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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 1029 of 1230
Do fremont california!!!!
Do fremont california!!!!
Identity Attack0.008102531
Insult0.015036922
Profanity0.014634945
Threat0.0076766624
Severe Toxicity0.0020122528
Low Tox 0.031331215 Moderate Con 0.382 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
I know where they are hiding, Tim Hortons Canada! Now they are no longer missing!
Identity Attack0.007547563
Insult0.015340924
Profanity0.010262563
Threat0.0071070488
Severe Toxicity0.0011873245
Low Tox 0.031331215 Moderate Con 0.368 Humor_Satire
Sep 30, 2025 IRCC Names India in Study …
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...
They are finally waking up!
They are finally waking up!
Identity Attack0.0040327664
Insult0.0140109155
Profanity0.01535229
Threat0.00899713
Severe Toxicity0.0015163422
Low Tox 0.031331215 Moderate Con 0.347 Call_To_Action
Feb 19, 2026 Canadian immigration officers investigating hundreds …
This is what they planned
This is what they planned
Identity Attack0.0046247323
Insult0.010552894
Profanity0.017436003
Threat0.00933372
Severe Toxicity0.0018405914
Low Tox 0.031331215 Moderate Con 0.332 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Rapidly becoming my favorite YouTuber!!!
Rapidly becoming my favorite YouTuber!!!
Identity Attack0.008583503
Insult0.0114269
Profanity0.024199532
Threat0.011275585
Severe Toxicity0.0032043457
Low Tox 0.031213367 Moderate Con 0.397 Meta_Commentary
Jan 27, 2026 1 likes 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...
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased …
Yeah, the majority here in Ontario are happy that the government is getting it under control, and unfortunately, the method is not fair. The missing parts of the report are: 1) the government has increased the number of permanent residency spots to convert temporary residents, but the increase is not proportionate. 2) The reason why we had an increase in temporary residents was because corporations (like Tim Horton's) lobbied the government to let in more temporary workers whom they can underpay and exploit, as the employees don't have as many rights. So now it is not surprising that they are lobbying against the changes.
Identity Attack0.0042917514
Insult0.018516673
Profanity0.01220964
Threat0.0063238298
Severe Toxicity0.0010061264
Low Tox 0.031213367 Constructive 0.778 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Wow hide cuts for the middle class eh. I can afford one more week of food.
Wow hide cuts for the middle class eh. I can afford one more week of food.
Identity Attack0.00466173
Insult0.013554913
Profanity0.012004685
Threat0.006440342
Severe Toxicity0.0009822845
Low Tox 0.031213367 Moderate Con 0.303 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
did he just say ...... its cheap????????? WHAT
did he just say ...... its cheap????????? WHAT
Identity Attack0.001572409
Insult0.013250912
Profanity0.015386449
Threat0.0059904763
Severe Toxicity0.0010490417
Low Tox 0.031213367 Low Con 0.26 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
14:13
14:13
Identity Attack0.0065856185
Insult0.010818896
Profanity0.022218296
Threat0.010628296
Severe Toxicity0.0026512146
Low Tox 0.031213367 Low Con 0.273
Feb 23, 2026 Inside Canada's Indian Invasion...
Welcome back, king
Welcome back, king
Identity Attack0.006622616
Insult0.013516913
Profanity0.021740068
Threat0.009747985
Severe Toxicity0.0021839142
Low Tox 0.031213367 Moderate Con 0.421 Solidarity
Feb 3, 2026 8 likes Inside Canada's Indian Invasion...
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
All they do is tell u stuff you already know and do nothing about it. While spending tax money the whole time
Identity Attack0.0016834025
Insult0.017356457
Profanity0.012038844
Threat0.006097279
Severe Toxicity0.00071048737
Low Tox 0.031213367 Low Con 0.155 Policy_Critique
Feb 18, 2026 8 likes Canadian immigration officers investigating hundreds …
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist …
I had a 10 month wait before I could even get an appointment with a specialist for a WCB claim injury. Then my WCB case handler rejected my claim arbitrarily. I finally got my specialist to see me decided that I needed an MRI and I finally have a surgery for a torn medial meniscus. When I finally get the surgery I will have been off of work for a year with no compensation or treatment! A symptom of an overwhelmed population boom!
