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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: "Its not the people who …" 4,268 comments · Page 58 of 171
I hate to say it…. But the natives of Brampton did not sell their message very well. I heard a lot of racism from them. While the Indian people in this video were making sense …
I hate to say it…. But the natives of Brampton did not sell their message very well. I heard a lot of racism from them. While the Indian people in this video were making sense in a lot of their comments…FYI i am a white person living in Brampton. Just calling balls and strikes, no agenda for me.
Identity Attack0.3817989
Insult0.22770336
Profanity0.29456177
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.39669925 Constructive 0.723
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
White/pale people fatigue is REAL
White/pale people fatigue is REAL
Identity Attack0.46028158
Insult0.21602537
Profanity0.15283443
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.329 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
0:51 white people reporting
0:51 white people reporting
Identity Attack0.44690517
Insult0.16266862
Profanity0.12639372
Threat0.022163315
Severe Toxicity0.021548226
Moderate 0.39669925 Low Con 0.244 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
believe it or not you cannot legally buy and carry a knife with the stated purpose of protecting yourself from people. you would face huge legal consequences for that! how insane is canada
Identity Attack0.2846865
Insult0.40243408
Profanity0.05168226
Threat0.027170537
Severe Toxicity0.012207031
Moderate 0.39669925 Low Con 0.262 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the …
If you go to a country better respect the value and culture of the area and assimilate with them and I think Indian mostly does that. Be useful the country or otherwise leave. But the guy on the bike is quite racists nobody east poop but people who don't wash their @$$ after business don't have to give hygienic advice 😂
Identity Attack0.37082586
Insult0.3416952
Profanity0.2366394
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.39644176 Constructive 0.535 Moral_Argument
Feb 4, 2026 Inside Canada's Indian Invasion...
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own …
im in the UK and agree with you guys - Canada is unrecognizable within the last 5 years; mass immigration of low class immigrants, selfish and greedy people - they could live in their own country - if not then integrate into Canada properly like with the UK and New Zealand and Australia and others and contribute better - Am I asking for too much??
Identity Attack0.36702603
Insult0.40243408
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.01302678
Moderate 0.39644176 Constructive 0.695 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
´´I worked... These people don´t work. They work for cash...´´ Literally contradicted himself in the same sentence. Buddy just say you are racist at this point, and stop embarrassing yourself. 😂
Identity Attack0.08004672
Insult0.40243408
Profanity0.07708528
Threat0.008298059
Severe Toxicity0.010604858
Moderate 0.39644176 Low Con 0.2 Humor_Satire
Oct 17, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s …
It’s because some immigration consultants sell the PR. It’s becoming a scam. Canadians don’t even get jobs. Young people don’t even get jobs. And Canada now is has lost its integrity as a country. It’s infested with drug cartels like America, infested with scammers, terrorists war mongerers, car nappers etc, etc, Canada is not the same anymore. Just imagine the government is already taken by other ideologies. The death of the freedom of Canadian soldiers in the wars are already in vain. The morals, integrity, honesty and due diligence. History of Canada should be inculcated in schools. So children of the country will know how Canada became as Canada. It is the freedom to live in peace in honesty in diligence in integrity. For the unit of a society starts from a family. If all of these is not practice, Canada as a country Will be gone. If a country don’t take control of these things, the history of Canada is totally gone.
Identity Attack0.36702603
Insult0.40243408
Profanity0.064458095
Threat0.03407705
Severe Toxicity0.019611536
Moderate 0.39441586 Moderate Con 0.466 Policy_Critique
Nov 20, 2025 Quebec Ends Economic Immigration Program …
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
I can sympathise that people from third world country's lack opportunity but when they come to western countries they take our opportunities ruin our demographics and replicate their failed society's where ever they go
Identity Attack0.45610145
Insult0.2817503
Profanity0.08322773
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.39441586 Constructive 0.517 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent …
The refugees get more money than seniors in pension even tho they worked in Canada and played taxes for 40-50 years. That is sad!!! People just walking across the border claming refugees status or silent seekers get money, housing, eyewear. Healthcare for free. What the f.... is wrong with people running the government .
Identity Attack0.14019285
Insult0.26957804
Profanity0.39409557
Threat0.008738215
Severe Toxicity0.019095084
Moderate 0.39441586 Moderate Con 0.467 Policy_Critique
Jun 29, 2025 How much do refugees and …
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves …
What no one discusses is how incredibly racist Canadians have been towards Indians for the past 100+ years. Small town Canada has never been welcoming to people of color so inevitably immigrants started creating enclaves where they feel safe. Why does every city have a Chinatown? How have Canadians treated Chinese immigrants for the past century? There’s a reason why Richmond and Vancouver have large Chinese populations - because they feel safe in numbers. Whites have created the situation they’re now crying about by being inclusive and racist for decades.
Identity Attack0.46028158
Insult0.27763805
Profanity0.050930742
Threat0.0101363575
Severe Toxicity0.017481172
Moderate 0.39441586 Constructive 0.598 Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
White people complaining after taking land forcefully from the natives 😅
White people complaining after taking land forcefully from the natives 😅
Identity Attack0.46028158
Insult0.16802633
Profanity0.10920923
Threat0.025616571
Severe Toxicity0.019998873
Moderate 0.39441586 Low Con 0.18
Oct 27, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Fantastic. That's how you get after these fraudulent people. Keep going. Canadians are behind you.
Fantastic. That's how you get after these fraudulent people. Keep going. Canadians are behind you.
