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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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Active: "Who they all working for …" 1,725 comments · Page 67 of 69
So glad you're doing these types of videos talking about the state of Canada right now. Please keep doing the work that you do!!!
So glad you're doing these types of videos talking about the state of Canada right now. Please keep doing the work that you do!!!
Identity Attack0.00449524
Insult0.008386881
Profanity0.012141321
Threat0.006861079
Severe Toxicity0.0009727478
Low Tox 0.014011159 Constructive 0.598
Oct 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
KEEP UP THE GOOD WORK!!!
KEEP UP THE GOOD WORK!!!
Identity Attack0.002848835
Insult0.00808288
Profanity0.013371054
Threat0.0077154995
Severe Toxicity0.0012683868
Low Tox 0.013948329 Moderate Con 0.328
Dec 28, 2025 Deportations From Canada at Their …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random …
If we actually want solutions, we should be talking about things like real-time tracking for overstays, linking federal/provincial systems, funding enforcement properly, and setting penalties that are predictable and enforced. Bring in experts not random paper pushers for “gotcha” moments. Sessions like this aren’t about fixing the system, they’re about stoking outrage. And more often than not, it ends up targeting vulnerable groups instead of creating policy that actually works.
Identity Attack0.0013596712
Insult0.009146886
Profanity0.010467518
Threat0.006641001
Severe Toxicity0.00061035156
Low Tox 0.013948329 Constructive 0.599 Policy_Critique
Oct 3, 2025 IRCC Names India in Study …
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 …
Where would you have them work?
Where would you have them work?
Identity Attack0.00258985
Insult0.007816878
Profanity0.011492296
Threat0.006977591
Severe Toxicity0.0007867813
Low Tox 0.013885498 Low Con 0.263 Question
Mar 2, 2026 Inside Canada's Indian Invasion...
Go go Michelle! A hard-working MP
Go go Michelle! A hard-working MP
Identity Attack0.0027193425
Insult0.009393888
Profanity0.012585391
Threat0.006757513
Severe Toxicity0.0010824203
Low Tox 0.013822667 Moderate Con 0.386 Solidarity
Sep 29, 2025 2 likes IRCC Names India in Study …
As an immigrant I thank canada for the help, I will work hard and pay taxes to repay the favor. I love this country and will do everything to pay back to the community.
As an immigrant I thank canada for the help, I will work hard and pay taxes to repay the favor. I love this country and will do everything to pay back to the community.
Identity Attack0.006622616
Insult0.007493876
Profanity0.010467518
Threat0.006440342
Severe Toxicity0.00066280365
Low Tox 0.013822667 Constructive 0.651
Oct 11, 2020 6 likes How much do refugees and …
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 …
Thank you for your work
Thank you for your work
Identity Attack0.004643231
Insult0.007949878
Profanity0.015898837
Threat0.008712323
Severe Toxicity0.0015640259
Low Tox 0.0137598375 Moderate Con 0.422 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
This Canadian thanks you for your Journalism! Keep up the good work Mr Oliviera! Ps I truly anjoyed your Epstein adventure!
This Canadian thanks you for your Journalism! Keep up the good work Mr Oliviera! Ps I truly anjoyed your Epstein adventure!
Identity Attack0.003866276
Insult0.009108886
Profanity0.009920971
Threat0.006207318
Severe Toxicity0.0006914139
Low Tox 0.013634177 Constructive 0.625 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The thing is they are working. No problem here.
The thing is they are working. No problem here.
