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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: "You should come to the …" 1,829 comments · Page 55 of 74
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, …
Dear everyone, Culture is a constantly changing phenomenon. If you had visited Canada 500 years ago, you would have seen Indigenous tribes living on this land with their own cultural values. Two hundred years ago, European culture became more prominent, but it was still a very different place from what we see today. Family values were strong, and who your family was often determined much of your future. Now, Canadian culture is changing once again. The arrival of Indian immigrants will inevitably influence Canadian culture, whether people like it or not. Some may try to resist—perhaps through a kind of “Trumpism”—but that will only provide temporary comfort. In the long run, Canadian culture will continue to evolve with the influx of newcomers. Today it is Indians; in the coming decades, it may be another nationality. The key point is to embrace change—and perhaps change ourselves in the process. For example, the rise in homelessness is tied more to social and economic issues than to immigration. Family structures among white Canadians are becoming less central in people’s lives, and religion is also losing influence. Parenting values are often shaped by fleeting psychology trends and “helicopter parenting,” leaving many children without the strong foundation they need. Perhaps there is something to learn from Indian immigrants about building families, fostering strong connections, and strengthening community ties. Thank you.
Identity Attack0.10221587
Insult0.031697463
Profanity0.015693882
Threat0.007314181
Severe Toxicity0.0031280518
Low Tox 0.11140333 Constructive 0.718 Moral_Argument
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated …
Amen Amen I totally agree with you immigrants must adapt to Canadians culture. Most immigrants are honest hard working people. Some people just come and use and abuse the system, and this should be tolerated it must stop now.
Identity Attack0.08252834
Insult0.02982438
Profanity0.01127026
Threat0.007353018
Severe Toxicity0.0021457672
Low Tox 0.11140333 Constructive 0.729 Moral_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Better get use to it. Youve got decades of communist rule coming.
Better get use to it. Youve got decades of communist rule coming.
Identity Attack0.039972372
Insult0.03257891
Profanity0.017231047
Threat0.00899713
Severe Toxicity0.0024414062
Low Tox 0.11129999 Low Con 0.14 Fear_Threat
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I don't think people in general have issues with people coming, it's the rate in which the government is allowing it to happen. When you think about it, this is treasonous to the people of …
I don't think people in general have issues with people coming, it's the rate in which the government is allowing it to happen. When you think about it, this is treasonous to the people of Canada. You need to assimulate different cultures over time, not all at once. It's delusional and will lead to major problems.
Identity Attack0.020580608
Insult0.053791173
Profanity0.016069634
Threat0.007870848
Severe Toxicity0.0018310547
Low Tox 0.11129999 Constructive 0.62
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Decades ago I remember the argument "you're not allowing the parents of immigrants to come to Canada" and the response of "that will destroy the CPP"' being discussed in the news and Parliament for quite …
Decades ago I remember the argument "you're not allowing the parents of immigrants to come to Canada" and the response of "that will destroy the CPP"' being discussed in the news and Parliament for quite some time. Seems we've gone from one small ditch on one side straight over the cliff's edge on the other now.
Identity Attack0.0775651
Insult0.027605021
Profanity0.012687869
Threat0.013372798
Severe Toxicity0.0029563904
Low Tox 0.11129999 Constructive 0.685 Policy_Critique
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live …
I heard why the government did the immigrants wrong. I was talking to an uber driver and my pharmacist. They told me the promises of luxury in Canada has and offered for them to live a better lives. They didn't know after they came here for work and or college/university they become in major debt. They said that they're in a luxury debt and never getting out of debt knowing that they're stuck in Canada and can't be allowed to leave unless they pay off the debts. That's 100 % wrong to do that to people when they know they don't feel welcomed and want to go home. I'm a metis Canadian and I had to leave Ontario to find affordability and miss my home. GOVERNMENT THIS IS YOUR FAULT AND YOU KNOW IT! Let them go home in debt. You made this mess. FIX IT! Including the baby boomers that made the problem started 8 % rate interests to buy houses. That was a mistake that should be bought 1 house and nothing else. I forgot to add something. The uber driver told me that india doesn't know that it's a debt luxury trap that you can't leave unless you pay your debt. He felt alone and found some people and the internet to make himself feel better temporary. TEMPORARY! He hates it here, but he respects Canadians. He feels sorry for the new ones that are coming to become debt trap. It's the same for the pharmacy. She got into college to be a pharmacy and bought the store. She is on low income but doesn't qualify for any supports like benefits to pay off her medical things. The reason she can't because they'll see the pharmacy store is income. Wait what? So she doesn't quilify for benefits because she's making income to pay off her massive loan to do her job. It's not enough to live by as what she told me. She also does misses home, but also traped in luxury debt. This is what I have learned so far. I went through a car accident and coudln't get out of the car. I thought in Brampton, Ontario was the rudest people on the planet, but was saved by the angels of indian people saved me out of the vehicle from the smoke. I still thank you! There is still good people out there and some are stupid people out there. Keep it up because being kind gets you to be positive to others and make things better when the world is fcked right now.
