Skip to content
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

click to expand

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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Canada is a country of …" 1,359 comments · Page 47 of 55
College in Canada, IRCC is Canadian, Approving officer is Canadian, Money paid is CAD, Recipient is Canadian, Tax on that is paid to CRA, They are charged 4 times more than local students, And still …
College in Canada, IRCC is Canadian, Approving officer is Canadian, Money paid is CAD, Recipient is Canadian, Tax on that is paid to CRA, They are charged 4 times more than local students, And still how can you blame this on the other countries (India) when its allowed by you (Canada).. 😅😅
Identity Attack0.04538634
Insult0.025413504
Profanity0.012346277
Threat0.006084333
Severe Toxicity0.0019264221
Low Tox 0.07845957 Moderate Con 0.475
Sep 30, 2025 IRCC Names India in Study …
CANADA NEEDS TO IMPOSE AN IMMIGRATION NATIONALITY CAP so we don’t end up with an inordinate amount of people coming from the same country like we do now! This method also assures REAL DIVERSITY.
CANADA NEEDS TO IMPOSE AN IMMIGRATION NATIONALITY CAP so we don’t end up with an inordinate amount of people coming from the same country like we do now! This method also assures REAL DIVERSITY.
Identity Attack0.044612918
Insult0.023028618
Profanity0.010740792
Threat0.0066345283
Severe Toxicity0.0021648407
Low Tox 0.07845957 Moderate Con 0.357 Policy_Critique
Feb 20, 2026 1 likes LILLEY UNLEASHED: The fall of …
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. …
I traveled through India in 2000. I can understand why so many people move to Canada. India is intense to say the least. I’ve worked with great people from India and bad people from India. It’s no different than any other country. Great video.
Identity Attack0.058856625
Insult0.022512967
Profanity0.015454767
Threat0.0072106146
Severe Toxicity0.0022220612
Low Tox 0.077668175 Constructive 0.709 Personal_Narrative
Sep 19, 2025 98 likes Inside Canada's Indian Metropolis (Brampton)
My Brothers And Sisters, Just Curious, What Year Did India 🇮🇳 People, Started Coming To Canada 🇨🇦 🍁? And What Year Did African People From The Countries Of Nigeria 🇳🇬, Uganda 🇺🇬, South Sudan 🇸🇸, …
My Brothers And Sisters, Just Curious, What Year Did India 🇮🇳 People, Started Coming To Canada 🇨🇦 🍁? And What Year Did African People From The Countries Of Nigeria 🇳🇬, Uganda 🇺🇬, South Sudan 🇸🇸, Sudan 🇸🇩, And Kenya 🇰🇪 To, Started Coming To Canada 🍁 🇨🇦 ?
Identity Attack0.07094744
Insult0.018065477
Profanity0.015659723
Threat0.0066798385
Severe Toxicity0.00289917
Low Tox 0.077668175 Moderate Con 0.322
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion …
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion there should result in an immediate lien or confiscation of the property. To see how our country went downhill since 2015 and have politicians willfully ignore the consequences of poor policies shown in this inquiry is upsetting. Jean Chretien once represented what the liberal party should be, and at the same time helped balance the budget. The new liberal party brings Canadas future economic prosperity into question.
Identity Attack0.007473567
Insult0.03489272
Profanity0.013371054
Threat0.008841781
Severe Toxicity0.0016880035
Low Tox 0.07687678 Constructive 0.703
Nov 6, 2025 1 likes IRCC Names India in Study …
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of …
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of countries around the world, including the most gun liberal country in the world. The United States of Amarica will not license a foreigner to own or buy a gun.
Identity Attack0.04641757
Insult0.019225692
Profanity0.011441057
Threat0.011767523
Severe Toxicity0.0025749207
Low Tox 0.07687678 Moderate Con 0.412 Policy_Critique
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have …
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have to take a loan for education. Another issue is the fake letters of admission.
Identity Attack0.033784978
Insult0.028722567
Profanity0.0103992
Threat0.005971058
Severe Toxicity0.0012397766
Low Tox 0.07608539 Moderate Con 0.46
Jan 15, 2026 29 likes 2.9 million Canadian temporary visas …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only to those it needs and that as a privilege -NO ONE has any rights to coming to Canada and those who are accorded such an opportunity need to understand clearly that they are opting for a new way of life that gives them opportunity and must be prepared psychologically to adapt and contribute -This concept has been brutalized in recent decades and law order and expectations have been trampled on -Hence today’s situation-a Canadian who came according to law and embraced Canada its way of life and Canadians
Identity Attack0.035589635
Insult0.029053112
Profanity0.012107162
Threat0.006977591
Severe Toxicity0.0019931793
Low Tox 0.075294 Constructive 0.616 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
And how did canada (part of british commonwealth) become rich again? Hmmm. By colonizing countries? Like they did in India? What comes around....
