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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: "I am not a huge …" 168 comments · Page 2 of 7
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing …
Greetings from Mumbai -India I completely agree that with the resurge of the Indian Right Wing -our RECENT Indian immigrants are making a HUGE MISTAKE by building only a *Indian Society* inside Brampton,Canada & refusing to assimilate which is *really really stupid* Truth is that Indians family system *over time* will /has OVERWHELMED the white skinned systems in economics,savings,wealth accumulation etc and naturally OVER TIME the white settlers will get replaced by fitter, better equipped races & maybe *co-habitation,acceptance* will only delay the ending ?
Identity Attack0.47178617
Insult0.42367843
Profanity0.33453682
Threat0.032005094
Severe Toxicity0.026936848
Moderate 0.4398409 Constructive 0.615
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Immigration in Canada is a huge problem and I find a problem with Muslims and Indians is they don't amalgamate into society and expect everything to be given to them.
Identity Attack0.55011386
Insult0.26957804
Profanity0.06946823
Threat0.009592636
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.614 Identity Attack
Aug 27, 2025 Why Canadians Are Turning Against …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, …
You claim not to be racist, yet you zoom in on a man wearing slides as if he’s committing a crime? You cut to videos of only filthy street food and people doing disgusting things, generalizing an entire country based on hateful reels that I know you make as well. This adds fuel to the fire. By your logic, you probably live in a crack den, surviving on canned beans and food I wouldn’t even feed my farm animals, doped up on speed, living the American dream? I should make a video showing Tyler Oliveira’s homeland and cut to montages of Kensington, Philadelphia, Skidrow, and all those poor homeless communities you visit and antagonize for views and money. I should show all the weirdos that you know wander the streets of the country you call home, hurting and killing people in the name of beef or some ridiculously moronic bullshit. At least I don’t have to worry about getting shot or kidnapped by masked men in my country, but go on, bro, focus on the poop slingers and beggars. I’m absolutely not against you making videos on such topics, highlighting the abuse of the immigration system in both countries is important and above that, is your right to express yourself or report on. However, adding these unwanted tangents for clout and view baiting is not the definition of “independent journalism” that you claim to do. I was a huge fan of yours, but ever since you started making content about immigrants in New York City, you’ve gone down a very dark path. I hope you reflect on your actions and reconsider your outlook on the world.
Identity Attack0.12556632
Insult0.44126466
Profanity0.1308005
Threat0.02613456
Severe Toxicity0.023076924
Moderate 0.42349213 Constructive 0.686 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
KAIR and other organizations afiliated to the muslim brotherhood should be labeled terrorist organizations and banned as they are in Saudi Arabia, UAE or Jordan. They are a huge threat to the West
KAIR and other organizations afiliated to the muslim brotherhood should be labeled terrorist organizations and banned as they are in Saudi Arabia, UAE or Jordan. They are a huge threat to the West
Identity Attack0.46028158
Insult0.24928534
Profanity0.10116278
Threat0.13650303
Severe Toxicity0.023076924
Moderate 0.39669925 Low Con 0.205 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
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...
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. …
Immigration frauds and scams have reached such unprecedented scale that it simply destroyed the dreams of good affordable life in Canada for those who worked hard for so many years and never broke the law. Honestly finally fails against the frauds, liars, corrupt people, criminals and money launders. No doubt the process of scams has involvement of corrupt politicians, business owners, real estate developers, money launders and criminals. Instead of growing a self sustainable country the incompetent corrupt politician assisted mass illegal immigration scams as a cheap way to make money to grow GDP, but costly people in a huge way in ways more bad quality unaffordable life with future marred with corruption everywhere
Identity Attack0.22063516
Insult0.4339631
Profanity0.03715288
Threat0.0086087575
Severe Toxicity0.012130737
Moderate 0.39669925 Moderate Con 0.464
Dec 25, 2025 Deportations From Canada at Their …
We need to have away to set a date and away for everyone to know and to all have a huge protest to make them feel uncomfortable enough to push them out especially the Muslims …
We need to have away to set a date and away for everyone to know and to all have a huge protest to make them feel uncomfortable enough to push them out especially the Muslims who are radical
Identity Attack0.46028158
Insult0.21135417
Profanity0.11168506
Threat0.09623027
Severe Toxicity0.023076924
Moderate 0.39021665 Moderate Con 0.355 Call_To_Action
Nov 21, 2025 Thousands of refugees allowed into …
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...
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed …
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed here aren't young anymore They made themselves dependent on immigration and it turns out that a good chunk of this planet is out of Indians
Identity Attack0.46028158
Insult0.24767025
Profanity0.11725569
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.434
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Huge majority of those 'students' from India are exactly like Harjit Singh Nijjar. Fraudulently entered, pro-khalistan activists with murky backgrounds.
Huge majority of those 'students' from India are exactly like Harjit Singh Nijjar. Fraudulently entered, pro-khalistan activists with murky backgrounds.
Identity Attack0.37361985
Insult0.40243408
Profanity0.06596114
Threat0.012958534
Severe Toxicity0.01573815
Moderate 0.37795907 Low Con 0.274
Sep 30, 2025 IRCC Names India in Study …
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and …
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and all the natives before the white men came there kept asking was this. Why? After visiting, I have no answer. So sorry to say, you are hard hardcore racist. Try to make a video where everyone are French, Itailina or what have you. . There are plenty of places like that. The problem is they look white.
