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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 806 of 1230
Isn't Canada owned by China so it doesn't really matter anymore
Isn't Canada owned by China so it doesn't really matter anymore
Identity Attack0.07508347
Insult0.027347196
Profanity0.015864678
Threat0.0070552654
Severe Toxicity0.0024414062
Low Tox 0.104795754 Low Con 0.186 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They are hiding in Quebec......WE need Immigration to do follow up here....They are taking over housing and using Food Banks...HELP.
They are hiding in Quebec......WE need Immigration to do follow up here....They are taking over housing and using Food Banks...HELP.
Identity Attack0.05612817
Insult0.026444806
Profanity0.010928668
Threat0.007068211
Severe Toxicity0.0023651123
Low Tox 0.104795754 Constructive 0.549 Fear_Threat
Nov 13, 2025 IRCC Names India in Study …
I met some Indians in Thailand but they say : We are from canada 😂
I met some Indians in Thailand but they say : We are from canada 😂
Identity Attack0.10221587
Insult0.02567133
Profanity0.026590679
Threat0.0076507707
Severe Toxicity0.0030899048
Low Tox 0.104795754 Moderate Con 0.442
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Come to Frisco tx next 🤢
Come to Frisco tx next 🤢
Identity Attack0.010655383
Insult0.025413504
Profanity0.073529124
Threat0.010757755
Severe Toxicity0.0059890747
Low Tox 0.104795754 Low Con 0.295 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Have a Sad New Year 2026, Mark Carney and the Liberals!
Have a Sad New Year 2026, Mark Carney and the Liberals!
Identity Attack0.016259583
Insult0.03885912
Profanity0.011526455
Threat0.009048914
Severe Toxicity0.0025367737
Low Tox 0.104795754 Low Con 0.262
Jan 3, 2026 4 likes New rules, regulations take effect …
did tr4mp send this guy🤣
did tr4mp send this guy🤣
Identity Attack0.0059936526
Insult0.033239998
Profanity0.04065997
Threat0.009230154
Severe Toxicity0.0036811829
Low Tox 0.104795754 Low Con 0.174 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
What a joke
What a joke
Identity Attack0.00310782
Insult0.03423163
Profanity0.024131214
Threat0.006543908
Severe Toxicity0.0018596649
Low Tox 0.104795754 Moderate Con 0.335 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
That guy talks about taxes 😂. Please also make video on how much tax bramton generates. This propaganda video was good tho👍. The way you ate in Indian restaurant will clear all the doubts in …
That guy talks about taxes 😂. Please also make video on how much tax bramton generates. This propaganda video was good tho👍. The way you ate in Indian restaurant will clear all the doubts in viewers that you are not secular. You are doing alot for Canada 😂😂😂
Identity Attack0.036878675
Insult0.032689095
Profanity0.016752819
Threat0.0066927844
Severe Toxicity0.0025558472
Low Tox 0.104795754 Moderate Con 0.445
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The native American felt the same when European immigrants were settling in North America
The native American felt the same when European immigrants were settling in North America
Identity Attack0.08087392
Insult0.021610579
Profanity0.021740068
Threat0.007301235
Severe Toxicity0.002632141
Low Tox 0.104795754 Low Con 0.281
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump sees this and Canada is more cooked than we already are.
Trump sees this and Canada is more cooked than we already are.
Identity Attack0.02048012
Insult0.04852104
Profanity0.016889455
Threat0.0065568537
Severe Toxicity0.0022125244
Low Tox 0.104795754 Low Con 0.194 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Hire more people to get the job done faster.This would be money well spent.Instead of giving the money to immagrants,or helping them with any kind of money.
Hire more people to get the job done faster.This would be money well spent.Instead of giving the money to immagrants,or helping them with any kind of money.
Identity Attack0.068465814
Insult0.024511116
Profanity0.011970525
Threat0.0065697995
Severe Toxicity0.0018310547
Low Tox 0.104795754 Moderate Con 0.333
Dec 28, 2025 Deportations From Canada at Their …
I love that guy with the bikee
I love that guy with the bikee
Identity Attack0.013546381
Insult0.028612386
Profanity0.06145202
Threat0.011560392
Severe Toxicity0.00541687
Low Tox 0.104795754 Moderate Con 0.418
Jan 27, 2026 Inside Canada's Indian Invasion...
9:57 Less job opportunities yes and also political instability with India heading towards dictatorial rule. Also, infrastructure is not that great, especially the roads.
9:57 Less job opportunities yes and also political instability with India heading towards dictatorial rule. Also, infrastructure is not that great, especially the roads.
