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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: "Canadians can't afford the Canadian …" 91 comments · Page 4 of 4
As A Canadian Sienor That Can't Afford To Retire. With Over Half My Income In Several Taxes. And They Get To Enjoy OVER TWO YEARS OF MONEY WHILE WAITING FOR A IMAGRATION HEARING
As A Canadian Sienor That Can't Afford To Retire. With Over Half My Income In Several Taxes. And They Get To Enjoy OVER TWO YEARS OF MONEY WHILE WAITING FOR A IMAGRATION HEARING
Identity Attack0.022188433
Insult0.018710041
Profanity0.011680172
Threat0.0063626673
Severe Toxicity0.0015258789
Low Tox 0.05131592 Moderate Con 0.37
Nov 21, 2025 18 likes Thousands of refugees allowed into …
Canadian sleeping in their Cars🚙 in extreme cold weather conditions can’t find jobs / affordable housing our youths need job/affordable housing / future Our Gov. Must step in to clear the mess
Canadian sleeping in their Cars🚙 in extreme cold weather conditions can’t find jobs / affordable housing our youths need job/affordable housing / future Our Gov. Must step in to clear the mess
Identity Attack0.022590388
Insult0.02103047
Profanity0.010467518
Threat0.006420923
Severe Toxicity0.0018024445
Low Tox 0.050821137 Moderate Con 0.459 Economic_Argument
Jan 18, 2026 3 likes 2.9 million Canadian temporary visas …
Canadians students cannot afford to go to school. How many do you know in education debt, working a job not in their field?
Canadians students cannot afford to go to school. How many do you know in education debt, working a job not in their field?
Identity Attack0.029144434
Insult0.018516673
Profanity0.009664777
Threat0.005818945
Severe Toxicity0.0011205673
Low Tox 0.050573748 Moderate Con 0.353 Economic_Argument
Jan 19, 2026 28 likes 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 needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Canada needs repatriation uf it wants to survive. Young Canadians can't afford housing or families. (Or is that the plan?)
Identity Attack0.029402243
Insult0.015948927
Profanity0.010689554
Threat0.007340072
Severe Toxicity0.0016498566
Low Tox 0.048594624 Moderate Con 0.336
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Canadians didn’t stop having babies in the last few years… people stopped having babies since 2015, because they can’t afford to raise them. Bottom line!!
Canadians didn’t stop having babies in the last few years… people stopped having babies since 2015, because they can’t afford to raise them. Bottom line!!
Identity Attack0.018771807
Insult0.01767874
Profanity0.010347961
Threat0.006537435
Severe Toxicity0.001411438
Low Tox 0.044388983 Low Con 0.255
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
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 …
This means rents and property affordability will go up. This lawyer doesn’t care about Canadians paying close to 70% of their income twists housing as he likely clears three figures. Would he do this pro-bono? …
This means rents and property affordability will go up. This lawyer doesn’t care about Canadians paying close to 70% of their income twists housing as he likely clears three figures. Would he do this pro-bono? Probably not’
Identity Attack0.0060676485
Insult0.02012808
Profanity0.011201942
Threat0.006058442
Severe Toxicity0.0008201599
Low Tox 0.037105743 Moderate Con 0.416
Nov 24, 2025 Quebec Ends Economic Immigration Program …
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their …
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their small towns and hold on to small dreams… Here in Vancouver, the new immigrants wish to stay in and invest in large urban areas. They have extended family support to buy the real estate. Small-town Canadians don’t have a chance in this competition.
Identity Attack0.017465452
Insult0.01632893
Profanity0.009365883
Threat0.0058804373
Severe Toxicity0.00086307526
Low Tox 0.035220183 Constructive 0.605 Economic_Argument
Jun 20, 2025 24 likes How Canada broke its immigration …
The 10:57 fact that they are thriving and Canadian born citizens can’t afford groceries and are living pay check to pay check
The 10:57 fact that they are thriving and Canadian born citizens can’t afford groceries and are living pay check to pay check
Identity Attack0.015958117
Insult0.013706914
Profanity0.010006369
Threat0.0059322207
Severe Toxicity0.0010538101
Low Tox 0.033334624 Moderate Con 0.351 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
People don't have kids because they can't afford it. Make life affordable and Canadians will have more kids. That's the best solution.
People don't have kids because they can't afford it. Make life affordable and Canadians will have more kids. That's the best solution.
Identity Attack0.0093974555
Insult0.012338906
Profanity0.009570839
Threat0.006537435
Severe Toxicity0.0010299683
Low Tox 0.028149333 Moderate Con 0.395 Economic_Argument
Aug 25, 2025 672 likes Why Canadians Are Turning Against …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people …
BC affordable housing used to be a wait of a few months at most, now it takes years, and yes they take people who just walked in to the country. Older Canadians and vulnerable people are not a priority. For that there are shelters, which are not homes, at all.
Identity Attack0.010729378
Insult0.013174911
Profanity0.00948544
Threat0.0060325502
Severe Toxicity0.0008201599
Low Tox 0.024967449 Constructive 0.559 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Without the influx of migrants, wages will increase and Canadians can afford to have children.
Without the influx of migrants, wages will increase and Canadians can afford to have children.
Identity Attack0.0022546225
Insult0.00046997625
Profanity0.000014073342
Threat0.000089552865
Severe Toxicity0.0000027010585
Low Tox 0.0028452694
Apr 14, 2025
Don't go for more than 30 days then. We cant afford it anyways. Lol. The canadian dollar is so weak.
Don't go for more than 30 days then. We cant afford it anyways. Lol. The canadian dollar is so weak.
Identity Attack0.00012326792
Insult0.0006404131
Profanity0.00003436418
Threat0.000027138236
Severe Toxicity0.0000017249787
Low Tox 0.0012921472
Dec 8, 2025
Thank God. We can’t afford them at all and should prioritize helping INDIGENOUS CANADIANS OVER NEW COMERS!
Thank God. We can’t afford them at all and should prioritize helping INDIGENOUS CANADIANS OVER NEW COMERS!
Identity Attack0.0004124779
Insult0.00015949133
Profanity0.000025302395
Threat0.000068962894
Severe Toxicity0.0000030446813
Low Tox 0.00074133277 Moral_Argument
Jun 6, 2025 1 likes
How many Canadians can even afford to go to the States? I can barely afford to go to work.
How many Canadians can even afford to go to the States? I can barely afford to go to work.
Identity Attack0.00034417136
Insult0.00019014589
Profanity0.000022440272
Threat0.000039043804
Severe Toxicity0.000002531054
Low Tox 0.0007101673
Dec 10, 2025

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.