Skip to content
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: "You can thank the Liberals …" 133 comments · Page 5 of 6
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Identity Attack0.025404079
Insult0.016100928
Profanity0.010006369
Threat0.0062137907
Severe Toxicity0.0010442734
Low Tox 0.043646812 Constructive 0.677 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks liberals this is awesome guys
Thanks liberals this is awesome guys
Identity Attack0.019374741
Insult0.017088935
Profanity0.018119188
Threat0.008000307
Severe Toxicity0.0023078918
Low Tox 0.04315203 Moderate Con 0.345 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per …
Thanks Michelle for bring this to our attention. Now I'm wondering what is it going to cost to find 79,000+ students so they can eventually be deported? I'm going to guess at least 1000.00 per day per person to track them down. This should be deducted from the Liberal party's salary and not the tax payers! Or better yet, seize/freeze Trudeau's bank account/pension!!!!
Identity Attack0.006955597
Insult0.017292
Profanity0.0103821205
Threat0.008311004
Severe Toxicity0.0013446808
Low Tox 0.041915078 Constructive 0.637
Sep 29, 2025 IRCC Names India in Study …
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 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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
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 …
Thanks to Liberals
Thanks to Liberals
Identity Attack0.012240025
Insult0.012642908
Profanity0.015283971
Threat0.0077284453
Severe Toxicity0.0018501282
Low Tox 0.028856417 Moderate Con 0.321 Meta_Commentary
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
Thank the liberals!
Thank the liberals!
Identity Attack0.012061302
Insult0.01313691
Profanity0.0128245065
Threat0.007262398
Severe Toxicity0.0015258789
Low Tox 0.028856417 Low Con 0.254
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you liberals and ndp for this
Thank you liberals and ndp for this
Identity Attack0.0070665907
Insult0.013630914
Profanity0.012107162
Threat0.0068869707
Severe Toxicity0.0012779236
Low Tox 0.023553278 Moderate Con 0.334 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was …
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was to help the Liberal Party grow.
Identity Attack0.010433395
Insult0.011692902
Profanity0.00995513
Threat0.0061878995
Severe Toxicity0.0008392334
Low Tox 0.02343543 Constructive 0.651 Policy_Critique
Aug 27, 2025 1 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...
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our …
They start in Brampton then spread across the country even way way up North, good luck getting a job, these people took all of the jobs we used to get to get experience and our first cars and our deposits for our first homes. Thanks Liberal government.
Identity Attack0.005771666
Insult0.013288911
Profanity0.00995513
Threat0.0062137907
Severe Toxicity0.0008249283
Low Tox 0.022374803 Constructive 0.593
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …

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.