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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: "Its in the millions not …" 526 comments · Page 19 of 22
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally …
When she says ‘they’ promised a better life, she’s talking about her immigration agent. Canada only ever issued her and millions like her a ‘temporary’ visa. I’m empathetic, I came with a temporary visa originally but I did not ‘invest’ anything into my life but the bare minimum until my status was permanent.
Identity Attack0.0071775843
Insult0.016632931
Profanity0.010826191
Threat0.006051969
Severe Toxicity0.0008535385
Low Tox 0.03192045 Constructive 0.668 Personal_Narrative
Feb 11, 2026 Canada's tighter immigration policy divides …
Vassey has a job to do but asking questions about how many false claims and how much they cost is irrelevant frankly. Whether it’s 10 of millions or 100 millions, it’s wrong and needs to …
Vassey has a job to do but asking questions about how many false claims and how much they cost is irrelevant frankly. Whether it’s 10 of millions or 100 millions, it’s wrong and needs to be fixed.
Identity Attack0.002034882
Insult0.01961243
Profanity0.010552917
Threat0.006589218
Severe Toxicity0.0007009506
Low Tox 0.03192045 Moderate Con 0.46 Policy_Critique
Feb 24, 2026 53 likes 'We do know that there's …
I think it would take over a million to be useful
I think it would take over a million to be useful
Identity Attack0.0065856185
Insult0.012680908
Profanity0.017436003
Threat0.00951496
Severe Toxicity0.0019836426
Low Tox 0.031684756 Low Con 0.233
Dec 29, 2025 Deportations From Canada at Their …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like …
With the price of homes it was expected a long time ago that crime would explode. Even people with jobs are having a hard time to get a home. And the really good jobs like pilot, surgeon, long shoreman. Are really hard to get. Its no wonder crime is up. If the government doesnt address the price of homes or help make it easier to become a Surgeon so that we can be able to own a home. Crime will continue to tick upwards pretty sure. 70s home in Vancouver 4 bedroom is 1.9 million unrenovated old carpet old fixtures etc on a tight lot can easily see into neighbors house since its so close.
Identity Attack0.0034962974
Insult0.017227544
Profanity0.012038844
Threat0.0071588317
Severe Toxicity0.0009965897
Low Tox 0.030506283 Constructive 0.654 Economic_Argument
Feb 25, 2026 Canadian immigration officers investigating hundreds …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for …
In the year 2000 Brampton was 325,000 people... you can thank Trudeau and Dominic Barton of McKinsey & Company and World Economic Forum infamy for the moderate increase to 800,000 as he's been lobbying for this through the Century Initiative and plans to increase Canada's population to 100 million through immigration only by 2100.
Identity Attack0.0056236745
Insult0.016708933
Profanity0.010177165
Threat0.0060098954
Severe Toxicity0.0008678436
Low Tox 0.029799197 Constructive 0.528 Unverified_Claim
Dec 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i have a strong suspicion the deportees surrendered willingly. it's the ones who don't show up that are of very high concern. there are 4.7 million expired visas where ppl have never kept their promise.
i have a strong suspicion the deportees surrendered willingly. it's the ones who don't show up that are of very high concern. there are 4.7 million expired visas where ppl have never kept their promise.
Identity Attack0.011691323
Insult0.012148905
Profanity0.010023449
Threat0.006427396
Severe Toxicity0.00081539154
Low Tox 0.02968135 Constructive 0.568
Dec 24, 2025 74 likes Deportations From Canada at Their …
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
How about cuts in temporary foreign workers? How about making sure the 3.5 million on temporary visas are getting out?
Identity Attack0.016762028
Insult0.010400894
Profanity0.010518758
Threat0.0076119336
Severe Toxicity0.0010871887
Low Tox 0.029563503 Moderate Con 0.331 Policy_Critique
Jan 15, 2026 Canada’s new rules in 2026
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
But canadian govt wants 100 million... They gonna sign free trade agreements with india soon
Identity Attack0.016460562
Insult0.012376905
Profanity0.010911589
Threat0.006440342
Severe Toxicity0.0010204315
Low Tox 0.02920996 Low Con 0.159
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Restore Canada. Millions have come, so Millions will go
Restore Canada. Millions have come, so Millions will go
Identity Attack0.010507392
Insult0.011654901
Profanity0.010194245
Threat0.0073789097
Severe Toxicity0.0012397766
Low Tox 0.028620722 Moderate Con 0.359 Identity_Assertion
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would …
Canada has welcomed criminals and members of terr0r organizations in the last 10 years, even has paid millions of $$$ to them. So, any normal country that cares for the wellbeing of their citizens would want to protect its borders from those “Canadians”
Identity Attack0.008588185
Insult0.007371856
Profanity0.000062916915
Threat0.00027536758
Severe Toxicity0.000004110165
Low Tox 0.027917115 Unverified_Claim
Dec 9, 2025
18,000 doesnt seem much, but cost Canada 70+ Million, that a bad ratio!!
18,000 doesnt seem much, but cost Canada 70+ Million, that a bad ratio!!
Identity Attack0.0032188136
Insult0.014238917
Profanity0.010296722
Threat0.006375613
Severe Toxicity0.00077724457
Low Tox 0.027442247 Moderate Con 0.368 Economic_Argument
Dec 26, 2025 Deportations From Canada at Their …
Untill it's millions,the government isn't doing it's job
Untill it's millions,the government isn't doing it's job
Identity Attack0.005956655
Insult0.011730902
Profanity0.011082385
Threat0.00713294
Severe Toxicity0.0008201599
Low Tox 0.027206551 Low Con 0.195
Dec 23, 2025 7 likes Deportations From Canada at Their …
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
380 million dollars that could have been given out to Canadians as disability cheques to sit and comment on here.
