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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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30,738 comments · Page 800 of 1230
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Liberal plan working, supported by Liberal voters, disrupt the system so the attention is on immigrants and not Liberal politicians , thanks voters.
Identity Attack0.0543092
Insult0.031697463
Profanity0.011219022
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.10696511 Moderate Con 0.39
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It is not a conservative reality, It is a Liberal mandate. Smarter up Liberals.😢
It is not a conservative reality, It is a Liberal mandate. Smarter up Liberals.😢
Identity Attack0.030175667
Insult0.04149419
Profanity0.015079016
Threat0.007262398
Severe Toxicity0.0019931793
Low Tox 0.10696511 Low Con 0.181 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I’m trying to elect double lock Johnny for president
I’m trying to elect double lock Johnny for president
Identity Attack0.007214582
Insult0.039151907
Profanity0.02167175
Threat0.009100696
Severe Toxicity0.0023937225
Low Tox 0.10696511 Low Con 0.292 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Taj Mahortons 🕌
Taj Mahortons 🕌
Identity Attack0.011173353
Insult0.06921569
Profanity0.11477985
Threat0.010369381
Severe Toxicity0.008354187
Low Tox 0.10696511 Low Con 0.246
Jan 27, 2026 Inside Canada's Indian Invasion...
Based helmet guy
Based helmet guy
Identity Attack0.008953481
Insult0.036214896
Profanity0.02932342
Threat0.010265815
Severe Toxicity0.003376007
Low Tox 0.10696511 Moderate Con 0.352 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Changes to the young affender act that will help with crimes😢
Changes to the young affender act that will help with crimes😢
Identity Attack0.004606233
Insult0.024382202
Profanity0.015044857
Threat0.027515862
Severe Toxicity0.0029754639
Low Tox 0.10696511 Moderate Con 0.339
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Canada is gone!
Canada is gone!
Identity Attack0.045901958
Insult0.02373764
Profanity0.01620627
Threat0.014911477
Severe Toxicity0.0037574768
Low Tox 0.10696511 Moderate Con 0.323 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist visa holders. IRCC is now granting repeated extensions on tourist visas. Why are they allowing these extensions? What are these individuals expected to do in Canada for years? Many tourist visa holders have been in Canada for several years — not necessarily because they refuse to leave, but because IRCC keeps extending their status. Some of these individuals end up working illegally, taking jobs from Canadian youth and citizens, and adding pressure to the housing market. The increasing numbers of asylum claimants, international students, temporary work permit holders, tourist visa holders, and undocumented individuals are placing strain on Canada and its citizens. IRCC needs to strictly follow the law and enforce regulations. If not, Canada’s immigration system will continue to be exploited, and abusive individuals or even criminals could find it easier to enter the country.
Identity Attack0.036105253
Insult0.043250903
Profanity0.014327513
Threat0.007340072
Severe Toxicity0.0023555756
Low Tox 0.10696511 Constructive 0.818 Policy_Critique
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
The problem is the liberal government who lets anyone in the country
The problem is the liberal government who lets anyone in the country
Identity Attack0.04667538
Insult0.028281843
Profanity0.017231047
Threat0.007353018
Severe Toxicity0.0020217896
Low Tox 0.10696511 Low Con 0.186 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to save money for school since I can't afford it on my own. So if it's hard to get a job now why keep bringing people here. Obviously we would have enough jobs since there are so many people looking for jobs...sorry it's all boggling my mind.
Identity Attack0.030175667
Insult0.039444692
Profanity0.015557245
Threat0.0063367756
Severe Toxicity0.0018119812
Low Tox 0.10653123 Constructive 0.813 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
What a small amount. But its good. In the 🇬🇧 UK if a illegal imigratants marry a local citizen and has a baby. The baby does not get to be a citizen of the UK. …
What a small amount. But its good. In the 🇬🇧 UK if a illegal imigratants marry a local citizen and has a baby. The baby does not get to be a citizen of the UK. Canada should be more strict
Identity Attack0.08252834
Insult0.026315894
Profanity0.012141321
Threat0.0074048014
Severe Toxicity0.0022029877
Low Tox 0.10653123 Constructive 0.518 Policy_Critique
Dec 25, 2025 3 likes Deportations From Canada at Their …
Job fair are filled with foreigners. 1/4 of the booth are organizations that help immigrants getting jobs.
Job fair are filled with foreigners. 1/4 of the booth are organizations that help immigrants getting jobs.
Identity Attack0.10221587
Insult0.025155678
Profanity0.015728042
Threat0.006433869
Severe Toxicity0.0021839142
Low Tox 0.10653123 Moderate Con 0.395
Jun 19, 2025 2 likes How Canada broke its immigration …
That guy on the bike 🚲 5:47 haven’t seen him since 😂😂
That guy on the bike 🚲 5:47 haven’t seen him since 😂😂
Identity Attack0.009101473
Insult0.022706337
Profanity0.041661996
Threat0.015602129
Severe Toxicity0.0061035156
Low Tox 0.10653123 Moderate Con 0.393 Meta_Commentary
Feb 23, 2026 Inside Canada's Indian Invasion...
