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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: "There was not a need …" 2,035 comments · Page 67 of 82
Tyler as a Canadian i couldent be happier your doing this you are the hero we need but dont deserve
Tyler as a Canadian i couldent be happier your doing this you are the hero we need but dont deserve
Identity Attack0.0066596144
Insult0.018581128
Profanity0.013951761
Threat0.008738215
Severe Toxicity0.0017547607
Low Tox 0.04290464 Moderate Con 0.495 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
You invited them over when you needed to populate your country and when you needed labor and specialists
You invited them over when you needed to populate your country and when you needed labor and specialists
Identity Attack0.014551271
Insult0.014884921
Profanity0.012858666
Threat0.0069387536
Severe Toxicity0.0013256073
Low Tox 0.04290464 Low Con 0.237 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
We need pre Trudeau (Pierre) immigration laws. Stop spending our tax dollars on this.
We need pre Trudeau (Pierre) immigration laws. Stop spending our tax dollars on this.
Identity Attack0.018771807
Insult0.015340924
Profanity0.009622077
Threat0.006479179
Severe Toxicity0.0011396408
Low Tox 0.04290464 Low Con 0.267
Dec 25, 2025 1 likes Deportations From Canada at Their …
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. …
Its very telling that all these people from a Commonwealth country with English comprehension to different levels feel safer and less discrimated against in Brampton than in the Anglo Utopias of Toronto, Vancouver or Edmonton. Also look at the ecnomics - they all work, they all take care of each other, and they all have strong communities who back them in times of need! The Anglos call this "lack of assimilation" but to them it is about surviving and then thriving.
Identity Attack0.026609946
Insult0.017936565
Profanity0.011577694
Threat0.0061878995
Severe Toxicity0.0012493134
Low Tox 0.04290464 Constructive 0.708
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
I think the problem is the government need to educate people coming to American learn the culture and respect the people and culture. I learn a lot from the culture and good pole.
Identity Attack0.022992345
Insult0.015264924
Profanity0.014532468
Threat0.0063950317
Severe Toxicity0.0012397766
Low Tox 0.04290464 Constructive 0.729 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Well we are over flowed and the government needs to take care of its own people
Well we are over flowed and the government needs to take care of its own people
Identity Attack0.00828752
Insult0.018452216
Profanity0.015591404
Threat0.00713294
Severe Toxicity0.0013637543
Low Tox 0.042657252 Moderate Con 0.318
Jan 18, 2026 2.9 million Canadian temporary visas …
As a Canadian the Left government needs to go first from Canada
As a Canadian the Left government needs to go first from Canada
Identity Attack0.019977676
Insult0.017163089
Profanity0.010757872
Threat0.007081157
Severe Toxicity0.0013065338
Low Tox 0.04240986 Low Con 0.256 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
What the government needs to do,is if they were rejected send them home and if they hide don’t give them papers even if they get married just don’t give them, and if they were found …
What the government needs to do,is if they were rejected send them home and if they hide don’t give them papers even if they get married just don’t give them, and if they were found working change their employers 100000 for each person with out papers
Identity Attack0.008731495
Insult0.016556932
Profanity0.0118338885
Threat0.008220384
Severe Toxicity0.001335144
Low Tox 0.04216247 Moderate Con 0.35 Policy_Critique
Feb 23, 2026 15 likes 'We do know that there's …
We need a moratorium on immigration.
We need a moratorium on immigration.
Identity Attack0.021987455
Insult0.0114649
Profanity0.0117997285
Threat0.00746953
Severe Toxicity0.0014209747
Low Tox 0.04216247 Low Con 0.216
Nov 21, 2025 2 likes Quebec Ends Economic Immigration Program …
We need ICE in Canada😂😂😂
We need ICE in Canada😂😂😂
Identity Attack0.011099357
Insult0.014314918
Profanity0.014156717
Threat0.009463178
Severe Toxicity0.0022220612
Low Tox 0.041915078 Low Con 0.243
Nov 28, 2025 Quebec Ends Economic Immigration Program …
The Canadian politicians and policy makers who allowed this to happen need to be held accountable!
The Canadian politicians and policy makers who allowed this to happen need to be held accountable!
Identity Attack0.01555616
Insult0.018323302
Profanity0.00948544
Threat0.0079873605
Severe Toxicity0.0013446808
Low Tox 0.04166769 Moderate Con 0.338
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need government/leaders that are proud to be Canadian, whom will do anything to keep our culture alive, that will work on improving the country and persevere into making this once great country great again! …
We need government/leaders that are proud to be Canadian, whom will do anything to keep our culture alive, that will work on improving the country and persevere into making this once great country great again! Instead of selling out!
Identity Attack0.008028535
Insult0.018065477
Profanity0.0103821205
Threat0.0065568537
Severe Toxicity0.0010061264
Low Tox 0.0414203 Moderate Con 0.483
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Cuz the libs need voters
Cuz the libs need voters
Identity Attack0.01565665
Insult0.018323302
Profanity0.016957775
Threat0.0074954215
Severe Toxicity0.0016498566
Low Tox 0.0414203 Low Con 0.167 Unverified_Claim
Jan 20, 2026 1 likes Why Canada’s immigration system has …
We need trumph
We need trumph
Identity Attack0.00725158
Insult0.01640493
Profanity0.018119188
Threat0.00951496
Severe Toxicity0.0024795532
Low Tox 0.0414203 Low Con 0.272 Call_To_Action
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
We need ice not nice.
