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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: "With you Trudeau" 520 comments · Page 16 of 21
Only now!! Ask Trudeau and Khalistani.
Only now!! Ask Trudeau and Khalistani.
Identity Attack0.04306607
Insult0.027347196
Profanity0.012175481
Threat0.008026198
Severe Toxicity0.002708435
Low Tox 0.09033044 Low Con 0.16 Unverified_Claim
Sep 29, 2025 1 likes IRCC Names India in Study …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. …
Trudeau imports them, pays them to move here, knowing they will vote liberal, therefore keeping him in his place, we cant house or feed our own people, but will continue to bring in millions more. We need ice north of the border. Please.
Identity Attack0.02721288
Insult0.02657372
Profanity0.011219022
Threat0.009618527
Severe Toxicity0.002708435
Low Tox 0.08795626 Moderate Con 0.481 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Yes this video is very informative ,every body truly speaks for me. Trudeau and is Government to be blame , Thanks to God he is gone,only sorry he didn't do so long before he did.
Identity Attack0.0066596144
Insult0.034341812
Profanity0.012107162
Threat0.0071070488
Severe Toxicity0.001745224
Low Tox 0.085582085 Constructive 0.628 Policy_Critique
Aug 29, 2025 Why Canadians Are Turning Against …
Trudeau did this then sailed off into the sunset with Katy Perry
Trudeau did this then sailed off into the sunset with Katy Perry
Identity Attack0.0035147965
Insult0.026058068
Profanity0.016001316
Threat0.013702838
Severe Toxicity0.0025558472
Low Tox 0.083999306 Low Con 0.184 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
CBC is Trudeau’s bought and paid for media.
CBC is Trudeau’s bought and paid for media.
Identity Attack0.0039772694
Insult0.04442204
Profanity0.01265371
Threat0.006537435
Severe Toxicity0.0013065338
Low Tox 0.083999306 Low Con 0.116
Mar 21, 2019 How much do refugees and …
As A Canadian I FULLY SUPPORT THIS.... Justin Trudeau and Danielle Smith let in WAAAAY TOOO MANY IMMIGRANTS AT ONCE...
As A Canadian I FULLY SUPPORT THIS.... Justin Trudeau and Danielle Smith let in WAAAAY TOOO MANY IMMIGRANTS AT ONCE...
Identity Attack0.051580742
Insult0.020321451
Profanity0.010552917
Threat0.0069516995
Severe Toxicity0.0020694733
Low Tox 0.08241652 Moderate Con 0.4
Jan 5, 2026 New rules, regulations take effect …
Another of Tiny Trudeau's myriad "successes."
Another of Tiny Trudeau's myriad "successes."
Identity Attack0.0032928092
Insult0.04090862
Profanity0.011697251
Threat0.0058513097
Severe Toxicity0.0011253357
Low Tox 0.079250954 Low Con 0.18 Policy_Critique
Jun 17, 2025 16 likes How Canada broke its immigration …
Unabated immigration means No Assimilation. Canadians are kind hearted people with much patience,, that’s why you’re overtaken by people who wants to abuse your system. Trudeau did this to your country
Unabated immigration means No Assimilation. Canadians are kind hearted people with much patience,, that’s why you’re overtaken by people who wants to abuse your system. Trudeau did this to your country
Identity Attack0.030949092
Insult0.024640027
Profanity0.010091767
Threat0.0072882893
Severe Toxicity0.001449585
Low Tox 0.079250954 Moderate Con 0.495 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
This is fall of Canada under Carney Trudeau liberals
This is fall of Canada under Carney Trudeau liberals
Identity Attack0.01857083
Insult0.032138187
Profanity0.011526455
Threat0.006602164
Severe Toxicity0.0015640259
Low Tox 0.07845957 Low Con 0.157 Policy_Critique
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good …
I lived in Canada for 11 years, 2008 - 2019, went to university and worked in Toronto. I come from an upper-middle class family in China, went to a top university in Canada, landed good jobs and I speak English like a native. I got my PR in 2015 and I remember the painful uphill battle I had to go through just get that. All the bureaucracy, redtape, unnecessarily rigid rules, high cost and long wait I received from CIC/IRCC felt like a humiliation to me. Every document was scrutinized and every step had obstacle that fealt unreasonable (my TOEFL examiner ask me why I had to do the language test required by CIC, and I had to visit a notary to validate my Chinese national ID card). It felt