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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: "GET THEM ALL OUT NOW …" 2,660 comments · Page 102 of 107
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
How would people that "disappear" ever be able to go to hospital, enrol at school, get a driver's licence, loan, mortgage, even tenancy agreement without being 'discovered"? Where do they stay, what do they do?
Identity Attack0.0026453468
Insult0.010742896
Profanity0.010467518
Threat0.007145886
Severe Toxicity0.0008916855
Low Tox 0.021549871 Moderate Con 0.312
Nov 4, 2025 IRCC Names India in Study …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not …
I know it’s messed up but hilarious at the same time. History has pattens but we don’t seem to learn from the past and how to get along and share. And I mean globally not just here in Canada. Let the fun times continue until we change the system.
Identity Attack0.0040142676
Insult0.012566907
Profanity0.011492296
Threat0.006479179
Severe Toxicity0.0007867813
Low Tox 0.021314176 Constructive 0.511
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
they put nothing into the system but take and while those that have given get nothing.
they put nothing into the system but take and while those that have given get nothing.
Identity Attack0.002090379
Insult0.010096892
Profanity0.012141321
Threat0.0071847234
Severe Toxicity0.00078201294
Low Tox 0.021314176 Low Con 0.237
Jul 9, 2019 7 likes How much do refugees and …
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Kenny is trying to set up for a run at the conservative leadership following the next federal election. Constantly in the news clips getting his name out there.
Identity Attack0.002192123
Insult0.013212911
Profanity0.010365041
Threat0.0067769317
Severe Toxicity0.0007009506
Low Tox 0.02107848 Moderate Con 0.336 Policy_Critique
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
Why can’t. I get some help , to getting a job , , I’m a Canadian. Citizen.
Why can’t. I get some help , to getting a job , , I’m a Canadian. Citizen.
Identity Attack0.009027477
Insult0.00971689
Profanity0.010211324
Threat0.0062785195
Severe Toxicity0.000872612
Low Tox 0.02107848 Moderate Con 0.496
Nov 21, 2025 5 likes Thousands of refugees allowed into …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did …
Not true. Most Canadians want smaller numbers and tighter requirements. The students and TEMPORARY workers think they automatically will get permanent residency, when in fact there are no guarantees..Why these people act like Canada did something wrong? Having that many people come is a strain on all our resources and job market. We have a right to decide who we need and want. Store manager is not a job that Canadians won't do.
Identity Attack0.009619443
Insult0.011844902
Profanity0.0094256615
Threat0.005922511
Severe Toxicity0.00069618225
Low Tox 0.020960633 Constructive 0.763 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I hope we return back to a world praised Immigration System. Jason Kenney and Stephen Harper can get us back to realistic approach to Immigration, all we have to do is look back.
I hope we return back to a world praised Immigration System. Jason Kenney and Stephen Harper can get us back to realistic approach to Immigration, all we have to do is look back.
Identity Attack0.008768492
Insult0.008842885
Profanity0.010006369
Threat0.006874025
Severe Toxicity0.00092983246
Low Tox 0.020960633 Constructive 0.509 Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Is London getting to diverse for them then?
Is London getting to diverse for them then?
Identity Attack0.0071405866
Insult0.00971689
Profanity0.012482914
Threat0.007081157
Severe Toxicity0.0010204315
Low Tox 0.020842785 Low Con 0.248 Identity_Assertion
Feb 10, 2026 Inside Canada's Indian Invasion...
Someone help please When I can get my results after in person test ?
Someone help please When I can get my results after in person test ?
Identity Attack0.0047357255
Insult0.007778878
Profanity0.016957775
Threat0.008893564
Severe Toxicity0.0015640259
Low Tox 0.020842785 Moderate Con 0.437
Nov 22, 2025 Canadian Citizenship Test 2025 – …
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
I am looking for a job, I am really thinking of changing my name, as it seems that's the only way to get hired.
Identity Attack0.0051427023
Insult0.009032886
Profanity0.016752819
Threat0.008259222
Severe Toxicity0.0012016296
Low Tox 0.02072494 Constructive 0.544 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Will get fast tracked for Cana citizenship...
Will get fast tracked for Cana citizenship...
Identity Attack0.00725158
Insult0.0094128875
Profanity0.00995513
Threat0.007909686
Severe Toxicity0.0008773804
Low Tox 0.020607091 Moderate Con 0.304 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
How about we get that number down to zero for a few years?
How about we get that number down to zero for a few years?
Identity Attack0.0024603575
Insult0.008272881
Profanity0.011543535
Threat0.00951496
Severe Toxicity0.0011348724
Low Tox 0.020231359 Low Con 0.245
Jan 4, 2026 4 likes New rules, regulations take effect …
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
I am an electrical engineer who speaks fluent English and passable French, no health problems, 10 years of work experience, and I still havent gotten PR. How do these guys get PR?
