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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: "And from the numbers that …" 415 comments · Page 13 of 17
They should have the SIN numbers cancelled and all other benefits
They should have the SIN numbers cancelled and all other benefits
Identity Attack0.008842488
Insult0.01465692
Profanity0.016342908
Threat0.010680079
Severe Toxicity0.0024414062
Low Tox 0.054531995 Low Con 0.174 Call_To_Action
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
"Slashed targets" is a snow job - don't believe the hype! These new "slashed" numbers near the start of the video are DOUBLE what they were before Justin/liberals took power a decade ago.
"Slashed targets" is a snow job - don't believe the hype! These new "slashed" numbers near the start of the video are DOUBLE what they were before Justin/liberals took power a decade ago.
Identity Attack0.0051427023
Insult0.024640027
Profanity0.013883443
Threat0.0071070488
Severe Toxicity0.0013160706
Low Tox 0.054284602 Low Con 0.196
Jan 3, 2026 29 likes New rules, regulations take effect …
Talk is cheap. IRCC claiming to have slowed the intake means nothing...Stats Can numbers will tell the story at the end of 2026. Not surprising that Carney is cutting 850 jobs from stats can. lol
Talk is cheap. IRCC claiming to have slowed the intake means nothing...Stats Can numbers will tell the story at the end of 2026. Not surprising that Carney is cutting 850 jobs from stats can. lol
Identity Attack0.002210622
Insult0.026831545
Profanity0.014600786
Threat0.006543908
Severe Toxicity0.0010824203
Low Tox 0.05304765 Moderate Con 0.318
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
the numbers should be 2.96 million. this is weak, do better canada
the numbers should be 2.96 million. this is weak, do better canada
Identity Attack0.012240025
Insult0.02122384
Profanity0.011475217
Threat0.0069905366
Severe Toxicity0.0012302399
Low Tox 0.05205809 Low Con 0.169 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
Identity Attack0.04667538
Insult0.016556932
Profanity0.011936366
Threat0.006763986
Severe Toxicity0.0015830994
Low Tox 0.051563308 Constructive 0.636 Comparative_Framing
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Gotta pump those numbers up, those are rookie numbers
Gotta pump those numbers up, those are rookie numbers
Identity Attack0.0050687063
Insult0.016024929
Profanity0.027273865
Threat0.012337137
Severe Toxicity0.0025367737
Low Tox 0.05131592 Low Con 0.19
Dec 28, 2025 Deportations From Canada at Their …
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
The cuts to temporary foreign workers, refugees, and other immigrants do not go near far enough. Maximum number allowed, in total, should be no more than 60,000, laser focused on STEM and medical grads.
Identity Attack0.033784978
Insult0.0154929245
Profanity0.009835573
Threat0.007521313
Severe Toxicity0.0014400482
Low Tox 0.050573748 Moderate Con 0.418 Policy_Critique
Jan 6, 2026 58 likes Canada’s new rules in 2026
What about the large number of visitors from Kenya and Nigeria who have now filed for asylum? Yet they came as visitors
What about the large number of visitors from Kenya and Nigeria who have now filed for asylum? Yet they came as visitors
Identity Attack0.034816213
Insult0.0151129225
Profanity0.015147334
Threat0.0066215824
Severe Toxicity0.0017166138
Low Tox 0.050326355 Moderate Con 0.349
Oct 4, 2025 1 likes IRCC Names India in Study …
Although small number, Almost 60% of Indian immigrants in Nova Scotia works as Uber driver or Tim Hortons.
Although small number, Almost 60% of Indian immigrants in Nova Scotia works as Uber driver or Tim Hortons.
Identity Attack0.054763943
Insult0.017420914
Profanity0.01627459
Threat0.007145886
Severe Toxicity0.0016593933
Low Tox 0.049584184 Moderate Con 0.416
Aug 26, 2025 Why Canadians Are Turning Against …
Less than 20k? That's not enough. Canada has to bump those deportation numbers way up.
