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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: "Canadian here. It's a million …" 109 comments · Page 4 of 5
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health …
No doubt about it, Canada is for Canadians. If you wanted to, you could deport millions of immigrants, but let's be real about the cost. The Canadian economy, its pensions, its farms, and its health sector all rely on immigrants to pay taxes and fill jobs. It's not some big conspiracy about population replacement; it's just about the economy. You can't have one without the other. Canadians aren't the only ones dealing with this. In Asia and Africa, it's a different kind of immigrant, the ones with money who buy up land and property, driving locals out of the market. They're not given an ear either, because money talks. It’s always been about the money and the power, and Canadians should understand that perspective too. The culture or religion of a few bad apples shouldn’t be used to tarnish every immigrant. We do need to do a better job screening people, but it’s not fair to paint everyone with the same brush. In the U.S., Indian immigrants are top earners and incredibly successful, but people still complain that they’re "taking their jobs." So, if an Indian person is a failure, they're a problem. If they're a success, they're still a problem. They can't win. This old colonial mindset is alive and well. It's tough for some people to process that a person of color can outsmart them and rise up by their own bootstrap. But when those same folks go to Asia or Africa, suddenly they feel that old nostalgia and are much more comfortable with the social hierarchy there. It would be ideal if no one had to leave their home country for a better life. When we have more justice in the world for everyone, maybe we won't have to keep having these conversations.
Identity Attack0.11860296
Insult0.056133457
Profanity0.027820412
Threat0.01187109
Severe Toxicity0.004310608
Low Tox 0.15987846 Constructive 0.711 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I …
Justin Trudeau gave the highest medal of honor in Canada to Dr. Morgantil. He is the biggest Abortionist and made his millions of $ building his abortion clinics backed by the Liberal government healthcare. I know that in Alberta girls and women can have 4 abortions each on the tax payer healthCare. My dear lady that said she has to wait over a year for a surgery youneed now. Just add all the women that areof legal age and times it by four and you'll get a small fraction of where our Canadian babies are, no longer apart of our families. I believe that many of our Provenances participate in this abominations. The clinics are called Family Planning Agency. I don't know if you realize this but our votes in Canada only count if you are voting for the Governmental in the're plans!!!
Identity Attack0.031980325
Insult0.07428485
Profanity0.018324144
Threat0.009463178
Severe Toxicity0.004634857
Low Tox 0.1537979 Constructive 0.632
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly using asylum...
Identity Attack0.08087392
Insult0.047349896
Profanity0.013268576
Threat0.007832011
Severe Toxicity0.0028419495
Low Tox 0.1460314 Moderate Con 0.42 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
YOU MEAN THE TWENTY MILLION MOGADIS FROM AFRICA?THAT WOULD COME AT FOUR AND A HALF MILLION EACH YEAR TO CANADA AND PAY NO TAXES FOR TEN YEARS.DID THEY CUT THEIR OPPORTUNITIES OUT OF CANADA?OR WAS …
YOU MEAN THE TWENTY MILLION MOGADIS FROM AFRICA?THAT WOULD COME AT FOUR AND A HALF MILLION EACH YEAR TO CANADA AND PAY NO TAXES FOR TEN YEARS.DID THEY CUT THEIR OPPORTUNITIES OUT OF CANADA?OR WAS SHE SAY CANADA IS A PART OF AMERICA?NOW THAT MEANS THAT ALL CANADIANS WILL HAVE ACCESS TO FIREPOWER, THE RIGHT TO BEAR ARMS
Identity Attack0.10221587
Insult0.033901088
Profanity0.014395831
Threat0.017674083
Severe Toxicity0.005607605
Low Tox 0.1460314 Moderate Con 0.401 Unverified_Claim
Nov 24, 2025 Quebec Ends Economic Immigration Program …
1 million of those from India. Unbelievable what Trudeau did to the country by bolstering immigration programs that systemically dislodged and displaced Canadian citizens from their jobs. Maybe too little too late now.
