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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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Search comment text, filter by category or toxicity level
Active: "I am 100 % on …" 238 comments · Page 8 of 10
Should be 100 times more per month … 180K minimum till they’re all gone.
Should be 100 times more per month … 180K minimum till they’re all gone.
Identity Attack0.004421244
Insult0.01648093
Profanity0.014327513
Threat0.022681303
Severe Toxicity0.0023078918
Low Tox 0.056758508 Low Con 0.21
Dec 28, 2025 Deportations From Canada at Their …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million …
Before 2015, Canada had virtually zero illegal immigration. Today, by the government’s own data, that number has surged to roughly 500,000. Worse still, official projections show that by the end of 2026, another 2.1 million temporary residents will see their status expire, many at risk of slipping into illegality. This failure of policy has already fueled a growing underground economy across the country. Deporting just 20,000 people a year is a drop in the bucket. *The only credible response* from the Carney government demands decisive action—raising *deportation* numbers to well over 100,000 annually to restore integrity to the system.
Identity Attack0.014852738
Insult0.025284592
Profanity0.013780965
Threat0.007197669
Severe Toxicity0.0015354156
Low Tox 0.056263726 Moderate Con 0.437 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study …
I am a Korean international student studying in Canada. These types of news makes me really frustrated.. I heard that due to these reasons, immigration officers has been taking very long time to process study visa permits. I 100% agree with immigration officers that they need to carefully review the applications, because I also think things like this shouldn’t happen in any countries. But, I’m getting frustrated because this is delaying innocent international students’ visa process as well. I’ve finished my undergraduate studies and I decided to pursue master’s under a professor i met in my current university. I was very excited to study the field, and i applied for study extension visa months ago, and still haven’t gotten any updates from IRCC. So I couldn’t get enrolled in Fall semester. I’m still waiting, and i really hope that i can continue studying.. luckily my professor understood this situation and he said he can hold a position for me, but i’m still very anxious about all the situation. I hope all people who come to Canada are honest and don’t do illegal things. I really want them to realize that they are affecting students who just want to study. They are taking away the opportunity for others to learn.
Identity Attack0.023595277
Insult0.022512967
Profanity0.016957775
Threat0.0077802283
Severe Toxicity0.001783371
Low Tox 0.055274166 Constructive 0.858 Personal_Narrative
Sep 29, 2025 3 likes IRCC Names India in Study …
I live in Ontario, canada. I am an immigrant, but I think the title is fake news. Canadians are 100% united against mass immigration. I don't know if this narrative is politically motivated or bought. …
I live in Ontario, canada. I am an immigrant, but I think the title is fake news. Canadians are 100% united against mass immigration. I don't know if this narrative is politically motivated or bought. It's not true.
Identity Attack0.026408968
Insult0.018967867
Profanity0.011594773
Threat0.0065956907
Severe Toxicity0.0011491776
Low Tox 0.05354243 Constructive 0.701 Personal_Narrative
Feb 13, 2026 Canada's tighter immigration policy divides …
Canada should close the borders 100%. No more work visas, no more student visas.
Canada should close the borders 100%. No more work visas, no more student visas.
Identity Attack0.026408968
Insult0.013630914
Profanity0.010091767
Threat0.008401625
Severe Toxicity0.0017929077
Low Tox 0.048842013 Low Con 0.188
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for …
2.9 million people can lawsuit against Trudeau because Trudeau simply allowed too many temporary visas that should not be allowed from the first place. For example, Trudeau allowed visas to allow people to work for minimum wage jobs in Canada or jobs with no trade skills., and even if skilled workers were invited, their jobs are not in high demand or about to be replaced by AI in a couple of years. Every year over 100,000 jobs will be replaced by AI starting from the late 2026, starting from the transportation industry, customer services, office jobs, IT jobs, and education; soon healthcare and engineering as well. No developed country needs workers anymore except very few experts and there will be massive layoff, not because of the economic crisis, but because of AI. In Japan, China, and South Korea, AI are widely used and now young people with a master or PhD degree can't even get a job.
Identity Attack0.00621564
Insult0.026702631
Profanity0.013371054
Threat0.00713294
Severe Toxicity0.0015544891
Low Tox 0.048594624 Moderate Con 0.496
Jan 16, 2026 2.9 million Canadian temporary visas …
The bike guy is 100% trve! 🥲🥰
The bike guy is 100% trve! 🥲🥰
Identity Attack0.004384246
Insult0.023608726
Profanity0.020783609
Threat0.007598988
Severe Toxicity0.0020217896
Low Tox 0.04760506 Moderate Con 0.443 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
A drop in the bucket. Canada needs to increase deportations by a factor of 100. So instead of deporting 18,000, they need to deport 1.8 million. And even that isn't enough.
Identity Attack0.016159095
Insult0.014086916
Profanity0.010535837
Threat0.008789998
Severe Toxicity0.0013160706
Low Tox 0.045625936 Moderate Con 0.385
Dec 26, 2025 Deportations From Canada at Their …
The older gentleman with the cap on backwards was very considerate and polite. He is 100% right in the proper way.
The older gentleman with the cap on backwards was very considerate and polite. He is 100% right in the proper way.