Less than 20k? That's not enough. Canada has to bump those deportation numbers way up.
Identity Attack0.019274252
Insult0.014884921
Profanity0.010740792
Threat0.010705971
Severe Toxicity0.0013542175
Low Tox 0.049336795 Moderate Con 0.348
Dec 28, 2025 Deportations From Canada at Their …
We are not a number. Wow, their attitude now. Not an immigration asset for Canada.
We are not a number. Wow, their attitude now. Not an immigration asset for Canada.
Identity Attack0.0233943
Insult0.017163089
Profanity0.009767254
Threat0.006382086
Severe Toxicity0.0011873245
Low Tox 0.04760506 Low Con 0.253 Identity_Assertion
Nov 20, 2025 37 likes Quebec Ends Economic Immigration Program …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious steps to decrease and even stop immigration. Denmark a good example.
Identity Attack0.022590388
Insult0.02012808
Profanity0.010330882
Threat0.0065244893
Severe Toxicity0.0011491776
Low Tox 0.04735767 Moderate Con 0.456 Unverified_Claim
Dec 31, 2025 Deportations From Canada at Their …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial …
English and French colonization had a devastating and intentional impact on the Indigenous languages of Canada, leading to the severe endangerment and, in some cases, extinction of many languages. This was achieved through explicit colonial policies aimed at cultural assimilation and the suppression of Indigenous identities.  Key Impacts of Colonization Forced Assimilation via Residential Schools: The most significant factor in language loss was the government-funded, church-run residential school system, which operated from the 19th century to the late 20th century. Indigenous children were forcibly removed from their families and communities and sent to these schools. Punishment for Speaking Native Tongues: In the schools, children were forbidden to speak their Indigenous languages and were often subjected to severe physical, emotional, and sexual abuse if they did. Intergenerational Trauma and Knowledge Loss: The experience in residential schools caused profound trauma. Survivors often did not teach their children their traditional languages, partly out of fear of punishment and partly because their own fluency had been impacted, which inhibited the languages from being passed to the next generation. Discriminatory Legislation: The Indian Act: This legislation, along with other colonial policies, was used to suppress Indigenous cultural expression, including language. Official Languages Act: Canada's official language policies recognize only English and French as dominant languages, effectively marginalizing the over 60 distinct Indigenous languages that existed on the land long before European settlement. Dispossession of Land: Forcible removal of Indigenous communities from their traditional lands and onto reserves disrupted the deep connection between language, culture, and the natural environment. Indigenous languages often encode unique knowledge about local ecosystems, which was lost when communities were displaced. Social Stigmatization: Colonial ideologies viewed Indigenous cultures and languages as "inferior" or "savage," promoting English and French as the languages of "modernity" and "progress". This created a social hierarchy where speaking an Indigenous language could be a barrier to education and employment opportunities in the dominant society.  Current Situation and Revitalization Efforts The legacy of these policies has resulted in low numbers of fluent Indigenous language speakers today, with many languages considered endangered or critically endangered. However, there are significant ongoing efforts toward language revitalization.  The Canadian federal government passed the Indigenous Languages Act in 2019, which aims to support the efforts of Indigenous peoples to reclaim, revitalize, maintain, and strengthen their languages. Indigenous communities, educational institutions, and organizations are actively working to preserve languages through immersion programs, community initiatives, and documentation. UNESCO has declared 2022 to 2032 the International Decade of Indigenous Languages to draw global attention to the urgent need for preservation and promotion.
Identity Attack0.026408968
Insult0.019934712
Profanity0.014122557
Threat0.008738215
Severe Toxicity0.0016593933
Low Tox 0.04735767 Constructive 0.612 Moral_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Those are rookie numbers, you’ve gotta pump those numbers up
Those are rookie numbers, you’ve gotta pump those numbers up
Identity Attack0.0038477771
Insult0.017012933
Profanity0.025360947
Threat0.010265815
Severe Toxicity0.0021457672
Low Tox 0.04711028 Low Con 0.214 Humor_Satire
Dec 24, 2025 1 likes Deportations From Canada at Their …
Deported 18k yet let in 400k per year.The numbers should be around 500k deported per year.Govt wouldn't have to waste millions on deportations if they weren't let in in the first place.