uneasy but I understood that these were the rules that everyone had to go through, and moving and integrating into a new society was never meant to be easy. I went back to Canada in 2021 and 2024, and it was evident that the country I once called home had gone down the hill. The streets were screaming crime, unemployment, inflation, drug and filth, it's total social rot. As someone who went through the whole immigration process (and many of my friends who went through the same have left Canada for good, like myself), I attribute much of this to failed immigration policy. I cannot help but feel confused, angry, betrayed and humiliated when I look at the recent immigration policies of Canada and their results, and compare with what I had to go through. The feeling sums up to: Canada penalizes the hard-working and law-abiding people, and rewards the undeserved and the cheaters. Example: when the US creates wars in the Middle East, why does CANADA bear the cost of bringing in refugees? I never regretted moving back to China and East Asia, and I feel bad for those who still truly think of Canada as home, as I am one myself. When the leadership of a country deviates from pragmatism, reason and common sense, and instead embraces idealogies, hypocrisy and political optics, this is what happens. The prices are paid by everyone, immigrant or not. For this, Trudeau deserves a court trial for his incompetence and dereliction of duty; and the people of Canada need some honest and serious retrospection. I will share some words of wisdom by the late Lee Kwan Yew: “Whoever governs Singapore (LKY was the PM and founding father of Singapore) must have that iron in him. Or give it up. This is not a game of cards, this is your life and mine. I've spent a whole lifetime building this and as long as I'm in charge, nobody is going to knock it down.” I hope the clownish weakling politicians in Canada (and, in much of the western world nowadays) can be enlightened a little bit.
Identity Attack0.01465176
Insult0.03158728
Profanity0.018187506
Threat0.0072235605
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.819
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario …
Look at these statistics. They are down right disturbing... You can search for the document called foreign born populations in Canadian and American cities. Rebel News posted it But here are some examples. Brampton Ontario 59.1% foreign born Mississauga Ontario 57% Foreign Born Toronto Ontario 51.9% foreign born Surrey BC 50.8% Foreign born Vancouver BC 48.8% Foreign Born Montreal QC 40.9% Foreign Born Calgary Alberta 35.4% foreign born Edmonton Alberta 34.9% foreign born So if you feel you’re a visible minority in your own nation Canada it’s not just a feeling, you really are. Quote Trudeau 2017 on his explanation why there are wide open borders The very concept of a nation founded by European Settlers is offensive to me. Old white stock Canadians are an unpleasant relic, and quite frankly replaceable. And we will replace them. End Quote
Identity Attack0.033269364
Insult0.024897853
Profanity0.015215653
Threat0.007301235
Severe Toxicity0.0020503998
Low Tox 0.07212844 Constructive 0.629 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Trudeau and Carney sold out Canada and North America
Trudeau and Carney sold out Canada and North America
Identity Attack0.010655383
Insult0.027841117
Profanity0.011782649
Threat0.0072365063
Severe Toxicity0.0016021729
Low Tox 0.069754265 Low Con 0.26
Jan 27, 2026 302 likes Inside Canada's Indian Invasion...
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
india warned them not to allow because of the khalistan, but for votes Justin Trudeau did things
Identity Attack0.050443888
Insult0.02122384
Profanity0.012995303
Threat0.007935578
Severe Toxicity0.0019073486
Low Tox 0.06896287 Low Con 0.218 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Trudeau took the country with the most successful functioning immigration program into this. He has destroyed the public consensus on the topic. It is no longer working as it once did for 30 years before …
Trudeau took the country with the most successful functioning immigration program into this. He has destroyed the public consensus on the topic. It is no longer working as it once did for 30 years before him.