Identity Attack0.004606233
Insult0.019225692
Profanity0.016752819
Threat0.007314181
Severe Toxicity0.0015926361
Low Tox 0.044636376 Constructive 0.622 Solidarity
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
% 100 right,super video.
% 100 right,super video.
Identity Attack0.009619443
Insult0.013250912
Profanity0.025634222
Threat0.013269233
Severe Toxicity0.004348755
Low Tox 0.044388983 Moderate Con 0.46 Meta_Commentary
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
I am an immigrant in Canada and these students assume their permanent residency is guaranteed after their studies but nobody was given 100% "assurance" but these students "assumed." The country does not need any more …
I am an immigrant in Canada and these students assume their permanent residency is guaranteed after their studies but nobody was given 100% "assurance" but these students "assumed." The country does not need any more uber/skip the dishes drivers or salespersons. There is no need any more Temporary Foreign Workers until the economy improves. At the moment, the Canadian economy is in limbo.
Identity Attack0.020982565
Insult0.017807651
Profanity0.011014067
Threat0.006058442
Severe Toxicity0.0010538101
Low Tox 0.044141594 Constructive 0.705 Personal_Narrative
Feb 25, 2026 Canada's tighter immigration policy divides …
men with bike is 100 procent right !!! we love u :D
men with bike is 100 procent right !!! we love u :D
Identity Attack0.011543332
Insult0.014086916
Profanity0.018529098
Threat0.008789998
Severe Toxicity0.002861023
Low Tox 0.04240986 Moderate Con 0.467 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
Identity Attack0.0066596144
Insult0.01819439
Profanity0.0113215
Threat0.0069905366
Severe Toxicity0.0016212463
Low Tox 0.04216247 Low Con 0.266 Unverified_Claim
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
if you only build 100 000 housing units a year, but you let in 250 000 people and their families members....the math doesnt add up. flood the cities with people you have destitution and homelessness.
if you only build 100 000 housing units a year, but you let in 250 000 people and their families members....the math doesnt add up. flood the cities with people you have destitution and homelessness.
Identity Attack0.0059936526
Insult0.017614283
Profanity0.010313802
Threat0.007974415
Severe Toxicity0.0013637543
Low Tox 0.04216247 Moderate Con 0.449 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Ask nurses and social workers in the hospitals about this abuse ! It is 100% is truth! The problem is we can’t openly report any of this!
Ask nurses and social workers in the hospitals about this abuse ! It is 100% is truth! The problem is we can’t openly report any of this!
Identity Attack0.004328749
Insult0.017485369
Profanity0.011680172
Threat0.0072882893
Severe Toxicity0.0012302399
Low Tox 0.0414203 Constructive 0.552 Fear_Threat
Feb 27, 2026 'We do know that there's …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying …
This guy on the bike speaks 100% how we feel.... and just think the insurance will now raise everyones insurance rate to make up for these losses laugh all you want but we are paying for this.....
Identity Attack0.0012579272
Insult0.020256994
Profanity0.012073003
Threat0.006420923
Severe Toxicity0.0011110306
Low Tox 0.036870047 Constructive 0.58 Economic_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Not anywhere near high enough. 100% REMIGRATION rate is needed now. Canada is full.
Not anywhere near high enough. 100% REMIGRATION rate is needed now. Canada is full.
Identity Attack0.016259583
Insult0.011958904
Profanity0.010587076
Threat0.007068211
Severe Toxicity0.0012874603
Low Tox 0.03592727 Moderate Con 0.309
Dec 24, 2025 Deportations From Canada at Their …
14:48 HE IS RIGHT. 100%. 100%
14:48 HE IS RIGHT. 100%. 100%
Identity Attack0.008176526
Insult0.010970897
Profanity0.019758832
Threat0.010188141
Severe Toxicity0.0032424927
Low Tox 0.035691574 Moderate Con 0.43
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
100% immigration department and justice system is responsible for it?
100% immigration department and justice system is responsible for it?
Identity Attack0.019073274
Insult0.0113889
Profanity0.010638315
Threat0.006420923
Severe Toxicity0.0011444092
Low Tox 0.03545588 Low Con 0.203 Question
Feb 18, 2026 Canadian immigration officers investigating hundreds …
100% ,what are they gonna do about it? Nothing? Probably!
100% ,what are they gonna do about it? Nothing? Probably!
Identity Attack0.002885833
Insult0.012110904
Profanity0.015454767
Threat0.008272167
Severe Toxicity0.0013923645
Low Tox 0.032863233 Low Con 0.176 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
Identity Attack0.0017573982
Insult0.017292
Profanity0.011765569
Threat0.0063108844
Severe Toxicity0.00076293945
Low Tox 0.032863233 Low Con 0.267 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
In a wild twist, liberal Carney cut immigration by 100% last year,
In a wild twist, liberal Carney cut immigration by 100% last year,
Identity Attack0.009249465
Insult0.013934915
Profanity0.0113215
Threat0.0065827454
Severe Toxicity0.000872612
Low Tox 0.031331215 Low Con 0.248 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy with the bike is 100% right
The guy with the bike is 100% right
Identity Attack0.0058086636
Insult0.01309891
Profanity0.017367685
Threat0.008815889
Severe Toxicity0.002002716
Low Tox 0.03062413 Low Con 0.292 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
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)

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.