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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.

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Search comment text, filter by category or toxicity level
Active: "And the liberals will do …" 1,410 comments · Page 52 of 57
Thank a liberal near you
Thank a liberal near you
Identity Attack0.012842959
Insult0.015720926
Profanity0.014327513
Threat0.007353018
Severe Toxicity0.0016403198
Low Tox 0.036162965 Moderate Con 0.301 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Canada didn’t break it ..the Liberal Party did.
Canada didn’t break it ..the Liberal Party did.
Identity Attack0.011321344
Insult0.015416925
Profanity0.011031146
Threat0.007922632
Severe Toxicity0.0011920929
Low Tox 0.03592727 Low Con 0.151 Policy_Critique
Jun 20, 2025 10 likes How Canada broke its immigration …
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Identity Attack0.018369852
Insult0.014428918
Profanity0.011492296
Threat0.007974415
Severe Toxicity0.0013542175
Low Tox 0.035691574 Low Con 0.268 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Vassy has to defend the liberals she is their employee.
Vassy has to defend the liberals she is their employee.
Identity Attack0.007288578
Insult0.01890341
Profanity0.012380436
Threat0.0069646453
Severe Toxicity0.0010204315
Low Tox 0.03545588 Low Con 0.096 Meta_Commentary
Feb 24, 2026 'We do know that there's …
By voting liberal over and over
By voting liberal over and over
Identity Attack0.011839314
Insult0.015036922
Profanity0.014088398
Threat0.0072882893
Severe Toxicity0.0014305115
Low Tox 0.035220183 Low Con 0.268 Policy_Critique
Jun 19, 2025 3 likes How Canada broke its immigration …
Keep paying your taxes so the liberal government can keep their voting base up
Keep paying your taxes so the liberal government can keep their voting base up
Identity Attack0.008250522
Insult0.017163089
Profanity0.011543535
Threat0.006763986
Severe Toxicity0.0011253357
Low Tox 0.034984488 Low Con 0.217
Nov 14, 2019 How much do refugees and …
This is what the same people complaining but voted the liberal party back in power.
This is what the same people complaining but voted the liberal party back in power.
Identity Attack0.006955597
Insult0.017872108
Profanity0.011133623
Threat0.006686311
Severe Toxicity0.00084877014
Low Tox 0.034984488 Low Con 0.292
Aug 24, 2025 259 likes Why Canadians Are Turning Against …
Liberals. That’s how.
Liberals. That’s how.
Identity Attack0.012541492
Insult0.016556932
Profanity0.012175481
Threat0.006647474
Severe Toxicity0.0012874603
Low Tox 0.034748793 Low Con 0.163 Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
Liberal votes explained !
Liberal votes explained !
Identity Attack0.011099357
Insult0.015948927
Profanity0.011355659
Threat0.0067963502
Severe Toxicity0.0012493134
Low Tox 0.034748793 Low Con 0.28
Jan 27, 2026 Inside Canada's Indian Invasion...
Maybe the liberals could build some hotels there
Maybe the liberals could build some hotels there
Identity Attack0.013847848
Insult0.013440913
Profanity0.014669105
Threat0.007935578
Severe Toxicity0.0014972687
Low Tox 0.034748793 Low Con 0.184
Jan 5, 2026 Migrants cross into Canada near …
She’s was told to let whoever into Canada as long as they vote liberal
She’s was told to let whoever into Canada as long as they vote liberal
Identity Attack0.017264472
Insult0.012794908
Profanity0.011475217
Threat0.0067316215
Severe Toxicity0.0010728836
Low Tox 0.034513097 Low Con 0.233 Unverified_Claim
Feb 26, 2026 292 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
they're all liberal votes
they're all liberal votes
Identity Attack0.016058605
Insult0.0154929245
Profanity0.01764096
Threat0.0071847234
Severe Toxicity0.0015735626
Low Tox 0.034513097 Low Con 0.189 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
"The liberal project" is going down.
"The liberal project" is going down.
