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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 #}

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Active: "So for all the racists …" 1,070 comments · Page 30 of 43
Had fellow college students that have literally told me that they aren't here to learn and are here to just finish the college program to get a job because they would earn more doing any …
Had fellow college students that have literally told me that they aren't here to learn and are here to just finish the college program to get a job because they would earn more doing any job in Canada than in India. India work market is saturated because of the population and wages are low. The Canadian government use them because they pay triple for schooling that's it. These Indians are racist and don't accept other cultures. They stick to themselves and are on video calls with each other every second of the day including while they're driving and working. Its creating a huge problem in the job market especially getting any minimum wage job. I hope they would go back because they're doing so much damage
Identity Attack0.46028158
Insult0.34237885
Profanity0.07514556
Threat0.00967031
Severe Toxicity0.01825585
Moderate 0.38811707 Constructive 0.617 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. …
This country has become a JOKE. Scared to be called racist, scared to be called transphobic, scared to be called Islamophobic, scared to be Canadian, if that even means anything anymore. We know it doesnt. Over a decade of liberal leadership has canada looking like a 3rd world country in decline. 🤢🤮 if they want it some much, let them have it. They will have to do it with out lands custodians that made it possible. Let them lay railways in their sandals in the snow for 100 years.
Identity Attack0.37152436
Insult0.36798462
Profanity0.04592061
Threat0.010369381
Severe Toxicity0.018320406
Moderate 0.38811707 Moderate Con 0.359 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. …
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. The list goes on. We all grew up with immigrants, this country has always welcomed immigration. It’s our culture. Nobody was ever racist back in the day. Every classroom was multicultural and everyone played together. But this!… this is something completely different.
Identity Attack0.11396073
Insult0.4339631
Profanity0.026454043
Threat0.006537435
Severe Toxicity0.0074005127
Moderate 0.38811707 Constructive 0.588 Unverified_Claim
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Identity Attack0.37292135
Insult0.36939126
Profanity0.037904397
Threat0.009644418
Severe Toxicity0.011291504
Moderate 0.38601747 Moderate Con 0.481 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free …
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free health care in Canada call me racist I don't care.
Identity Attack0.41052565
Insult0.33154017
Profanity0.045419596
Threat0.011353259
Severe Toxicity0.017481172
Moderate 0.38434127 Constructive 0.564 Economic_Argument
Feb 26, 2026 136 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Kenny's assesment is that everyone is racist.
Kenny's assesment is that everyone is racist.
Identity Attack0.3043136
Insult0.36798462
Profanity0.07449899
Threat0.0073918556
Severe Toxicity0.012359619
Moderate 0.3827457 Low Con 0.282 Meta_Commentary
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, skilled people; race doesn't matter, even that nurse guy should be deported. Don't allow any indian asylum seekers because India is poor, not as bad as a war-ridden country only allow doctors, engineers, and scientists, and businessmen with a master's degree, and don't allow Punjabi guys, they are less educated and quite erratic. Please check if they have any criminal history, and this applies to all immigrants who are not from Europe or Southeast Asia, etc You guys don't need indian truckers and janitors. pls don't be racist. Remember, 15% of all Canadian doctors are indian
Identity Attack0.46028158
Insult0.30326313
Profanity0.075792134
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.616
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want …
Canadians turning against Indians because they have government preferences, taking over housing and jobs in every type of business. They are changing the face of Canada and forcing us into CanIndia. Canadians do not want to be forced to live the lifestyle they left behind in India. Enough is enough !!!!!!!!!!!! I am becoming racist at the age of 80 and I do not like having to say that.
Identity Attack0.43896464
Insult0.24928534
Profanity0.02522431
Threat0.010343489
Severe Toxicity0.015931819
Moderate 0.3827457 Constructive 0.587 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers and then migrate. But it is the governments' responsibility to take care of their own country's demographics and policies. Yet racists string up the hardworking immigrants with the low quality hooligans. Even though the immigrants dont want any trouble but live their life peacefully. Shame.
Identity Attack0.37953663
Insult0.34782293
Profanity0.027137227
Threat0.008505191
Severe Toxicity0.012283325
Moderate 0.3811502 Constructive 0.543 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You see, it was never about us being racist. it was about 3rd world people outbreeding us and bringing wages down, cost of living up! The system has been doing this to us whities for …
You see, it was never about us being racist. it was about 3rd world people outbreeding us and bringing wages down, cost of living up! The system has been doing this to us whities for more than 50 years! But oh no! Don't be racist!!!!