Identity Attack0.0031818156
Insult0.007835878
Profanity0.013234417
Threat0.007197669
Severe Toxicity0.0010824203
Low Tox 0.013571346 Low Con 0.238 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Governments should issue only working visas for several years to evaluate demographics, jobs available , and available housing
Identity Attack0.004162259
Insult0.0075888764
Profanity0.0103992
Threat0.006530962
Severe Toxicity0.0006246567
Low Tox 0.013320025 Low Con 0.247 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
These students cannot just work and move around freely. There is someone in the govt , CBSA who is helping them
These students cannot just work and move around freely. There is someone in the govt , CBSA who is helping them
Identity Attack0.0032003147
Insult0.008899884
Profanity0.010313802
Threat0.006265574
Severe Toxicity0.0005912781
Low Tox 0.0131943645 Moderate Con 0.353
Oct 5, 2025 IRCC Names India in Study …
Good work,
Good work,
Identity Attack0.0035147965
Insult0.007949878
Profanity0.014566627
Threat0.007883795
Severe Toxicity0.0012493134
Low Tox 0.0131943645 Moderate Con 0.473
Jan 12, 2026 2 likes Canadian Citizenship Test 2025 – …
Many of them work in the security industry
Many of them work in the security industry
Identity Attack0.0040142676
Insult0.007949878
Profanity0.012346277
Threat0.0071588317
Severe Toxicity0.0008773804
Low Tox 0.013005874 Low Con 0.239
Oct 1, 2025 IRCC Names India in Study …
Keep up the good work safe and thank you
Keep up the good work safe and thank you
Identity Attack0.0035702933
Insult0.0077598775
Profanity0.013507691
Threat0.008220384
Severe Toxicity0.0012493134
Low Tox 0.012817383 Moderate Con 0.417 Solidarity
Feb 18, 2026 Canadian immigration officers investigating hundreds …
❤😂🎉 Great work
❤😂🎉 Great work
Identity Attack0.0032373124
Insult0.0076268767
Profanity0.018734055
Threat0.0077284453
Severe Toxicity0.0014877319
Low Tox 0.012754552 Moderate Con 0.494 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I've always treated others as how I'd like to be treated. 😊at 54 I can say I've noticed that this doesn't work out so well. ❤Canada
I've always treated others as how I'd like to be treated. 😊at 54 I can say I've noticed that this doesn't work out so well. ❤Canada
Identity Attack0.004328749
Insult0.008348881
Profanity0.010313802
Threat0.0060778605
Severe Toxicity0.0006198883
Low Tox 0.0126288915 Constructive 0.747 Personal_Narrative
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent …
This is the problem: Temporary workers are temporary. Their arrangement stipulates that they work in-country for a number years, and then return home. Yet, many temporary workers are under the impression that they're actually semi-permanent residents. That's why they invest so much, expecting to be able to stay indefinitely. It needs to be made clear that temporary means temporary.
Identity Attack0.0031633168
Insult0.008633883
Profanity0.009784333
Threat0.006058442
Severe Toxicity0.00054597855
Low Tox 0.012440401 Constructive 0.634
Feb 11, 2026 Canada's tighter immigration policy divides …
And Canada citizen is working hard to pay tax and house price is astronomical high..
And Canada citizen is working hard to pay tax and house price is astronomical high..
Identity Attack0.004236255
Insult0.009070885
Profanity0.009604998
Threat0.0058707283
Severe Toxicity0.0005841255
Low Tox 0.01237757 Moderate Con 0.395 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They’re not missing their all working construction, security or driving trucks
They’re not missing their all working construction, security or driving trucks
Identity Attack0.0020533812
Insult0.007987879
Profanity0.00998929
Threat0.0065956907
Severe Toxicity0.00071048737
Low Tox 0.012314741 Low Con 0.249
Oct 1, 2025 IRCC Names India in Study …
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Worked in Brampton for 30 years. Left in Jan. 2020, when I retired. Never looked back. But.....they do have the best food.😋
Identity Attack0.0027193425
Insult0.008918885
Profanity0.010689554
Threat0.0062396824
Severe Toxicity0.00064373016
Low Tox 0.012126249 Constructive 0.664 Personal_Narrative
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
How many employers are being subsidized for workers who are not at work????
How many employers are being subsidized for workers who are not at work????
Identity Attack0.0019608864
Insult0.007645877
Profanity0.009767254
Threat0.0059516393
Severe Toxicity0.0005030632
Low Tox 0.011937759 Low Con 0.251
Jan 14, 2026 IRCC Names India in Study …
I work near Brampton.. this is an accurate representation.
I work near Brampton.. this is an accurate representation.
Identity Attack0.0039587705
Insult0.007797878
Profanity0.012346277
Threat0.00713294
Severe Toxicity0.00091552734
Low Tox 0.011937759 Constructive 0.503 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Michelle you are amazing. Keep up the great work :)
Michelle you are amazing. Keep up the great work :)
Identity Attack0.0033298072
Insult0.007892879
Profanity0.013302735
Threat0.007249452
Severe Toxicity0.0011348724
Low Tox 0.011874928 Moderate Con 0.47 Solidarity
Sep 29, 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.