1 million of those from India. Unbelievable what Trudeau did to the country by bolstering immigration programs that systemically dislodged and displaced Canadian citizens from their jobs. Maybe too little too late now.
Identity Attack0.10221587
Insult0.03511308
Profanity0.010484599
Threat0.007586042
Severe Toxicity0.0024795532
Low Tox 0.13041082 Constructive 0.609 Policy_Critique
Feb 16, 2026 2.9 million Canadian temporary visas …
We need a Canadian ICE, millions need to go home. We also need investigations into fraud at every level of the government, and to fire all the government unions.
We need a Canadian ICE, millions need to go home. We also need investigations into fraud at every level of the government, and to fire all the government unions.
Identity Attack0.025002124
Insult0.04090862
Profanity0.012687869
Threat0.025961896
Severe Toxicity0.0029754639
Low Tox 0.11316007 Low Con 0.281 Policy_Critique
Jan 27, 2026 133 likes Inside Canada's Indian Invasion...
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health …
Get them all out!...it will open millions of jobs, there will be homes for our homeless and rents will decrease, there will be less wait times in the hospitals and less strain on our health services, no 5 block line ups at the soup kitchen and food banks. Need I continue??? You get the idea. Sorry...Canada Belongs to Canadians and Canadians Needs Come First!
Identity Attack0.052944973
Insult0.02708937
Profanity0.011782649
Threat0.012233571
Severe Toxicity0.0034713745
Low Tox 0.11212669 Constructive 0.706
Dec 24, 2025 Deportations From Canada at Their …
Fake news! It's not dividing the country, it is stopping those who stand to make millions off of the backs of Canadians. Full STOP!
Fake news! It's not dividing the country, it is stopping those who stand to make millions off of the backs of Canadians. Full STOP!
Identity Attack0.024600167
Insult0.035443626
Profanity0.014771583
Threat0.008401625
Severe Toxicity0.0025177002
Low Tox 0.11078331 Moderate Con 0.37 Policy_Critique
Feb 11, 2026 137 likes Canada's tighter immigration policy divides …
This is propaganda served up by Trudeau's government to try and silence media with any form of criticism towards Immigration, especially handing out $600 million in payments to social and news media who would not …
This is propaganda served up by Trudeau's government to try and silence media with any form of criticism towards Immigration, especially handing out $600 million in payments to social and news media who would not question and only speak favorably on the influx of migrants to Canada. Luckily most Canadians are very aware of what's going on, Trudeau is unilaterally telling Canadians we have to pay for a mass exodus of economic migrants into Canada without a single debate in parliament or even a word to the Canadian people about this horrible idea.
Identity Attack0.031980325
Insult0.054376744
Profanity0.0138151245
Threat0.007819066
Severe Toxicity0.0024604797
Low Tox 0.1100022 Constructive 0.569
Jan 11, 2019 How much do refugees and …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that …
Is Stopping them from coming in, not the easiest answer? Give back the part time jobs to Canadian teens so they can afford to go to school and send home the 8 million immigrants that came into the country during the time of Trudeau and Carney. This will lower cost of housing, right now it takes 5 people on minimum wage to afford a 1 bedroom apartment and we wonder why we have so many people living on the streets. This will open jobs lower prices on food and allow the future generation to afford a a home.
Identity Attack0.048480038
Insult0.033460364
Profanity0.013439372
Threat0.008582866
Severe Toxicity0.0030136108
Low Tox 0.104795754 Constructive 0.681
Sep 29, 2025 IRCC Names India in Study …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
The problem job info directly to India, there is no chance to Canadian generations, Canadian right now only 2 mio India just wait until.10 years it's gonna be 20 millions so canada is finish
Identity Attack0.06795148
Insult0.021094928
Profanity0.013985921
Threat0.011042561
Severe Toxicity0.002822876
Low Tox 0.10045706 Low Con 0.243 Fear_Threat
Feb 14, 2026 Inside Canada's Indian Invasion...
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual "Canadians".
