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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: "And the liberals will do …" 1,410 comments · Page 53 of 57
Liberals did this. Feeling safe?
Liberals did this. Feeling safe?
Identity Attack0.009915425
Insult0.014504919
Profanity0.011765569
Threat0.0071070488
Severe Toxicity0.0011730194
Low Tox 0.032863233 Low Con 0.237 Fear_Threat
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
How Canada broke its immigration system: They elected a Liberal government in 2015.
How Canada broke its immigration system: They elected a Liberal government in 2015.
Identity Attack0.012340514
Insult0.014504919
Profanity0.010501678
Threat0.006433869
Severe Toxicity0.00091552734
Low Tox 0.032863233 Low Con 0.196
Jun 28, 2025 1 likes How Canada broke its immigration …
Thank you LIBERALS!!!
Thank you LIBERALS!!!
Identity Attack0.013546381
Insult0.0151129225
Profanity0.013507691
Threat0.007029374
Severe Toxicity0.0018024445
Low Tox 0.032863233 Moderate Con 0.312 Humor_Satire
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed …
Why don’t Canadians march towards Parliament with the idea of making their voices heard? Why don’t they organize strikes, gather together, and walk blocking the streets with their signs to make their voices heard, directed at the Liberal government?
Identity Attack0.014752249
Insult0.01313691
Profanity0.010040528
Threat0.009100696
Severe Toxicity0.0012874603
Low Tox 0.032863233 Moderate Con 0.403
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
She is lighting it up, i would like to thank her for her pressing this issue. This liberal government is writing cheques that regular people have to cash
Identity Attack0.006474625
Insult0.01617693
Profanity0.014566627
Threat0.006874025
Severe Toxicity0.0009727478
Low Tox 0.032627538 Constructive 0.549
Sep 29, 2025 IRCC Names India in Study …
Carney and liberals don’t know this ?
Carney and liberals don’t know this ?
Identity Attack0.006437627
Insult0.019225692
Profanity0.010774951
Threat0.0062332097
Severe Toxicity0.0007915497
Low Tox 0.032627538 Low Con 0.172 Question
Aug 27, 2025 Why Canadians Are Turning Against …
This is a direct result of Liberal policies, but there's a very simple solution. Vote conservative!
This is a direct result of Liberal policies, but there's a very simple solution. Vote conservative!
Identity Attack0.011099357
Insult0.014580919
Profanity0.011526455
Threat0.007081157
Severe Toxicity0.0011968613
Low Tox 0.032391842 Moderate Con 0.379
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Have you thanked a liberal today?
Have you thanked a liberal today?
Identity Attack0.010581387
Insult0.014048916
Profanity0.0128245065
Threat0.0072365063
Severe Toxicity0.0012683868
Low Tox 0.032391842 Low Con 0.292 Humor_Satire
Feb 20, 2026 Canadian immigration officers investigating hundreds …
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant …
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant liberal immigration has led to this. We should not single out one particular community though, it will not help the current situation anyway.
Identity Attack0.017967897
Insult0.013934915
Profanity0.009536679
Threat0.0062008454
Severe Toxicity0.0009727478
Low Tox 0.032391842 Constructive 0.793
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberalism at its finest.
Liberalism at its finest.
Identity Attack0.010581387
Insult0.012490907
Profanity0.012722028
Threat0.007094103
Severe Toxicity0.0013065338
Low Tox 0.032156147 Low Con 0.204 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Only in Canada, Thanks to the liberal government.
Only in Canada, Thanks to the liberal government.
Identity Attack0.01656105
Insult0.014504919
Profanity0.010296722
Threat0.006155535
Severe Toxicity0.0011634827
Low Tox 0.03192045 Low Con 0.215 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Quantity was preferred over quality by Liberals. During Harper it was quality over quantity.
Quantity was preferred over quality by Liberals. During Harper it was quality over quantity.
Identity Attack0.0069185994
Insult0.017743196
Profanity0.009767254
Threat0.0060260775
Severe Toxicity0.0007534027
Low Tox 0.031684756 Low Con 0.231
Jun 19, 2025 How Canada broke its immigration …
You can thank the liberal government for what this country has become.