Identity Attack0.39773783
Insult0.26957804
Profanity0.0741757
Threat0.008815889
Severe Toxicity0.015544481
Moderate 0.3811502 Moderate Con 0.439 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You are not a racist !! The Liberals is killing the camada culture , our young kids can't even get a summer job !! Enough is enough
You are not a racist !! The Liberals is killing the camada culture , our young kids can't even get a summer job !! Enough is enough
Identity Attack0.31015682
Insult0.2817503
Profanity0.052183274
Threat0.08089764
Severe Toxicity0.016254602
Moderate 0.3811502 Moderate Con 0.428
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Identity Attack0.28034934
Insult0.23704576
Profanity0.08581402
Threat0.13815513
Severe Toxicity0.020644438
Moderate 0.37955463 Low Con 0.284 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Drinking with a pinky raised is racist
Drinking with a pinky raised is racist
Identity Attack0.30103904
Insult0.26957804
Profanity0.22562476
Threat0.012181788
Severe Toxicity0.023076924
Moderate 0.37955463 Low Con 0.191 Humor_Satire
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
holy racist comment section
holy racist comment section
Identity Attack0.18158256
Insult0.27763805
Profanity0.10116278
Threat0.008427517
Severe Toxicity0.017481172
Moderate 0.37955463 Low Con 0.259 Meta_Commentary
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
Identity Attack0.44690517
Insult0.27969417
Profanity0.08064143
Threat0.011120236
Severe Toxicity0.017158391
Moderate 0.37751234 Constructive 0.542 Identity_Assertion
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Don’t that bike being so racist 😂
Don’t that bike being so racist 😂
Identity Attack0.2795294
Insult0.24424846
Profanity0.16171204
Threat0.0103175985
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.244 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
i can ignore how racist tyler is. its not investigation anymore. if someone is openly being racist and u are promoting it, then its bad
i can ignore how racist tyler is. its not investigation anymore. if someone is openly being racist and u are promoting it, then its bad
Identity Attack0.16993292
Insult0.36798462
Profanity0.060951006
Threat0.008466354
Severe Toxicity0.011291504
Moderate 0.37751234 Low Con 0.204 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just …
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just living life..im ok with that as long as their not criminals
Identity Attack0.40447855
Insult0.30326313
Profanity0.0715894
Threat0.010757755
Severe Toxicity0.015867263
Moderate 0.37751234 Constructive 0.684 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Your not human if your not racist. People act like its a bad thing
Your not human if your not racist. People act like its a bad thing
Identity Attack0.18546575
Insult0.3388922
Profanity0.13785136
Threat0.012181788
Severe Toxicity0.016771052
Moderate 0.37751234 Low Con 0.267 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly racist. But on the other hand, so many woke types don’t even want to admit the problem. They also don’t want to talk about how the government is complicit. Every nation has a right to define itself, and how much immigration it wants, and how that immigration happens. It is beyond ridiculous to not speak the primary language of the country you emigrate to. But why say weird shit like indians eat shit?? Or that 1.5 billion people are all the same? The rationale behind early immigration was to be very tough and selective about who enters and lives here. They welcomed students because it brought in a lot of revenue so that’s a win-win, but to LIVE they had to prove they were an asset to the community. Now the whole thing is manipulated. You don’t have proper vetting for the students because of fake colleges that just want to make money. You don’t have proper limits on immigration and criteria for jobs/skills because companies want to make money. Politicians just do whatever strategy gets votes. But for some reason people either only get woke about the positives of Indian immigrants or only negative, sometimes racist about them. It’s fair to acknowledge that rampant, unchecked immigration ruins the culture. Like Indian driving culture is fucking terrible. You don’t want to bring that shit over. You can also acknowledge that early immigrants and their kids are often completely American/Canadian, from their native language, accents, education, references etc. And that Indians are generally a low-crime, high-employment, high-tax-paying immigrant group. And we ALSO acknowledge that that’s changing because of the type/number of people coming in, and the financial and political incentives which support it. It causes valid resentment. These fucking human smuggling rings are real af. Wokies don’t ever talk about it. But I wish we could have this conversation without the racism.
Identity Attack0.10221587
Insult0.40243408
Profanity0.10240069
Threat0.008764107
Severe Toxicity0.010681152
Moderate 0.37751234 Constructive 0.746 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
Bro used to be funny, now he's just openly racist
Bro used to be funny, now he's just openly racist
Identity Attack0.31015682
Insult0.2838064
Profanity0.14049543
Threat0.009256045
Severe Toxicity0.016512826
Moderate 0.37751234 Low Con 0.286 Meta_Commentary
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
" They're real racist towards African-Americans."
" They're real racist towards African-Americans."
Identity Attack0.44690517
Insult0.24928534
Profanity0.096805766
Threat0.01086132
Severe Toxicity0.015221698
Moderate 0.37751234 Low Con 0.279 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
ALL THE RACISTS ARE ASSEMBLED HERE. IT IS ONE THING TO STAND AGAINST ILLEGALS BUT PASSING RACISTS COMMENT ALONG WITH IT IS WRONG.
ALL THE RACISTS ARE ASSEMBLED HERE. IT IS ONE THING TO STAND AGAINST ILLEGALS BUT PASSING RACISTS COMMENT ALONG WITH IT IS WRONG.
Identity Attack0.30256465
Insult0.34782293
Profanity0.03765389
Threat0.008841781
Severe Toxicity0.013091337
Moderate 0.37751234 Low Con 0.284 Moral_Argument
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
It's crazy that that city worker in the beginning was afraid to share literal facts about demographic changes in her city, for fear of, what, being called racist?? It's so insane! Facts, numbers, statistics cannot …
It's crazy that that city worker in the beginning was afraid to share literal facts about demographic changes in her city, for fear of, what, being called racist?? It's so insane! Facts, numbers, statistics cannot be racist. Racism comes from opinions. Not facts. When were scared to state indisputable facts, that is a huge problem! 3:39
Identity Attack0.11512129
Insult0.27146968
Profanity0.12374964
Threat0.010291707
Severe Toxicity0.016641939
Moderate 0.37751234 Constructive 0.699 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Identity Attack0.38699543
Insult0.24928534
Profanity0.09324962
Threat0.011922873
Severe Toxicity0.01935331
Moderate 0.37751234 Low Con 0.212 Humor_Satire
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.