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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "GET THEM ALL OUT NOW …" 2,660 comments · Page 103 of 107
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …
To speak truthfully they are not spending their life's savings to get here they're spending our grandparents life savings to get here!
To speak truthfully they are not spending their life's savings to get here they're spending our grandparents life savings to get here!
Identity Attack0.0051797
Insult0.009108886
Profanity0.010467518
Threat0.006162008
Severe Toxicity0.00082969666
Low Tox 0.018095128 Moderate Con 0.498 Economic_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
So what happens to the people that get all of these services and they feel it is an entitlement until their last child turns 18. I thought government assistance is to get you on your …
So what happens to the people that get all of these services and they feel it is an entitlement until their last child turns 18. I thought government assistance is to get you on your feet, not support you until your last child is no longer eligible for services.
Identity Attack0.0022198714
Insult0.008937885
Profanity0.0103992
Threat0.0071717775
Severe Toxicity0.00064849854
Low Tox 0.017718147 Constructive 0.514
Jun 5, 2019 1 likes How much do refugees and …
If we practice these questions, Our test , will go well ,and we will get 2o out of 20 marks
If we practice these questions, Our test , will go well ,and we will get 2o out of 20 marks
Identity Attack0.00466173
Insult0.00817788
Profanity0.015079016
Threat0.008556974
Severe Toxicity0.001373291
Low Tox 0.017718147 Moderate Con 0.402
Sep 24, 2025 3 likes Canadian Citizenship Test 2025 – …
How do they get the visa????
How do they get the visa????
Identity Attack0.0046247323
Insult0.007949878
Profanity0.012312118
Threat0.006848133
Severe Toxicity0.00091552734
Low Tox 0.017592486 Low Con 0.268 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Thy get 2400$ a month n 400 $ per child a month free housing😢 n taxpayers paying
Thy get 2400$ a month n 400 $ per child a month free housing😢 n taxpayers paying
Identity Attack0.0021828737
Insult0.010248893
Profanity0.010040528
Threat0.0059937127
Severe Toxicity0.0007343292
Low Tox 0.017466826 Moderate Con 0.405
Nov 21, 2025 17 likes Thousands of refugees allowed into …
40 yrs ago, when you let other car pass, usually you would get a wave thanks, not anymore
40 yrs ago, when you let other car pass, usually you would get a wave thanks, not anymore
Identity Attack0.0016834025
Insult0.008880884
Profanity0.011082385
Threat0.00704232
Severe Toxicity0.000834465
Low Tox 0.017341165 Moderate Con 0.411
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
Maybe they should get the money from Trudeau And Jagmeet Sing
Maybe they should get the money from Trudeau And Jagmeet Sing
Identity Attack0.0023678627
Insult0.0113509
Profanity0.010296722
Threat0.006485652
Severe Toxicity0.0007534027
Low Tox 0.017089844 Low Con 0.183
Dec 24, 2025 Deportations From Canada at Their …
Can I get the soft copy of the questions?
Can I get the soft copy of the questions?
Identity Attack0.0035147965
Insult0.008310881
Profanity0.014942379
Threat0.008362788
Severe Toxicity0.001168251
Low Tox 0.017089844 Moderate Con 0.344 Question
Feb 26, 2026 Canadian Citizenship Test 2025 – …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care …
In my opinion it makes no sense that the government does not know where all these people that are missing that are to leave, if they are getting money from tax payers or health care they have to know where they are to receive any of these benefits
Identity Attack0.0032743104
Insult0.00983089
Profanity0.010689554
Threat0.006058442
Severe Toxicity0.00061511993
Low Tox 0.016964182 Moderate Con 0.423 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this situation.
Identity Attack0.0044767405
Insult0.009868891
Profanity0.009408582
Threat0.006712203
Severe Toxicity0.00067710876
Low Tox 0.016964182 Constructive 0.512
Oct 12, 2025 IRCC Names India in Study …
How easy is it to get an licences in that place.
How easy is it to get an licences in that place.
Identity Attack0.002090379
Insult0.008823884
Profanity0.011184863
Threat0.0072365063
Severe Toxicity0.0007724762
Low Tox 0.016838523 Low Con 0.241 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
This is Great News .Now lets get those numbers even higher!
This is Great News .Now lets get those numbers even higher!
