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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: "Then apparently all of you …" 43 comments · Page 2 of 2
Apparently, India's foreign affairs minister told Canada multiple times that they were taking in violent criminals who were wanted in India, but they never listened. Canada is doing this intentionally for whatever reason.
Apparently, India's foreign affairs minister told Canada multiple times that they were taking in violent criminals who were wanted in India, but they never listened. Canada is doing this intentionally for whatever reason.
Identity Attack0.10221587
Insult0.06250052
Profanity0.012961143
Threat0.013010317
Severe Toxicity0.003528595
Low Tox 0.16158698 Moderate Con 0.427 Policy_Critique
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality …
The only reason you can use the term Immigrant is because the govt issued visas. But that being said the govt fast tracked the usual immigrant process which takes months to years. So in actuality this is not legitimate immigrants. It's unlawful what the govt has done and therefore these people are immigrants under cover of law. Or color of law. It's defacto. I call them illegal migrants. Most are not doctors or engineers or trades people even. Most are young men from 19 to their 30's. According to Investigative Journalist Joshua Philipp of the Epoch Times, Through visiting Darian gap, he found UN tents helping illegal migrants to get to the US. But they had to pass through cartel territory. They had to pay the cartels a fee or die or be raped or both. Yes it's brutal some things but apparently before Obama left office he signed an international agreement to import people globally from mostly Islamic countries and create open borders. We see Chinese, and many people from different parts of South America and even Africa crossing to the US. A lot of whom end up in Canada. So before they cross into the US they toss their IDs Especially if they are from countries that are flagged by the US as questionable or terrorist possibilities. So this leads to a lot coming to Canada. I'm sure you heard of Roxham Rd crossing? It's officially closed but people still cross into Canada from the US going through there. There's also piles of IDs at that border crossing also. Anyways these open border policies has cut out in depth screening so we really don't know who is in Canada as true asylum seekers or immigrants. To add to this complexity, over 300,000 Canadian travel documents have been stolen from CBSA Canadian Border Services Agency. 280,000 of those were blank Canadian passports. SO we really don't know who's walking on Canadian soil. This was confirmed by Luc Sabourin a former CBSA agent. He got forced out because he was asking the right questions and giving the right evidence. Here's the interview with Joshua and the interview with Luc. Have a watch n listen. https://www.youtube.com/watch?v=obgZ-Oh6Es0&t=4s https://www.youtube.com/watch?v=QdIjTSAzUXE&t=91s JamCan I'm with you 100% you are right on the money ! Great work.
Identity Attack0.09162762
Insult0.05027775
Profanity0.023516348
Threat0.0077284453
Severe Toxicity0.0034332275
Low Tox 0.123468354 Constructive 0.797
Aug 26, 2025 Why Canadians Are Turning Against …
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are …
All you need to do is cross over to the states throw your id away at the border and make up a new name when you get in apparently that’s what all the migrants are doing that are crossing at the border
Identity Attack0.10221587
Insult0.02618698
Profanity0.015454767
Threat0.008945347
Severe Toxicity0.0035095215
Low Tox 0.12260055 Low Con 0.236 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
I live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
Identity Attack0.083355546
Insult0.026444806
Profanity0.013166099
Threat0.009696201
Severe Toxicity0.002784729
Low Tox 0.1182615 Constructive 0.568 Call_To_Action
Sep 20, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
That answer by tge leader of the liberals was to rage bait Canadians with TDS. Cant we get a vaccine for TDS? This disease is apparently far worse than the plandemic was
Identity Attack0.03636306
Insult0.06267534
Profanity0.013951761
Threat0.008259222
Severe Toxicity0.002784729
Low Tox 0.11739369 Low Con 0.258 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadians made the informed adult choice to destroy Canada for no apparent reason. They chose their fate by passively accepting it in the utterly submissive manner standardized by centuries of British monarchy. It's too late …
Canadians made the informed adult choice to destroy Canada for no apparent reason. They chose their fate by passively accepting it in the utterly submissive manner standardized by centuries of British monarchy. It's too late to fix and the will to do so does not exist at any scale. Nothing will be done to mitigate this. The voters did this to themselves at the ballot box by action or inaction which I find hilarious.