We need ice not nice.
Identity Attack0.0040512653
Insult0.015948927
Profanity0.01579636
Threat0.00780612
Severe Toxicity0.0016593933
Low Tox 0.0414203 Low Con 0.287
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
the problem is that they came in such mass from one area. hence they never needed to adapt or assimilate with current Canadian culture. no other culture acts this way btw.
the problem is that they came in such mass from one area. hence they never needed to adapt or assimilate with current Canadian culture. no other culture acts this way btw.
Identity Attack0.027815815
Insult0.014960921
Profanity0.010467518
Threat0.006097279
Severe Toxicity0.0012493134
Low Tox 0.041172907 Low Con 0.265 Identity_Assertion
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Western countries need to rise and restore sovreignty. We’re running out of time
Western countries need to rise and restore sovreignty. We’re running out of time
Identity Attack0.013847848
Insult0.013592913
Profanity0.014703264
Threat0.008789998
Severe Toxicity0.0014209747
Low Tox 0.041172907 Low Con 0.236 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - …
yeah, in 1950s - pop 18K now 750K - what is the unemp rate? what is the rate of new business starts? the gov needs to have policies to integrate them not pay taxes - really u people need to teach ur people
Identity Attack0.0026823445
Insult0.021997316
Profanity0.011577694
Threat0.006039023
Severe Toxicity0.00084400177
Low Tox 0.040925518 Moderate Con 0.434 Economic_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us …
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us how the economy will collapse if we dont bring masive number of new workers.
Identity Attack0.0061046463
Insult0.018967867
Profanity0.012346277
Threat0.0069646453
Severe Toxicity0.0009965897
Low Tox 0.040925518 Constructive 0.507
Aug 29, 2025 Why Canadians Are Turning Against …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was in civil war. These ppl that are here as a student and temporary residents,, must understand the law and that there is a legal way to come and live here. If they force themselves to stay, then we need worse than ice for them to face.. with crimes, healthcare and employment rate down, its the best option
Identity Attack0.008657498
Insult0.018001022
Profanity0.011458136
Threat0.008453408
Severe Toxicity0.0014877319
Low Tox 0.04067813 Constructive 0.736 Personal_Narrative
Jan 16, 2026 2.9 million Canadian temporary visas …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated …
Great start. 64% decrease in foreign students is a huge cut and definitely needed. Middle class tax cut is a step in the right direction and the $10 NSF fee is actually a huge underrated change. I’ll admit I’ve been in the situation where I forgot which day my bill is coming out and didn’t have my bank account prepared accordingly. Getting slapped with $50+ NSF fees just made it even worse. Nice to see a cap on that now as I felt like companies were abusing it.
Identity Attack0.007214582
Insult0.018129934
Profanity0.014464149
Threat0.0077025536
Severe Toxicity0.0011014938
Low Tox 0.04067813 Constructive 0.76 Policy_Critique
Jan 21, 2026 Canada’s new rules in 2026
Good for Quebec! Now we need remigration
Good for Quebec! Now we need remigration
Identity Attack0.017163984
Insult0.012490907
Profanity0.010996987
Threat0.007547205
Severe Toxicity0.0014591217
Low Tox 0.04067813 Moderate Con 0.326
Nov 26, 2025 Quebec Ends Economic Immigration Program …
I am 60 and needed to take a 2nd job
I am 60 and needed to take a 2nd job
Identity Attack0.008620501
Insult0.011654901
Profanity0.021125201
Threat0.009281937
Severe Toxicity0.0020980835
Low Tox 0.040183347 Moderate Con 0.457 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
So there is already 1 million Canadians without work and it's hurting our young Canadians where is the 1 million in waiting getting a job. We need new immigration laws its way out of hand.
Identity Attack0.018771807
Insult0.014390918
Profanity0.009733095
Threat0.0070552654
Severe Toxicity0.0011301041
Low Tox 0.039935954 Constructive 0.597 Economic_Argument
Jan 20, 2026 5 likes Why Canada’s immigration system has …
INTERNATIONAL.STUDENTS IF ITS TRUE IF ITS TRUE, ACCORDING TO.INSTITUTION OR COLLEGE PAID DOUBLE TUTION FEE MORE THAN THE LOCAL CANADIAN OR PERMANENT RESIDENT, IF THIS IS TRUE, FROM THE COUNTRY OF ORIGIN WHERE THEY CAME …
INTERNATIONAL.STUDENTS IF ITS TRUE IF ITS TRUE, ACCORDING TO.INSTITUTION OR COLLEGE PAID DOUBLE TUTION FEE MORE THAN THE LOCAL CANADIAN OR PERMANENT RESIDENT, IF THIS IS TRUE, FROM THE COUNTRY OF ORIGIN WHERE THEY CAME FROM, DOES THE SCHOOL OR ANY INSTITUTIONIM CANADA DO THE SAME REQUIREMENTS THAT NEEDED BEFORE YOU ELIGIBLE TO ACCEPT IN CANADIAN COLLEGE OR UNIVERSITY?? SUCH AS, HIGH SCHOOL GPA? ENGLISH PROFICIENCY IN PROGRAM OR COURSE NEEDED??AND MORE MANDATED REQUIRED BY COLLEGES OR UNIVERSITY??
Identity Attack0.010581387
Insult0.018967867
Profanity0.012892825
Threat0.0062785195
Severe Toxicity0.0015926361
Low Tox 0.039935954 Moderate Con 0.34
Oct 17, 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.