Identity Attack0.009101473
Insult0.014238917
Profanity0.012243799
Threat0.0076766624
Severe Toxicity0.0011253357
Low Tox 0.034513097 Low Con 0.194 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Thank the liberals
Thank the liberals
Identity Attack0.015455672
Insult0.013858915
Profanity0.016616182
Threat0.008090926
Severe Toxicity0.0019741058
Low Tox 0.034277402 Moderate Con 0.307 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Keep voting liberal and you'll keep getting the same results.
Keep voting liberal and you'll keep getting the same results.
Identity Attack0.012061302
Insult0.014504919
Profanity0.010945748
Threat0.007068211
Severe Toxicity0.0012207031
Low Tox 0.034277402 Low Con 0.195 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
Canadians are reaching the tipping point, finally. Thank a LIBERAL for all of this.
Canadians are reaching the tipping point, finally. Thank a LIBERAL for all of this.
Identity Attack0.014450782
Insult0.017012933
Profanity0.010604155
Threat0.0067834044
Severe Toxicity0.001335144
Low Tox 0.034041706 Moderate Con 0.44 Policy_Critique
Sep 4, 2025 130 likes Why Canadians Are Turning Against …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is …
Please help me understand why mass migration is considered beneficial. I believe globalization has very significant drawbacks. My primary concern is for my fellow Canadians "ONLY." It seems that the increase in new residents is driven largely by political motives, as new migrants often support the Liberal Party due to the benefits they receive upon arrival. Both the Liberal government in Canada and the Democrats in the United States appear to be aware of this trend. Regardless of political affiliation—whether Liberal, Conservative, Green, or any other party—if my party were to adopt such a policy, I would oppose it. Canadians really need to wake up. We need responsible citizenship that upholds and strengthens our Canadian culture and values.
Identity Attack0.013948337
Insult0.016784932
Profanity0.011201942
Threat0.00636914
Severe Toxicity0.0010156631
Low Tox 0.034041706 Constructive 0.856 Identity_Assertion
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
11 years of open border policies by the liberal regime
11 years of open border policies by the liberal regime
Identity Attack0.009619443
Insult0.012186904
Profanity0.013302735
Threat0.0076507707
Severe Toxicity0.0012874603
Low Tox 0.03357032 Low Con 0.201 Policy_Critique
Jan 5, 2026 42 likes Migrants cross into Canada near …
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Every one of them a liberal for life, no matter what the cost. To both the taxpayer and our society.
Identity Attack0.00725158
Insult0.017485369
Profanity0.010672474
Threat0.0069516995
Severe Toxicity0.0010490417
Low Tox 0.03357032 Low Con 0.247 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Thank you liberals.
Thank you liberals.
Identity Attack0.013546381
Insult0.0151129225
Profanity0.0137468055
Threat0.007081157
Severe Toxicity0.0016212463
Low Tox 0.03357032 Moderate Con 0.309 Identity_Assertion
Feb 18, 2026 Canadian immigration officers investigating hundreds …
as long as you vote liberal you're accepted
as long as you vote liberal you're accepted
Identity Attack0.013948337
Insult0.012414906
Profanity0.015318131
Threat0.0072882893
Severe Toxicity0.001449585
Low Tox 0.03357032 Low Con 0.222 Identity_Assertion
Nov 20, 2025 23 likes Thousands of refugees allowed into …
No liberals welcome in america
No liberals welcome in america
Identity Attack0.0031384903
Insult0.012933317
Profanity0.00007817668
Threat0.00023893506
Severe Toxicity0.0000025344596
Low Tox 0.033451177 Identity_Assertion
Apr 15, 2025
It is actually due to the Liberals going back to Chretien and Trudeau pere.
It is actually due to the Liberals going back to Chretien and Trudeau pere.
Identity Attack0.009693438
Insult0.018645585
Profanity0.011184863
Threat0.0062979385
Severe Toxicity0.0011301041
Low Tox 0.03309893 Low Con 0.276 Policy_Critique
Jun 21, 2025 How Canada broke its immigration …
Thanks to the Liberals
Thanks to the Liberals
Identity Attack0.014852738
Insult0.013630914
Profanity0.016103793
Threat0.007961469
Severe Toxicity0.002002716
Low Tox 0.03309893 Moderate Con 0.329
Jun 17, 2025 20 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.