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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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30,738 comments · Page 143 of 1230
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Identity Attack0.55044734
Insult0.5678696
Profanity0.17008601
Threat0.05688698
Severe Toxicity0.038593806
Moderate 0.568186 Constructive 0.601 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes 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 …
They allowed the vid back , been living in Brampton 35 years seen it go from nice to trash as soon as it got filled with Indians
They allowed the vid back , been living in Brampton 35 years seen it go from nice to trash as soon as it got filled with Indians
Identity Attack0.5612457
Insult0.48627716
Profanity0.32299677
Threat0.012699619
Severe Toxicity0.13599765
Moderate 0.568186 Moderate Con 0.398 Identity Attack Identity_Assertion
Feb 3, 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 …
CRIMINALS RUNNING EVERY ASPECT OF CANADIAN GOVERNMENT…💩👎
CRIMINALS RUNNING EVERY ASPECT OF CANADIAN GOVERNMENT…💩👎
Identity Attack0.2774022
Insult0.6051471
Profanity0.16822512
Threat0.011456826
Severe Toxicity0.023076924
Moderate 0.568186 Low Con 0.103 Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Deport indian
Deport indian
Identity Attack0.6220118
Insult0.33998606
Profanity0.2253223
Threat0.2857609
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.264 Identity Attack Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
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...
So sick of indians taking advantage of canada.....they have absolutely ruined the trucking, hospitality industries.
So sick of indians taking advantage of canada.....they have absolutely ruined the trucking, hospitality industries.
Identity Attack0.5948528
Insult0.5129801
Profanity0.10920923
Threat0.012285355
Severe Toxicity0.024725812
Moderate 0.568186 Moderate Con 0.306 Identity Attack Insult
Oct 18, 2025 1 likes IRCC Names India in Study …
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...
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...
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...
Everyone in Canada knows Brampton is a shithole and everyone knows why. If we don't have the stomach to take away PR status or deport, at least stop bringing more of them in.
Everyone in Canada knows Brampton is a shithole and everyone knows why. If we don't have the stomach to take away PR status or deport, at least stop bringing more of them in.
Identity Attack0.27914262
Insult0.5362655
Profanity0.46460027
Threat0.023199292
Severe Toxicity0.048457388
Moderate 0.568186 Moderate Con 0.384 Insult
Sep 19, 2025 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 …
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...
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy …
The problem is actually two problems, both are huge, both are ridiculous and both are either cause and or allowed by the federal government: 1. Cutting funding to higher education - this has been policy for the past 5 administrations and seems like a thing in common between the liberal idiots and the conservative idiots. This makes these institutes incentivized to use international students to subsidize Canadian education and their own expansions. 2. The government letting immigration go through such a process. It’s crazy that people who go through this system cannot be vetted more properly.
Identity Attack0.109318495
Insult0.6308392
Profanity0.25824076
Threat0.008686432
Severe Toxicity0.023076924
Moderate 0.568186 Moderate Con 0.382 Insult
Sep 29, 2025 1 likes IRCC Names India in Study …
The guy that's calling India a shithole looks homeless. If Canada is so great, why couldn't he find a place to live and get a job ?
The guy that's calling India a shithole looks homeless. If Canada is so great, why couldn't he find a place to live and get a job ?
Identity Attack0.36803186
Insult0.5145894
Profanity0.5013569
Threat0.008764107
Severe Toxicity0.031420294
Moderate 0.568186 Moderate Con 0.363 Insult Moral_Argument
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Feed up is right , this all started when the RCMP let a fu,,,,,, Indian to wear a Turban with RCMP uniform on …..this is wrong,,, you join a baseball team you wear the uniform,,, …
Feed up is right , this all started when the RCMP let a fu,,,,,, Indian to wear a Turban with RCMP uniform on …..this is wrong,,, you join a baseball team you wear the uniform,,, not you fu,,,, turban. I lot my job to immigrate. In my country,,, I’m a Métis,,I’m not a immigrant.. WTF ???
Identity Attack0.5039629
Insult0.47384647
Profanity0.46460027
Threat0.01698343
Severe Toxicity0.16960317
Moderate 0.568186 Moderate Con 0.424 Identity Attack Identity_Assertion
Sep 9, 2025 Why Canadians Are Turning Against …
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...
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...
9:03 this person literally half naked in the streets and complaining that Indians walk naked in their homes. Wow hypocrisy at it's peak
9:03 this person literally half naked in the streets and complaining that Indians walk naked in their homes. Wow hypocrisy at it's peak
Identity Attack0.4139151
Insult0.4339631
Profanity0.29168049
Threat0.03235042
Severe Toxicity0.0394905
Moderate 0.568186 Low Con 0.234 Moral_Argument
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
The effects of 10 years of Justin Trudeau may never be repaired. Ten years of an underqualified, incompetent pedophile has destroyed this country.
Identity Attack0.08583717
Insult0.6308392
Profanity0.1110661
Threat0.019746035
Severe Toxicity0.023076924
Moderate 0.568186 Low Con 0.193 Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
8:57 yes unc they are dirty but walking naked inside their house is okay when your naked on the street i think?
Identity Attack0.13591312
Insult0.39743927
Profanity0.37653163
Threat0.07016479
Severe Toxicity0.09385906
Moderate 0.568186 Moderate Con 0.399 Question
Feb 19, 2026 Inside Canada's Indian Metropolis (Brampton)
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)
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
White PedoFiles arrived in Canada and Mexico R@ped and targeted indigenous tribes minor girls
Identity Attack0.5913144
Insult0.44464502
Profanity0.3194067
Threat0.13178273
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.222 Identity Attack Unverified_Claim
Feb 28, 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.