Identity Attack0.060675595
Insult0.03566399
Profanity0.019348921
Threat0.0074824756
Severe Toxicity0.002822876
Low Tox 0.11129999 Constructive 0.816
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
if you come to Atlantic Canada, even our small towns are invaded. Our precious coffee has gone to owned by a corporation as well as non Canadian workers. And that's not talking about all of …
if you come to Atlantic Canada, even our small towns are invaded. Our precious coffee has gone to owned by a corporation as well as non Canadian workers. And that's not talking about all of the crimes they commit creeping in their cars.. investigate more
Identity Attack0.04306607
Insult0.04090862
Profanity0.012482914
Threat0.007883795
Severe Toxicity0.002412796
Low Tox 0.11119666 Constructive 0.697 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Prepare for the sewer city coming😅
Prepare for the sewer city coming😅
Identity Attack0.00725158
Insult0.02657372
Profanity0.042413518
Threat0.010835429
Severe Toxicity0.0044822693
Low Tox 0.11119666 Low Con 0.28 Fear_Threat
Jan 12, 2026 2 likes Inside Canada's Indian Metropolis (Brampton)
Am a Nigerian. If western government don't comtrol migration into their land by 100 years to come Thus country will become the country those people fleed from
Am a Nigerian. If western government don't comtrol migration into their land by 100 years to come Thus country will become the country those people fleed from
Identity Attack0.08500996
Insult0.022964163
Profanity0.025907494
Threat0.010990778
Severe Toxicity0.0037384033
Low Tox 0.11109332 Moderate Con 0.433 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of these people that cant be found, quit giving out money, they will come crawling out of the woodwork pretty fast
A lot of these people that cant be found, quit giving out money, they will come crawling out of the woodwork pretty fast
Identity Attack0.008324518
Insult0.034451995
Profanity0.02167175
Threat0.015256803
Severe Toxicity0.002708435
Low Tox 0.11098998 Low Con 0.236 Policy_Critique
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
It’s Canada we’ll give them a check an say thank you for coming to Canada sorry for the life you have
Identity Attack0.04023018
Insult0.025800243
Profanity0.013302735
Threat0.010887212
Severe Toxicity0.0036811829
Low Tox 0.11078331 Moderate Con 0.388 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
It’s not just Canada, come to New zeland and see the invasion here
It’s not just Canada, come to New zeland and see the invasion here
Identity Attack0.06658725
Insult0.023866551
Profanity0.016411226
Threat0.010369381
Severe Toxicity0.00333786
Low Tox 0.11067997 Low Con 0.274 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy is biased. You can’t assume everyone is coming in fairly with honest intentions. It’s far from that.
This guy is biased. You can’t assume everyone is coming in fairly with honest intentions. It’s far from that.
Identity Attack0.0040327664
Insult0.061101943
Profanity0.013712646
Threat0.0063432488
Severe Toxicity0.0012969971
Low Tox 0.11067997 Low Con 0.275 Policy_Critique
Jan 19, 2026 14 likes Why Canada’s immigration system has …
I find this quite funny and ironic. Welcome to the real world where nations overlap nations were wars or fight by by immigration where culture is getting shocked like lightning. I have no mercy and …
I find this quite funny and ironic. Welcome to the real world where nations overlap nations were wars or fight by by immigration where culture is getting shocked like lightning. I have no mercy and I don’t feel any remorse for your privilege people they were that were once on the high table now you are on the bottom and this is what happens when the real world comes alive.
Identity Attack0.031464707
Insult0.0350029
Profanity0.014839902
Threat0.007586042
Severe Toxicity0.0020217896
Low Tox 0.11067997 Moderate Con 0.443
Aug 25, 2025 Why Canadians Are Turning Against …
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Identity Attack0.068465814
Insult0.030154925
Profanity0.01174849
Threat0.008712323
Severe Toxicity0.0024414062
Low Tox 0.11057663 Constructive 0.536 Call_To_Action
Jan 27, 2026 34 likes Inside Canada's Indian Invasion...
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD …
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD DAYS ARE COMING . Cheers!
