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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: "You should come to the …" 1,829 comments · Page 72 of 74
Come to Dallas next and investigate the same thing
Come to Dallas next and investigate the same thing
Identity Attack0.0030153254
Insult0.008728883
Profanity0.011902207
Threat0.0077025536
Severe Toxicity0.0008869171
Low Tox 0.016838523 Moderate Con 0.361
Jan 27, 2026 32 likes Inside Canada's Indian Invasion...
Here comes Canadas version of ICE! 👋
Here comes Canadas version of ICE! 👋
Identity Attack0.0054756827
Insult0.010248893
Profanity0.009716015
Threat0.0066798385
Severe Toxicity0.0011444092
Low Tox 0.016712861 Low Con 0.181 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could send for us plus he was told he had to buy a house
Identity Attack0.006992595
Insult0.00821588
Profanity0.01173141
Threat0.006440342
Severe Toxicity0.00081539154
Low Tox 0.01646154 Constructive 0.526 Personal_Narrative
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a …
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a nation with open borders if so they declare it and invite anyone to come and give them PR card upfront when they onboard air canada flight.
Identity Attack0.0050317086
Insult0.009279887
Profanity0.010638315
Threat0.006246155
Severe Toxicity0.0007247925
Low Tox 0.01633588 Constructive 0.574
Jan 15, 2026 18 likes 2.9 million Canadian temporary visas …
Circumstances will be more challenging in Canada in coming years.......
Circumstances will be more challenging in Canada in coming years.......
Identity Attack0.006696612
Insult0.008500882
Profanity0.008964512
Threat0.006822242
Severe Toxicity0.00078201294
Low Tox 0.015833238 Low Con 0.218 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
the mim wage in gujarat india is 441 rupee per hour. 441 india rupee is $6.63 canada dollars. they come to canada and get a over 200 per cent wage increase.
Identity Attack0.0075845607
Insult0.008405882
Profanity0.01041628
Threat0.0062396824
Severe Toxicity0.0007200241
Low Tox 0.014576632 Moderate Con 0.301 Economic_Argument
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
The rules were way to generous. 2 years to be eligible. Come on.
The rules were way to generous. 2 years to be eligible. Come on.
Identity Attack0.0022383702
Insult0.008595883
Profanity0.01127026
Threat0.007094103
Severe Toxicity0.00079631805
Low Tox 0.01438814 Low Con 0.207 Policy_Critique
Nov 20, 2025 43 likes Quebec Ends Economic Immigration Program …
The level of entitlement is staggering. Quebec has the right to give or not to give the status, not obligation. I came to Canada legally and did all the paperwork and interviews back home. I …
The level of entitlement is staggering. Quebec has the right to give or not to give the status, not obligation. I came to Canada legally and did all the paperwork and interviews back home. I don’t understand how people come here and simply demand the PR status.
Identity Attack0.003644289
Insult0.009431887
Profanity0.009297565
Threat0.005883674
Severe Toxicity0.0004911423
Low Tox 0.0143253105 Constructive 0.641
Nov 24, 2025 Quebec Ends Economic Immigration Program …
I have test to be taken in January but dono what kind of questions will come ..but i m keep watching these question answer daily
I have test to be taken in January but dono what kind of questions will come ..but i m keep watching these question answer daily
Identity Attack0.0034777985
Insult0.008405882
Profanity0.013371054
Threat0.0071070488
Severe Toxicity0.0009822845
Low Tox 0.01426248 Moderate Con 0.477
Dec 24, 2025 2 likes Canadian Citizenship Test 2025 – …
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
With Artificial Intelligence eventually ingraining into all the workplaces, years to come less and less people needed in the workforce, and esp. in the service line and entry level job.
Identity Attack0.002293867
Insult0.008633883
Profanity0.009519599
Threat0.006207318
Severe Toxicity0.00056028366
Low Tox 0.01426248 Moderate Con 0.336
Sep 1, 2025 2 likes Why Canadians Are Turning Against …
Thank you Tyler!!!!I habe been asking you to come to canada specifically Brampton for the last 10 mouths. !!!!your the best!@@@@!
Thank you Tyler!!!!I habe been asking you to come to canada specifically Brampton for the last 10 mouths. !!!!your the best!@@@@!
Identity Attack0.00310782
Insult0.008975885
Profanity0.011116544
Threat0.0062849927
Severe Toxicity0.0007390976
Low Tox 0.01426248 Constructive 0.643
Jan 27, 2026 Inside Canada's Indian Invasion...
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better …
It is not as simple as more or less people. The first woman in the story was an educated working professional. Canada wants and needs people like that. Canada just needs to do a better job of screening people coming in. Canada still needs good capable people coming in.
Identity Attack0.0050687063
Insult0.008880884
Profanity0.009289024
Threat0.006272047
Severe Toxicity0.0005578995
Low Tox 0.01419965 Constructive 0.526 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
come to edmonton .......
come to edmonton .......
