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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: "I am very happy that …" 164 comments · Page 5 of 7
I am shocked at the fact there are more dislikes than likes when the CBC provides facts and so many people say they are lies, and others agree! The negative sentiments about refugees and immigrants …
I am shocked at the fact there are more dislikes than likes when the CBC provides facts and so many people say they are lies, and others agree! The negative sentiments about refugees and immigrants are getting louder and people are happy to call fellow human beings “them”. They insinuate this is a huge burden, when the fact is we benefit from migration. It seems people think Canada will be over run by people from a foreign land, take all the resources and eliminate people born here, but that’s only happened once, when the British and the French arrived 400 years ago.
Identity Attack0.10221587
Insult0.0816321
Profanity0.020442016
Threat0.013476364
Severe Toxicity0.0051116943
Low Tox 0.17371799 Constructive 0.765
Aug 14, 2019 1 likes How much do refugees and …
Canadiens should be happy it's not dearborn Michigan!
Canadiens should be happy it's not dearborn Michigan!
Identity Attack0.13163337
Insult0.036545437
Profanity0.013951761
Threat0.010680079
Severe Toxicity0.0050354004
Low Tox 0.1641865 Low Con 0.296 Comparative_Framing
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
PrickMinister Truedope's motto was "don't worry be happy smoke another joint" Chaos Carney’s motto is "Don't worry be happy (squared)".
PrickMinister Truedope's motto was "don't worry be happy smoke another joint" Chaos Carney’s motto is "Don't worry be happy (squared)".
Identity Attack0.006289636
Insult0.07745308
Profanity0.07514556
Threat0.010628296
Severe Toxicity0.0046920776
Low Tox 0.16331999 Low Con 0.254 Humor_Satire
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they …
People complaining do not acknowledge that Canada created a corrupt system where educational institutions made money from foreign students, foreign students in return were happy as long as they got to work. At least they are willing to work and pay taxes. In fact, we should look at the root cause of these problems. It is the colleges making money off these immigrants, it is the corporations who do not want to pay decent living wages to Canadians so they are hiring these immigrants at minimum wage jobs. This is called capitalism where the corporate has to save as much money as possible for their shareholders. So yes immigration is a huge problem but immigrants alone are not at fault. The fault lies with the government (federal, provincial and municipal) and the corporate entities in Canada as well.
Identity Attack0.08831879
Insult0.0816321
Profanity0.018665737
Threat0.007081157
Severe Toxicity0.0032615662
Low Tox 0.16245349 Constructive 0.663 Policy_Critique
Feb 14, 2026 1 likes Canada's tighter immigration policy divides …
Happiness and joy are largely natural e. first time you hold your baby child/grandchild/niece/nephew etc. No one ever taught you to feel what you did in that moment. Hate and bigotry are learned. From family, …
Happiness and joy are largely natural e. first time you hold your baby child/grandchild/niece/nephew etc. No one ever taught you to feel what you did in that moment. Hate and bigotry are learned. From family, school, friends, TV (hello Fox News), internet (influencers, comments made by others). Hatred and bigotry also require work and effort. To maintain your hatred, you need to apply an effort. Like building a fire. Once it begins to start, need to add sticks, wood etc. Not the case with happiness and joy
Identity Attack0.018068384
Insult0.07333439
Profanity0.026044132
Threat0.009540852
Severe Toxicity0.0041770935
Low Tox 0.16098402 Constructive 0.62
Sep 17, 2025 1 likes Why Canadians Are Turning Against …
Being called racist means nothing. Im happy to be labeld as such
Being called racist means nothing. Im happy to be labeld as such
Identity Attack0.099072486
Insult0.03665562
Profanity0.07255927
Threat0.008893564
Severe Toxicity0.0048828125
Low Tox 0.1587729 Moderate Con 0.435 Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
I would be happy to pay for a Canadian version of ICE round them all up. They voted for elbows up they pay the price but yet they will vote elbows up again. 😂
Identity Attack0.028886627
Insult0.07428485
Profanity0.018529098
Threat0.01187109
Severe Toxicity0.0042915344
Low Tox 0.15600902 Moderate Con 0.313
Aug 25, 2025 Why Canadians Are Turning Against …
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Dig enough and you’ll probably discover we’re paying for asylum rejectees to get happy endings massages.
