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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: "The "immigrants" are not the …" 3,653 comments · Page 143 of 147
Actually support for tightened immigration controls is extremely high.
Actually support for tightened immigration controls is extremely high.
Identity Attack0.012061302
Insult0.008899884
Profanity0.011099464
Threat0.006537435
Severe Toxicity0.0010299683
Low Tox 0.023906821 Moderate Con 0.38 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
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 …
As a Canadian immigrant, I didn’t have any special treatments (given a job, medical and money to live here….). Anyone wants to live in Canada, should follow Canadian laws, regulations, and respect Canadians! Try not …
As a Canadian immigrant, I didn’t have any special treatments (given a job, medical and money to live here….). Anyone wants to live in Canada, should follow Canadian laws, regulations, and respect Canadians! Try not to change what Canada has.
Identity Attack0.013345404
Insult0.010362893
Profanity0.009903891
Threat0.005893383
Severe Toxicity0.00072956085
Low Tox 0.023671126 Constructive 0.667 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
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 …
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was …
We can thank the Liberal party and J.T for letting in way too many immigrants since 2017. He solidified many votes for te liberals by doing so. It wasnt to help Canada grow. It was to help the Liberal Party grow.
Identity Attack0.010433395
Insult0.011692902
Profanity0.00995513
Threat0.0061878995
Severe Toxicity0.0008392334
Low Tox 0.02343543 Constructive 0.651 Policy_Critique
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Canada is still taking in 400k immigrants this year, that is no small number. Just building homes for 400k people in the major cities is a challenge.
Canada is still taking in 400k immigrants this year, that is no small number. Just building homes for 400k people in the major cities is a challenge.
Identity Attack0.013646871
Insult0.009678889
Profanity0.009109689
Threat0.00636914
Severe Toxicity0.0007867813
Low Tox 0.02343543 Moderate Con 0.406 Economic_Argument
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 …
As a beloved-canada, i give 2 advice. The first, canada needs not only limit immigration but also set/establish quota for each regions/countries where have a huge number immigants apply to canada (for example: india 30.000 immigrant/year, china 20.000 immigrants/year,....). The second, canada must empower for each territories/provinces to decide how much foreign people can study/work/live in there
Identity Attack0.015857628
Insult0.008994885
Profanity0.009562299
Threat0.006356194
Severe Toxicity0.0008916855
Low Tox 0.022964042 Constructive 0.576 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
She should be immigration Minister under Carney's government
She should be immigration Minister under Carney's government
Identity Attack0.008361516
Insult0.010362893
Profanity0.011594773
Threat0.006647474
Severe Toxicity0.000872612
Low Tox 0.022964042 Low Con 0.238
Sep 29, 2025 IRCC Names India in Study …
What are the causes that immigrants are leaving canada.
What are the causes that immigrants are leaving canada.
Identity Attack0.018392684
Insult0.0023595204
Profanity0.000028780689
Threat0.00033674616
Severe Toxicity0.0000038822745
Low Tox 0.022944557
Apr 28, 2025
Time for the police to start checking the immigration status of people they come into contact with.
Time for the police to start checking the immigration status of people they come into contact with.
Identity Attack0.0102854045
Insult0.008747884
Profanity0.010365041
Threat0.0071070488
Severe Toxicity0.0007677078
Low Tox 0.022846194 Moderate Con 0.308 Call_To_Action
Jan 15, 2026 12 likes 2.9 million Canadian temporary visas …
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). …
Changes to immigration are welcome. In Quebec things are far more complicated as integration and language come into play. Most immigrants struggle to build a life in Canada due to expensive housing (renting or ownership). Canada was also accepting too many professional immigrants (engineering, business, consulting, IT, accounting) when we desperately need trades, construction workers and mechanics. The reduction in immigration and foreign students to sustainable levels is long overdue.
Identity Attack0.012842959
Insult0.010096892
Profanity0.00904991
Threat0.0060778605
Severe Toxicity0.0007867813
Low Tox 0.022846194 Constructive 0.721 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
Canada has immigration officers?
Canada has immigration officers?