Identity Attack0.0030153254
Insult0.008310881
Profanity0.012687869
Threat0.008052089
Severe Toxicity0.0013446808
Low Tox 0.016838523 Moderate Con 0.431 Solidarity
Dec 28, 2025 Deportations From Canada at Their …
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)
It took me 7 years to get a PR
It took me 7 years to get a PR
Identity Attack0.0034962974
Insult0.008690883
Profanity0.015386449
Threat0.007547205
Severe Toxicity0.0010919571
Low Tox 0.016587202 Moderate Con 0.316 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau needed to be in the government. The only way to do that was to get support from Jagmeet. And that meant helping Jagmeet win, which needed the import of Jagmeet's voters! And the results …
Trudeau needed to be in the government. The only way to do that was to get support from Jagmeet. And that meant helping Jagmeet win, which needed the import of Jagmeet's voters! And the results are there for everyone to see!
Identity Attack0.0024973555
Insult0.011236899
Profanity0.010228404
Threat0.006155535
Severe Toxicity0.0006246567
Low Tox 0.01646154 Constructive 0.561 Policy_Critique
Feb 16, 2026 1 likes Why Canadians Are Turning Against …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive …
I know of several that are in my city (in Alberta) that are here on BC study visas, trying to get Alberta drivers licenses. Ummm why would they be you think? Seems a long drive to Vancouver from a small city in Alberta
Identity Attack0.0040142676
Insult0.009944891
Profanity0.010108846
Threat0.0062526283
Severe Toxicity0.0006580353
Low Tox 0.01633588 Constructive 0.515 Unverified_Claim
Oct 3, 2025 IRCC Names India in Study …
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
My supervisor has over stayed her work visa by almost a year. Says because she applied for an extension she won't get deported even though that extension won't likely be approved for another year.
Identity Attack0.004439743
Insult0.007816878
Profanity0.010689554
Threat0.0069516995
Severe Toxicity0.00066280365
Low Tox 0.01608456 Constructive 0.688 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the …
Well once you get this all figured out let us know, that way we can start using the local drive thru's, might finally be able to understand the person on the other side of the speaker!!!!
Identity Attack0.0019146391
Insult0.009279887
Profanity0.011423977
Threat0.0068416605
Severe Toxicity0.00079631805
Low Tox 0.01608456 Constructive 0.608 Humor_Satire
Dec 24, 2025 2 likes Deportations From Canada at Their …
How does he record in the house without getting caught tho you’d think these places have cameras ?
How does he record in the house without getting caught tho you’d think these places have cameras ?
Identity Attack0.0018683918
Insult0.008025879
Profanity0.011509376
Threat0.0077672824
Severe Toxicity0.0008010864
Low Tox 0.016021729 Low Con 0.214 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Time to get rid of the income tax entirely, it was a temporary measure to fund World War 1 and that ended 106 years ago.
Identity Attack0.0017666477
Insult0.007968879
Profanity0.010330882
Threat0.0073918556
Severe Toxicity0.0007343292
Low Tox 0.016021729 Moderate Con 0.437 Policy_Critique
Jan 11, 2026 Canada’s new rules in 2026
Note; even if denied status, and with a removal order, if a failed claimant shows up at emerg, they get looked after. The health system isn't alerted.
Note; even if denied status, and with a removal order, if a failed claimant shows up at emerg, they get looked after. The health system isn't alerted.
Identity Attack0.001812895
Insult0.009507888
Profanity0.009647697
Threat0.0068028234
Severe Toxicity0.00059843063
Low Tox 0.015958898 Constructive 0.566
Nov 21, 2025 2 likes Thousands of refugees allowed into …
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
We pay huge taxes so these people get a free ride. I'll take a 5 year expenses and benefits paid vacation please.
Identity Attack0.0027378413
Insult0.009545889
Profanity0.010211324
Threat0.006440342
Severe Toxicity0.00079631805
Low Tox 0.015833238 Moderate Con 0.489
Dec 27, 2025 1 likes Deportations From Canada at Their …
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Thank you for reporting on this. We are tired. I miss my beautiful country. Hopefully we can have our old Canada back one day, when the right person finally gets elected.
Identity Attack0.004846719
Insult0.0092228865
Profanity0.009493981
Threat0.0067898775
Severe Toxicity0.0007534027
Low Tox 0.015707577 Constructive 0.606 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Does this mean I might get a job at Tim Hortons
Does this mean I might get a job at Tim Hortons
Identity Attack0.003089321
Insult0.008690883
Profanity0.014122557
Threat0.0070164283
Severe Toxicity0.00094890594
Low Tox 0.015581916 Moderate Con 0.376 Humor_Satire
Jan 16, 2026 2.9 million Canadian temporary visas …

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.