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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

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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

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Active: "Did you allow me to …" 572 comments · Page 23 of 23
Tyler no need to wonder why the government allows this .... look at who's holding PM right now. That's ur answer
Tyler no need to wonder why the government allows this .... look at who's holding PM right now. That's ur answer
Identity Attack0.001692652
Insult0.011274899
Profanity0.010501678
Threat0.0064468146
Severe Toxicity0.000667572
Low Tox 0.018723432 Low Con 0.234 Identity_Assertion
Feb 20, 2026 Inside Canada's Indian Invasion...
When the government and the population allow this to happen there’s no other excuse.
When the government and the population allow this to happen there’s no other excuse.
Identity Attack0.002330865
Insult0.009051885
Profanity0.010074687
Threat0.0068999166
Severe Toxicity0.0007534027
Low Tox 0.01859777 Low Con 0.132
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
canadians should focus on the jail adn bail laws allowing crimes happen in canada
canadians should focus on the jail adn bail laws allowing crimes happen in canada
Identity Attack0.010415502
Insult0.0019468118
Profanity0.000048686343
Threat0.00056124787
Severe Toxicity0.000004771392
Low Tox 0.01815275
Dec 7, 2025 4 likes
They allow it because it is a part of great replacement operation
They allow it because it is a part of great replacement operation
Identity Attack0.0038477771
Insult0.008405882
Profanity0.014805742
Threat0.007637825
Severe Toxicity0.0012207031
Low Tox 0.017969469 Low Con 0.228 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
these governments allow it to happen because these are the type of people they can and will pay less for the same amount of work.
Identity Attack0.003607291
Insult0.00971689
Profanity0.011236101
Threat0.006375613
Severe Toxicity0.00066280365
Low Tox 0.017843807 Low Con 0.21 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
Identity Attack0.003884775
Insult0.009431887
Profanity0.010535837
Threat0.0061296434
Severe Toxicity0.000705719
Low Tox 0.016838523 Low Con 0.264 Policy_Critique
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Why is this allowed?
Why is this allowed?
Identity Attack0.0032373124
Insult0.0076838774
Profanity0.013200258
Threat0.007301235
Severe Toxicity0.0011396408
Low Tox 0.016712861 Low Con 0.249 Question
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could send for us plus he was told he had to buy a house
Identity Attack0.006992595
Insult0.00821588
Profanity0.01173141
Threat0.006440342
Severe Toxicity0.00081539154
Low Tox 0.01646154 Constructive 0.526 Personal_Narrative
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
3 years in Canada, on a PR, needs to use google translate to speak English. Why is this allowed?
Identity Attack0.0073625734
Insult0.0084818825
Profanity0.010074687
Threat0.006194372
Severe Toxicity0.00068187714
Low Tox 0.015519086 Moderate Con 0.365 Policy_Critique
Jan 27, 2026 998 likes Inside Canada's Indian Invasion...
FInally, thank God we are doing the right thing it has been goign on for years. Thank you to whoever had courage to allow this ❤🫡🇨🇦
FInally, thank God we are doing the right thing it has been goign on for years. Thank you to whoever had courage to allow this ❤🫡🇨🇦
Identity Attack0.0040512653
Insult0.007930879
Profanity0.014088398
Threat0.007340072
Severe Toxicity0.0012302399
Low Tox 0.015393426 Constructive 0.541 Solidarity
Nov 10, 2025 IRCC Names India in Study …
Why can't they take responsibility for allowing students to enter Canada ? Why didn't they do proper checks while issuing visa? Students entered only with visa approval. Why visa officers not doing their duty ?
Why can't they take responsibility for allowing students to enter Canada ? Why didn't they do proper checks while issuing visa? Students entered only with visa approval. Why visa officers not doing their duty ?
Identity Attack0.0046247323
Insult0.008747884
Profanity0.009417122
Threat0.006097279
Severe Toxicity0.00062942505
Low Tox 0.01438814 Moderate Con 0.333
Sep 29, 2025 IRCC Names India in Study …
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working …
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working 5 days a week
Identity Attack0.0023401144
Insult0.009184887
Profanity0.010040528
Threat0.005945166
Severe Toxicity0.0005030632
Low Tox 0.01438814 Moderate Con 0.49 Policy_Critique
Nov 1, 2025 IRCC Names India in Study …
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, …
I waited 3 months for a CT scan. Now I have to wait another two months for a biopsy. I would be happy to pay for faster service but even if I want to pay, the government will not allow me. This is not healthcare, this is the rationing of healthcare.