Identity Attack0.057492398
Insult0.023995465
Profanity0.013439372
Threat0.00967031
Severe Toxicity0.0037384033
Low Tox 0.11057663 Constructive 0.567 Policy_Critique
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
We love people immigrated to our country and learning our culture. In our way of life. They’re coming here because we live a better life. You can’t live this life. If you destroy it you’re …
We love people immigrated to our country and learning our culture. In our way of life. They’re coming here because we live a better life. You can’t live this life. If you destroy it you’re just gonna make it back into the country. You just left and there’s no place to go from here.
Identity Attack0.058401883
Insult0.022448512
Profanity0.017299367
Threat0.010550622
Severe Toxicity0.0029754639
Low Tox 0.11057663 Constructive 0.517
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Buddy on the bike spike truthfully. Thanks for coming to Canada and exposing how we're being invaded. I don't know about this human smuggling exposure, you should prob be safer than this for content!
Buddy on the bike spike truthfully. Thanks for coming to Canada and exposing how we're being invaded. I don't know about this human smuggling exposure, you should prob be safer than this for content!
Identity Attack0.037909906
Insult0.036325075
Profanity0.012687869
Threat0.008168601
Severe Toxicity0.002784729
Low Tox 0.1104733 Constructive 0.738 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl …
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl with IELTS comes to Canada, then calls her husband here. Many of these are nothing more than contract marriages, where once the boy arrives, they go their separate ways. This is blatant abuse of the system and has created a wave of people entering Canada without even basic English skills. IRCC needs to wake up and fix this. Students on study or work visas must not be allowed to bring their spouses. If someone wants to come, let them take an English test themselves and prove they’re qualified. Study permits should only be issued for genuine university students, not random private colleges being used as back doors into the country. On top of that, no work permits should be given while on a study visa. Employers who hire students illegally on cash as cheap labour should face strict penalties, heavy fines, and blacklisting. Until these loopholes are closed, Canada’s immigration system will continue to be exploited and lose credibility. IRCC, this is not immigration — this is fraud facilitated by weak laws.
Identity Attack0.05089863
Insult0.045007613
Profanity0.015147334
Threat0.0071070488
Severe Toxicity0.0025558472
Low Tox 0.1104733 Constructive 0.664 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
Yo! The government should have a department to go after all the countries these deported people come from to get refunded for the flights.
Yo! The government should have a department to go after all the countries these deported people come from to get refunded for the flights.
Identity Attack0.05612817
Insult0.026831545
Profanity0.014976538
Threat0.0077154995
Severe Toxicity0.0025939941
Low Tox 0.1104733 Moderate Con 0.309 Call_To_Action
Dec 24, 2025 7 likes Deportations From Canada at Their …
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
please fix this they are wrecking CANADA But don,t worry when Canadian tax dollars run out they will stop coming
Identity Attack0.019575719
Insult0.035333443
Profanity0.013507691
Threat0.010421164
Severe Toxicity0.002193451
Low Tox 0.1104733 Low Con 0.213 Call_To_Action
Oct 6, 2025 IRCC Names India in Study …
i remember VICE News producing quality content like this, before they went downhill for money. Keep up the good work Tyler Oliveira, 20M subs coming soon! and remember don't be like VICE
i remember VICE News producing quality content like this, before they went downhill for money. Keep up the good work Tyler Oliveira, 20M subs coming soon! and remember don't be like VICE
Identity Attack0.011247349
Insult0.033570543
Profanity0.023311393
Threat0.008556974
Severe Toxicity0.0020599365
Low Tox 0.11036996 Constructive 0.505 Meta_Commentary
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
We seriously need immigrants coming to Canada. Its great to see that we can be effective getting out the fraudulent claims. Dont complain about the process working.
We seriously need immigrants coming to Canada. Its great to see that we can be effective getting out the fraudulent claims. Dont complain about the process working.
Identity Attack0.06294931
Insult0.029714199
Profanity0.013200258
Threat0.006977591
Severe Toxicity0.0018119812
Low Tox 0.11036996 Constructive 0.612
Dec 28, 2025 Deportations From Canada at Their …
I can tell you that there is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Health Sciences and Engineering. I'm a recruiter at one …
I can tell you that there is something significant that this country is not addressing: "fake degrees" coming out of India, especially in the field of Health Sciences and Engineering. I'm a recruiter at one of the largest recruiting agencies in Ontario (Toronto), but I've been noticing something unusual about the degrees coming out of India. This is something that the government needs to address. I guarantee you, if they can do a thorough investigation, something may come out, "something not good".
Identity Attack0.061130337
Insult0.039151907
Profanity0.019212283
Threat0.007598988
Severe Toxicity0.0026512146
Low Tox 0.10956833 Constructive 0.743
Nov 7, 2025 IRCC Names India in Study …

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.