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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

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Active: "And the liberals will do …" 1,410 comments · Page 44 of 57
When Canada was successful it was when government was careful with who was allowed in, best of the best and in small numbers. The Liberals destroyed that system and overloaded our infrastructure, increased crime, removed …
When Canada was successful it was when government was careful with who was allowed in, best of the best and in small numbers. The Liberals destroyed that system and overloaded our infrastructure, increased crime, removed jobs for youth, etc.
Identity Attack0.027011903
Insult0.036214896
Profanity0.010945748
Threat0.007974415
Severe Toxicity0.0018119812
Low Tox 0.10089093 Constructive 0.511 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Things will never change here until the Liberal government is gone so stop voting for them .
Things will never change here until the Liberal government is gone so stop voting for them .
Identity Attack0.021987455
Insult0.029714199
Profanity0.014464149
Threat0.010110466
Severe Toxicity0.002193451
Low Tox 0.10089093 Moderate Con 0.319 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Mass immigration clearly doesnt work so whats the end game for the liberals?
Mass immigration clearly doesnt work so whats the end game for the liberals?
Identity Attack0.046159767
Insult0.024640027
Profanity0.012687869
Threat0.0073789097
Severe Toxicity0.0019550323
Low Tox 0.10089093 Low Con 0.171 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Is that why the liberals are pushing the maid program on seniors, veterans and young adults ... just mostly Canadians... how come they don't offer it to the immigrants
Identity Attack0.07425626
Insult0.025155678
Profanity0.0117997285
Threat0.0067834044
Severe Toxicity0.0020217896
Low Tox 0.10089093 Moderate Con 0.401 Question
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
They have studied and are exploiting loopholes, and have been for years, but rest assured, the Liberal government will be putting a minor slowdown on the rampant immigration by 2027. Not even joking... I am …
They have studied and are exploiting loopholes, and have been for years, but rest assured, the Liberal government will be putting a minor slowdown on the rampant immigration by 2027. Not even joking... I am not against immigration, I am against mass immigration. There should be no more than 10,000 entering the country every year, and not all mainly from one country. The Liberal government is lining us up for disaster under the direction of the WEF.
Identity Attack0.032753747
Insult0.03070583
Profanity0.013473531
Threat0.008349842
Severe Toxicity0.0019836426
Low Tox 0.10089093 Constructive 0.598 Policy_Critique
Oct 3, 2025 1 likes IRCC Names India in Study …
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
2:41 What a diverse bunch. It's almost as if the Liberal party is trying to make Canada part of the Indian subcontinent
Identity Attack0.06158508
Insult0.0279513
Profanity0.015420608
Threat0.006427396
Severe Toxicity0.0019359589
Low Tox 0.10045706 Moderate Con 0.322 Identity_Assertion
Jun 20, 2025 11 likes How Canada broke its immigration …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used …
I keep hearing people over fifty voted Liberal. I'm 65 and myself and my many friends voted Conservative. I believe it was rigged. Razor thin margins in favour of the Liberals. Yeah o.k. They used Donald, to say most of us changed our minds and wanted to reward the Liberals for their stellar performance over the last ten years. We need change now!
Identity Attack0.018872296
Insult0.036545437
Profanity0.019348921
Threat0.0077284453
Severe Toxicity0.0019550323
Low Tox 0.10045706 Constructive 0.762
Aug 27, 2025 Why Canadians Are Turning Against …
*Century Initiative is alive and well under the Liberals and their managed decline*
*Century Initiative is alive and well under the Liberals and their managed decline*
Identity Attack0.021786476
Insult0.03665562
Profanity0.014054239
Threat0.0069387536
Severe Toxicity0.0016021729
Low Tox 0.09958932 Low Con 0.183 Policy_Critique
Feb 17, 2026 86 likes LILLEY UNLEASHED: The fall of …
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Lived in Brampton 20 years ago and was bad then…can’t even imagine what it is like now…Canada is finished…and it’s by design…Liberals want to be in power forever
Identity Attack0.021585498
Insult0.03511308
Profanity0.013302735
Threat0.0077154995
Severe Toxicity0.002155304
Low Tox 0.09958932 Moderate Con 0.411 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
But the Alberta separatist leader says Jason is now out of the closet means he is Liberal?
But the Alberta separatist leader says Jason is now out of the closet means he is Liberal?
Identity Attack0.014551271
Insult0.043250903
Profanity0.017504321
Threat0.0066798385
Severe Toxicity0.0015640259
Low Tox 0.09915545 Low Con 0.209 Meta_Commentary
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canadians are being replaced by the CCP funded liberal government
Canadians are being replaced by the CCP funded liberal government
Identity Attack0.052035484
Insult0.027841117
Profanity0.013268576
Threat0.0078449575
Severe Toxicity0.0022888184
Low Tox 0.09915545 Low Con 0.115
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
THIS IS WHAT LIBERALS WANT
THIS IS WHAT LIBERALS WANT
Identity Attack0.028418748
Insult0.025413504
Profanity0.021740068
Threat0.008531082
Severe Toxicity0.0033569336
Low Tox 0.09872158 Low Con 0.178 Policy_Critique
Feb 28, 2026 3 likes Inside Canada's Indian Invasion...