Identity Attack0.06795148
Insult0.036435258
Profanity0.021740068
Threat0.013424582
Severe Toxicity0.004863739
Low Tox 0.15600902 Low Con 0.213 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of …
The truth is the goverment is the problem. The Canadian citizens are not happy about the situation, and new immigrants realize Canada isn't as good as it is advertised in social media. Another example of the government creating very distinct, yet carefully designed division, so that both groups are busy fighting each other, while they sit on their luxurious homes mocking us.
Identity Attack0.059311368
Insult0.0720671
Profanity0.018119188
Threat0.007637825
Severe Toxicity0.002670288
Low Tox 0.15545623 Constructive 0.556
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Liberals, running this Country into the ground in every way, every day. It is getting really hard to be a happy Canadian😢
Identity Attack0.084182754
Insult0.06739554
Profanity0.013371054
Threat0.007819066
Severe Toxicity0.0036239624
Low Tox 0.15490346 Moderate Con 0.389 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller …
Mark Carney, Chyristia Freeland and Jagmeet Singh are WEF members, Klaus Schwab, Peter Brabeck-Letmathe, the Great Reset, "You will own nothing and you will be happy." UN Agenda 21 - UN Agenda 2030, The Rockefeller Foundation Lockstep, Sustainable development, The 4th Industrial Revolution, Transhumanism, Transgenderism, 15-minute cities, Climate Crisis Scam, CBDC, Digital currency and ID, Facial recognition, Social Credit System and universal basic income. All the people who have committed serious crimes against humanity should be imprisoned for life. We are truly sovereign, free divine spiritual beings. One with all that exists 💜
Identity Attack0.05976611
Insult0.06757036
Profanity0.01941724
Threat0.008505191
Severe Toxicity0.0044822693
Low Tox 0.15490346 Moderate Con 0.482 Unverified_Claim
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
T h e beat you in child support now you think people are happy having kids? Its not the people we can clearly see what the problem is
Identity Attack0.009619443
Insult0.032909457
Profanity0.024541125
Threat0.024753258
Severe Toxicity0.0038528442
Low Tox 0.1373533 Low Con 0.285 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
i have no hopes, i work every week, every day for years...and at end of each month i still do not have some reserve for myself...i am surviving, NOT living, i am working to make …
i have no hopes, i work every week, every day for years...and at end of each month i still do not have some reserve for myself...i am surviving, NOT living, i am working to make happy others, i am working to pay bills, rent, cards, studies, and yeah to buy some food to continue to work to make happy others. Economic of this country is going in the toilet...we can't live decent anymore and hope to make true the dream of having a house or a car. And also, if you come in Quebec to work, there is no excuse to not learn french, QC government offer FREE classes, you pay nothing, just apply and go there and learn french and integrate in society. But, if you are lazy...well..than fuk off.
Identity Attack0.019977676
Insult0.06512285
Profanity0.030138692
Threat0.006757513
Severe Toxicity0.003376007
Low Tox 0.13388206 Constructive 0.631
Aug 30, 2025 Why Canadians Are Turning Against …
I don't think Indians are particularly averse to work. They do however seem to have a different quality standard than what we're used to here in the West. There is also a more "creative" approach …
I don't think Indians are particularly averse to work. They do however seem to have a different quality standard than what we're used to here in the West. There is also a more "creative" approach to societal rules that is not always compatible with Western values. I think Canadians are happy to welcome people from around the world. We just want them to adhere to the standards and traditions that made Canada they place they are trying hard to migrate TO. We have just had too many people in too short a time that it has destroyed the once solid Canadian culture.
