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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: "as a Canadian i can …" 3,707 comments · Page 114 of 149
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, …
I’m first generation born Canadian to Central American parents. They’ve done their part to be Canadian and love this country and yes we have faced racism before as most minorities, we still respect this country, love it and we know that it’s a niche amount of Canadians that act like that. My parents have done their best to be Canadians and have been accepted as much. These new ones ? Ya idk, not like it used to be apparently
Identity Attack0.04951127
Insult0.028502205
Profanity0.014259194
Threat0.006136116
Severe Toxicity0.0020313263
Low Tox 0.09112182 Constructive 0.748
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
Identity Attack0.0440973
Insult0.030485468
Profanity0.010365041
Threat0.007068211
Severe Toxicity0.0015640259
Low Tox 0.09112182 Low Con 0.293 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Canadian here, we are not divided. We all are on one page on this issue. Controlled immigration
Identity Attack0.048995655
Insult0.024640027
Profanity0.012517073
Threat0.006537435
Severe Toxicity0.0017261505
Low Tox 0.09033044 Constructive 0.578 Identity_Assertion
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
23:18 Canadian Kangna Ranaut 😂😂😂
23:18 Canadian Kangna Ranaut 😂😂😂
Identity Attack0.0233943
Insult0.023221988
Profanity0.025360947
Threat0.0077802283
Severe Toxicity0.004386902
Low Tox 0.09033044 Low Con 0.232 Humor_Satire
Aug 25, 2025 Why Canadians Are Turning Against …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow these are the realist Canadians Ive ever seen! I apologize Canada for all the mean stuff I said in the past.
Wow these are the realist Canadians Ive ever seen! I apologize Canada for all the mean stuff I said in the past.
Identity Attack0.04435511
Insult0.030485468
Profanity0.011099464
Threat0.0062267366
Severe Toxicity0.0019264221
Low Tox 0.09033044 Constructive 0.597
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants …
Housing and health care for Canadians are out of control, something needs to be done and if this is what it takes then so be it, one of the main reasons is too many immigrants allowed in to the country. Canadian youth born here simply can not find entry level work, I am not anti immigration, I am for limited immigration with better vetting.
Identity Attack0.057492398
Insult0.024124376
Profanity0.010279642
Threat0.006602164
Severe Toxicity0.0019264221
Low Tox 0.08953904 Constructive 0.757 Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
Must've been a nice "paid vacation"for all these refugee claimants. $50k+ annual for each for claimants while Canadians are homeless and struggling to survive.
Must've been a nice "paid vacation"for all these refugee claimants. $50k+ annual for each for claimants while Canadians are homeless and struggling to survive.
Identity Attack0.051353373
Insult0.027841117
Profanity0.010143006
Threat0.0070034824
Severe Toxicity0.0018119812
Low Tox 0.08874765 Moderate Con 0.448 Unverified_Claim
Dec 24, 2025 2 likes Deportations From Canada at Their …
These ‘native canadians’ originated from Europe btw.
These ‘native canadians’ originated from Europe btw.
Identity Attack0.06340405
Insult0.022899706
Profanity0.015010698
Threat0.0062914654
Severe Toxicity0.0022697449
Low Tox 0.08874765 Low Con 0.173 Identity_Assertion
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, I'm not from Ontario. I live in a small town up north, so i dont reguarly see immigrants/people from different ethnic backgrounds.
Identity Attack0.10221587
Insult0.019419061
Profanity0.013678487
Threat0.006420923
Severe Toxicity0.0018119812
Low Tox 0.08874765 Constructive 0.773 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Most “Canadians” I’ve met in my life weren’t born in Canada and have foreign accents. They are dual nationals from the Middle East and Asia in general. They are using the system, deliberately.
Most “Canadians” I’ve met in my life weren’t born in Canada and have foreign accents. They are dual nationals from the Middle East and Asia in general. They are using the system, deliberately.
Identity Attack0.06795148
Insult0.024640027
Profanity0.013029462
Threat0.006246155
Severe Toxicity0.0018978119
Low Tox 0.08874765 Moderate Con 0.442 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
One person is direct and clear and the other one is using political-speak which is intentionally unclear. If you have the well-being of Canadian citizens as your top priority, why would you not be clear …
One person is direct and clear and the other one is using political-speak which is intentionally unclear. If you have the well-being of Canadian citizens as your top priority, why would you not be clear and direct? Even if being honest is embarrassing or inconvenient, it is the expectation of every Canadian citizen.
Identity Attack0.017867407
Insult0.037395194
Profanity0.012175481
Threat0.005974294
Severe Toxicity0.0011587143
Low Tox 0.08795626 Constructive 0.561
Oct 2, 2025 IRCC Names India in Study …
sir those are not native canadians
sir those are not native canadians
Identity Attack0.06795148
Insult0.021675033
Profanity0.014293353
Threat0.0064015044
Severe Toxicity0.002040863
Low Tox 0.08795626 Low Con 0.193 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian economy is heavily propped up with exploiting people, everyone gets a share of the spoils, colleges, employment, real estate 10s of billions of dollars 2 million people by $500 a month in rent minimum …
Canadian economy is heavily propped up with exploiting people, everyone gets a share of the spoils, colleges, employment, real estate 10s of billions of dollars 2 million people by $500 a month in rent minimum 2 million x 365 days x $10 in food 2 million x $20,000 in tuition per year, and this is all low end numbers I'm using.