Deported 18k yet let in 400k per year.The numbers should be around 500k deported per year.Govt wouldn't have to waste millions on deportations if they weren't let in in the first place.
Identity Attack0.016862517
Insult0.01302291
Profanity0.010108846
Threat0.007948523
Severe Toxicity0.0012111664
Low Tox 0.04686289 Constructive 0.516 Unverified_Claim
Dec 24, 2025 8 likes Deportations From Canada at Their …
Thats really slashing the numbers 😂 by a big 15000 give me a break
Thats really slashing the numbers 😂 by a big 15000 give me a break
Identity Attack0.005956655
Insult0.01465692
Profanity0.02522431
Threat0.009903334
Severe Toxicity0.002412796
Low Tox 0.045873325 Low Con 0.243 Humor_Satire
Jan 4, 2026 1 likes New rules, regulations take effect …
That numbers a joke….last I heard there was over 40,000 outstanding immigration warrants in Torona alone.
That numbers a joke….last I heard there was over 40,000 outstanding immigration warrants in Torona alone.
Identity Attack0.015053716
Insult0.016860934
Profanity0.01174849
Threat0.0061878995
Severe Toxicity0.001039505
Low Tox 0.045873325 Moderate Con 0.42
Dec 26, 2025 Deportations From Canada at Their …
the number should be ZERO !!! close the boarder !
the number should be ZERO !!! close the boarder !
Identity Attack0.0022753682
Insult0.01465692
Profanity0.012073003
Threat0.010291707
Severe Toxicity0.0018119812
Low Tox 0.045378547 Low Con 0.218
Jan 5, 2026 New rules, regulations take effect …
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Let’s interview the guy who makes more money when immigration numbers are high. Great unbiased reporting there🎉
Identity Attack0.015053716
Insult0.017743196
Profanity0.010091767
Threat0.006149062
Severe Toxicity0.000872612
Low Tox 0.044636376 Low Con 0.245 Meta_Commentary
Jan 19, 2026 87 likes Why Canada’s immigration system has …
those are rookie numbers bump those numbers up.
those are rookie numbers bump those numbers up.
Identity Attack0.003385304
Insult0.015340924
Profanity0.01846078
Threat0.011767523
Severe Toxicity0.001821518
Low Tox 0.044388983 Low Con 0.277
Dec 31, 2025 2 likes Deportations From Canada at Their …
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 …
We have the power in numbers and have taken Canada
We have the power in numbers and have taken Canada
Identity Attack0.019374741
Insult0.014884921
Profanity0.01309778
Threat0.010110466
Severe Toxicity0.0020313263
Low Tox 0.044141594 Low Con 0.274 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I understand needing a cap on overwhelming immigration numbers. However, this was very badly handled.
I understand needing a cap on overwhelming immigration numbers. However, this was very badly handled.
Identity Attack0.01656105
Insult0.01465692
Profanity0.011594773
Threat0.006861079
Severe Toxicity0.0010919571
Low Tox 0.0438942 Moderate Con 0.495
Nov 24, 2025 Quebec Ends Economic Immigration Program …
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 …
As soon as someone says "listen" with that tone I'm like 80% less inclined to care about anything they say afterwards. Of course they're humans but when you invite ten guests to your table of …
As soon as someone says "listen" with that tone I'm like 80% less inclined to care about anything they say afterwards. Of course they're humans but when you invite ten guests to your table of eight, unfortunately numbers become relevant and someones going to be upset.
Identity Attack0.0031818156
Insult0.01890341
Profanity0.017572641
Threat0.0071199946
Severe Toxicity0.0010156631
Low Tox 0.04315203 Constructive 0.671 Meta_Commentary
Nov 25, 2025 Quebec Ends Economic Immigration Program …

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.