Ontario you voted for the Liberals, you deserve it.
Ontario you voted for the Liberals, you deserve it.
Identity Attack0.02138452
Insult0.028171662
Profanity0.014395831
Threat0.021300001
Severe Toxicity0.0039482117
Low Tox 0.09828771 Moderate Con 0.379 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Identity Attack0.056582913
Insult0.02708937
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0016975403
Low Tox 0.09828771 Moderate Con 0.403
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need …
Liberal is like Democrats when it comes to immigration, we need trump version to save Canada heritage because the foreign countries are slowly changing the culture, religion, businesses, jobs and etc. They do not need a military forces to take over Canada, it's already been invaded from "WITHIN" and some Canadian are worried about the US invading this country.
Identity Attack0.05612817
Insult0.02657372
Profanity0.0117997285
Threat0.008052089
Severe Toxicity0.0021839142
Low Tox 0.09828771 Moderate Con 0.473 Fear_Threat
Nov 22, 2025 Quebec Ends Economic Immigration Program …
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now …
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now you can't find any job. I lost my job in June.... And until now I can't find another. It was tough to get EI agreed to pay me a few weeks for the same money they collected from my pay. Somebody should tell the Liberal govt to stop bringing people pls.
Identity Attack0.04332388
Insult0.028061481
Profanity0.014156717
Threat0.0066345283
Severe Toxicity0.0017738342
Low Tox 0.09785384 Constructive 0.775 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
divides the country??? Don't think so, I'm a liberal and I still think immigration was out of control.
divides the country??? Don't think so, I'm a liberal and I still think immigration was out of control.
Identity Attack0.04951127
Insult0.024124376
Profanity0.013951761
Threat0.006653947
Severe Toxicity0.0017356873
Low Tox 0.09741997 Constructive 0.639 Policy_Critique
Feb 12, 2026 5 likes Canada's tighter immigration policy divides …
My new years wish is for the liberals to go. We need a conservative government now.
My new years wish is for the liberals to go. We need a conservative government now.
Identity Attack0.030949092
Insult0.030154925
Profanity0.015044857
Threat0.009696201
Severe Toxicity0.0026130676
Low Tox 0.09741997 Moderate Con 0.394
Jan 9, 2026 New rules, regulations take effect …
Lena Diab is the Liberal version of Alejandro Mayorkas. Put in place to do nothing.
Lena Diab is the Liberal version of Alejandro Mayorkas. Put in place to do nothing.
Identity Attack0.0045692353
Insult0.04090862
Profanity0.014259194
Threat0.0067251488
Severe Toxicity0.0012874603
Low Tox 0.0969861 Low Con 0.187 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Is there any liberals in the comments?? Curious as the content you choose to watch and then align your political views with. My assumptions is there are none, they are on tiktok..
Is there any liberals in the comments?? Curious as the content you choose to watch and then align your political views with. My assumptions is there are none, they are on tiktok..
Identity Attack0.011617327
Insult0.033901088
Profanity0.025634222
Threat0.0068869707
Severe Toxicity0.0017261505
Low Tox 0.09655223 Moderate Con 0.41 Meta_Commentary
Oct 2, 2025 How Canada broke its immigration …
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Really started when harper stopped university subsidies and they were never restoed...then the insesitivityof the liberals to organized crime with universty organizations
Identity Attack0.01274247
Insult0.03768798
Profanity0.0127561875
Threat0.0077802283
Severe Toxicity0.0014305115
Low Tox 0.09655223 Low Con 0.23
Jun 27, 2025 1 likes How Canada broke its immigration …
Try convincing a canadian Liberal woman that this is colonization. I ended an engagement over the argument
Try convincing a canadian Liberal woman that this is colonization. I ended an engagement over the argument
Identity Attack0.048480038
Insult0.025155678
Profanity0.012004685
Threat0.0072235605
Severe Toxicity0.0015830994
Low Tox 0.09655223 Moderate Con 0.397 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Hahaha there you go liberal voters, you ask for it, so have fun.
Hahaha there you go liberal voters, you ask for it, so have fun.
Identity Attack0.02138452
Insult0.031146556
Profanity0.021398475
Threat0.0071588317
Severe Toxicity0.0024414062
Low Tox 0.09611836 Low Con 0.172 Humor_Satire
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Identity Attack0.016159095
Insult0.045007613
Profanity0.017162729
Threat0.0070552654
Severe Toxicity0.0020313263
Low Tox 0.09611836 Constructive 0.682 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.