Identity Attack0.003089321
Insult0.015340924
Profanity0.011646013
Threat0.0070164283
Severe Toxicity0.0011062622
Low Tox 0.031213367 Constructive 0.672 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
The last 10 years have been pretty rough
The last 10 years have been pretty rough
Identity Attack0.005364689
Insult0.012680908
Profanity0.018187506
Threat0.0076119336
Severe Toxicity0.0013160706
Low Tox 0.031213367 Moderate Con 0.317
Jan 20, 2026 4 likes Why Canada’s immigration system has …
Retirement is immensely suggested asap.
Retirement is immensely suggested asap.
Identity Attack0.00310782
Insult0.012072904
Profanity0.012243799
Threat0.008634649
Severe Toxicity0.0013446808
Low Tox 0.031213367 Low Con 0.281 Call_To_Action
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
There never was a clear path to permanent residency, hence the term "temporary foreign worker" and "international student program." Permanent residency was simply something these immigrant classes hoped for but were never promised. Quebec saw …
There never was a clear path to permanent residency, hence the term "temporary foreign worker" and "international student program." Permanent residency was simply something these immigrant classes hoped for but were never promised. Quebec saw that these programs were being abused as backdoor efforts to gain permanent residency and have shut tte loopholes. The Canadisn Government should follow suit.
Identity Attack0.013546381
Insult0.014504919
Profanity0.010365041
Threat0.0063885585
Severe Toxicity0.0009059906
Low Tox 0.031213367 Constructive 0.599
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Were you able to redeem
Were you able to redeem
Identity Attack0.0035147965
Insult0.012984909
Profanity0.018802373
Threat0.008440462
Severe Toxicity0.00166893
Low Tox 0.031213367 Moderate Con 0.347
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
11:00 speaking of bad driving, that grey SUV did a left turn when the sign clearly says no left turns.
11:00 speaking of bad driving, that grey SUV did a left turn when the sign clearly says no left turns.
Identity Attack0.0032373124
Insult0.015796926
Profanity0.0108774295
Threat0.0066215824
Severe Toxicity0.0009965897
Low Tox 0.031213367 Moderate Con 0.366 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I like sneek peek into Indian culture in Canada. I´m always interested in difrent cultures, so this one is up my alley.
I like sneek peek into Indian culture in Canada. I´m always interested in difrent cultures, so this one is up my alley.
Identity Attack0.023595277
Insult0.0114649
Profanity0.016411226
Threat0.007262398
Severe Toxicity0.0015830994
Low Tox 0.031213367 Constructive 0.516
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Poilievre will only win if he runs a campaign on fixing the immigration system.
Poilievre will only win if he runs a campaign on fixing the immigration system.
Identity Attack0.010951365
Insult0.011578901
Profanity0.0108774295
Threat0.007301235
Severe Toxicity0.00093460083
Low Tox 0.031213367 Low Con 0.201 Call_To_Action
Feb 19, 2026 3 likes LILLEY UNLEASHED: The fall of …
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
If you want to move to another country fine, but please don’t turn that new country into what you just moved from. I mean, didn’t you move to escape that environment in the first place?
Identity Attack0.00932346
Insult0.012604907
Profanity0.011697251
Threat0.006550381
Severe Toxicity0.0009012222
Low Tox 0.031213367 Constructive 0.512 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Guess Europe is calling them back ?
Guess Europe is calling them back ?
Identity Attack0.010803374
Insult0.010666896
Profanity0.014942379
Threat0.009048914
Severe Toxicity0.0015830994
Low Tox 0.031213367 Low Con 0.203 Comparative_Framing
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler we lowkey need you in minnesota rn
Tyler we lowkey need you in minnesota rn
Identity Attack0.0058086636
Insult0.014884921
Profanity0.022149978
Threat0.0079873605
Severe Toxicity0.002002716
Low Tox 0.031213367 Low Con 0.295
Jan 27, 2026 37 likes Inside Canada's Indian Invasion...
Why there is not russian translation
Why there is not russian translation
Identity Attack0.013847848
Insult0.0105148945
Profanity0.019280603
Threat0.008272167
Severe Toxicity0.001783371
Low Tox 0.031213367 Low Con 0.223 Question
Feb 3, 2026 1 likes 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.