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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

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Active: "As a Liberal voter, I …" 79 comments · Page 3 of 4
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 …
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Love Michelle and hope she will be incharge of Canadas immigration some day. Its heartbreaking to see Canada's decline and inaction from liberals. They need future voters because big boomer base wont last
Identity Attack0.019977676
Insult0.029273475
Profanity0.010365041
Threat0.0067898775
Severe Toxicity0.0012969971
Low Tox 0.07212844 Constructive 0.572 Call_To_Action
Feb 24, 2026 'We do know that there's …
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰ Conservatives will win 2026 💯
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰ Conservatives will win 2026 💯
Identity Attack0.02439919
Insult0.026702631
Profanity0.011902207
Threat0.0074436385
Severe Toxicity0.0016212463
Low Tox 0.0665887 Low Con 0.229 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
Liberals adding more foreign voters.
Liberals adding more foreign voters.
Identity Attack0.035847444
Insult0.019419061
Profanity0.013473531
Threat0.0071070488
Severe Toxicity0.0016880035
Low Tox 0.06025757 Low Con 0.177 Unverified_Claim
Jan 14, 2026 Canada’s new rules in 2026
A liberals government created a new realgion. All done with purpose of getting voters...Roxam rd is their favorite street.
A liberals government created a new realgion. All done with purpose of getting voters...Roxam rd is their favorite street.
Identity Attack0.019776696
Insult0.024640027
Profanity0.0138151245
Threat0.0073918556
Severe Toxicity0.0017738342
Low Tox 0.058737632 Low Con 0.207
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
THIS IS A PRIME EXAMPLE FOR LIBERAL VOTERS TO WAKE UP BEFORE CANADA NEEDS ICE
Identity Attack0.01274247
Insult0.0233509
Profanity0.010587076
Threat0.0075083673
Severe Toxicity0.0018024445
Low Tox 0.051068526 Low Con 0.178 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious …
I don’t believe these numbers. The Liberals are failing in the polls and desperate for voters. Canadian media hides the serious immigration problems in European countries. Many European countries are NOW they are taking serious steps to decrease and even stop immigration. Denmark a good example.
Identity Attack0.022590388
Insult0.02012808
Profanity0.010330882
Threat0.0065244893
Severe Toxicity0.0011491776
Low Tox 0.04735767 Moderate Con 0.456 Unverified_Claim
Dec 31, 2025 Deportations From Canada at Their …
Their liberal voters, plain and simple!!!
Their liberal voters, plain and simple!!!
Identity Attack0.01191331
Insult0.02051482
Profanity0.012346277
Threat0.0065697995
Severe Toxicity0.0015163422
Low Tox 0.046368107 Low Con 0.206
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
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...
Importing prospective Liberal Voters gaming the system Open Society Foundations
Importing prospective Liberal Voters gaming the system Open Society Foundations
Identity Attack0.012240025
Insult0.014238917
Profanity0.013985921
Threat0.007857903
Severe Toxicity0.0014686584
Low Tox 0.034277402 Low Con 0.157 Unverified_Claim
Nov 21, 2025 2 likes Thousands of refugees allowed into …
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 …
something tells me that liberals will not let 2.5M "voters" to leave.
something tells me that liberals will not let 2.5M "voters" to leave.
Identity Attack0.008139528
Insult0.012566907
Profanity0.011611853
Threat0.007365964
Severe Toxicity0.001039505
Low Tox 0.028620722 Low Con 0.173
Jan 15, 2026 2.9 million Canadian temporary visas …
What’s the issue? It’s what NDP and Liberal voters voted for.
What’s the issue? It’s what NDP and Liberal voters voted for.
Identity Attack0.00673361
Insult0.014314918
Profanity0.010143006
Threat0.006058442
Severe Toxicity0.0008201599
Low Tox 0.027206551 Low Con 0.298 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Imported liberal party voters. US tried to do the same during the last administration
Imported liberal party voters. US tried to do the same during the last administration
Identity Attack0.008916483
Insult0.013744914
Profanity0.011167783
Threat0.0063626673
Severe Toxicity0.000872612
Low Tox 0.026735162 Low Con 0.24 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
This is on the Liberal voters more than anything.
This is on the Liberal voters more than anything.
Identity Attack0.009767435
Insult0.012186904
Profanity0.01127026
Threat0.0071199946
Severe Toxicity0.0009441376
Low Tox 0.026499467 Low Con 0.274 Identity_Assertion
Jan 22, 2026 Why Canada’s immigration system has …
Where are all the liberal voters? Seems like a Majority of Canadians are on the same page about this issue.
Where are all the liberal voters? Seems like a Majority of Canadians are on the same page about this issue.
Identity Attack0.012641981
Insult0.012680908
Profanity0.009920971
Threat0.0063950317
Severe Toxicity0.00082969666
Low Tox 0.026499467 Moderate Con 0.354 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Just future liberal voters
Just future liberal voters
Identity Attack0.009989422
Insult0.011540901
Profanity0.012277958
Threat0.0068999166
Severe Toxicity0.0011062622
Low Tox 0.024967449 Low Con 0.255 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
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...
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
It was purely designed to import a vast number of future liberal voters. There was no other reason. With how quickly citizenship is granted here after getting your PR, it's obvious.
Identity Attack0.004439743
Insult0.012262905
Profanity0.011201942
Threat0.0064727063
Severe Toxicity0.00077724457
Low Tox 0.021667719 Moderate Con 0.392 Unverified_Claim
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
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 …
As a Liberal voter, I don't see a problem 🤷🏻
As a Liberal voter, I don't see a problem 🤷🏻
Identity Attack0.006363631
Insult0.009545889
Profanity0.013371054
Threat0.0067186756
Severe Toxicity0.001039505
Low Tox 0.018849092 Moderate Con 0.435 Identity_Assertion
Jul 5, 2025 1 likes How Canada broke its immigration …
21:45 .. the answer is guaranteed voters for the Liberal party.
21:45 .. the answer is guaranteed voters for the Liberal party.
Identity Attack0.005956655
Insult0.009203887
Profanity0.011150704
Threat0.0068869707
Severe Toxicity0.00082969666
Low Tox 0.017969469 Low Con 0.248 Call_To_Action
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...

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.