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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "We don’t have a government …" 1,794 comments · Page 63 of 72
All done by design you Canadians to bring in the New World order and the one with government
All done by design you Canadians to bring in the New World order and the one with government
Identity Attack0.023796257
Insult0.018774498
Profanity0.010347961
Threat0.006641001
Severe Toxicity0.0015449524
Low Tox 0.045378547 Low Con 0.129 Unverified_Claim
Nov 20, 2025 1 likes Why Canadians Are Turning Against …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
The federal government needs to be investigated for allowing this into our country !
The federal government needs to be investigated for allowing this into our country !
Identity Attack0.008620501
Insult0.01632893
Profanity0.011441057
Threat0.008634649
Severe Toxicity0.0013828278
Low Tox 0.045131154 Low Con 0.251 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Wouldn't it be great to have this video on national TV? Oh wait, that's government controlled....FMC
Wouldn't it be great to have this video on national TV? Oh wait, that's government controlled....FMC
Identity Attack0.0035517942
Insult0.018323302
Profanity0.020783609
Threat0.007534259
Severe Toxicity0.0018119812
Low Tox 0.044883765 Low Con 0.232 Meta_Commentary
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Thank you liberal government...not
Thank you liberal government...not
Identity Attack0.010655383
Insult0.019999169
Profanity0.0128245065
Threat0.006382086
Severe Toxicity0.0012779236
Low Tox 0.044883765 Low Con 0.266 Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
Yes, Canada is included on the list because the liberal government is not protecting our border and letting criminals entering our country.
Yes, Canada is included on the list because the liberal government is not protecting our border and letting criminals entering our country.
Identity Attack0.0049571013
Insult0.014769657
Profanity0.000078386074
Threat0.00045619477
Severe Toxicity0.0000037441553
Low Tox 0.044679325
Dec 10, 2025
The companies don't respond because then they can tell the government that no one is sending them enquiries so that they can hire migrants
The companies don't respond because then they can tell the government that no one is sending them enquiries so that they can hire migrants
Identity Attack0.02721288
Insult0.012984909
Profanity0.012961143
Threat0.0068869707
Severe Toxicity0.0013256073
Low Tox 0.044636376 Low Con 0.214
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The United States government should be harshly criticizing Canada's immigration standards.
The United States government should be harshly criticizing Canada's immigration standards.
Identity Attack0.026609946
Insult0.014276917
Profanity0.010313802
Threat0.0071847234
Severe Toxicity0.0011062622
Low Tox 0.044636376 Low Con 0.195 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians have not been passive. The government has a mission, allow all immigrants to enter Canada even if the citizens are totally against it.
Canadians have not been passive. The government has a mission, allow all immigrants to enter Canada even if the citizens are totally against it.
Identity Attack0.029660052
Insult0.015948927
Profanity0.010177165
Threat0.006602164
Severe Toxicity0.0010728836
Low Tox 0.044636376 Moderate Con 0.495
Sep 7, 2025 3 likes Why Canadians Are Turning Against …
3 million Visas expired and the liberal government don't know where they are or don't care.
3 million Visas expired and the liberal government don't know where they are or don't care.
Identity Attack0.008435511
Insult0.020643732
Profanity0.0127903465
Threat0.006537435
Severe Toxicity0.001077652
Low Tox 0.044141594 Low Con 0.298 Policy_Critique
Feb 24, 2026 12 likes 'We do know that there's …
bad news started again - popultaion needs to be controlled by the government
bad news started again - popultaion needs to be controlled by the government
Identity Attack0.005919657
Insult0.015568925
Profanity0.013200258
Threat0.008867673
Severe Toxicity0.0013637543
Low Tox 0.0438942 Low Con 0.189
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We are losing entrepreneurship. Government restrictions and the lack of building. They just keep bringing in people to raise the population. All these new people who don't want to contribute and just live in the …
We are losing entrepreneurship. Government restrictions and the lack of building. They just keep bringing in people to raise the population. All these new people who don't want to contribute and just live in the system. To many, to fast
Identity Attack0.008435511
Insult0.019354604
Profanity0.011475217
Threat0.006602164
Severe Toxicity0.0010490417
Low Tox 0.0438942 Constructive 0.534 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Big L for the Canadian Government
Big L for the Canadian Government
Identity Attack0.00776955
Insult0.017420914
Profanity0.040409464
Threat0.0078449575
Severe Toxicity0.0027275085
Low Tox 0.043646812 Moderate Con 0.31 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
When a government funded news media tells you the government is right you should think loooong and hard in order to believe it! Then think when a government funded news mediq told you the governemnt …
When a government funded news media tells you the government is right you should think loooong and hard in order to believe it! Then think when a government funded news mediq told you the governemnt was NOT right. That's right - NEVER!