Identity Attack0.06294931
Insult0.03566399
Profanity0.01265371
Threat0.01238892
Severe Toxicity0.0032615662
Low Tox 0.112746716 Moderate Con 0.338 Fear_Threat
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening …
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening all over!! Apparently, many places in Europe can’t even build a military because they don’t have anyone to actually fight for Europe due to them all being migrants. Lots of other interesting things I didn’t know. Honestly, it’s kind of heartbreaking to see such beautiful places changed so drastically and becoming so dangerous for everyone. Nothing against the good people, but unfortunately it is not the majority. So much corruption exposed and it goes all the way to the top in every government involved! 💔💔💔
Identity Attack0.057492398
Insult0.034562174
Profanity0.034146797
Threat0.009877442
Severe Toxicity0.004005432
Low Tox 0.11036996 Constructive 0.758
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, …
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, love it and we know that it’s a niche amount of Canadians that act like that. My parents have done their best to be Canadians and have been accepted as much. These new ones ? Ya idk, not like it used to be apparently
Identity Attack0.04951127
Insult0.028502205
Profanity0.014259194
Threat0.006136116
Severe Toxicity0.0020313263
Low Tox 0.09112182 Constructive 0.748
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
19:39 lol. Apparently patreon won’t let him either! Hahahah
19:39 lol. Apparently patreon won’t let him either! Hahahah
Identity Attack0.006363631
Insult0.020256994
Profanity0.020510335
Threat0.008311004
Severe Toxicity0.002374649
Low Tox 0.08241652 Low Con 0.272 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border …
Trump has been effective with the southern border, but we never hear about our (USA) northern border, which is 3 times the size of its southern counterpart and apparently recognized as the LONGEST International border IN the WORLD! It makes sense for smugglers to use a different means for entry once the previous method gets controlled. I hope the US government is paying attention and doesn’t turn a blind eye to our northern border like they did with our Mexican border.
Identity Attack0.042550452
Insult0.023028618
Profanity0.010894509
Threat0.0064597605
Severe Toxicity0.0014781952
Low Tox 0.07687678 Constructive 0.612 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Don't forget Harper's campaign slogan was.......@TRUDOPE HE'S JUST NOT READY>>>>this is now proven, even though it was apparent to the educated and critical thinking citizens that were born here and lived the CND lifestyle.
Don't forget Harper's campaign slogan was.......@TRUDOPE HE'S JUST NOT READY>>>>this is now proven, even though it was apparent to the educated and critical thinking citizens that were born here and lived the CND lifestyle.
Identity Attack0.0017851467
Insult0.020192537
Profanity0.009869732
Threat0.0059775305
Severe Toxicity0.0008249283
Low Tox 0.03309893 Moderate Con 0.41 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Apparently after immigration reforms canadas population us set to shrink know as immigration has been slashed. Student visas alone are down like 80
Apparently after immigration reforms canadas population us set to shrink know as immigration has been slashed. Student visas alone are down like 80
Identity Attack0.014551271
Insult0.012072904
Profanity0.009639157
Threat0.0065956907
Severe Toxicity0.00093460083
Low Tox 0.031449065 Moderate Con 0.423 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Brought to you by the Federal Liberals. The Party of Choice, apparently…
Brought to you by the Federal Liberals. The Party of Choice, apparently…
Identity Attack0.0071405866
Insult0.014390918
Profanity0.010911589
Threat0.0070034824
Severe Toxicity0.0009965897
Low Tox 0.028620722 Low Con 0.173 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I grew up in Brampton in the 70's and 80's. Apparently we are not allowed to be nostalgic though.
I grew up in Brampton in the 70's and 80's. Apparently we are not allowed to be nostalgic though.
Identity Attack0.006881601
Insult0.011920903
Profanity0.012346277
Threat0.006543908
Severe Toxicity0.0008773804
Low Tox 0.023788974 Constructive 0.576 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
FREE CASH. Make sure you have identification otherwise you won't be able to withdraw any winnings and they will lock your account. I can't understand exactly why they want id off you but apparently it's …
FREE CASH. Make sure you have identification otherwise you won't be able to withdraw any winnings and they will lock your account. I can't understand exactly why they want id off you but apparently it's to keep the site safe 😄 yet TESTER UP is exactly the same sort of app and you don't need id to withdraw. Be careful because I honestly think it's a data harvester under the guise of a game app.
Identity Attack0.0023031165
Insult0.010210892
Profanity0.013268576
Threat0.007521313
Severe Toxicity0.0009822845
Low Tox 0.022728346 Constructive 0.718 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
They are doing the same to Fresno California apparently
They are doing the same to Fresno California apparently
Identity Attack0.005364689
Insult0.009317887
Profanity0.013780965
Threat0.0071199946
Severe Toxicity0.00096321106
Low Tox 0.01834645 Low Con 0.269 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
The Canadian government is so vocally against becoming the 51st state, but are apparently perfectly fine with being the 29th state.
Identity Attack0.007843546
Insult0.010210892
Profanity0.009613537
Threat0.0062396824
Severe Toxicity0.0007343292
Low Tox 0.017215505 Low Con 0.158 Humor_Satire
Jan 27, 2026 1,581 likes Inside Canada's Indian Invasion...
Same thing with medical diplomas apparently
Same thing with medical diplomas apparently
Identity Attack0.003903274
Insult0.0086718835
Profanity0.012995303
Threat0.006427396
Severe Toxicity0.00081062317
Low Tox 0.015204934 Low Con 0.26 Policy_Critique
Oct 1, 2025 1 likes IRCC Names India in Study …

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.