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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: "What is the difference between …" 421 comments · Page 17 of 17
That's not true, as a Canadian citizen i didn't see the difference on immigration.
That's not true, as a Canadian citizen i didn't see the difference on immigration.
Identity Attack0.013144426
Insult0.009507888
Profanity0.0098868115
Threat0.0057639256
Severe Toxicity0.00068187714
Low Tox 0.02343543 Constructive 0.579 Personal_Narrative
Dec 25, 2025 Deportations From Canada at Their …
I just give exam yesterday but question is all different can share me same question is it possible?
I just give exam yesterday but question is all different can share me same question is it possible?
Identity Attack0.004994711
Insult0.009051885
Profanity0.017914234
Threat0.008764107
Severe Toxicity0.0015640259
Low Tox 0.022964042 Moderate Con 0.493
Jan 7, 2026 Canadian Citizenship Test 2025 – …
Punjab and india are not different india is Punjab and Punjab is india🇮🇳🇮🇳🇮🇳🇮🇳
Punjab and india are not different india is Punjab and Punjab is india🇮🇳🇮🇳🇮🇳🇮🇳
Identity Attack0.014249804
Insult0.0113509
Profanity0.015488927
Threat0.007573096
Severe Toxicity0.0020694733
Low Tox 0.022610499 Moderate Con 0.319 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they …
Canada government has to frequently check all businesses owned by people who came to Canada and are Canadians by naturalization. Because, when they hire employees they hire their people no other people and if they hire outside their community they hire one or may be two. That is it. So businesses in canada have to be checked if the employees are from different country of orgin.
Identity Attack0.012441003
Insult0.009469888
Profanity0.00950252
Threat0.0059548756
Severe Toxicity0.0007009506
Low Tox 0.02048268 Moderate Con 0.375 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
It does not come in the same form of questions,but in another way I did a study from the video,but the questions came in a different way from the video completely.
Identity Attack0.0060676485
Insult0.009013886
Profanity0.017914234
Threat0.008531082
Severe Toxicity0.0014877319
Low Tox 0.02035702 Constructive 0.535 Meta_Commentary
Dec 30, 2025 1 likes Canadian Citizenship Test 2025 – …
At least we're doing precise targets. Not everyone who looks different. 😊
At least we're doing precise targets. Not everyone who looks different. 😊
Identity Attack0.0040327664
Insult0.010666896
Profanity0.010655395
Threat0.0065956907
Severe Toxicity0.0007247925
Low Tox 0.020231359 Moderate Con 0.457 Moral_Argument
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such as law enforcement. Each city town and borough has that information. Had the rolls been reversed you would not have faired any better. Not make a major public statement? Yes you did.
Identity Attack0.0014244175
Insult0.013174911
Profanity0.010006369
Threat0.0059678215
Severe Toxicity0.00059843063
Low Tox 0.0201057 Constructive 0.671
Sep 29, 2025 IRCC Names India in Study …
Being a citizen of Canada and 'Canadian' are two very different things.
Being a citizen of Canada and 'Canadian' are two very different things.
Identity Attack0.012139536
Insult0.009051885
Profanity0.010125926
Threat0.005877201
Severe Toxicity0.00079631805
Low Tox 0.019351736 Moderate Con 0.384 Identity_Assertion
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No one from the surrounding cities in the GTA want to step foot in Brampton. May as well be a different country.
No one from the surrounding cities in the GTA want to step foot in Brampton. May as well be a different country.