Identity Attack0.006437627
Insult0.029053112
Profanity0.010177165
Threat0.0071070488
Severe Toxicity0.0012016296
Low Tox 0.06500591 Constructive 0.523 Policy_Critique
Feb 23, 2026 139 likes 'We do know that there's …
Trudeau strikes again!
Trudeau strikes again!
Identity Attack0.0045322375
Insult0.0233509
Profanity0.012722028
Threat0.018710058
Severe Toxicity0.0024414062
Low Tox 0.06500591 Low Con 0.252 Call_To_Action
Feb 23, 2026 1 likes LILLEY UNLEASHED: The fall of …
Trudeau said Canada's going to get a tan. Have you been asleep for the last ten years? What did you think that means.?
Trudeau said Canada's going to get a tan. Have you been asleep for the last ten years? What did you think that means.?
Identity Attack0.00449524
Insult0.02982438
Profanity0.012995303
Threat0.007327127
Severe Toxicity0.0014305115
Low Tox 0.06500591 Low Con 0.3
Jan 20, 2026 Why Canada’s immigration system has …
It was Trudeau we tried to protect this and we got jailed
It was Trudeau we tried to protect this and we got jailed
Identity Attack0.0039402717
Insult0.02283525
Profanity0.0118338885
Threat0.012906751
Severe Toxicity0.0016212463
Low Tox 0.06381883 Moderate Con 0.38
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
Trudeau wanted to turn Canada into a tropical country
Trudeau wanted to turn Canada into a tropical country
Identity Attack0.023548502
Insult0.017901845
Profanity0.00020274693
Threat0.0004809652
Severe Toxicity0.0000057603065
Low Tox 0.06357931 Unverified_Claim
Apr 15, 2025
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Get used to it Carney and Trudeau's plans are going as planned. The government knows they have more to benefit by overwhelming us with immigrants it also helps drive down wages.
Identity Attack0.037136484
Insult0.021546122
Profanity0.010330882
Threat0.006925808
Severe Toxicity0.0014591217
Low Tox 0.06263174 Moderate Con 0.417 Economic_Argument
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Trudeau said he was going to change us, and he did!! Are all you voters who chose lovely hair over competence happy now?
Identity Attack0.0063266335
Insult0.0314771
Profanity0.010143006
Threat0.0059937127
Severe Toxicity0.0010204315
Low Tox 0.06263174 Moderate Con 0.373 Humor_Satire
Feb 17, 2026 51 likes LILLEY UNLEASHED: The fall of …
Too late now. The collateral damage has been done, courtesy of the Trudeau govt, continued by Carney.
Too late now. The collateral damage has been done, courtesy of the Trudeau govt, continued by Carney.
Identity Attack0.0037367835
Insult0.030265106
Profanity0.010160086
Threat0.00814271
Severe Toxicity0.001411438
Low Tox 0.06263174 Low Con 0.202
Aug 25, 2025 Why Canadians Are Turning Against …
Because of who?? Trudeau and Carney!!! Liberal. And yet people voted fot this....
Because of who?? Trudeau and Carney!!! Liberal. And yet people voted fot this....
Identity Attack0.00880549
Insult0.029493837
Profanity0.011936366
Threat0.0063885585
Severe Toxicity0.0013923645
Low Tox 0.061444655 Low Con 0.245
Aug 26, 2025 6 likes Why Canadians Are Turning Against …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country …
Say what you will but Canadians have worked and paid in CPP and paid taxes all their working lives. These migrants who walk across our border or the ones Trudeau has allowed into the country the majority of them are not sponsored by family or orginizations have never worked or paid taxes are getting the same amount as us. Is that fair?? NO
Identity Attack0.034558404
Insult0.02012808
Profanity0.0103821205
Threat0.0060325502
Severe Toxicity0.0013637543
Low Tox 0.05824285 Constructive 0.598
Dec 21, 2018 How much do refugees and …
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Lol, there is no division at all. Even Trudeau himself called his own immigration policy out of control, that he needed to get it back under control before he was voted out of office.
Identity Attack0.0103594
Insult0.024897853
Profanity0.01627459
Threat0.0062785195
Severe Toxicity0.0013160706
Low Tox 0.057748068 Constructive 0.515 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …

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.