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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: "The only province that has …" 114 comments · Page 4 of 5
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 …
Canada not its provinces promised nothing!!
Canada not its provinces promised nothing!!
Identity Attack0.016159095
Insult0.01929015
Profanity0.01041628
Threat0.006051969
Severe Toxicity0.0013256073
Low Tox 0.045378547 Low Con 0.185 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Identity Attack0.025404079
Insult0.016100928
Profanity0.010006369
Threat0.0062137907
Severe Toxicity0.0010442734
Low Tox 0.043646812 Constructive 0.677 Fear_Threat
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 …
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near …
The large influx of new immigrants is placing significant pressure on both the housing and rental markets. Simultaneously, the labour market is becoming increasingly unbalanced, creating economic challenges and a potential recession in the near future. Young people who grew up here are particularly affected, as many cannot afford to leave their parents' homes, to pay rent, and eventually purchase their own houses. The number of immigrants must align with the health care and economic capacity of provinces to sustain the housing and job markets. Currently, this balance is disrupted, leading to consequences that impact everyone.
Identity Attack0.023595277
Insult0.01617693
Profanity0.011765569
Threat0.0068869707
Severe Toxicity0.0012397766
Low Tox 0.04240986 Constructive 0.635
Nov 26, 2025 Quebec Ends Economic Immigration Program …
There are lots of programs across Canada, if Quebec doesn't many French and English speakers can move to another province easily. I don't understand the protest. As a migrant, I believe we don't need to …
There are lots of programs across Canada, if Quebec doesn't many French and English speakers can move to another province easily. I don't understand the protest. As a migrant, I believe we don't need to protest the host country of their migration
Identity Attack0.025404079
Insult0.013212911
Profanity0.010160086
Threat0.006207318
Severe Toxicity0.00096797943
Low Tox 0.038048524 Constructive 0.791 Policy_Critique
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
All that we be left of Canada 10-15 years from now is Quebec and the Atlantic provinces.
All that we be left of Canada 10-15 years from now is Quebec and the Atlantic provinces.
Identity Attack0.013646871
Insult0.013782915
Profanity0.010894509
Threat0.008789998
Severe Toxicity0.0019264221
Low Tox 0.03545588 Low Con 0.116 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond …
Thank you so much for this video. I just passed the test with 17/20. Few questions are out of this video. And some are tricky. I did some other mock tests as well like Richmond Library, studied the map and etc. Some I remember are: 1. What is the common term for someone elected in Federal elections? A. Riding Winner B. Member of Parliament C. Senate D. Federal Executive. 2. Which of the following represents being Canadian and expresses national identity? A. Symbols like Maple leaf B. Equality C. Unity D. Human Right Commission 3. Jury duty consists of partial jurors and past jurors (in similar meaning) True or False. 4. French and English are: A. Fighting rebellion in 1800s B. French joined hands with Americans to fight against English C. Lived together for 300 years D. All of the above 5. Got a basic question about suffrage movement 6. What are prairie provinces? Saskatchewan, Alberta, Manitoba (SAM) 7. I got a question about provinces from west to east on Canada map. Please look and memorize the provinces locations. 8. Got a question about Peace Arch in Blaine 9. Question about Peace Tower like what was built after first world War. 10. Question about Aboriginals. Ans: First Nations, Metis and Inuits 11. Branches of Parliament Ans: Sovereign, House of commons and Senate 12. Courts do: Ans: Settle disputes These all what I remember. I am not sure which ones I got wrong. Might be in the first 5 I posted here. Test is not difficult but it is better to go through this video multiple times and do some other mock tests as well, in my opinion. Thank you and All the Best 😊
Identity Attack0.010729378
Insult0.017227544
Profanity0.015010698
Threat0.006647474
Severe Toxicity0.0014209747
Low Tox 0.032863233 Constructive 0.818 Personal_Narrative
Feb 10, 2026 21 likes Canadian Citizenship Test 2025 – …
Why do they keep saying Punjab that territory and province is in India.
Why do they keep saying Punjab that territory and province is in India.
Identity Attack0.023193322
Insult0.011692902
Profanity0.013849284
Threat0.0069387536
Severe Toxicity0.0012874603
Low Tox 0.032627538 Low Con 0.255 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tragedy?? Its glorious. They need this in every province.
Tragedy?? Its glorious. They need this in every province.
Identity Attack0.0027563404
Insult0.011844902
Profanity0.010433359
Threat0.00866054
Severe Toxicity0.0011920929
Low Tox 0.032156147 Moderate Con 0.304
Nov 24, 2025 Quebec Ends Economic Immigration Program …
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Oh Great, now they will all move to other Provinces to get to stay in Canada,
Identity Attack0.013847848
Insult0.012946909
Profanity0.010518758
Threat0.006530962
Severe Toxicity0.0012493134
Low Tox 0.030506283 Low Con 0.238
Nov 25, 2025 1 likes Quebec Ends Economic Immigration Program …
Punjab (Pakistan): A province in Pakistan with a large Punjabi population. Punjab (India): A state in India, predominantly Sikh, known for its rich culture.
Punjab (Pakistan): A province in Pakistan with a large Punjabi population. Punjab (India): A state in India, predominantly Sikh, known for its rich culture.
Identity Attack0.023997234
Insult0.011122898
Profanity0.02023706
Threat0.00789674
Severe Toxicity0.0019931793
Low Tox 0.029563503 Moderate Con 0.396 Comparative_Framing
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like …
Canada (Trudeau) Let too many in at the same time... We cant take more for now... we need to prepare schools, more hospitals, ect. Its now time for other provinces to take more .... like quebec, Ontario and BC are overloaded....