Identity Attack0.001933138
Insult0.008405882
Profanity0.010006369
Threat0.006265574
Severe Toxicity0.00059843063
Low Tox 0.014136819 Constructive 0.554 Personal_Narrative
Feb 24, 2026 21 likes 'We do know that there's …
One other point not mentioned that will put strain on health care and all resources is Bill C- 3 allowing children born or adopted abroad to Canadian parents to acquire citizenship .
One other point not mentioned that will put strain on health care and all resources is Bill C- 3 allowing children born or adopted abroad to Canadian parents to acquire citizenship .
Identity Attack0.006363631
Insult0.00810188
Profanity0.00904991
Threat0.0061425893
Severe Toxicity0.0006341934
Low Tox 0.013948329 Moderate Con 0.397 Policy_Critique
Feb 24, 2026 3 likes 'We do know that there's …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe …
In regards to the job issue, I wonder if allowing only a certain number of a certain demographic to be hired as opposes to giving majority of the jobs to that one demographic? Or maybe removing the wage subsidies? Is canada even in a financial position to be subsidizing wages? I don’t know if that would help….. just a thought.
Identity Attack0.003644289
Insult0.0075698765
Profanity0.009109689
Threat0.006149062
Severe Toxicity0.000538826
Low Tox 0.010555492 Moderate Con 0.427 Question
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Federal government needs stop transfer payments until Quebec allows pipeline.
Federal government needs stop transfer payments until Quebec allows pipeline.
Identity Attack0.0018868907
Insult0.0072848746
Profanity0.00905845
Threat0.0061296434
Severe Toxicity0.00047445297
Low Tox 0.008984734 Low Con 0.175
Nov 21, 2025 Quebec Ends Economic Immigration Program …
Stop allowing foreign students to come in the back door thru universities .
Stop allowing foreign students to come in the back door thru universities .
Identity Attack0.0019720504
Insult0.0008554962
Profanity0.00002580362
Threat0.00020324628
Severe Toxicity0.0000030421388
Low Tox 0.004656655 Policy_Critique
Apr 19, 2025
They should totally close the immigration for allowing those applications overseas.
They should totally close the immigration for allowing those applications overseas.
Identity Attack0.00017071742
Insult0.0001908816
Profanity0.000014361178
Threat0.00005304133
Severe Toxicity0.000002226937
Low Tox 0.00072876364 Policy_Critique
Apr 15, 2025 33 likes
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first …
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first place: to receive votes! That is the only reason!
Identity Attack0.00005422138
Insult0.00018341397
Profanity0.000019666739
Threat0.000021658203
Severe Toxicity0.000002216555
Low Tox 0.00042902053
Aug 11, 2025
Their immigration policy affects those that did not actually become citizens but chose to live their with the benefits allowed under old rules.
Their immigration policy affects those that did not actually become citizens but chose to live their with the benefits allowed under old rules.
Identity Attack0.00007043143
Insult0.00013858802
Profanity0.000014621382
Threat0.000018208415
Severe Toxicity0.000002354967
Low Tox 0.00033603708
Apr 14, 2025 27 likes
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only …
At 3:03 - If the government wants to mitigate the rise of housing prices, they should ban the purchase of real estate by foreigners.. like other countries do. Allowing them to buy houses, etc, only helps to drive up demand and prices.
Identity Attack0.000068370755
Insult0.00012784888
Profanity0.000017180379
Threat0.000020163468
Severe Toxicity0.0000028917084
Low Tox 0.00029893842
Apr 14, 2025 58 likes
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the …
Heightened scrutiny undermines Canada's reputation as a welcoming destination? Isn't this the point? Meanwhile, lax policies allow too much abuse of our "wecoming" system. Finally, with the US tightening their borders, Canada will be the desired destination for North America, and our policies must prepare for this likely outcome. One last point is this: i would rather this country take care of the first nations peoples, the dispossessed, those marginalized within our society and our elderly who've contributed to this country's growth and prosperity but, due to one or another reason, dont have workplace pensions for retirement. Once we've sorted out our own peoples, seen properly to the needs of those who were actually born here, ensured our hospitals and schools are well funded, then we can look to service the needs of a migrant population.
Identity Attack0.000051619318
Insult0.000120263016
Profanity0.000018316585
Threat0.000020267227
Severe Toxicity0.000003076367
Low Tox 0.00027410034
Apr 23, 2025

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.