Identity Attack0.07673789
Insult0.027841117
Profanity0.010365041
Threat0.006136116
Severe Toxicity0.0018882751
Low Tox 0.09741997 Moderate Con 0.336 Identity_Assertion
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
Canadian economy is heavily propped up with exploiting people, everyone gets a share of the spoils, colleges, employment, real estate 10s of billions of dollars 2 million people by $500 a month in rent minimum …
Canadian economy is heavily propped up with exploiting people, everyone gets a share of the spoils, colleges, employment, real estate 10s of billions of dollars 2 million people by $500 a month in rent minimum 2 million x 365 days x $10 in food 2 million x $20,000 in tuition per year, and this is all low end numbers I'm using.
Identity Attack0.028016793
Insult0.03070583
Profanity0.0127561875
Threat0.0069387536
Severe Toxicity0.0020503998
Low Tox 0.08795626 Moderate Con 0.489 Economic_Argument
Feb 5, 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 …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, …
Why does Canada need 1 million international students (as per Statista) it makes no sense. The total working population is around 20mn, where can we absorb 5% more suddenly assuming all these want to work, and plus there will be local Canadian students. This is a monumental fraud which needs to stop. Even USA with 9x population and economy doesnt have so many students
Identity Attack0.016460562
Insult0.026960457
Profanity0.0128245065
Threat0.006272047
Severe Toxicity0.0011968613
Low Tox 0.06065326 Constructive 0.538
Sep 30, 2025 1 likes IRCC Names India in Study …
So how much 28k canadians were contributing in economy compared to half million indians. You will have answers.
So how much 28k canadians were contributing in economy compared to half million indians. You will have answers.
Identity Attack0.04203484
Insult0.016860934
Profanity0.010945748
Threat0.006440342
Severe Toxicity0.0015068054
Low Tox 0.056016337 Low Con 0.235
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like …
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like you need to shut the program down until you get caught up. This seems quite mis-managed, who was in charge for the last 10 years to let this spiral out of control so badly?
Identity Attack0.01565665
Insult0.025929155
Profanity0.011014067
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.055274166 Constructive 0.677 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k …
In the US in 2025, ICE has deported half a million who are not in the US legally, and an estimated additional 1.5 million have self-deported, in some cases with government financial incentives. So 50k deportations might represent a comparably active effort for Canada, and 18k might be creditable for a Liberal government. But the effort sounds rather bureaucratic, and focused only on rejected refugee applications. I would want to know how many of these "deportations" are entirely on paper -- "your application has been rejected, please let yourself out at your earliest convenience." They spent roughly $5k per deportee, and that would cover air fare if the deportations were done privately, but adjudication costs money, and governments find many ways to make everything much more expensive. Also, if refugee claims can be judged false or inadequate, where are the efforts to determine whether "students" are really students? By the same token, the world is a dangerous place. I figure all those living in any of the many violent inner-city neighborhoods in the US have reason to fear for their lives. Similar facts are true of many millions around the world, and most of them would be rejected by Canadian immigration because they'd be safe if they simply moved to places they can't afford.
Identity Attack0.015455672
Insult0.022255141
Profanity0.014259194
Threat0.0074565844
Severe Toxicity0.0015640259
Low Tox 0.050078966 Constructive 0.685 Policy_Critique
Dec 30, 2025 1 likes Deportations From Canada at Their …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. …
Canada must repeat what it did in the 1930's and the 1940's. Canada needs to bring 5 million immigrants from Eastern Europe, like Poland, Portugal, Romania, Ukraine, Russia, Serbia, Bosnia, Lithuania, Estonia, Hungary, Macedonia etc. Just look at the Eastern Europeans in Canada, they and their Canadian born children and grandchildren have learned and speak English language fluently. In Canada, people speak English and French. The British and the French values must be upheld. God save the King.
