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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: "As a citizen of the …" 506 comments · Page 19 of 21
We are talking refugees here. Individual Immigrants get a work permit as part of their immigration and permanent residency package. Refugees get more benefits than Canadian citizens, Canadian senior citizens, and even Canadian Permanent Residents.
We are talking refugees here. Individual Immigrants get a work permit as part of their immigration and permanent residency package. Refugees get more benefits than Canadian citizens, Canadian senior citizens, and even Canadian Permanent Residents.
Identity Attack0.01766643
Insult0.010172892
Profanity0.00998929
Threat0.0060098954
Severe Toxicity0.000910759
Low Tox 0.025792383 Moderate Con 0.396
Dec 8, 2025 How much do refugees and …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free …
Canada and it's citizens are AMAZING for all the programs that help facilitate this. Canada's food banks are the most generous in the entire world. Come one, come all - Canada will give you free health insurance and better than basic income, just claim refugee. It'll take years to progress. Canada will also give interest free loans while you're here. Most just pool up their funds and buy businesses outright. There is simply no reason why not to leave America and go to Canada.
Identity Attack0.010433395
Insult0.011692902
Profanity0.010245483
Threat0.006110225
Severe Toxicity0.0010347366
Low Tox 0.025556687 Constructive 0.753 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
to have more babies you need to give good job wage to your citizen ... If people cannot feed themself, buy a home /retire, they won't have kids
Identity Attack0.003385304
Insult0.011122898
Profanity0.010604155
Threat0.0069516995
Severe Toxicity0.0008916855
Low Tox 0.025203144 Moderate Con 0.345
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when …
I was born in Canada and am a citizen who has paid all taxes on time and followed all the laws. I have been threatened by the government several times for no reason and when I suffered job loss, and EI ran out, was just told I was out of luck. I found work after going through my savings, but would have otherwise been homeless. THANKS CANADA.
Identity Attack0.0068446035
Insult0.012756908
Profanity0.009818493
Threat0.007081157
Severe Toxicity0.0011253357
Low Tox 0.025085296 Constructive 0.757
Feb 20, 2018 170 likes How much do refugees and …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is …
All international students are required to provide documents and statement letters in their student visa applications to prove that they intend to return to their home countries after their studies. The only thing that is expected (not guaranteed in any way) is a post-graduation work permit to give them a chance to acquire Canadian work experience and have enough points to apply for permanent residency if they choose to. The government should only be responsible for those who were already selected and approved for residency before changes to the regulations. All future applicants should be evaluated based on the latest changes. That is not new, and all current immigrant citizens had to adapt to the changes to requirements back in their time as well.
Identity Attack0.008250522
Insult0.013820915
Profanity0.011184863
Threat0.0063626673
Severe Toxicity0.0008869171
Low Tox 0.025085296 Constructive 0.622 Policy_Critique
Jan 22, 2026 Why Canada’s immigration system has …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments …
1st person spoke Absolutely the Truth ! Canada was built by immigrants and they loved Canadian Values and that’s why it was here all the way to 2018 With the Liberals Federal and PROVINCIAL Governments with what they did to every single Canadian Citizen ! All an Agenda and there’s going to be a major snap back ! I hope We as Humanity wake up and join together to bring peace and prosperity back not by government but by each and every single Culture has an.
Identity Attack0.010803374
Insult0.011578901
Profanity0.00998929
Threat0.0060778605
Severe Toxicity0.0010681152
Low Tox 0.023671126 Constructive 0.691
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you …
CBC keeps the propaganda rolling on and on..... anyone coming across the boarder gets free health care period but if you are a senior citizen in canada you lose your savings and property if you are admitted to a nursing home.... or have to stay in the hospital waiting to get into a nursing home FACT
Identity Attack0.004920715
Insult0.013402912
Profanity0.009434202
Threat0.0060260775
Severe Toxicity0.0007247925
Low Tox 0.023553278 Moderate Con 0.389
May 18, 2018 How much do refugees and …
That's not true, as a Canadian citizen i didn't see the difference on immigration.
That's not true, as a Canadian citizen i didn't see the difference on immigration.
Identity Attack0.013144426
Insult0.009507888
Profanity0.0098868115
Threat0.0057639256
Severe Toxicity0.00068187714
Low Tox 0.02343543 Constructive 0.579 Personal_Narrative
Dec 25, 2025 Deportations From Canada at Their …
If Canadian companies are not hiring Canadian citizens, who do you need to be looking at maybe the companies?
If Canadian companies are not hiring Canadian citizens, who do you need to be looking at maybe the companies?
Identity Attack0.013244915
Insult0.010096892
Profanity0.009664777
Threat0.0066733654
Severe Toxicity0.0008392334
Low Tox 0.02308189 Low Con 0.24
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
I migrated to Canada under the Harper immigration system was never ever a burden to social system paid houndreads and houndreads of thousands in taxes citizen now and proud Albertan
Identity Attack0.008028535
Insult0.010780896
Profanity0.009698936
Threat0.0058966195
Severe Toxicity0.0007200241
Low Tox 0.022256956 Constructive 0.643 Personal_Narrative
Feb 18, 2026 5 likes LILLEY UNLEASHED: The fall of …
“How does the government bring in so many more people?” Simple, the citizens let them.
“How does the government bring in so many more people?” Simple, the citizens let them.