Identity Attack0.008324518
Insult0.013706914
Profanity0.009784333
Threat0.0061878995
Severe Toxicity0.00091552734
Low Tox 0.02638162 Moderate Con 0.332 Economic_Argument
Dec 24, 2025 Deportations From Canada at Their …
Not even close to enough. Im telling you since 2019 more than 2 million a year came here. Theres nearly a million refugee claims a year from India alone.
Not even close to enough. Im telling you since 2019 more than 2 million a year came here. Theres nearly a million refugee claims a year from India alone.
Identity Attack0.015154205
Insult0.00971689
Profanity0.011646013
Threat0.006530962
Severe Toxicity0.00084400177
Low Tox 0.026145924 Moderate Con 0.435
Dec 28, 2025 Deportations From Canada at Their …
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Why does a country of 55 million (already significant immigration population) need diversity from a country of 1.4 billion?
Identity Attack0.012541492
Insult0.009545889
Profanity0.010228404
Threat0.0059807673
Severe Toxicity0.0008869171
Low Tox 0.026028076 Low Con 0.218 Policy_Critique
Jan 27, 2026 25 likes Inside Canada's Indian Invasion...
CANADA❤IS D 2ND LARGEST COUNTRY LAND WISE. POPULATION SHOULD BE AT LEAST 😮400 MILLIONS
CANADA❤IS D 2ND LARGEST COUNTRY LAND WISE. POPULATION SHOULD BE AT LEAST 😮400 MILLIONS
Identity Attack0.01274247
Insult0.010438894
Profanity0.011577694
Threat0.0068028234
Severe Toxicity0.0015449524
Low Tox 0.025910228 Low Con 0.248
Sep 15, 2025 Why Canadians Are Turning Against …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these …
It's a correction for allowing too many claimants entering Canada with applications on shaky grounds. Glad it will save us 100s of millions offloading them from the support systems everyday Canadians actually need in these times.
Identity Attack0.008509507
Insult0.01306091
Profanity0.00993805
Threat0.0073918556
Severe Toxicity0.00096321106
Low Tox 0.025792383 Constructive 0.601
Dec 24, 2025 Deportations From Canada at Their …
Tell us how many millions were spent to bring all the engimineers to our shores.
Tell us how many millions were spent to bring all the engimineers to our shores.
Identity Attack0.0030708222
Insult0.011882903
Profanity0.011082385
Threat0.007573096
Severe Toxicity0.0009393692
Low Tox 0.025203144 Low Con 0.221 Question
Dec 25, 2025 Deportations From Canada at Their …
Theres already 5 or 6 million with expired paperwork
Theres already 5 or 6 million with expired paperwork
Identity Attack0.0050317086
Insult0.011578901
Profanity0.013166099
Threat0.007301235
Severe Toxicity0.001001358
Low Tox 0.024613906 Low Con 0.218 Unverified_Claim
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
A million foreign students a year...
A million foreign students a year...
Identity Attack0.015053716
Insult0.008975885
Profanity0.011099464
Threat0.0062396824
Severe Toxicity0.00094890594
Low Tox 0.024142517 Low Con 0.279 Policy_Critique
Feb 18, 2026 270 likes Canadian immigration officers investigating hundreds …
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
Identity Attack0.006770608
Insult0.011046898
Profanity0.01128734
Threat0.0065697995
Severe Toxicity0.0010251999
Low Tox 0.024142517 Moderate Con 0.313
Sep 27, 2025 396 likes IRCC Names India in Study …
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Everything has gone down the drain. Firstly, millions got in 2023 and now with their permits expiring. Not all would leave voluntarily.
Identity Attack0.0034038029
Insult0.012110904
Profanity0.0113385795
Threat0.006576272
Severe Toxicity0.0008201599
Low Tox 0.02402467 Moderate Con 0.326 Fear_Threat
Jan 19, 2026 22 likes Why Canada’s immigration system has …
It is too little. There are almost 5 million more with expired visas to go
It is too little. There are almost 5 million more with expired visas to go
Identity Attack0.00673361
Insult0.010590895
Profanity0.011816809
Threat0.00675104
Severe Toxicity0.0008583069
Low Tox 0.023788974 Moderate Con 0.327
Dec 23, 2025 87 likes Deportations From Canada at Their …
Perhaps this can be linked to 3 million or more victims of identity theft in Canada.
Perhaps this can be linked to 3 million or more victims of identity theft in Canada.
Identity Attack0.00621564
Insult0.010894896
Profanity0.009280485
Threat0.0072365063
Severe Toxicity0.0008249283
Low Tox 0.023553278 Moderate Con 0.345
Sep 30, 2025 IRCC Names India in Study …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the …
I just saw that Tyler has 8.8 million subs...I subbed a long time ago, but was shocked to see how many he has now, so I looked it up -- as of Feb 15th, the total was 3.7 million. You mean to tell me that 5.1 MILLION people subbed in the last 6 days?!
Identity Attack0.0048097214
Insult0.00971689
Profanity0.016957775
Threat0.007741391
Severe Toxicity0.0014305115
Low Tox 0.02343543 Constructive 0.598 Meta_Commentary
Feb 22, 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.