Identity Attack0.109318495
Insult0.04442204
Profanity0.023174755
Threat0.006822242
Severe Toxicity0.0032997131
Low Tox 0.123468354 Constructive 0.804 Identity_Assertion
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Thank you lord, for all these people speaking up. I am a proud Canadian woman. And I love people and animals.😊. I see my own country changing drastically and it's not for the good. I …
Thank you lord, for all these people speaking up. I am a proud Canadian woman. And I love people and animals.😊. I see my own country changing drastically and it's not for the good. I see alot of hatred from people who are not from my beautiful country. I don't know why they have so much hate for people from Canada, I am not saying everyone from a different country are like that but just from what I witnessed. If you have so much hatred than why are you here? This is a beautiful country no need for hatred. Please respect one another and stop the hate, just be happy you are in a country that has alot of opportunity to be free and live happily. 😊❤.
Identity Attack0.06749674
Insult0.054376744
Profanity0.02344803
Threat0.00756015
Severe Toxicity0.0032234192
Low Tox 0.121732734 Constructive 0.808
Aug 31, 2025 75 likes Why Canadians Are Turning Against …
Driving in Brampton reminds me of when I used to spend time in the DR 30 years ago. We slowed down & even stopped at green lights to avoid T boning our friends running reds. …
Driving in Brampton reminds me of when I used to spend time in the DR 30 years ago. We slowed down & even stopped at green lights to avoid T boning our friends running reds. Back then the police were happy to ignore you may be intoxicated for $10 US and a sip from your rum. What a world.
Identity Attack0.012441003
Insult0.06023245
Profanity0.017436003
Threat0.008272167
Severe Toxicity0.0024795532
Low Tox 0.11398677 Constructive 0.644 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians …
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians to do this PR stunt that will have long term consequences.
Identity Attack0.030949092
Insult0.04910661
Profanity0.019553876
Threat0.009799767
Severe Toxicity0.002412796
Low Tox 0.11316007 Moderate Con 0.422 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Up here in Sault Ste Marie Ontario it's gotten out of hand it's absolutely a joke that our government puts these people above us Canadians..so happy to see Tyler expose BRAMPTON.
Identity Attack0.025203101
Insult0.060927123
Profanity0.013883443
Threat0.0076119336
Severe Toxicity0.0022220612
Low Tox 0.11192002 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Canada was populated by First Nations & mostly Europeans. We were all under the umbrella of Christianity for our religions & we all got along and were happy. But those days are gone people.
Identity Attack0.09410924
Insult0.027605021
Profanity0.012243799
Threat0.006330303
Severe Toxicity0.0020980835
Low Tox 0.1100022 Constructive 0.652 Identity_Assertion
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
I'm so not happy about the way some people are bringing their culture to over shadow the original culture of Canada. This is not nice at all... 😢
I'm so not happy about the way some people are bringing their culture to over shadow the original culture of Canada. This is not nice at all... 😢
Identity Attack0.061130337
Insult0.028722567
Profanity0.012414595
Threat0.0065050707
Severe Toxicity0.0019359589
Low Tox 0.104361884 Constructive 0.634
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
in my home city in Italy indians works in the fields for 2/5 euros per hour, and they are happy.
in my home city in Italy indians works in the fields for 2/5 euros per hour, and they are happy.
Identity Attack0.083355546
Insult0.022448512
Profanity0.024814399
Threat0.007689608
Severe Toxicity0.0030899048
Low Tox 0.09915545 Constructive 0.549
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The divorce laws are one of the biggest reasons canadians are not having kids. Canadians are terrified to have children because if the women decides shes not happy, the men will get taken to the …
The divorce laws are one of the biggest reasons canadians are not having kids. Canadians are terrified to have children because if the women decides shes not happy, the men will get taken to the cleaners. So these laws need to change
Identity Attack0.06249457
Insult0.026315894
Profanity0.013166099
Threat0.007637825
Severe Toxicity0.0018978119
Low Tox 0.09872158 Constructive 0.511
Aug 24, 2025 116 likes Why Canadians Are Turning Against …
It’s way worse than just Brampton. It’s all over Ontario so happy you covered this bro.
It’s way worse than just Brampton. It’s all over Ontario so happy you covered this bro.
Identity Attack0.006474625
Insult0.037980765
Profanity0.01261955
Threat0.0068287146
Severe Toxicity0.0016021729
Low Tox 0.09785384 Moderate Con 0.468 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 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.