You can thank the liberal government for what this country has become.
Identity Attack0.009545447
Insult0.0140109155
Profanity0.012551232
Threat0.0066798385
Severe Toxicity0.0013446808
Low Tox 0.031684756 Low Con 0.245
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
they voted for liberal, they asked for more clearly
they voted for liberal, they asked for more clearly
Identity Attack0.011691323
Insult0.013706914
Profanity0.014122557
Threat0.0068416605
Severe Toxicity0.0011539459
Low Tox 0.031449065 Low Con 0.215
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
That's right Ontario keep voting liberals .Good job. R u happy ?
That's right Ontario keep voting liberals .Good job. R u happy ?
Identity Attack0.00984143
Insult0.016784932
Profanity0.01041628
Threat0.006246155
Severe Toxicity0.0009918213
Low Tox 0.031331215 Moderate Con 0.401 Policy_Critique
Oct 5, 2025 Why Canadians Are Turning Against …
In a wild twist, liberal Carney cut immigration by 100% last year,
In a wild twist, liberal Carney cut immigration by 100% last year,
Identity Attack0.009249465
Insult0.013934915
Profanity0.0113215
Threat0.0065827454
Severe Toxicity0.000872612
Low Tox 0.031331215 Low Con 0.248 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
bro why hasn't that statue being torn down by now won Brampton liberal town or what
bro why hasn't that statue being torn down by now won Brampton liberal town or what
Identity Attack0.00569767
Insult0.013668913
Profanity0.015488927
Threat0.007922632
Severe Toxicity0.001373291
Low Tox 0.031213367 Moderate Con 0.305
Jan 27, 2026 Inside Canada's Indian Invasion...
This is exactly what the liberals wanted.
This is exactly what the liberals wanted.
Identity Attack0.009434453
Insult0.014124917
Profanity0.012004685
Threat0.0068416605
Severe Toxicity0.0010824203
Low Tox 0.030977672 Low Con 0.17 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Thank you Liberals
Thank you Liberals
Identity Attack0.012541492
Insult0.013744914
Profanity0.015044857
Threat0.007314181
Severe Toxicity0.0016975403
Low Tox 0.030270588 Moderate Con 0.347 Meta_Commentary
Jan 16, 2026 Canada’s new rules in 2026
It's like home... Thanks to the Liberals !!Elbows up!!!!salutation from Montreal Tyler!!!
It's like home... Thanks to the Liberals !!Elbows up!!!!salutation from Montreal Tyler!!!
Identity Attack0.008546505
Insult0.01632893
Profanity0.01127026
Threat0.0066215824
Severe Toxicity0.0012588501
Low Tox 0.030034892 Moderate Con 0.439 Solidarity
Jan 27, 2026 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 …
Liberal Diversity is importing 86 percent from 1 country.
Liberal Diversity is importing 86 percent from 1 country.
Identity Attack0.014450782
Insult0.011122898
Profanity0.013644327
Threat0.006602164
Severe Toxicity0.0012683868
Low Tox 0.029799197 Low Con 0.134 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberal party tax brings them in
Liberal party tax brings them in
Identity Attack0.007473567
Insult0.013516913
Profanity0.014088398
Threat0.0072753434
Severe Toxicity0.001206398
Low Tox 0.02968135 Low Con 0.18 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
And they keep voting liberal.
And they keep voting liberal.
Identity Attack0.010951365
Insult0.013820915
Profanity0.0108774295
Threat0.0064468146
Severe Toxicity0.0010871887
Low Tox 0.029445656 Low Con 0.175 Identity_Assertion
Feb 27, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I wonder which party sponsored this article. It’s brought to us by the liberal based CBC. 🤔🤔
I wonder which party sponsored this article. It’s brought to us by the liberal based CBC. 🤔🤔
Identity Attack0.0071775843
Insult0.015872927
Profanity0.010945748
Threat0.006194372
Severe Toxicity0.00089645386
Low Tox 0.029092113 Low Con 0.256
Jul 2, 2019 3 likes How much do refugees and …

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.