And how did canada (part of british commonwealth) become rich again? Hmmm. By colonizing countries? Like they did in India? What comes around....
Identity Attack0.042550452
Insult0.021997316
Profanity0.012961143
Threat0.0069646453
Severe Toxicity0.0020694733
Low Tox 0.07371122 Low Con 0.197
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
This extortion ring is coordinated. Wonder who’s in charge. Maybe a country that wants deportation to be an issue for Canada?
This extortion ring is coordinated. Wonder who’s in charge. Maybe a country that wants deportation to be an issue for Canada?
Identity Attack0.019374741
Insult0.021610579
Profanity0.011236101
Threat0.009955117
Severe Toxicity0.0017642975
Low Tox 0.07371122 Low Con 0.177 Unverified_Claim
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US …
Needs to be even tighter but since its been so high fir so long it may be too late. Ive seen young Canadians who canet find work and may have to move to the US for good futures some have already started and taking their skills with them. Canada dies not need high levels it needs more affordable homes, better paying jobs, etc do they can have kids and increase the population organically. Parts of Canada dont even look like a North American country. As an immigrant I can tell you that it would be better if Canadians could afford to have more kids
Identity Attack0.04023018
Insult0.028061481
Profanity0.016001316
Threat0.0076637166
Severe Toxicity0.0023651123
Low Tox 0.07371122 Constructive 0.743 Policy_Critique
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
It didn’t divide the country. Canadians don’t want immigration. The people protesting are immigrants. They are not Canadians, so they don’t get to decide what Canada should do. It’s pretty simple.
It didn’t divide the country. Canadians don’t want immigration. The people protesting are immigrants. They are not Canadians, so they don’t get to decide what Canada should do. It’s pretty simple.
Identity Attack0.060675595
Insult0.0198058
Profanity0.010433359
Threat0.0061878995
Severe Toxicity0.0014877319
Low Tox 0.07291982 Moderate Con 0.456 Identity_Assertion
Feb 13, 2026 2 likes Canada's tighter immigration policy divides …
45+ million Idians live outside India. Canada is not the only country attract Indians. The EU has just done an Indian migration deal - against trade.
45+ million Idians live outside India. Canada is not the only country attract Indians. The EU has just done an Indian migration deal - against trade.
Identity Attack0.084182754
Insult0.017292
Profanity0.011406898
Threat0.0067186756
Severe Toxicity0.0015258789
Low Tox 0.07212844 Constructive 0.522 Comparative_Framing
Feb 6, 2026 Inside Canada's Indian Invasion...
Canada should only allow educated people to immigrate but unfortunately due to government policies a vast majority of people who have committed crime in their countries are the ones who apply for asylum.
Canada should only allow educated people to immigrate but unfortunately due to government policies a vast majority of people who have committed crime in their countries are the ones who apply for asylum.
Identity Attack0.04280826
Insult0.022964163
Profanity0.00995513
Threat0.006375613
Severe Toxicity0.0013160706
Low Tox 0.071337044 Moderate Con 0.415
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from India is that if they have the opportunity to skip or cheat on a test, they take it. I know this firsthand. Another important fact is the population of India; they are around 1,300 millons people, but only 1% of those people can collapse the immigration system of a country, in this case, Canada. And Canada allowed it. Last but not least, I don't know if deodorant is forbidden in India, but they smell really bad.
Identity Attack0.036105253
Insult0.027730936
Profanity0.015693882
Threat0.0076507707
Severe Toxicity0.0019073486
Low Tox 0.07054565 Constructive 0.679
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
I don't get it. Why do they want to cross illegally to the USA? Isn't Canada already a great country? What is better?
Identity Attack0.04435511
Insult0.01819439
Profanity0.011560614
Threat0.006317357
Severe Toxicity0.0017547607
Low Tox 0.069754265 Moderate Con 0.323 Question
Feb 11, 2026 Inside Canada's Indian Invasion...
Read Carnage's book. His globalist elitist philosophy will offshore all Canadians' resources to polluting countries whilst he puts mandates on Canadians to achieve his globalist net zero policies . He wants Canada's population to reach …
Read Carnage's book. His globalist elitist philosophy will offshore all Canadians' resources to polluting countries whilst he puts mandates on Canadians to achieve his globalist net zero policies . He wants Canada's population to reach 100 million within 50 years. Where do you, your children, and grandchildren fit in a Brookfield first policy.
