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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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Search comment text, filter by category or toxicity level
Active: "I just can't trust them …" 101 comments · Page 4 of 5
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They will solve this problem. All should boycott the USA! Do not buy their products, cars, etc. Do not go there! There industry and healthcare will collapse soon. Canada will win this battle at the end of the day. Trust in Liberal!
Identity Attack0.023193322
Insult0.04149419
Profanity0.012380436
Threat0.008285114
Severe Toxicity0.002298355
Low Tox 0.10566349 Moderate Con 0.461 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Identity Attack0.025605056
Insult0.03566399
Profanity0.012038844
Threat0.0074954215
Severe Toxicity0.0019550323
Low Tox 0.0969861 Low Con 0.248 Identity_Assertion
Oct 1, 2025 2 likes IRCC Names India in Study …
there is a simple solution. create a federal or provincial standardize test equivalent to what they should have. if they didn't pass, don't issue the visa. i have studied indian students. almost 99% them would …
there is a simple solution. create a federal or provincial standardize test equivalent to what they should have. if they didn't pass, don't issue the visa. i have studied indian students. almost 99% them would not be able to come. trust me
Identity Attack0.068465814
Insult0.019483518
Profanity0.015454767
Threat0.008168601
Severe Toxicity0.00207901
Low Tox 0.09351514 Moderate Con 0.496
Oct 1, 2025 1 likes IRCC Names India in Study …
In my opinion, the conduct of certain IRCC agents and management reflects a serious lack of competence and accountability. Their ongoing actions—or in some cases, inaction—may rise beyond mere administrative negligence and could reasonably be …
In my opinion, the conduct of certain IRCC agents and management reflects a serious lack of competence and accountability. Their ongoing actions—or in some cases, inaction—may rise beyond mere administrative negligence and could reasonably be viewed as violations of public trust. It’s my view that they should not only be subject to disciplinary review but also held legally accountable for any misconduct or breaches of duty that have harmed Canadian citizens.
Identity Attack0.009212466
Insult0.04969218
Profanity0.011150704
Threat0.0074824756
Severe Toxicity0.0017738342
Low Tox 0.0926474 Constructive 0.505 Policy_Critique
Oct 17, 2025 1 likes IRCC Names India in Study …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 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)
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in …
I think you have missed the point: People DO NOT actually TRUST ONE-ANOTHER VERY MUCH. So people sit down TRYING YO DEVISE "PLANS" such that the think that they are MINIMIZING the risks inherent in INTERACTING WITH PEOPLE THAT YOU DO NOT TRUST, AS IF YOU CAN TRUST THEM. This NEVER WORKS and always makes a big bizarre mess.
Identity Attack0.0029783275
Insult0.028392024
Profanity0.013678487
Threat0.0062914654
Severe Toxicity0.0012683868
Low Tox 0.06065326 Moderate Con 0.489 Moral_Argument
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
I don’t trust the CRA and I wouldn’t want them doing my taxes!
I don’t trust the CRA and I wouldn’t want them doing my taxes!
Identity Attack0.008139528
Insult0.024511116
Profanity0.012380436
Threat0.0068999166
Severe Toxicity0.0014209747
Low Tox 0.059479803 Moderate Con 0.406 Policy_Critique
Jan 19, 2026 4 likes Canada’s new rules in 2026
I just can't trust them handling food.
I just can't trust them handling food.
Identity Attack0.00621564
Insult0.021159383
Profanity0.014942379
Threat0.0072235605
Severe Toxicity0.0013065338
Low Tox 0.05824285 Moderate Con 0.427 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
The government is ignoring the call to fix the immigration crisis in Canada especially in Brampton 😢trust me bad things is gonna happen
Identity Attack0.022992345
Insult0.017012933
Profanity0.011492296
Threat0.008375733
Severe Toxicity0.0014591217
Low Tox 0.055521555 Moderate Con 0.338 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians should not act all surprised and get their snobby knickers in a knot…you voted a PM and government who does not vet immigrants like they used to, sooo our country can no longer be …
Canadians should not act all surprised and get their snobby knickers in a knot…you voted a PM and government who does not vet immigrants like they used to, sooo our country can no longer be trusted not to be a holding tank for terrorists. Quit being so snobby and insulted. You voted for this.
Identity Attack0.014345914
Insult0.017642405
Profanity0.00015257297
Threat0.0005533936
Severe Toxicity0.0000046659866
Low Tox 0.054810215 Policy_Critique
Dec 10, 2025
How can any Canadian trust CBC, they work for justin.
How can any Canadian trust CBC, they work for justin.
Identity Attack0.014048826
Insult0.02657372
Profanity0.0103992
Threat0.006136116
Severe Toxicity0.0013446808
Low Tox 0.054037213 Low Con 0.209
Dec 25, 2018 How much do refugees and …
And because of what Justin Trudeau did I don't trust the government anymore
And because of what Justin Trudeau did I don't trust the government anymore
Identity Attack0.005401687
Insult0.024382202
Profanity0.01041628
Threat0.006530962
Severe Toxicity0.0010919571
Low Tox 0.053295042 Moderate Con 0.436 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
*hot take* You don't own what you can't protect. Sadly, the people trusted the government to protect these things for them!