Identity Attack0.0034408006
Insult0.0081208795
Profanity0.011492296
Threat0.00756015
Severe Toxicity0.0010633469
Low Tox 0.014073989 Low Con 0.236 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
All student working under agency provide them cash working 50 hours in week .no track where is money coming from in their bank. Canada is best place when student apply for student visa. They show …
All student working under agency provide them cash working 50 hours in week .no track where is money coming from in their bank. Canada is best place when student apply for student visa. They show we have more then enough funds to survive. And then all student working 20 hours or more. What is this
Identity Attack0.0040142676
Insult0.009317887
Profanity0.009716015
Threat0.0057056695
Severe Toxicity0.0005078316
Low Tox 0.013948329 Constructive 0.615
Oct 13, 2025 IRCC Names India in Study …
Don’t come here! I wouldn’t come here if I didn’t live here. What a nightmare!
Don’t come here! I wouldn’t come here if I didn’t live here. What a nightmare!
Identity Attack0.000540636
Insult0.0044759484
Profanity0.00020309442
Threat0.0008496908
Severe Toxicity0.000004536897
Low Tox 0.013880902 Fear_Threat
Dec 10, 2025
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few …
That’s the harsh reality. During Trudeau’s time, Canada saw a significant influx of newcomers, which put pressure on housing, the labour market, and healthcare. It’s normal for a country to tighten immigration for a few years; lower quotas naturally mean higher requirements. Coming on a study permit or a work permit doesn’t guarantee permanent residency. Once a temporary status expires, and if there’s no other legal pathway to stay, the person must leave Canada.
Identity Attack0.004236255
Insult0.008690883
Profanity0.00904991
Threat0.0061037517
Severe Toxicity0.0005674362
Low Tox 0.013822667 Constructive 0.522 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
I am being singled out in my family circle whenever the talk of being assimilated into the CANADIAN community, everyone understands the talking points of the rights of equality, no one trying to understand that …
I am being singled out in my family circle whenever the talk of being assimilated into the CANADIAN community, everyone understands the talking points of the rights of equality, no one trying to understand that rights come with larger responsibilities of fairness/sharing/respecting fellow citizens are the core values of Canadian society.
Identity Attack0.006622616
Insult0.008652883
Profanity0.00906699
Threat0.005919275
Severe Toxicity0.00061035156
Low Tox 0.013571346 Constructive 0.773 Personal_Narrative
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
COME TO ALBERTA!! keep posting
COME TO ALBERTA!! keep posting
Identity Attack0.0035702933
Insult0.008253881
Profanity0.01173141
Threat0.0069387536
Severe Toxicity0.0010204315
Low Tox 0.013508516 Low Con 0.277 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Next come to the West Coast Brampton AKA Surrey, BC.
Next come to the West Coast Brampton AKA Surrey, BC.
Identity Attack0.0039957687
Insult0.008044879
Profanity0.01127026
Threat0.007197669
Severe Toxicity0.001115799
Low Tox 0.013445686 Low Con 0.279 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
all it comes down to is money...
all it comes down to is money...
Identity Attack0.0015076627
Insult0.008291881
Profanity0.01127026
Threat0.006045496
Severe Toxicity0.00054597855
Low Tox 0.013320025 Low Con 0.231
Aug 22, 2019 1 likes How much do refugees and …
Just come to brampton ontario, you'll find 2.8million. Hope i can find a job now.
Just come to brampton ontario, you'll find 2.8million. Hope i can find a job now.
Identity Attack0.0026083488
Insult0.008234881
Profanity0.00998929
Threat0.006815769
Severe Toxicity0.000834465
Low Tox 0.0131943645 Moderate Con 0.442 Economic_Argument
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Thank You Come Again !
Thank You Come Again !
Identity Attack0.0031263188
Insult0.007873878
Profanity0.0138151245
Threat0.007974415
Severe Toxicity0.0013065338
Low Tox 0.012566062 Moderate Con 0.428
Jan 27, 2026 10 likes Inside Canada's Indian Invasion...
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. …
Canadians should be glad they are even let in. All the drug smuggling is coming from the north. Our military is blowing up boats at the south. Nothing is getting in at the southern border. So if there is drugs in America, it can only come from the north. Our so called friendS from Canada. Wasn't a Canadian Olympian the biggest drug smuggler caught?
Identity Attack0.0058678384
Insult0.0021849244
Profanity0.00007391613
Threat0.00023666167
Severe Toxicity0.000004027586
Low Tox 0.011741031 Unverified_Claim
Dec 10, 2025
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Identity Attack0.0048837173
Insult0.007189874
Profanity0.009579378
Threat0.006589218
Severe Toxicity0.000667572
Low Tox 0.011686437 Low Con 0.211 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
Hello! I am coming to Canada next year as a student, my parents have given me permission to study abroad. 😊😊❤
Hello! I am coming to Canada next year as a student, my parents have given me permission to study abroad. 😊😊❤
Identity Attack0.0051797
Insult0.0072468747
Profanity0.011082385
Threat0.0066215824
Severe Toxicity0.0008058548
Low Tox 0.0109324735 Constructive 0.608 Personal_Narrative
Jan 16, 2026 3 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.