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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
Clear all | Quick: Toxic (>0.5) Most constructive High toxicity (>0.7) Most liked
Active: "This is how a state …" 450 comments · Page 18 of 18
Eff the Ununited States of America
Eff the Ununited States of America
· 10: Cluster #9
Close reading → Video sentiment →
Identity Attack0.00018819806
Insult0.00032611476
Profanity0.000029899447
Threat0.000059499584
Severe Toxicity0.000002045764
Low Tox 0.0009845275
Dec 11, 2025
Exactly why I won’t go to the States!
Exactly why I won’t go to the States!
· 10: Cluster #9
Close reading → Discourse → Video sentiment →
Identity Attack0.00039483863
Insult0.00021189121
Profanity0.000030117424
Threat0.000052529555
Severe Toxicity0.0000026292253
Low Tox 0.0009455564 Comparative_Framing
Dec 8, 2025 113 likes
Here is an idea: Don't go to the states
Here is an idea: Don't go to the states
· 10: Cluster #9
Close reading → Video sentiment →
Identity Attack0.0003227782
Insult0.00023376732
Profanity0.000025640471
Threat0.000032874115
Severe Toxicity0.0000023332425
Low Tox 0.00090893084
Dec 9, 2025 36 likes
Why would any Canadian go to the states anymore? (Other than to see family or if your work is there).
Why would any Canadian go to the states anymore? (Other than to see family or if your work is there).
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.00034133406
Insult0.00027375927
Profanity0.00002629084
Threat0.0000404568
Severe Toxicity0.0000023883754
Low Tox 0.0009077715
Dec 8, 2025 263 likes
no they don't because they shouldn't be going to the states.
no they don't because they shouldn't be going to the states.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00028797647
Insult0.00026531832
Profanity0.000024174293
Threat0.000037125974
Severe Toxicity0.0000023531934
Low Tox 0.00089995394
Dec 10, 2025
Not going to the states, ever again
Not going to the states, ever again
· 10: Cluster #9
Close reading → Discourse → Video sentiment →
Identity Attack0.00022903825
Insult0.00025826064
Profanity0.000024554132
Threat0.000028332957
Severe Toxicity0.0000020266002
Low Tox 0.00086514594 Personal_Narrative
Dec 10, 2025
How many Canadians can even afford to go to the States? I can barely afford to go to work.
How many Canadians can even afford to go to the States? I can barely afford to go to work.
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.00034417136
Insult0.00019014589
Profanity0.000022440272
Threat0.000039043804
Severe Toxicity0.000002531054
Low Tox 0.0007101673
Dec 10, 2025
Zero interest in going to states.
Zero interest in going to states.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00012802296
Insult0.00020636184
Profanity0.000021229078
Threat0.000021439835
Severe Toxicity0.0000019749361
Low Tox 0.0006024626
Dec 10, 2025 1 likes
I love it visiting the States. I wish our leadership would look after our country.
I love it visiting the States. I wish our leadership would look after our country.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00017103464
Insult0.0001621939
Profanity0.000018511366
Threat0.000032327855
Severe Toxicity0.0000024132837
Low Tox 0.0005753979
Dec 9, 2025
It would be better to join the United States of America. 😂😂😂
It would be better to join the United States of America. 😂😂😂
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00010440062
Insult0.0001733217
Profanity0.000022791932
Threat0.000046107383
Severe Toxicity0.0000021127114
Low Tox 0.0005602073 Humor_Satire
Dec 10, 2025
No we don't. We just need to spend our money somewhere "Not" the United States.
No we don't. We just need to spend our money somewhere "Not" the United States.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00011834184
Insult0.00019000273
Profanity0.000018802333
Threat0.000028236473
Severe Toxicity0.0000021514652
Low Tox 0.0005413549
Dec 8, 2025 1 likes
Why would anyone travel to the states. Please travel anywhere else, its not safe there.
Why would anyone travel to the states. Please travel anywhere else, its not safe there.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00013696999
Insult0.00016372146
Profanity0.000022017774
Threat0.000028788787
Severe Toxicity0.000002437436
Low Tox 0.0005130339
Dec 12, 2025
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000047982103
Insult0.00018946108
Profanity0.000033756438
Threat0.000051154275
Severe Toxicity0.0000036213887
Low Tox 0.00050764723
Dec 8, 2025
We're just not going to the states anymore. Why isn't biometric facial analysis enough? There's zero need for fingerprinting.