Identity Attack0.012240025
Insult0.009640889
Profanity0.010091767
Threat0.006084333
Severe Toxicity0.00084400177
Low Tox 0.022374803 Low Con 0.22 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
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 …
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and …
Before u give Trudeau senior any credit , he was the one who started the change in Canada from a producer to a service country from bring in immigrants that produced in the 50’s and 60’s to bringing in low paying service jobs from the 70’s till now. This decline started 50 years ago
Identity Attack0.0071775843
Insult0.012946909
Profanity0.008938893
Threat0.005825418
Severe Toxicity0.0005698204
Low Tox 0.022256956 Moderate Con 0.468 Policy_Critique
Feb 20, 2026 3 likes LILLEY UNLEASHED: The fall of …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I assimilated to Canadian culture because this is where I live, my home, I want to be part of Canadian culture not too change it.
Identity Attack0.015455672
Insult0.00983089
Profanity0.011936366
Threat0.0064468146
Severe Toxicity0.0009393692
Low Tox 0.022021262 Constructive 0.777 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Immigration wasn’t designed to help Canadians. It was designed to protect profits. The rich gained. Corporations gained. Government gained statistics. Society paid the cost.
Immigration wasn’t designed to help Canadians. It was designed to protect profits. The rich gained. Corporations gained. Government gained statistics. Society paid the cost.
Identity Attack0.008916483
Insult0.010476895
Profanity0.009562299
Threat0.005935457
Severe Toxicity0.00074386597
Low Tox 0.021903414 Moderate Con 0.352 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I haven't met a single Canadian that says immigration is not a problem..I'm an immigrant myself, but came here by applying and going through countless interviews etc..like most in the 90s. Guess what , we …
I haven't met a single Canadian that says immigration is not a problem..I'm an immigrant myself, but came here by applying and going through countless interviews etc..like most in the 90s. Guess what , we all integrated and learned the language and customs ...as everyone should
Identity Attack0.011247349
Insult0.009982891
Profanity0.0113215
Threat0.005922511
Severe Toxicity0.0007581711
Low Tox 0.021667719 Constructive 0.785 Personal_Narrative
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
Identity Attack0.013144426
Insult0.009260887
Profanity0.010518758
Threat0.006051969
Severe Toxicity0.0008010864
Low Tox 0.021667719 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just …
Immigration is essential for Canada to survive.. but... it needs to be a reasonable, controlled intake. Global situations have pushed Canada to take more than they could manage. We don't need to stop immigration, just get control of it again. Also, yes, people coming in need to become Canadian... if you come here it's because you expect it to be better than where ever you left... so you need to embrace what's here, not try and change what's here to whatever you left.
Identity Attack0.009693438
Insult0.010096892
Profanity0.009118228
Threat0.0063497215
Severe Toxicity0.00071048737
Low Tox 0.021667719 Constructive 0.701 Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
My immigrants parent came to Canada and embraced everything about this country and raised us kids as Canadian
Identity Attack0.013646871
Insult0.0086718835
Profanity0.013610168
Threat0.0066151097
Severe Toxicity0.0011396408
Low Tox 0.021314176 Constructive 0.552 Personal_Narrative
Sep 5, 2025 2 likes Why Canadians Are Turning Against …
Because immigration has become so out of control in Canada nobody trusts Canadians anymore. 😢🇺🇲🇨🇦
Because immigration has become so out of control in Canada nobody trusts Canadians anymore. 😢🇺🇲🇨🇦
Identity Attack0.015731048
Insult0.0031742742
Profanity0.000049016406
Threat0.00020055371
Severe Toxicity0.000003492774
Low Tox 0.021102658
Dec 10, 2025
When my parents immigrated to Canada from the Caribbean in the mid-70's they held onto certain cultural customs, while assimilating to Canada. My father was very thankful to be here and was proud to be …
When my parents immigrated to Canada from the Caribbean in the mid-70's they held onto certain cultural customs, while assimilating to Canada. My father was very thankful to be here and was proud to be Canadian. Immigration today is not the same.
Identity Attack0.011765319
Insult0.00983089
Profanity0.009442741
Threat0.00579629
Severe Toxicity0.00061511993
Low Tox 0.02107848 Constructive 0.741 Personal_Narrative
Sep 20, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Brian, the population of dependent Immigrants (600k) is 3.33 times that of PEI (180k). Jason, we met on PEI back in the day with Liam at his Peaks Quay. Keep up the good work. Russ.
Identity Attack0.009989422
Insult0.00979289
Profanity0.009562299
Threat0.0061814263
Severe Toxicity0.0007724762
Low Tox 0.020960633 Constructive 0.774 Personal_Narrative
Feb 18, 2026 LILLEY UNLEASHED: The fall of …

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.