*hot take* You don't own what you can't protect. Sadly, the people trusted the government to protect these things for them!
Identity Attack0.0032928092
Insult0.018516673
Profanity0.017026093
Threat0.007353018
Severe Toxicity0.0013446808
Low Tox 0.045378547 Moderate Con 0.333 Moral_Argument
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
10:00 - that's why i didn't go to a hospital for a dislocated shoulder recently. I feel a deep lack of trust in our systems these days.
10:00 - that's why i didn't go to a hospital for a dislocated shoulder recently. I feel a deep lack of trust in our systems these days.
Identity Attack0.003366805
Insult0.01625293
Profanity0.011680172
Threat0.0064079775
Severe Toxicity0.0008201599
Low Tox 0.034513097 Constructive 0.577 Personal_Narrative
Sep 29, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Thank you for this video...I did my test yesterday and got 20 out of 20....all my questions were from this video or along the lines....I watched this video about 5 times and it was really …
Thank you for this video...I did my test yesterday and got 20 out of 20....all my questions were from this video or along the lines....I watched this video about 5 times and it was really worth it....whenever you're driving or working you can just listen to the video and test yourself, trust me you won't regret it
Identity Attack0.004680229
Insult0.009906891
Profanity0.020510335
Threat0.00951496
Severe Toxicity0.0023555756
Low Tox 0.026145924 Constructive 0.711 Meta_Commentary
Dec 20, 2025 89 likes Canadian Citizenship Test 2025 – …
@tyleroliveria now go to brooks Alberta. Trust me. Look into it .
@tyleroliveria now go to brooks Alberta. Trust me. Look into it .
Identity Attack0.0046247323
Insult0.012414906
Profanity0.012448754
Threat0.0074436385
Severe Toxicity0.0011777878
Low Tox 0.024613906 Moderate Con 0.366 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Because immigration has become so out of control in Canada nobody trusts Canadians anymore. 😢🇺🇲🇨🇦
Because immigration has become so out of control in Canada nobody trusts Canadians anymore. 😢🇺🇲🇨🇦
Identity Attack0.015731048
Insult0.0031742742
Profanity0.000049016406
Threat0.00020055371
Severe Toxicity0.000003492774
Low Tox 0.021102658
Dec 10, 2025
I need to hear a dollar figure to trust what you report. Verify with data.
I need to hear a dollar figure to trust what you report. Verify with data.
Identity Attack0.001313424
Insult0.011654901
Profanity0.010074687
Threat0.006265574
Severe Toxicity0.0005578995
Low Tox 0.0201057 Low Con 0.293
May 17, 2018 2 likes How much do refugees and …
"We live by our own rules" Trust me, I've noticed.
"We live by our own rules" Trust me, I've noticed.
Identity Attack0.0026083488
Insult0.009507888
Profanity0.010569996
Threat0.006440342
Severe Toxicity0.0006055832
Low Tox 0.01646154 Moderate Con 0.46
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as …
I think Canada has more than done its part forever, it's time for other countries to step up also. I trust the new immigrations rules are consistent with international human rights standards as well as what's best for Canada.
Identity Attack0.0054756827
Insult0.0072278744
Profanity0.009340264
Threat0.0062008454
Severe Toxicity0.0006079674
Low Tox 0.010618322 Constructive 0.661
Dec 24, 2025 Deportations From Canada at Their …
In Tyler we trust 🙏
In Tyler we trust 🙏
Identity Attack0.002293867
Insult0.0068573724
Profanity0.011065305
Threat0.006757513
Severe Toxicity0.0007915497
Low Tox 0.0077281278 Moderate Con 0.388 Meta_Commentary
Jan 27, 2026 34 likes Inside Canada's Indian Invasion...
I trust Trump more than Carney!
I trust Trump more than Carney!
Identity Attack0.00009969009
Insult0.0042300588
Profanity0.00004014102
Threat0.000047652604
Severe Toxicity0.0000014964098
Low Tox 0.005484341 Comparative_Framing
Dec 8, 2025 4 likes
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and …
🎉IRCC has discovered excessive abuse and fraud in the immigration system. Immigration is federal and they have the absolute power and rights to enforce the laws to cancel visas. The immigration system was abused and in a complete mess. Every country must fix their own citizens or country problems first before bringing in foreigners to make it worse. Sorry-the liberal government failed with its policies for the last 9 years how can we trust them now?😨
Identity Attack0.000080583275
Insult0.00046100013
Profanity0.000023650031
Threat0.000024857662
Severe Toxicity0.0000017907762
Low Tox 0.0010544771 Unverified_Claim
Apr 18, 2025 1 likes

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.