Identity Attack0.031722516
Insult0.014580919
Profanity0.010365041
Threat0.007534259
Severe Toxicity0.0018882751
Low Tox 0.04711028 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration …
As a Canada who speaks both French and English and who follows politics quite closely, I have to say that the headline and some of the reporting here is quite misleading. A reduction in immigration has broad support across Canada. I wouldn't say that notion is dividing the country in any significant way. You do have certain industry groups that disagree, but among the population these reductions have broad support. This is a historic change in public opinion in Canada, but it has been driven by the unprecedented increase in immigration under the last term of the Trudeau government. To put this in context, non-permanent residents in Canada numbered around 1.5 million on Q3 2023, but by Q3 2025, that number sat a just over 3 million. The previous government increased immigration targets by 3 or 4 times over what they had been for years, which caused a number of economic issues. Essentially, the volume was simply too high for the economy and society to support. This was unfair to both Canadians and new comers, many of which could not find employment or afford a decent place to live. The changes being suggested are largely bringing Canada back to what the targets were for over a decade before, though a bit lower to account for the sudden surge. Canada remains one of the most pro-immigration countries in the world. However, and this is where I think DW's reporting is misleading, there is a distinction to be made between policies at the federal level and policies at the provincial level. Immigration, per our constitution, is a federal matter, however, Quebec in particular is distinct from other provinces. I don't mean only culturally and linguistically, but also in the powers that have been devolved to it by the federal government. On the question of immigration, Quebec has more powers and more ability to set its immigration targets and programs than any of the other 9 provinces. The particular program discussed here, the Quebec Experience Program (PEQ), is a particular immigration stream that only existed in Quebec. So what is happening with that program cannot be labeled as a whole-of-Canada thing. Where the changes to the PEQ are controversial, unlike the general changes at the federal level, is that people who immigrated under that specific program were promised certain things. There was a multi-year time line to Permanent Residency and then Citizenship. Many of those people have been in Quebec for 5-8 years already. However, the changes made to the program were done in such a way where people who many years into the program, had gotten an education, started a career, had children, ect. are now being told they can't continue and must leave Canada. There are even stories of people who married Canadians, now have children, and the one parent who was under this program now faces the possibility of having to leave Canada and be separated from their family. All through no fault of their own. That is what many people see as unfair, and I agree, however limiting future applications under the program, to bring in less people, that is not controversial. Canada has no responsibility to bring in people who are not already in Canada, but Canada does have some responsibility towards people who uprooted their lives to move to Canada and built new lives here based on promises and representations made to them by the Canadian and Quebecois governments. We should no simply kick those people out of the country.
Identity Attack0.011099357
Insult0.022899706
Profanity0.013029462
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.043399423 Constructive 0.821 Policy_Critique
Feb 11, 2026 29 likes Canada's tighter immigration policy divides …
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
Identity Attack0.018771807
Insult0.014390918
Profanity0.009733095
Threat0.0070552654
Severe Toxicity0.0011301041
Low Tox 0.039935954 Constructive 0.597 Economic_Argument
Jan 20, 2026 5 likes Why Canada’s immigration system has …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live …
It’s about time and I have nothing to say about bad about immigration as thats how Canada was built and I’ve come to realize that Canadian Citizens are paying the government for rent to live in Canada to a particular group of people who weren’t the First people of Canada especially if the Government allows the information out !! Also 340 million is cheaper than keeping them here
Identity Attack0.01666154
Insult0.014276917
Profanity0.00997221
Threat0.0063432488
Severe Toxicity0.0011396408
Low Tox 0.036162965 Constructive 0.609
Dec 31, 2025 1 likes Deportations From Canada at Their …
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. …
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. It’s not that we don’t want people coming. It’s just that we have no housing housing has to increase by millions of unitsand we were in the process of doing that right now.
Identity Attack0.02439919
Insult0.013250912
Profanity0.010057608
Threat0.0063497215
Severe Toxicity0.0011491776
Low Tox 0.035220183 Constructive 0.691 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
Identity Attack0.016460562
Insult0.012376905
Profanity0.010911589
Threat0.006440342
Severe Toxicity0.0010204315
Low Tox 0.02920996 Low Con 0.159
Aug 26, 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.