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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: "There is NO divide. Canadians …" 42 comments · Page 2 of 2
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 …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Identity Attack0.048995655
Insult0.024640027
Profanity0.012517073
Threat0.006537435
Severe Toxicity0.0017261505
Low Tox 0.09033044 Constructive 0.578 Identity_Assertion
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
There is NO divide. Canadians overwhelmingly want less immigration. Only the business elite wants massive levels of immigration because they want cheap foreign labour.
There is NO divide. Canadians overwhelmingly want less immigration. Only the business elite wants massive levels of immigration because they want cheap foreign labour.
Identity Attack0.053399716
Insult0.025929155
Profanity0.010518758
Threat0.0062332097
Severe Toxicity0.0013923645
Low Tox 0.08479069 Moderate Con 0.322 Policy_Critique
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
Its the Canadian politicians that is dividing Canada ... the people here are united .
Its the Canadian politicians that is dividing Canada ... the people here are united .
Identity Attack0.038425524
Insult0.026702631
Profanity0.010450439
Threat0.0066151097
Severe Toxicity0.0014972687
Low Tox 0.07371122 Moderate Con 0.432 Identity_Assertion
Feb 11, 2026 2 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 …
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is …
All high trust societies around the world are being destroyed. Division and strife is being cultivate by design. A population divided can not come together to oppose the government. The trucker convoys in Canada is EXACTLY what they are trying to prevent. That's why the Canadian govt came down so hard on the truckers. It's happening to all western countries at the same time for the same reason. We are the greatest threat to the globalist powers maneuvering to rule the world.
Identity Attack0.014752249
Insult0.02373764
Profanity0.01309778
Threat0.011223801
Severe Toxicity0.0019836426
Low Tox 0.0665887 Constructive 0.526
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are …
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are productive and positive members of the community. The one common agreed upon idea is that canadian immigration needs to be tightened up so the posative people can get in and the people who would take advantage of or be criminals are kept outno matter what country they come from.
Identity Attack0.035847444
Insult0.025929155
Profanity0.010689554
Threat0.006809296
Severe Toxicity0.0014686584
Low Tox 0.06579731 Constructive 0.796 Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians are united on this issue, not divided. Please stop it with the misinformation.
Canadians are united on this issue, not divided. Please stop it with the misinformation.
Identity Attack0.009212466
Insult0.02373764
Profanity0.010245483
Threat0.006712203
Severe Toxicity0.0008583069
Low Tox 0.050573748 Moderate Con 0.455 Moral_Argument
Mar 1, 2026 Canada's tighter immigration policy divides …
False reporting. Canada is not divided on this issue. The majority of Canadians support reduction of immigration numbers. The country has suffered severe strains on housing, healthcare & infrastructure due to over-immigration.
False reporting. Canada is not divided on this issue. The majority of Canadians support reduction of immigration numbers. The country has suffered severe strains on housing, healthcare & infrastructure due to over-immigration.
Identity Attack0.015757138
Insult0.018710041
Profanity0.00998929
Threat0.006162008
Severe Toxicity0.0010156631
Low Tox 0.044388983 Constructive 0.621 Policy_Critique
Feb 12, 2026 4 likes Canada's tighter immigration policy divides …
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 …
Canadian here. No, no it doesn't "divide" our great country. Where was France 24 in 2024 when our transit and hospital systems where overwhelmed by foreign students, the vast majority with very rich parents?
Canadian here. No, no it doesn't "divide" our great country. Where was France 24 in 2024 when our transit and hospital systems where overwhelmed by foreign students, the vast majority with very rich parents?
Identity Attack0.026408968
Insult0.014960921
Profanity0.010365041
Threat0.0059128017
Severe Toxicity0.0011587143
Low Tox 0.04067813 Constructive 0.642 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
Canadians are not divided over that if anything they think the Government is not reducing immigration enough
Canadians are not divided over that if anything they think the Government is not reducing immigration enough
Identity Attack0.019475231
Insult0.012756908
Profanity0.010296722
Threat0.0067963502
Severe Toxicity0.0011301041
Low Tox 0.034041706 Moderate Con 0.332 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Temporary Foreign Worker Program is not immigration. Nice try France24. Canadian here and we are not divided.
Temporary Foreign Worker Program is not immigration. Nice try France24. Canadian here and we are not divided.
Identity Attack0.017364962
Insult0.013364912
Profanity0.009869732
Threat0.0059969495
Severe Toxicity0.00091552734
Low Tox 0.032863233 Moderate Con 0.47 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I don’t think the average Canadian is divided on tightening immigration. Not well researched reporting.
I don’t think the average Canadian is divided on tightening immigration. Not well researched reporting.
Identity Attack0.014450782
Insult0.013630914
Profanity0.009553759
Threat0.0059257476
Severe Toxicity0.00074386597
Low Tox 0.031449065 Moderate Con 0.455 Policy_Critique
Feb 18, 2026 1 likes Canada's tighter immigration policy divides …
Unfortunately, collateral damage is expected. The country is not divided. Some may not admit it but this is the direction most of the Canadians want the government to take. I stand with my prime minister.
Unfortunately, collateral damage is expected. The country is not divided. Some may not admit it but this is the direction most of the Canadians want the government to take. I stand with my prime minister.
Identity Attack0.007029593
Insult0.013516913
Profanity0.009630617
Threat0.008738215
Severe Toxicity0.0010681152
Low Tox 0.030859824 Constructive 0.662 Policy_Critique
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Canadian here. We are not divided.
Canadian here. We are not divided.
Identity Attack0.014149316
Insult0.010210892
Profanity0.010996987
Threat0.006433869
Severe Toxicity0.0009012222
Low Tox 0.024967449 Moderate Con 0.464 Identity_Assertion
Feb 17, 2026 Canada's tighter immigration policy divides …

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.