Identity Attack0.003607291
Insult0.010438894
Profanity0.010433359
Threat0.0069516995
Severe Toxicity0.00084400177
Low Tox 0.021667719 Low Con 0.176 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make …
Maybe every taxpayer citizen of their country should do their own shutdown in unity and the government economicswill shut down because it will stop the flow of money and they need citizens money to make it work they would have no choice but to change legislation to protect their citizens instead of these citizens because all they did was use these do’s and do nots to make this socialism and make it work for them that’s why they do it it’s economic gain for them it’s huge profits
Identity Attack0.004236255
Insult0.010856897
Profanity0.012038844
Threat0.0066798385
Severe Toxicity0.0008773804
Low Tox 0.021549871 Low Con 0.283
Jan 28, 2018 3 likes How much do refugees and …
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
How much did they cost us in free benefits before they left? Should be zero government benefits unless you are a citizen.
Identity Attack0.0035332954
Insult0.011198899
Profanity0.009767254
Threat0.006641001
Severe Toxicity0.00071048737
Low Tox 0.021314176 Low Con 0.267 Economic_Argument
Dec 27, 2025 Deportations From Canada at Their …
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 …
Do the international students complaining about how they have to pay more for university than Canadian citizens not realize that we pay taxes that goes towards subsidizing our education?
Do the international students complaining about how they have to pay more for university than Canadian citizens not realize that we pay taxes that goes towards subsidizing our education?
Identity Attack0.0076585566
Insult0.0116169015
Profanity0.00951106
Threat0.0058448366
Severe Toxicity0.00064849854
Low Tox 0.020607091 Moderate Con 0.441
Oct 8, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
Being a citizen of Canada and 'Canadian' are two very different things.
Being a citizen of Canada and 'Canadian' are two very different things.
Identity Attack0.012139536
Insult0.009051885
Profanity0.010125926
Threat0.005877201
Severe Toxicity0.00079631805
Low Tox 0.019351736 Moderate Con 0.384 Identity_Assertion
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:54 Life saving health care treatment? What about Canadian citizens who've waited months/years in the queue for treatment?
5:54 Life saving health care treatment? What about Canadian citizens who've waited months/years in the queue for treatment?
Identity Attack0.0058826595
Insult0.009184887
Profanity0.009920971
Threat0.0064985976
Severe Toxicity0.0007247925
Low Tox 0.01822079 Moderate Con 0.442
Dec 24, 2025 1 likes Deportations From Canada at Their …
Using your citizens ?
Using your citizens ?
Identity Attack0.003884775
Insult0.00808288
Profanity0.00993805
Threat0.007417747
Severe Toxicity0.00096321106
Low Tox 0.017969469 Low Con 0.237
Dec 1, 2019 How much do refugees and …
They are alreay become canadian citizens
They are alreay become canadian citizens
Identity Attack0.0103594
Insult0.008424882
Profanity0.011048226
Threat0.006375613
Severe Toxicity0.00093460083
Low Tox 0.017843807 Low Con 0.255
Sep 28, 2025 IRCC Names India in Study …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then …
News reports in Europe indicate that Switzerland may be holding a referendum in July 2026 to cap the population of that country at 10 million. If the population at any point reaches 9.5 million, then Switzerland would be obligated to withdraw from certain treaties involving free movement of European citizens. Perhaps It's something to consider here in Canada, capping the population at no more than 40 million. Oops. We're already past that.
Identity Attack0.006770608
Insult0.009070885
Profanity0.0108774295
Threat0.0063950317
Severe Toxicity0.0008201599
Low Tox 0.017592486 Moderate Con 0.477 Comparative_Framing
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
As a Canadian citizen I’ve never made 50000.
As a Canadian citizen I’ve never made 50000.
Identity Attack0.008028535
Insult0.00815888
Profanity0.00995513
Threat0.0061425893
Severe Toxicity0.0006723404
Low Tox 0.016210219 Moderate Con 0.394
Oct 9, 2018 2 likes How much do refugees and …
Now its 80 to 20 temporary to citizen
Now its 80 to 20 temporary to citizen
Identity Attack0.003348306
Insult0.007854878
Profanity0.011253181
Threat0.007870848
Severe Toxicity0.0010156631
Low Tox 0.015581916 Low Con 0.209 Policy_Critique
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Good im a citizen
Good im a citizen
Identity Attack0.0042732526
Insult0.0081208795
Profanity0.014839902
Threat0.00746953
Severe Toxicity0.0015258789
Low Tox 0.015079274 Moderate Con 0.434 Identity_Assertion
Dec 25, 2025 Deportations From Canada at Their …
Oh citizens have definitely noticed.
Oh citizens have definitely noticed.
Identity Attack0.0025713511
Insult0.0086718835
Profanity0.010587076
Threat0.0062914654
Severe Toxicity0.00071048737
Low Tox 0.014513801 Low Con 0.279 Meta_Commentary
Feb 21, 2026 Canadian immigration officers investigating hundreds …
How about we help actual citizens first?
How about we help actual citizens first?
Identity Attack0.003607291
Insult0.007873878
Profanity0.010143006
Threat0.0067186756
Severe Toxicity0.00071048737
Low Tox 0.013885498 Low Con 0.28 Policy_Critique
Nov 24, 2025 Quebec Ends Economic Immigration Program …

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.