Identity Attack0.00621564
Insult0.010058892
Profanity0.010125926
Threat0.0064015044
Severe Toxicity0.0007247925
Low Tox 0.019100413 Moderate Con 0.352
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thank you Michelle Remple (sorry if I'm misspelling your name )for some reason It sound different if I say it
Thank you Michelle Remple (sorry if I'm misspelling your name )for some reason It sound different if I say it
Identity Attack0.0045137387
Insult0.009678889
Profanity0.013883443
Threat0.007262398
Severe Toxicity0.0012969971
Low Tox 0.019100413 Constructive 0.515
Oct 19, 2025 IRCC Names India in Study …
My eyes tell a different story
My eyes tell a different story
Identity Attack0.004680229
Insult0.008348881
Profanity0.015113175
Threat0.007689608
Severe Toxicity0.0011587143
Low Tox 0.018095128 Moderate Con 0.384
Dec 24, 2025 33 likes Deportations From Canada at Their …
I now passed 18/20. I've used many different sources. This was the BEST. 99% of questions came from here. MUCH THANKS!!!😊
I now passed 18/20. I've used many different sources. This was the BEST. 99% of questions came from here. MUCH THANKS!!!😊
Identity Attack0.0042917514
Insult0.009279887
Profanity0.01579636
Threat0.007754337
Severe Toxicity0.0014686584
Low Tox 0.018095128 Constructive 0.646 Personal_Narrative
Jun 2, 2025 3 likes Canadian Citizenship Test 2025 – …
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
THANK YOU FOR COVERING THIS! I am canadian born 99 in brampton, I have lived in many cities in Ontario but brampton is on a different level
Identity Attack0.0068446035
Insult0.00975489
Profanity0.010621235
Threat0.0061231707
Severe Toxicity0.00081539154
Low Tox 0.01633588 Constructive 0.636 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Trudeau's administration was not following our regulations, criteria and laws. The difference now is that authorities are doing their job.
Trudeau's administration was not following our regulations, criteria and laws. The difference now is that authorities are doing their job.
Identity Attack0.0019238886
Insult0.009374888
Profanity0.009032831
Threat0.005780108
Severe Toxicity0.00046491623
Low Tox 0.011623607 Moderate Con 0.368
Dec 26, 2025 1 likes Deportations From Canada at Their …
CBSA treated me, a Canadian citizen and veteran, far differently.
CBSA treated me, a Canadian citizen and veteran, far differently.
Identity Attack0.0045322375
Insult0.007360875
Profanity0.009681856
Threat0.005922511
Severe Toxicity0.00046730042
Low Tox 0.009236055 Moderate Con 0.451 Personal_Narrative
Nov 20, 2025 24 likes Thousands of refugees allowed into …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …
If you make over 80k and have other investment income you will be put through layers and layers of taxes making your financial position not much different than if you had made 60k
If you make over 80k and have other investment income you will be put through layers and layers of taxes making your financial position not much different than if you had made 60k
Identity Attack0.0013689207
Insult0.00654387
Profanity0.00993805
Threat0.00598724
Severe Toxicity0.0004506111
Low Tox 0.0070055793 Moderate Con 0.308
Jan 5, 2026 New rules, regulations take effect …
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
There is mandatory photographs and fingerprinting all over the world. If the liberals would do their job and get a handle on immigration and drug labs it would be a lot different.
Identity Attack0.00013471128
Insult0.00049080193
Profanity0.000024154384
Threat0.00010638219
Severe Toxicity0.0000022922763
Low Tox 0.0016449208 Policy_Critique
Dec 10, 2025
I've got the perfect preparation. Stay home or prepare for a different destination.
I've got the perfect preparation. Stay home or prepare for a different destination.
Identity Attack0.000053484087
Insult0.0001177566
Profanity0.000016683513
Threat0.000027377278
Severe Toxicity0.0000027114827
Low Tox 0.00028458657 Call_To_Action
Dec 9, 2025 1 likes
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined …
I went earlier this year. I was the only vehicle at what typically would be a very busy crossing. The only difference, while in the lane, they asked me to open my trunk and examined the contents while I remained in the lane. I went forward with no issues. I was not stopped coming back. Before you go, make sure your vehicle is clear of any thing that could generate additional questions.
Identity Attack0.00004452459
Insult0.00012055086
Profanity0.000018495342
Threat0.00001990034
Severe Toxicity0.000003142657
Low Tox 0.00025909377 Personal_Narrative
Dec 9, 2025 1 likes
No big deal. If you've really travelled anywhere else in the world, there's more stringent and expensive measures when crossing into other countries. We're in FL for the season. Not a problem driving over. Took …
No big deal. If you've really travelled anywhere else in the world, there's more stringent and expensive measures when crossing into other countries. We're in FL for the season. Not a problem driving over. Took @ 5 mins at the inside counter with maybe 2 minutes wait. The CBP folks were polite. We did the i94 online before, so they took our finger prints on a small scanner and took our picture matched to our passport photo. We gave them our destination address as normal and how long we are staying. We were informed of our expected exit before date. If you have Nexis already, nothing really different that what you do now, just print your i94.
Identity Attack0.000040068124
Insult0.00012499224
Profanity0.000019785251
Threat0.000019371739
Severe Toxicity0.0000029470918
Low Tox 0.00025541594
Dec 12, 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.