Identity Attack0.0059936526
Insult0.0096028885
Profanity0.01265371
Threat0.006822242
Severe Toxicity0.00089645386
Low Tox 0.019980038 Constructive 0.558 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Just curious if you are born in Canada, do you get automatic citizenship?
Just curious if you are born in Canada, do you get automatic citizenship?
Identity Attack0.011617327
Insult0.008538882
Profanity0.00998929
Threat0.0062332097
Severe Toxicity0.0007915497
Low Tox 0.019854378 Moderate Con 0.362 Question
Feb 23, 2026 Canada's tighter immigration policy divides …
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Rejected Claims?? How did they get in, and allowed to stay here, in the first palce?
Identity Attack0.0032188136
Insult0.009678889
Profanity0.010194245
Threat0.0064468146
Severe Toxicity0.00068187714
Low Tox 0.019728716 Low Con 0.206 Question
Feb 27, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
The government does everything in their power to make sure that you pay retail for everything if you can get something cheaper, they’re gonna tax it and make it expensive
Identity Attack0.0028673338
Insult0.0113509
Profanity0.011526455
Threat0.0063950317
Severe Toxicity0.0007581711
Low Tox 0.019603057 Low Con 0.211 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
We’re done in Canada. We’re so open minded…..you get it.
We’re done in Canada. We’re so open minded…..you get it.
Identity Attack0.0050687063
Insult0.010666896
Profanity0.010996987
Threat0.006874025
Severe Toxicity0.000872612
Low Tox 0.019603057 Low Con 0.286 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
CANADA IS LIKE THAT! WE CAN'T GO TO CANADA .WE ALL GET CHECK ! ASIAN HERE
Identity Attack0.020465802
Insult0.0029913438
Profanity0.00009030148
Threat0.00020251989
Severe Toxicity0.0000040622645
Low Tox 0.019197736 Unverified_Claim
Dec 11, 2025
Stockton, Fresno , and Modesto in California are getting close to Brampton
Stockton, Fresno , and Modesto in California are getting close to Brampton
Identity Attack0.005105704
Insult0.010552894
Profanity0.012038844
Threat0.007068211
Severe Toxicity0.00096321106
Low Tox 0.019100413 Low Con 0.262
Jan 27, 2026 45 likes Inside Canada's Indian Invasion...
I know a guy who owns a veterinary practice in Brampton. He says their sign near the road gets taken out by a car almost monthly
I know a guy who owns a veterinary practice in Brampton. He says their sign near the road gets taken out by a car almost monthly
Identity Attack0.002830336
Insult0.008766884
Profanity0.011936366
Threat0.008867673
Severe Toxicity0.0010347366
Low Tox 0.018974753 Moderate Con 0.495 Personal_Narrative
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
You can go to Dubai and get the MRI for a reasonable price. It’s sad but this is the state of our universal heath care today.
Identity Attack0.0056236745
Insult0.010438894
Profanity0.010740792
Threat0.0061749537
Severe Toxicity0.0007247925
Low Tox 0.018849092 Moderate Con 0.444 Economic_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a …
In Japan many people work as temporary workers They sign contracts, when the contract is up they leave and get paid a big chunk of the money the company was keeping for them and a bonus, to make sure they leave. Sometimes they extend their contract , but they do have to leave for for a month to get the money. Japan is making sure everybody is keeping their part of the deal. Why can't we have it here? Why TEMPORARY workers demand to stay?
Identity Attack0.00932346
Insult0.009336887
Profanity0.011201942
Threat0.006045496
Severe Toxicity0.0007581711
Low Tox 0.018849092 Constructive 0.726 Comparative_Framing
Feb 11, 2026 15 likes Canada's tighter immigration policy divides …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding …
I wish i had a fulltime job that pays me $21 an hour. Shes doing a lot better than most people for sure. Its not only the youth that arw having a hard time finding work, its ALL ages. People get laid off then have these same issues
Identity Attack0.0027378413
Insult0.00971689
Profanity0.012961143
Threat0.0063367756
Severe Toxicity0.00067710876
Low Tox 0.018723432 Constructive 0.732
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Free 87,000 deposits ❤❤😂😂 Yet we get nothing
Free 87,000 deposits ❤❤😂😂 Yet we get nothing
Identity Attack0.002090379
Insult0.009431887
Profanity0.014532468
Threat0.006259101
Severe Toxicity0.0012302399
Low Tox 0.01847211 Humor_Satire
Jan 5, 2026 Migrants cross into Canada near …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise …
Bernier was probably the closest thing to a chance to deal with this democraticly that we had. And I didn't think he had a chance in FPTP from the get go. Anyone remember Trudeau's promise to end FPTP? Yeah I had a little hope for that, that could have saved Canada.
Identity Attack0.0027378413
Insult0.012186904
Profanity0.010433359
Threat0.0063108844
Severe Toxicity0.0006580353
Low Tox 0.01834645 Constructive 0.654 Policy_Critique
Jun 21, 2025 1 likes How Canada broke its immigration …

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.