Identity Attack0.0044582416
Insult0.012566907
Profanity0.010006369
Threat0.007081157
Severe Toxicity0.0010538101
Low Tox 0.023199737 Constructive 0.595
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Until the provinces can build the healthcare and longterm bed infratructure to meet our current demands, the border should be closed. A huge shortage of physicians and no infrastructure has crippled our healthcare system with …
Until the provinces can build the healthcare and longterm bed infratructure to meet our current demands, the border should be closed. A huge shortage of physicians and no infrastructure has crippled our healthcare system with our current population.
Identity Attack0.0040327664
Insult0.0114649
Profanity0.011389818
Threat0.0066668927
Severe Toxicity0.00076293945
Low Tox 0.02249265 Constructive 0.523 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
You are this was in your province Doug…. Do something about it.
You are this was in your province Doug…. Do something about it.
Identity Attack0.002192123
Insult0.012376905
Profanity0.010245483
Threat0.006738094
Severe Toxicity0.0007915497
Low Tox 0.022139108 Moderate Con 0.33 Call_To_Action
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Just as we french province and china towns 😊
Just as we french province and china towns 😊
Identity Attack0.009989422
Insult0.009393888
Profanity0.013029462
Threat0.0071070488
Severe Toxicity0.0013160706
Low Tox 0.02048268 Moderate Con 0.429 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada …
Quebec actually has had its own immigration policy and section at Canadian embassies throughout the world. Those who wanted to immigrate to Canada found it easier and faster to immigrate through Quebec than through Canada in general. This was due to the French language requirements in order to increase the number of French speakers. However, many would abuse the system by immigrating to Quebec, then move to more anglophone provinces and cities like Toronto or Vancouver...
Identity Attack0.009360458
Insult0.010096892
Profanity0.009562299
Threat0.0061878995
Severe Toxicity0.0006723404
Low Tox 0.020231359 Moderate Con 0.473
Nov 21, 2025 50 likes Quebec Ends Economic Immigration Program …
2nd province to smartin up.
2nd province to smartin up.
Identity Attack0.003607291
Insult0.010856897
Profanity0.010279642
Threat0.006848133
Severe Toxicity0.0008249283
Low Tox 0.019477395 Low Con 0.225
Nov 22, 2025 Quebec Ends Economic Immigration Program …
This used to just be Brampton's reputation, but it is basically every city in every province now
This used to just be Brampton's reputation, but it is basically every city in every province now
Identity Attack0.0054756827
Insult0.010020891
Profanity0.014088398
Threat0.0069905366
Severe Toxicity0.0010061264
Low Tox 0.017969469 Moderate Con 0.349 Fear_Threat
Jan 27, 2026 1,179 likes Inside Canada's Indian Invasion...
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A …
I wonder if this activity is to ELEVATE THE POLICE BUDGET TO BILLIONS AND BILLIONS OF DOLLARS 💸 💵 IN THEIR FAVOR? A CHIEF MALES 350K A ACCIDENT SCENE CALL ASKS 15K TO 20K A MONTH FOR CALL LIST A PROVINCE HAS AVERAGE 20000 ON FORCE EACH MAKING BETWEEN 70K TO 140K EACK A YEARLY! THIS IS A BUSINESS AND BUSINESS IS GOOD 👍
Identity Attack0.0021458757
Insult0.009203887
Profanity0.010433359
Threat0.006647474
Severe Toxicity0.001001358
Low Tox 0.017089844 Moderate Con 0.428 Economic_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
The provinces or Ottawa does not matter who pays - there is only one taxpayer - and that is us.
The provinces or Ottawa does not matter who pays - there is only one taxpayer - and that is us.
Identity Attack0.0034408006
Insult0.010286893
Profanity0.009698936
Threat0.005818945
Severe Toxicity0.00059843063
Low Tox 0.015519086 Moderate Con 0.314
Nov 9, 2019 6 likes How much do refugees and …
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds …
I'm in Halifax, NS. They are here in full force . All over the province really , every small town. 10 deep in a one bedroom apartment. You can get an Uber in 30 seconds tho
Identity Attack0.003866276
Insult0.0086718835
Profanity0.012482914
Threat0.007365964
Severe Toxicity0.0010681152
Low Tox 0.0154562555 Constructive 0.611 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
One of the answers was wrong. The most bilingual province is not Quebec. It is New Brunswick.
One of the answers was wrong. The most bilingual province is not Quebec. It is New Brunswick.
Identity Attack0.006474625
Insult0.009070885
Profanity0.009519599
Threat0.0058577824
Severe Toxicity0.00061511993
Low Tox 0.015142105 Moderate Con 0.327
Jul 24, 2025 3 likes Canadian Citizenship Test 2025 – …
Way to go Quebec! Let the rest of the provinces follow.
Way to go Quebec! Let the rest of the provinces follow.
Identity Attack0.0050687063
Insult0.008652883
Profanity0.009570839
Threat0.006874025
Severe Toxicity0.0007867813
Low Tox 0.014890783 Moderate Con 0.385
Nov 22, 2025 77 likes Quebec Ends Economic Immigration Program …
Why isn’t the aiming that message at Doug Ford and Danielle Smith? They control healthcare in their provinces
Why isn’t the aiming that message at Doug Ford and Danielle Smith? They control healthcare in their provinces
Identity Attack0.002552852
Insult0.009108886
Profanity0.009664777
Threat0.0059516393
Severe Toxicity0.0005054474
Low Tox 0.012754552 Low Con 0.294 Policy_Critique
Feb 24, 2026 'We do know that there's …

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.