Identity Attack0.028016793
Insult0.03070583
Profanity0.0127561875
Threat0.0069387536
Severe Toxicity0.0020503998
Low Tox 0.08795626 Moderate Con 0.489 Economic_Argument
Feb 5, 2026 Inside Canada's Indian Invasion...
Let's face it, there's no such as being Canadian. To be Canadian is to leave in Canada. In 100 Years from now, Canada will likely either not exist or have an completely different name.
Let's face it, there's no such as being Canadian. To be Canadian is to leave in Canada. In 100 Years from now, Canada will likely either not exist or have an completely different name.
Identity Attack0.060220852
Insult0.020837102
Profanity0.011543535
Threat0.00789674
Severe Toxicity0.0022411346
Low Tox 0.08795626 Low Con 0.243
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
the government gives places like tims incentives to higher immigrants workers they can pay less then minimum wage and our government fronts the rest that's why they get the job over Canadian born people.
the government gives places like tims incentives to higher immigrants workers they can pay less then minimum wage and our government fronts the rest that's why they get the job over Canadian born people.
Identity Attack0.059311368
Insult0.021610579
Profanity0.011099464
Threat0.0067316215
Severe Toxicity0.0018119812
Low Tox 0.08716487 Constructive 0.553
Jan 27, 2026 Inside Canada's Indian Invasion...
The title should read “How The liberals Broke The Canadian Immigration System”
The title should read “How The liberals Broke The Canadian Immigration System”
Identity Attack0.03636306
Insult0.027347196
Profanity0.010996987
Threat0.0073789097
Severe Toxicity0.0014972687
Low Tox 0.08716487 Low Con 0.131 Meta_Commentary
Jun 19, 2025 3 likes How Canada broke its immigration …
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
Identity Attack0.06158508
Insult0.026315894
Profanity0.0128245065
Threat0.006356194
Severe Toxicity0.0019454956
Low Tox 0.08716487 Moderate Con 0.395
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It is difficult and it would be far easier if there were just so many Canadians here that none of us have to adapt or learn a new language but could simply live in an insular community of Canadians and transplant our own culture here. When I go back to Canada I see that that is exactly what has happened there.
Identity Attack0.04564415
Insult0.030595649
Profanity0.01579636
Threat0.006097279
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.757 Personal_Narrative
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
So....nothing that actually puts real dollars in canadians pockets. Surprise Surprise. Keep voting liberal!
Identity Attack0.026207991
Insult0.032138187
Profanity0.012107162
Threat0.0062849927
Severe Toxicity0.0015544891
Low Tox 0.08637348 Low Con 0.164 Economic_Argument
Jan 15, 2026 Canada’s new rules in 2026
immigration is not the problem The people who doesnt support canadian values, civic sense, mindest.
immigration is not the problem The people who doesnt support canadian values, civic sense, mindest.
Identity Attack0.053399716
Insult0.024511116
Profanity0.010194245
Threat0.0062914654
Severe Toxicity0.001745224
Low Tox 0.08637348 Low Con 0.252 Policy_Critique
Jan 25, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
New rules favouring 'new citizens' whilst 'old stock' Canadians struggle.
New rules favouring 'new citizens' whilst 'old stock' Canadians struggle.
Identity Attack0.04332388
Insult0.028722567
Profanity0.010621235
Threat0.007689608
Severe Toxicity0.0018310547
Low Tox 0.08637348 Low Con 0.28 Policy_Critique
Jan 18, 2026 37 likes Canada’s new rules in 2026
My parents immigrated to Canada from Portugal. They set about trying to be even more Canadian than someone born here. I have no problem with immigration, but I do start to when people refuse to …
My parents immigrated to Canada from Portugal. They set about trying to be even more Canadian than someone born here. I have no problem with immigration, but I do start to when people refuse to adopt our customs and ways and just act as though they are still in India and don't respect Canada- the country they have moved to. They take advantage of our health care systems, benefits etc etc. I find it sad that Canada is starting to look nothing like the country I remember in my youth.
Identity Attack0.06340405
Insult0.024768941
Profanity0.01220964
Threat0.0061037517
Severe Toxicity0.002193451
Low Tox 0.085582085 Constructive 0.734
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The biker is a true Canadian 😂
The biker is a true Canadian 😂
Identity Attack0.04177703
Insult0.029053112
Profanity0.016752819
Threat0.006530962
Severe Toxicity0.0025177002
Low Tox 0.085582085 Moderate Con 0.358 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Immigration isnt bad...its good. But open borders and a very flast influx of foreigners isnt. It doesn't make them assimilate nor does it help canadians assimilate to them. They just avoid eachother until they can't. …
Immigration isnt bad...its good. But open borders and a very flast influx of foreigners isnt. It doesn't make them assimilate nor does it help canadians assimilate to them. They just avoid eachother until they can't. Immigration is supposed to be a process/privilege, not to be taken for granted. Do it slow and nobody will even notice.
Identity Attack0.057492398
Insult0.021288296
Profanity0.012141321
Threat0.007547205
Severe Toxicity0.0020122528
Low Tox 0.085582085 Moderate Con 0.419
Jan 27, 2026 Inside Canada's Indian Invasion...

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.