We're just not going to the states anymore. Why isn't biometric facial analysis enough? There's zero need for fingerprinting.
· 15: Cluster #14
Close reading → Video sentiment →
Identity Attack0.00007271947
Insult0.00019462024
Profanity0.000017252241
Threat0.00002653241
Severe Toxicity0.0000020799212
Low Tox 0.0005007371
Dec 8, 2025 2 likes
Soon Alberta will be the 51st state anyway.
Soon Alberta will be the 51st state anyway.
· 32: Cluster #31
Close reading → Discourse → Video sentiment →
Identity Attack0.00007675521
Insult0.00016331187
Profanity0.000021752197
Threat0.00003274296
Severe Toxicity0.00000209758
Low Tox 0.0004402114 Identity_Assertion
Dec 8, 2025 2 likes
Travelling into the states was already low. Now it'll be even lower.
Travelling into the states was already low. Now it'll be even lower.
· 37: Cluster #36
Close reading → Video sentiment →
Identity Attack0.00008045781
Insult0.0001749816
Profanity0.000019673378
Threat0.000022981532
Severe Toxicity0.0000019626193
Low Tox 0.00042763998
Dec 9, 2025 70 likes
Just comply is what i keep hearing from the authorities, lol. How else do you expect them to run a police state. both sides of the border.
Just comply is what i keep hearing from the authorities, lol. How else do you expect them to run a police state. both sides of the border.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000055248893
Insult0.00016995374
Profanity0.000020156895
Threat0.000028455946
Severe Toxicity0.0000020834289
Low Tox 0.0004196717
Dec 11, 2025
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
Soon we will be the 51st state and we won't need all this stuff. We can just cross the border and there will actually be no international border.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00006534975
Insult0.00015043037
Profanity0.000025214382
Threat0.000028329418
Severe Toxicity0.0000025006311
Low Tox 0.000407523 Unverified_Claim
Dec 9, 2025
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border …
Going and loving it, any chance I get to leave trudeau land is a bonus! As your guest stated they want to make sure travelers are not planning on staying in their country....hmmm every border at every country in the world does this in various ways!!
· 6: Cluster #5
Close reading → Video sentiment →
Identity Attack0.00005806109
Insult0.00017108928
Profanity0.000020702953
Threat0.000021759333
Severe Toxicity0.0000023298671
Low Tox 0.00040393107
Dec 11, 2025
By 2027 Canada will be the 52 nd state of USA.?
By 2027 Canada will be the 52 nd state of USA.?
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00006672976
Insult0.00016961603
Profanity0.000019979256
Threat0.000024262888
Severe Toxicity0.0000019413549
Low Tox 0.0004005311
Apr 14, 2025 8 likes
Nothing special in the States, not to mention more expensive. Nah! I got better ways of stretching my money.
Nothing special in the States, not to mention more expensive. Nah! I got better ways of stretching my money.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.000074218784
Insult0.00014848127
Profanity0.000018747742
Threat0.000021399534
Severe Toxicity0.0000022682968
Low Tox 0.00037706541 Comparative_Framing
Dec 9, 2025
Not going to the States. Thank you very much.
Not going to the States. Thank you very much.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00006047606
Insult0.00015865604
Profanity0.000020390253
Threat0.000022288717
Severe Toxicity0.0000023842267
Low Tox 0.00037075064
Dec 11, 2025
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what …
I have the answer - I am never going to the States again and I find this decision very easy to take as Canada is far nicer and is a free country - remember what free looked like.
· 1: Outliers
Close reading → Discourse → Video sentiment →
Identity Attack0.00007122219
Insult0.00013956765
Profanity0.000020931255
Threat0.000023746192
Severe Toxicity0.00000276584
Low Tox 0.00034268282 Comparative_Framing
Dec 10, 2025
The last time ive been in the states was when a simple driver license was enough for entry.
The last time ive been in the states was when a simple driver license was enough for entry.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.00005769053
Insult0.0001492337
Profanity0.000019210911
Threat0.000022898925
Severe Toxicity0.000002440562
Low Tox 0.00033544988
Dec 13, 2025
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
The EU has matching laws. Everyone must register if they come in from the United States regardless of how long they stay.
· 1: Outliers
Close reading → Video sentiment →
Identity Attack0.000056069675
Insult0.00012623373
Profanity0.000017188784
Threat0.000020736286
Severe Toxicity0.0000026345285
Low Tox 0.0002917634
Dec 10, 2025 5 likes

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.