Identity Attack0.053399716
Insult0.030375287
Profanity0.015181494
Threat0.008582866
Severe Toxicity0.0024223328
Low Tox 0.104795754 Moderate Con 0.388 Personal_Narrative
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It’s not Canada’s immigration minster that’s broken, it’s the party she belongs to that is broken! Very simple really.
It’s not Canada’s immigration minster that’s broken, it’s the party she belongs to that is broken! Very simple really.
Identity Attack0.018369852
Insult0.03768798
Profanity0.012517073
Threat0.0071717775
Severe Toxicity0.0018119812
Low Tox 0.104361884 Moderate Con 0.307 Policy_Critique
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Indian headquarter😂
Indian headquarter😂
Identity Attack0.062039822
Insult0.028392024
Profanity0.039407436
Threat0.009981008
Severe Toxicity0.005874634
Low Tox 0.104361884 Moderate Con 0.324 Humor_Satire
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, …
I grew up being told multiculturalism is our strength. Seeing it now as an adult, I can see all its done is created cities that have no actual Canadians, English or our culture. Raised crime, destroyed the housing market, lower the standard of living and quality of life. We need to go back to 1990's Canada and undo all that the last 35 years have done to our once great country.
Identity Attack0.06249457
Insult0.028502205
Profanity0.010757872
Threat0.007689608
Severe Toxicity0.0029182434
Low Tox 0.104361884 Constructive 0.607 Identity_Assertion
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
This is a bogus claim.
This is a bogus claim.
Identity Attack0.006511623
Insult0.033460364
Profanity0.03489832
Threat0.0074824756
Severe Toxicity0.0023460388
Low Tox 0.104361884 Low Con 0.166 Meta_Commentary
Feb 23, 2026 2 likes 'We do know that there's …
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the …
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the initial question. Rarely you'd see that on the right.
Identity Attack0.030175667
Insult0.031807642
Profanity0.015181494
Threat0.0074565844
Severe Toxicity0.0017547607
Low Tox 0.104361884 Constructive 0.589 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
+1 honest bike guy +2 Canadian Indian Old Guy.
+1 honest bike guy +2 Canadian Indian Old Guy.
Identity Attack0.06704199
Insult0.033901088
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0033569336
Low Tox 0.104361884 Moderate Con 0.388 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As an immigrant who came 10 yrs ago , I dont recognize this country anymore!! We need to stand up and fight for Canadians' values, culture, and language, Immigration has to change NOW !!!
As an immigrant who came 10 yrs ago , I dont recognize this country anymore!! We need to stand up and fight for Canadians' values, culture, and language, Immigration has to change NOW !!!
Identity Attack0.068465814
Insult0.023093075
Profanity0.011765569
Threat0.006848133
Severe Toxicity0.002374649
Low Tox 0.104361884 Constructive 0.625
Aug 31, 2025 258 likes Why Canadians Are Turning Against …
All of us hard working Canadians should stop paying taxes right away its not fair that we all work and they stay home laughing at Canadians pe make a stand dont pay your 2018 taxes …
All of us hard working Canadians should stop paying taxes right away its not fair that we all work and they stay home laughing at Canadians pe make a stand dont pay your 2018 taxes pass the word
Identity Attack0.042292643
Insult0.03522326
Profanity0.013234417
Threat0.006861079
Severe Toxicity0.002193451
Low Tox 0.104361884 Moderate Con 0.473
Nov 18, 2018 How much do refugees and …
It's not from one country ITS FROM ONE STATE PUNJAB
It's not from one country ITS FROM ONE STATE PUNJAB
Identity Attack0.04925346
Insult0.024511116
Profanity0.026590679
Threat0.007922632
Severe Toxicity0.0062179565
Low Tox 0.104361884 Low Con 0.216
Oct 30, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Police CAN NOT PROTECT YOU FROM CRIMINALS. SELF DEFENSE LAWS NEED TO CHANGE!!! CASTLE LAW!!!!!!
Police CAN NOT PROTECT YOU FROM CRIMINALS. SELF DEFENSE LAWS NEED TO CHANGE!!! CASTLE LAW!!!!!!
Identity Attack0.00828752
Insult0.03885912
Profanity0.0127903465
Threat0.0100069
Severe Toxicity0.002231598
Low Tox 0.104361884 Low Con 0.193 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Rcmp is complicit in these crimes.
Rcmp is complicit in these crimes.
Identity Attack0.009471451
Insult0.04032305
Profanity0.012414595
Threat0.007819066
Severe Toxicity0.0015926361
Low Tox 0.104361884 Low Con 0.207 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …

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.