Identity Attack0.011173353
Insult0.030595649
Profanity0.010535837
Threat0.007081157
Severe Toxicity0.0014209747
Low Tox 0.06896287 Moderate Con 0.409
Jun 19, 2025 1 likes How Canada broke its immigration …
Wow thats easy for them to come to Canada ? While those professionals from other countries are scrutinies and so hard to apply here.
Wow thats easy for them to come to Canada ? While those professionals from other countries are scrutinies and so hard to apply here.
Identity Attack0.022188433
Insult0.029053112
Profanity0.011714331
Threat0.0059807673
Severe Toxicity0.0011873245
Low Tox 0.06896287 Moderate Con 0.369
Nov 24, 2025 1 likes Thousands of refugees allowed into …
multiculturism is big fraud which destroyed canada. canada has no immigration policy it is free for all to commit fraud and make money. there is no cut but more are coming this report bis fake.. …
multiculturism is big fraud which destroyed canada. canada has no immigration policy it is free for all to commit fraud and make money. there is no cut but more are coming this report bis fake.. canada is now 3rd class country.
Identity Attack0.0076481793
Insult0.032470297
Profanity0.0002609984
Threat0.0004475528
Severe Toxicity0.0000049851096
Low Tox 0.06821694 Unverified_Claim
Apr 15, 2025 1 likes
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming one group. The reality is that the Canadian government failed first by not properly managing immigration volumes, not enforcing document verification, and not honestly assessing whether the country could support such rapid population growth. That policy failure created pressure on housing, jobs, and social systems long before resentment followed. We also need honesty within the Indian community. Some Indians struggle to adapt being overly loud, culturally rigid, and sometimes lacking empathy for Canadian norms and shared public spaces. I studied Canadian and Indigenous history in school, and respecting that history matters. Assimilation doesn’t mean abandoning your culture, but it does mean understanding and respecting the society you chose to join. Cultural education should be expected, not optional. That said, one Indian doing something wrong does not make all Indians bad. Most Indian students and workers I know are hardworking, punctual, and serious about contributing. I’ve personally worked minimum-wage jobs for years, and what I noticed was not jobs being “taken,” but fewer Canadian youth willing to stay in or commit to these roles long-term. Indians didn’t replace Canadians, they filled vacancies that already existed. I also briefly volunteered helping the homeless, and what I saw was honestly shocking. It’s not that the government isn’t trying to help there are rehabilitation programs and support systems in place. The difficult truth is that a significant portion of the homeless population struggles with substance abuse and refuses treatment because it requires giving up drugs. Over time, homelessness itself starts to function like a culture, where benefits and assistance unintentionally enable continued substance use rather than recovery. This is an uncomfortable reality people don’t like to talk about. None of this is simple. Immigration didn’t break Canada, and neither did one community. Poor policy, weak enforcement, lack of accountability, and refusal from governments and individuals to adapt responsibly is what brought us here. Blame is easy. Honest solutions are not.
Identity Attack0.023193322
Insult0.028832749
Profanity0.015010698
Threat0.0068869707
Severe Toxicity0.0016117096
Low Tox 0.06817148 Constructive 0.823 Personal_Narrative
Jan 27, 2026 22 likes Inside Canada's Indian Invasion...
I teach language (English and French)as a volunteer at a community center in Canada, and I meet some newcomers who come with their college (University in Canada) diplomas illegally, not to pass the language exam …
I teach language (English and French)as a volunteer at a community center in Canada, and I meet some newcomers who come with their college (University in Canada) diplomas illegally, not to pass the language exam or the legal immigration steps, but to pay expenses. That's sad because other legal immigrants pay for private courses for learning English or French for their exams, which makes them ready to speak and contribute to their adoptive countries for the first weeks. They are angrier than people who actually live here! On this issue
Identity Attack0.035847444
Insult0.027347196
Profanity0.012995303
Threat0.006653947
Severe Toxicity0.001745224
Low Tox 0.06817148 Constructive 0.815
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I …
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I came here to Canada 18years ago to feel safe and have a better future and worked so hard and I was very happy but now everything starts to break 😢
Identity Attack0.0376521
Insult0.022255141
Profanity0.011150704
Threat0.006168481
Severe Toxicity0.001373291
Low Tox 0.067380086 Constructive 0.718 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …

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.