Identity Attack0.44690517
Insult0.29383746
Profanity0.0864606
Threat0.00933372
Severe Toxicity0.017416617
Moderate 0.37751234 Constructive 0.591 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I am sorry for that poor white guy, how is he going to live after this.... he should have been blurred out, because this is putting a huge target on him
I am sorry for that poor white guy, how is he going to live after this.... he should have been blurred out, because this is putting a huge target on him
Identity Attack0.39677486
Insult0.16266862
Profanity0.12220735
Threat0.13815513
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.513 Fear_Threat
Jan 27, 2026 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...
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over …
I don't see anything bad here at all. Other than some white people with bad attitudes. And im older and white and not a huge fan of the mass imagination we have seen here over the last 5 years.
Identity Attack0.44690517
Insult0.21368977
Profanity0.10549548
Threat0.009981008
Severe Toxicity0.014898917
Moderate 0.37751234 Constructive 0.551 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The Indians honestly seem like pleasant people. Yeah, they are huge in number and mass migrate, but seems like the whites are just hating for no reason
The Indians honestly seem like pleasant people. Yeah, they are huge in number and mass migrate, but seems like the whites are just hating for no reason
Identity Attack0.46028158
Insult0.18728738
Profanity0.18294942
Threat0.011223801
Severe Toxicity0.021806452
Moderate 0.37751234 Moderate Con 0.397 Identity_Assertion
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Sorry but it would piss me off to have to look at those huge statues of their gods….
Sorry but it would piss me off to have to look at those huge statues of their gods….
Identity Attack0.15517195
Insult0.22770336
Profanity0.35597226
Threat0.01086132
Severe Toxicity0.017416617
Moderate 0.37576625 Moderate Con 0.353 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of …
Indian lawyers and law makers are behind running fraudulent immigration scams in Canada, including government agencies ,no student work permits, spousal work permits or or temp work permits should be given to Indians, most of documents provided by Indians are fake such as education certificates, work experience, income, savings, birth certificates, marriage certificates ,English test reports ,Indian government and private companies make huge income from sending Indians to Canada.
Identity Attack0.44690517
Insult0.23704576
Profanity0.021330157
Threat0.008259222
Severe Toxicity0.012054443
Moderate 0.36095104 Moderate Con 0.315 Unverified_Claim
Sep 28, 2025 9 likes IRCC Names India in Study …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , …
There is a HUGE issue no one is point to regarding Indian question And that is These are indoctrinated EXTREMIST Himdutva nationalist are by any definition are extremist You don’t want AZOV, RED SECTOR , MEK, HTS, … In the number Indians are moving abroad Just imagine if there were a million azov were in Canada 💀
Identity Attack0.3817989
Insult0.2659317
Profanity0.048425674
Threat0.011379151
Severe Toxicity0.017287504
Moderate 0.36095104 Moderate Con 0.309 Unverified_Claim
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and …
Wild how Canada also has a HUGE influx of Russians and Ukrainians but we don't hear about it because they come here; work, pay taxes and live honestly. Meanwhile you import the Middle East and they want to bring the Middle East to Canada. Leave the Sihks and Muslims in the Middle East, they are not civil or educated enough for the Western way of life.
Identity Attack0.44690517
Insult0.21368977
Profanity0.022696527
Threat0.009074804
Severe Toxicity0.014705247
Moderate 0.36095104 Moderate Con 0.411 Comparative_Framing
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I am happy you are safe! The statue is crazy!!! How do you come into someone's country and erect a huge statue of your God?
I am happy you are safe! The statue is crazy!!! How do you come into someone's country and erect a huge statue of your God?
Identity Attack0.17226285
Insult0.28791866
Profanity0.10920923
Threat0.008065036
Severe Toxicity0.01083374
Moderate 0.3561489 Constructive 0.561
Jan 27, 2026 Inside Canada's Indian Invasion...
This is utter nonsense! Given the number of illegal refugees and the very large number of immigrants, the effect is costing the taxpayer a massive amount of money. Not only that but they also put …
This is utter nonsense! Given the number of illegal refugees and the very large number of immigrants, the effect is costing the taxpayer a massive amount of money. Not only that but they also put huge pressures on housing and jobs.
Identity Attack0.23846684
Insult0.31740165
Profanity0.041661996
Threat0.007314181
Severe Toxicity0.0076675415
Moderate 0.34328604 Constructive 0.568
Nov 2, 2017 21 likes How much do refugees and …
The huge monkey God is definately a win for canada 😅
The huge monkey God is definately a win for canada 😅
Identity Attack0.10221587
Insult0.34782293
Profanity0.07708528
Threat0.0074048014
Severe Toxicity0.012283325
Moderate 0.3389984 Low Con 0.212 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened …
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened to my country. Make Canada Canadian again. They don’t assimilate, the commit mass amounts of fraud and extortion, and think they own this place.
Identity Attack0.27759558
Insult0.3388922
Profanity0.026180768
Threat0.009981008
Severe Toxicity0.008773804
Moderate 0.3375374 Constructive 0.636 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I'm with the guy in the vest...I can deal with an Indian invasion over Muslim/African any day! We've had a huge Indian influx in our area and though they usually group together, they at last …
I'm with the guy in the vest...I can deal with an Indian invasion over Muslim/African any day! We've had a huge Indian influx in our area and though they usually group together, they at last largely assimilate even if their yards don't say it! Not to mention do this same interview in a largely Muslim area and see how the people react if you don't have a body guard!
Identity Attack0.40713623
Insult0.11464815
Profanity0.08549073
Threat0.043309137
Severe Toxicity0.018320406
Moderate 0.33255672 Constructive 0.763 Fear_Threat
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.