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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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Thank a liberal voter !" 22 comments
More brown filth. Thank you Liberal voters.
More brown filth. Thank you Liberal voters.
Identity Attack0.46028158
Insult0.5130944
Profanity0.20808282
Threat0.0100069
Severe Toxicity0.023505108
Moderate 0.54823303 Low Con 0.198 Insult Identity_Assertion
Sep 28, 2025 1 likes How Canada broke its immigration …
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to …
Why would Canadians be upset?! They bring plane loads of unvetted immigrants here, give them free housing, free medial, free dental, free housing, free food, money for expenses, easy bail for crimes, allow them to infiltrate key employment then restrict regular Canadians from being employed!! Silly us!! Thank you Liberal voters!
Identity Attack0.38185352
Insult0.5270482
Profanity0.089370176
Threat0.010239923
Severe Toxicity0.019611536
Moderate 0.5024724 Moderate Con 0.369 Insult Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Fellow Canadians, Thank a liberal voter! They tell you this isn't happening and you're racist.
Fellow Canadians, Thank a liberal voter! They tell you this isn't happening and you're racist.
Identity Attack0.36702603
Insult0.45758462
Profanity0.035148825
Threat0.007637825
Severe Toxicity0.012574885
Moderate 0.4398409 Moderate Con 0.413 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band …
Welcome to GLOBALIST nightmare Canada. Our Cartel run governments along with our CORRUPT RCMP, compromised law enforcement.... rule with an iron fist. We have a two tiered judicial system also. COMMUNIST CARNEY and his band of incompetent immigrant cabinet ministers are anti-Canadian, anti-Christian. After 60 years in this country, I no longer recognize Canada, it is a morally and financially bankrupt country. Thank the Liberal voters.
Identity Attack0.36873037
Insult0.4378843
Profanity0.026317406
Threat0.009566744
Severe Toxicity0.015415368
Moderate 0.42568782 Moderate Con 0.312
Sep 29, 2025 IRCC Names India in Study …
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
EVERYBODY BLAME & THANK LIBERAL & NDP VOTERS FOR THIS!!
Identity Attack0.054763943
Insult0.07270074
Profanity0.014703264
Threat0.008945347
Severe Toxicity0.004310608
Low Tox 0.17371799 Low Con 0.252 Call_To_Action
Feb 23, 2026 2 likes LILLEY UNLEASHED: The fall of …
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
$78Million to deport 18,000?! Another bureaucratic catastrophe!! Now we only have about 600,000 to go!! Wait til you see the cost for this!! Thank you Liberal voters.
Identity Attack0.034558404
Insult0.06354945
Profanity0.013268576
Threat0.009592636
Severe Toxicity0.0030517578
Low Tox 0.1641865 Moderate Con 0.355
Dec 25, 2025 1 likes Deportations From Canada at Their …
Well on our way to becoming a low-trust society. Thank a liberal voter.
Well on our way to becoming a low-trust society. Thank a liberal voter.
Identity Attack0.040745795
Insult0.075868964
Profanity0.013473531
Threat0.0068869707
Severe Toxicity0.002374649
Low Tox 0.16043124 Low Con 0.269 Fear_Threat
Feb 24, 2026 1 likes 'We do know that there's …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Identity Attack0.0376521
Insult0.060927123
Profanity0.015079016
Threat0.010731863
Severe Toxicity0.002822876
Low Tox 0.1460314 Moderate Con 0.348 Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Identity Attack0.0543092
Insult0.031697463
Profanity0.011219022
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.10696511 Moderate Con 0.39
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Thank you don't come again. Lol but my guess is there's no intention on them leaving. There liberal voters
Thank you don't come again. Lol but my guess is there's no intention on them leaving. There liberal voters
Identity Attack0.019475231
Insult0.034562174
Profanity0.02303812
Threat0.007857903
Severe Toxicity0.0022506714
Low Tox 0.10696511 Moderate Con 0.335 Humor_Satire
Jan 17, 2026 1 likes 2.9 million Canadian temporary visas …
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 …
And our newly elected Messiah has doubled those numbers. Thanks again liberal voters.
And our newly elected Messiah has doubled those numbers. Thanks again liberal voters.
Identity Attack0.028016793
Insult0.023866551
Profanity0.014327513
Threat0.00704232
Severe Toxicity0.0019454956
Low Tox 0.07371122 Low Con 0.208
Jun 19, 2025 How Canada broke its immigration …
High immigration. High housing costs. High food prices. Thank a Liberal voter.
High immigration. High housing costs. High food prices. Thank a Liberal voter.
Identity Attack0.020279141
Insult0.015188923
Profanity0.009639157
Threat0.0063626673
Severe Toxicity0.0013542175
Low Tox 0.044141594 Moderate Con 0.422 Economic_Argument
Jun 20, 2025 129 likes How Canada broke its immigration …
Thank you, Liberal voters 👏👏. I hope it was worth the v-signalling.
Thank you, Liberal voters 👏👏. I hope it was worth the v-signalling.
Identity Attack0.010581387
Insult0.015568925
Profanity0.012141321
Threat0.008414571
Severe Toxicity0.0015640259
Low Tox 0.037577134 Moderate Con 0.457 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Thank the Liberal voters for this
Thank the Liberal voters for this
Identity Attack0.013144426
Insult0.012680908
Profanity0.0147374235
Threat0.007547205
Severe Toxicity0.0017166138
Low Tox 0.029799197 Moderate Con 0.352
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Thanks liberals voters. Vote conservative next time.
Thanks liberals voters. Vote conservative next time.
Identity Attack0.008842488
Insult0.0113509
Profanity0.010945748
Threat0.0069646453
Severe Toxicity0.0009775162
Low Tox 0.02249265 Low Con 0.272 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank a liberal voter
Thank a liberal voter
Identity Attack0.008361516
Insult0.010096892
Profanity0.014976538
Threat0.007637825
Severe Toxicity0.0015163422
Low Tox 0.021314176 Low Con 0.29 Identity_Assertion
Feb 20, 2026 Canadian immigration officers investigating hundreds …
Thanks liberal voters
Thanks liberal voters
Identity Attack0.008694496
Insult0.009944891
Profanity0.013985921
Threat0.0072753434
Severe Toxicity0.0013828278
Low Tox 0.02072494 Moderate Con 0.31 Identity_Assertion
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Thank liberal voters
Thank liberal voters
Identity Attack0.008361516
Insult0.00979289
Profanity0.014259194
Threat0.0074436385
Severe Toxicity0.0014400482
Low Tox 0.019980038 Moderate Con 0.316 Call_To_Action
Aug 27, 2025 Why Canadians Are Turning Against …
Thank a liberal voter !
Thank a liberal voter !
Identity Attack0.006474625
Insult0.009431887
Profanity0.011406898
Threat0.00675104
Severe Toxicity0.0010204315
Low Tox 0.016838523 Moderate Con 0.368 Call_To_Action
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you Liberal voters.
Thank you Liberal voters.
Identity Attack0.0068446035
Insult0.009032886
Profanity0.011902207
Threat0.006835188
Severe Toxicity0.0010871887
Low Tox 0.01608456 Moderate Con 0.407 Identity_Assertion
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks Liberals and its voters. Great job.
Thanks Liberals and its voters. Great job.
Identity Attack0.005771666
Insult0.009469888
Profanity0.010757872
Threat0.00666042
Severe Toxicity0.00096321106
Low Tox 0.015581916 Low Con 0.265
Jun 18, 2025 2 likes How Canada broke its immigration …

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.