Identity Attack0.23542951
Insult0.4339631
Profanity0.024541125
Threat0.008582866
Severe Toxicity0.008888245
Moderate 0.39441586 Moderate Con 0.447
Sep 30, 2025 IRCC Names India in Study …
If I were to say I want to live around white people that would be considered racist. And yet here’s Brampton where Indians come to Canada to make an Indian community.
If I were to say I want to live around white people that would be considered racist. And yet here’s Brampton where Indians come to Canada to make an Indian community.
Identity Attack0.46050715
Insult0.24424846
Profanity0.07047026
Threat0.009126588
Severe Toxicity0.016060932
Moderate 0.39441586 Moderate Con 0.426
Nov 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Generally sorry dirty bro u r discriminating 1000 people et sht are frm bihar
Generally sorry dirty bro u r discriminating 1000 people et sht are frm bihar
Identity Attack0.2823795
Insult0.46327567
Profanity0.32658687
Threat0.06690872
Severe Toxicity0.05742428
Moderate 0.39441586 Low Con 0.289 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called …
Isn’t it ironic that the high-IQ white man, or the “Buddy on the Bike,” who’s supposedly intelligent, is riding a bike in the snow? Also, if he were truly that intelligent, why are the so-called “nasty people,” as he referred to Indians, running his hometown? Though I doubt he’s even from Brampton. He’s likely from St. Marys, Ontario. It is one of the most racist towns in Canada. Many individuals there believe that all non-white people are not Canadians, even if they were born in Canada and have been there over four generations. I’m not surprised by the “white trash” remark, as he calls himself. Nor am I surprised by his Nick Fuentes wannabe behavior. As for the American audience, not everybody thinks in terms of race the way y’all do. I think this exported American ideology is affecting people in Canada and the rest of the world.
Identity Attack0.44690517
Insult0.36798462
Profanity0.0961592
Threat0.011249693
Severe Toxicity0.020127986
Moderate 0.39441586 Constructive 0.671 Identity_Assertion
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
White people viewing Indian immigrants unfavourably as if they are indigenous to Canada themselves 😂
Identity Attack0.4830652
Insult0.1711343
Profanity0.0569429
Threat0.0076766624
Severe Toxicity0.014447021
Moderate 0.39441586 Low Con 0.276
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You should go to Amazon warehouse. There is no white people working there. 110% Indian 😂
You should go to Amazon warehouse. There is no white people working there. 110% Indian 😂
Identity Attack0.46028158
Insult0.16897665
Profanity0.12158839
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.39441586 Low Con 0.25 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
I AM SO GLAD TRUMP IS IN OFFICE AND CRACKING DOWN ON MIGRANTS COMING INTO AMERICA. FOR YOU INDIA PEOPLE MOVING INTO ANOTHER COUNTRY AND CULTURE PUTTING STATUES ON SOMEONE ELSES LAND IS DISRESPECTFUL
Identity Attack0.44690517
Insult0.24928534
Profanity0.06796519
Threat0.039602257
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.428 Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
06:45 I can feel this woman’s pain because I know that is what each day feels like for most Black people throughout the world.
06:45 I can feel this woman’s pain because I know that is what each day feels like for most Black people throughout the world.
Identity Attack0.46028158
Insult0.16766082
Profanity0.16031636
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.39231625 Constructive 0.556
Aug 24, 2025 7 likes Why Canadians Are Turning Against …
the way white people are hurt now, it was the same way red indians were hurt when white people occupied and colonised their free country
the way white people are hurt now, it was the same way red indians were hurt when white people occupied and colonised their free country
Identity Attack0.46028158
Insult0.16773392
Profanity0.15724123
Threat0.07323132
Severe Toxicity0.023076924
Moderate 0.39231625 Moderate Con 0.467 Moral_Argument
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Suggesting people want to migrate from canada to the US is like a fat chick telling you she's not intrested when you ask het if she wants a receipt at Burger King
Identity Attack0.27991617
Insult0.40189892
Profanity0.124631
Threat0.006809296
Severe Toxicity0.01483436
Moderate 0.39231625 Moderate Con 0.31 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
And immigrant that say white people are land steeler why your here ?
And immigrant that say white people are land steeler why your here ?
Identity Attack0.46028158
Insult0.24835461
Profanity0.07643871
Threat0.009437286
Severe Toxicity0.016641939
Moderate 0.39231625 Low Con 0.259
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with …
I was born in Toronto in 1985, it was a very different place and a city I was so proud of. Now its garbage, everything of interest has been removed and replaced with condos with people crammed into them. Iv now moved my family (wife and 4 kids) repeatedly to escape immigration. We not live in Peterborough Ont which is about 80% white. Town reminds me of the place i grew up in, but I'm sure we will have to continue further north at some point.
Identity Attack0.3817989
Insult0.39297962
Profanity0.08775374
Threat0.007573096
Severe Toxicity0.015350811
Moderate 0.39231625 Constructive 0.759
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
After this video, more excited to bring around 200-300 more Indians to Canada . Indians will spread over canada and you can't do anything about it haha already i alone got around 130 people and …
After this video, more excited to bring around 200-300 more Indians to Canada . Indians will spread over canada and you can't do anything about it haha already i alone got around 130 people and they have go theirs hopefully Indians will be overtake the racists there
Identity Attack0.44690517
Insult0.28586254
Profanity0.087430455
Threat0.013424582
Severe Toxicity0.019482423
Moderate 0.39231625 Moderate Con 0.447 Identity_Assertion
Jan 27, 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.