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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: "All the countries around the …" 115 comments · Page 5 of 5
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a place where they feel they belong—whether it's a gated community with an average household income of $250,000, or a neighborhood where Italian is predominantly spoken. With the exception of Indigenous peoples, everyone here has settled on land that once belonged to someone else, reshaping it to fit their own culture and needs. In Canada, this dynamic is particularly visible. It’s one of the easiest countries in the world to migrate to—whether through official channels or otherwise—largely due to historically lenient laws. Beyond immigration, Canada faces deeper systemic challenges. From weak enforcement around serious crimes to broader identity issues, the country may be in need of a serious re-evaluation. At its core, Canada must ask itself what it stands for, and what kind of nation it wants to be.
Identity Attack0.06704199
Insult0.02425329
Profanity0.027137227
Threat0.00967031
Severe Toxicity0.0031280518
Low Tox 0.09568449 Constructive 0.672 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
Identity Attack0.034816213
Insult0.015568925
Profanity0.016479544
Threat0.011379151
Severe Toxicity0.0024414062
Low Tox 0.08479069 Low Con 0.297 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the same year our PM was waiting at the airport for the arrival of some refugees with winter coats for them and their Medicare cards, as well as housing provided for them. I had to run around for a full month trying to get my drivers license renewed since it had expired, and had to wait a full 6 months to get a probationary Medicare card, p-r-o-b-a-t-i-o-n-a-r-y....I felt outraged. I am not saying that many don't have a valid reason to flee their country, but when they know that they will receive housing and cash, of course people will flock to Canada, even if they aren't fleeing something.
Identity Attack0.020681098
Insult0.032248367
Profanity0.018392462
Threat0.0070552654
Severe Toxicity0.0022792816
Low Tox 0.08004235 Constructive 0.839
Feb 15, 2018 19 likes How much do refugees and …
It's not just Canada It's around the world. Councils and governments just let our towns be take over. I live in the country (Australia) and it's happening way out in nowhere. Won't be long before …
It's not just Canada It's around the world. Councils and governments just let our towns be take over. I live in the country (Australia) and it's happening way out in nowhere. Won't be long before this is little India too
Identity Attack0.050671257
Insult0.02425329
Profanity0.013507691
Threat0.007547205
Severe Toxicity0.0019931793
Low Tox 0.079250954 Constructive 0.617 Fear_Threat
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
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 …
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)
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)
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)
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally …
There are a lot of issues around immigration. Firstly, the IRCC filters receiving low skilled people, second most of them are located on main cities and provinces, most of the country is empty and finally if you are gonna keep your traditions here, do it inside your four walls. I begin to understand why Québec is willing to be independent.
Identity Attack0.01857083
Insult0.019741343
Profanity0.010194245
Threat0.0062332097
Severe Toxicity0.0010919571
Low Tox 0.046120718 Constructive 0.68 Policy_Critique
Sep 6, 2025 2 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 …
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
Identity Attack0.025806036
Insult0.010476895
Profanity0.014600786
Threat0.0070164283
Severe Toxicity0.0014591217
Low Tox 0.034748793 Moderate Con 0.495 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
the only country around the globe where you are served in coffee shops and at checkouts in stores by people with higher medical and engineering degrees, since they all came as students
Identity Attack0.011691323
Insult0.013478912
Profanity0.012038844
Threat0.006051969
Severe Toxicity0.0010156631
Low Tox 0.032863233 Moderate Con 0.432
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is …
The overwhelming problem that people struggle to realize is Canada with its roughly 40,000,000 people are going to notice an influx from a country that has over 1 billion and is quickly modernizing which is allowing families to leave their country and immigrant around the world just like they should. Localization is only prompted by friendly circumstances. It is seen everywhere with cultural neighborhoods
Identity Attack0.014852738
Insult0.011730902
Profanity0.00952814
Threat0.005919275
Severe Toxicity0.0008583069
Low Tox 0.026617315 Constructive 0.573 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is the most friendly country in the world, they should accept alll the refugees all around thr world! That's they responsibility, and they are glad to do so😊😊😊😊Make the world a better place
Canada is the most friendly country in the world, they should accept alll the refugees all around thr world! That's they responsibility, and they are glad to do so😊😊😊😊Make the world a better place
Identity Attack0.010211408
Insult0.009127886
Profanity0.011902207
Threat0.006589218
Severe Toxicity0.001115799
Low Tox 0.020960633 Constructive 0.627
Nov 26, 2025 1 likes Thousands of refugees allowed into …
The greatest country has greatest debt in world around $38 trillion
The greatest country has greatest debt in world around $38 trillion
Identity Attack0.0038107792
Insult0.008329881
Profanity0.012414595
Threat0.00636914
Severe Toxicity0.0008583069
Low Tox 0.015016444 Low Con 0.201 Economic_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...

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.