con 0.105 Insult Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
100% We are choking on muslims and indians and they are in the process of taking our country and getting rid of us. The bigger problem is that the government, police, judiciary, media, hospitals, school …
100% We are choking on muslims and indians and they are in the process of taking our country and getting rid of us. The bigger problem is that the government, police, judiciary, media, hospitals, school boards and schools all agree with them and are ready to toss us out with EXTREME PREJUDICE !!!!!!!!!!!! We really really MUST stop this immediately or CANADA, our beloved ancester built CANADA is gone. WE ARE A JUDEO/CHRISTIAN NATION, not Islamic ever ever ever. They are of their father, the devil and there is no truth in either of them. May God and Jesus Christ be with us to bless, protect, guide and forgive us. AMEN
Identity Attack0.6007182
Insult0.4378843
Profanity0.18233459
Threat0.2836219
Severe Toxicity0.21902075
Moderate 0.568186 Moderate Con 0.458 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Wait, did you expect the truth from the CBC, more propaganda from our leftist state broadcaster! Liberalism is a mental disorder!
Wait, did you expect the truth from the CBC, more propaganda from our leftist state broadcaster! Liberalism is a mental disorder!
Identity Attack0.39870077
Insult0.56997263
Profanity0.10116278
Threat0.00823333
Severe Toxicity0.021548226
Moderate 0.568186 Low Con 0.151 Insult
Jul 11, 2018 7 likes How much do refugees and …
No more indians in Canada, Remigration now!
No more indians in Canada, Remigration now!
Identity Attack0.6637263
Insult0.3416952
Profanity0.07934829
Threat0.038220957
Severe Toxicity0.08069076
Moderate 0.568186 Low Con 0.203 Identity Attack Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
That guy on the bike and Africans 😂 wtf man.
That guy on the bike and Africans 😂 wtf man.
Identity Attack0.5039629
Insult0.40243408
Profanity0.5188411
Threat0.014393489
Severe Toxicity0.1597006
Moderate 0.568186 Low Con 0.219 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
people form Punjab are good its the Hindus that are extremely dirty and have no manners and are the most extremist in India.
people form Punjab are good its the Hindus that are extremely dirty and have no manners and are the most extremist in India.
Identity Attack0.57957685
Insult0.5678696
Profanity0.29984993
Threat0.11002964
Severe Toxicity0.23226175
Moderate 0.568186 Constructive 0.515 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are constantly on their phones especially when they're driving. They are a danger to other drivers. This isn't India, please put the damn phone down while driving. If you're going to stay on cmaafa, …
They are constantly on their phones especially when they're driving. They are a danger to other drivers. This isn't India, please put the damn phone down while driving. If you're going to stay on cmaafa, follow our laws. If not, you're more than welcome to go back to your country.
Identity Attack0.44690517
Insult0.47357693
Profanity0.4989438
Threat0.030278467
Severe Toxicity0.067522444
Moderate 0.568186 Constructive 0.52
Jan 27, 2026 Inside Canada's Indian Invasion...
I dont blame them. Too much immigrants and majority of them are illegal and fraud
I dont blame them. Too much immigrants and majority of them are illegal and fraud
Identity Attack0.5698139
Insult0.5145894
Profanity0.11911256
Threat0.008893564
Severe Toxicity0.023692908
Moderate 0.568186 Moderate Con 0.39 Identity Attack Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
The immigration of the people that came here are pissed 😤 because they jumped through hoops. And yes most of the richer people moved
The immigration of the people that came here are pissed 😤 because they jumped through hoops. And yes most of the richer people moved
Identity Attack0.49584505
Insult0.49389273
Profanity0.39842105
Threat0.011741633
Severe Toxicity0.14916596
Moderate 0.568186 Moderate Con 0.389 Personal_Narrative
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, …
If these racist, useless Europeans go back to Europe than Indians, native Canadian, good Europeans & other immigrants can make Canada many times better and prosperous and no racism, no drug’s, no hatred, no violence, safe, secure and welcoming nation. So many Indians in Brampton because they have to live together for safety. They can avoid, racism, hatred, violence that way but still they can’t escape. Now it became favorite place for racist people, racist YouTubers etc. Indians are works in low wage jobs because they are not getting jobs according to their degrees, qualifications they have to do low wage jobs and even getting low wage jobs is very difficult. At least 12% Indians are jobless. Only some Indians help them and that’s why you find some place only indians. You can find many well educated even doctors, master degree engineers etc working in low wage jobs. You can just imagine lives of Those Indians who working with racist Canadians. Many people committed and committing suicide. This is state sponsored racism top to bottom so They are getting no help from anywhere. Canada making billions by international student and that way they getting low wage labourers still those young students getting racism, hatred like they are the problem of all problems of Canada. Racism, discrimination, hatred, violence against Indians is so normalise people don’t even hesitate. Really it’s horrible situation for Indians in Canada. Just look at the comments. Those racist, hateful people will going to get special place in hell. ( plz don’t delete comments.)
Identity Attack0.57150364
Insult0.5543018
Profanity0.13785136
Threat0.013528148
Severe Toxicity0.048457388
Moderate 0.568186 Constructive 0.579 Identity Attack Insult Moral_Argument
Jan 27, 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.