Covid excuse was the flu NOTHING more
Covid excuse was the flu NOTHING more
Identity Attack0.008509507
Insult0.029163294
Profanity0.022833163
Threat0.0074824756
Severe Toxicity0.003604889
Low Tox 0.10653123 Low Con 0.15
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The Sikh in White Turban Spoke well A right Man Ringing the right words
The Sikh in White Turban Spoke well A right Man Ringing the right words
Identity Attack0.06476828
Insult0.027476108
Profanity0.02836696
Threat0.010472948
Severe Toxicity0.0050354004
Low Tox 0.10653123 Moderate Con 0.338
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
INDIA, CANADA lol
INDIA, CANADA lol
Identity Attack0.05976611
Insult0.029383656
Profanity0.026590679
Threat0.006861079
Severe Toxicity0.0038528442
Low Tox 0.10653123 Low Con 0.29 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Why is it all across the west the same 👃 people keep pushing and funding mass migration
Why is it all across the west the same 👃 people keep pushing and funding mass migration
Identity Attack0.051580742
Insult0.02425329
Profanity0.017504321
Threat0.0074306927
Severe Toxicity0.002784729
Low Tox 0.10653123 Low Con 0.293 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Manusmriti 9:3 father guards her during virginity, the husband guards her in youth, the sons guard her in old age; the woman is never fit for independence.—(iii).
Manusmriti 9:3 father guards her during virginity, the husband guards her in youth, the sons guard her in old age; the woman is never fit for independence.—(iii).
Identity Attack0.07094744
Insult0.032138187
Profanity0.023994578
Threat0.010214032
Severe Toxicity0.0036621094
Low Tox 0.10653123 Low Con 0.22 Unverified_Claim
Feb 23, 2026 Inside Canada's Indian Invasion...
They dont want to stop the grabe train. I xant prove it but I got the incling that some are financially benefiting from the immigrants, asylum seekers, and refugees.
They dont want to stop the grabe train. I xant prove it but I got the incling that some are financially benefiting from the immigrants, asylum seekers, and refugees.
Identity Attack0.06613251
Insult0.025542418
Profanity0.016103793
Threat0.007145886
Severe Toxicity0.0021362305
Low Tox 0.10653123 Constructive 0.572
Jan 20, 2026 Why Canada’s immigration system has …
Were they detained in inhuman and brutal conditions before deportation or were they deported to El Salvador or some other unrelated country?
Were they detained in inhuman and brutal conditions before deportation or were they deported to El Salvador or some other unrelated country?
Identity Attack0.052490227
Insult0.027841117
Profanity0.01442999
Threat0.010628296
Severe Toxicity0.002670288
Low Tox 0.10653123 Low Con 0.282 Question
Dec 24, 2025 Deportations From Canada at Their …
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u …
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u speak different languages thats why translators exist some make the job marketing just to hard
Identity Attack0.062039822
Insult0.02425329
Profanity0.03915693
Threat0.007909686
Severe Toxicity0.0035095215
Low Tox 0.10653123 Constructive 0.662 Policy_Critique
Feb 8, 2026 Inside Canada's Indian Invasion...
Not showing up means your guilty of something!
Not showing up means your guilty of something!
Identity Attack0.0026823445
Insult0.03489272
Profanity0.016411226
Threat0.008867673
Severe Toxicity0.0016498566
Low Tox 0.10653123 Low Con 0.206 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration. Cry me a river.
Oh no the economy stopped growing because you stopped trucking in loaded bank accounts with no other consideration. Cry me a river.
Identity Attack0.0026823445
Insult0.04090862
Profanity0.015932998
Threat0.007314181
Severe Toxicity0.0018501282
Low Tox 0.10653123 Low Con 0.16 Humor_Satire
Feb 11, 2026 Canada's tighter immigration policy divides …
thank you for this video. if you want to come to canada and be a part of canada you are welcome. but if you want to come and turn it into the country you came …
thank you for this video. if you want to come to canada and be a part of canada you are welcome. but if you want to come and turn it into the country you came from you need to go back to that country.
Identity Attack0.056582913
Insult0.026058068
Profanity0.012722028
Threat0.007262398
Severe Toxicity0.002298355
Low Tox 0.10653123 Moderate Con 0.494 Identity_Assertion
Nov 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Why would you buy the "knife scanner" bit 😂. Batman couldnt have beat that out of me.
Identity Attack0.0037182847
Insult0.020321451
Profanity0.027410502
Threat0.03649433
Severe Toxicity0.003643036
Low Tox 0.10653123 Moderate Con 0.349 Humor_Satire
Jan 27, 2026 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.