Identity Attack0.0035147965
Insult0.02173949
Profanity0.013951761
Threat0.0062267366
Severe Toxicity0.0009965897
Low Tox 0.043399423 Low Con 0.267
May 12, 2018 How much do refugees and …
Wow Great government. NOT ,,,,,,,,,,
Wow Great government. NOT ,,,,,,,,,,
Identity Attack0.0045507364
Insult0.019225692
Profanity0.012073003
Threat0.006162008
Severe Toxicity0.001168251
Low Tox 0.043399423 Low Con 0.204
Sep 30, 2025 IRCC Names India in Study …
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 …
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Cut their motivation to stay in Canada and start charging them daily for overstating their VISA. Government created the problem and they are likely profiting in some way from it.
Identity Attack0.012061302
Insult0.019419061
Profanity0.010023449
Threat0.0073789097
Severe Toxicity0.0011634827
Low Tox 0.04315203 Low Con 0.221 Policy_Critique
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
Identity Attack0.022992345
Insult0.015264924
Profanity0.014532468
Threat0.0063950317
Severe Toxicity0.0012397766
Low Tox 0.04290464 Constructive 0.729 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Well we are over flowed and the government needs to take care of its own people
Well we are over flowed and the government needs to take care of its own people
Identity Attack0.00828752
Insult0.018452216
Profanity0.015591404
Threat0.00713294
Severe Toxicity0.0013637543
Low Tox 0.042657252 Moderate Con 0.318
Jan 18, 2026 2.9 million Canadian temporary visas …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of …
Cultural clustering is a natural phenomenon. Even within India, if someone moves from the North to the South (or vice versa), they often seek out people from their own region/religion/community to feel a sense of familiarity and comfort. Brampton’s story reflects this same human instinct to find community and preserve traditions in a new place without disturbing the territorial harmony(but that didn't go well). At the same time, Indian culture and values are inherently inclusive, with a long history of adapting and coexisting with diverse communities. The real challenge lies not in immigrants forming close-knit groups, but in how well both newcomers and longtime residents accept and integrate with each other. When mutual respect and openness exist, diversity becomes a strength rather than a division. That said, the scale and pace of Brampton’s demographic change raise important policy questions. The Canadian government should have anticipated and planned for this transformation much earlier. Whether they did not act, or could not act, is a question only they can answer but it is central to understanding today’s challenges.
Identity Attack0.031464707
Insult0.018323302
Profanity0.016172111
Threat0.0072882893
Severe Toxicity0.0016307831
Low Tox 0.042657252 Constructive 0.725 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian the Left government needs to go first from Canada
As a Canadian the Left government needs to go first from Canada
Identity Attack0.019977676
Insult0.017163089
Profanity0.010757872
Threat0.007081157
Severe Toxicity0.0013065338
Low Tox 0.04240986 Low Con 0.256 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Why people keep voting for same party government over and over 🤔🇨🇦
Why people keep voting for same party government over and over 🤔🇨🇦
Identity Attack0.011099357
Insult0.017743196
Profanity0.013029462
Threat0.006375613
Severe Toxicity0.0012588501
Low Tox 0.04216247 Low Con 0.274 Question
Aug 25, 2025 Why Canadians Are Turning Against …
What the government needs to do,is if they were rejected send them home and if they hide don’t give them papers even if they get married just don’t give them, and if they were found …
What the government needs to do,is if they were rejected send them home and if they hide don’t give them papers even if they get married just don’t give them, and if they were found working change their employers 100000 for each person with out papers
Identity Attack0.008731495
Insult0.016556932
Profanity0.0118338885
Threat0.008220384
Severe Toxicity0.001335144
Low Tox 0.04216247 Moderate Con 0.35 Policy_Critique
Feb 23, 2026 15 likes 'We do know that there's …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work …
Before Trudeau's liberal government, Canada's permanent resident program was based on factors such as being fluent in English or French (in Quebec), passing standard exams in one's own country, being educated (Bachelor's or higher), work experience, family, age, and knowledge of Canada's general culture. If you had all the points, you would be selected. It took about three years, and while waiting, you could not apply for any visa to enter Canada. The security check was part of the process, and the Canadian government asked applicants to enter the country by bringing money (Like one year's salary). This system was a perfect plan, and many Western countries wanted to copy that (As I heard on many French and American radios before), but the liberals broke the system! And I still don't know why!
Identity Attack0.008250522
Insult0.024897853
Profanity0.012243799
Threat0.0061878995
Severe Toxicity0.0013065338
Low Tox 0.04216247 Constructive 0.576
Nov 23, 2025 49 likes Quebec Ends Economic Immigration Program …
Yeah, the government will just say you go out and get another job and work some more
Yeah, the government will just say you go out and get another job and work some more
Identity Attack0.004069764
Insult0.015796926
Profanity0.014771583
Threat0.00746953
Severe Toxicity0.0012969971
Low Tox 0.04166769 Low Con 0.221
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

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.