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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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30,738 comments · Page 826 of 1230
Please leave for your respective countries as Canada cannot afford to have more immigrants. The healthcare education economy and infrastructure cannot bear the burden. Thank you
Please leave for your respective countries as Canada cannot afford to have more immigrants. The healthcare education economy and infrastructure cannot bear the burden. Thank you
Identity Attack0.058401883
Insult0.02425329
Profanity0.010501678
Threat0.0066927844
Severe Toxicity0.00207901
Low Tox 0.09741997 Moderate Con 0.36
Jan 17, 2026 2.9 million Canadian temporary visas …
The father started the path to destruction. The son ended it.
The father started the path to destruction. The son ended it.
Identity Attack0.0068076057
Insult0.01890341
Profanity0.01846078
Threat0.03235042
Severe Toxicity0.0028800964
Low Tox 0.09741997 Low Con 0.217 Meta_Commentary
Feb 11, 2026 Canada's tighter immigration policy divides …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the reason for war over there.
Identity Attack0.04796442
Insult0.020063626
Profanity0.012585391
Threat0.009644418
Severe Toxicity0.0026130676
Low Tox 0.09741997 Constructive 0.541 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
Identity Attack0.08500996
Insult0.015872927
Profanity0.024131214
Threat0.010809537
Severe Toxicity0.0039100647
Low Tox 0.09741997 Constructive 0.583
Sep 18, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
My new years wish is for the liberals to go. We need a conservative government now.
My new years wish is for the liberals to go. We need a conservative government now.
Identity Attack0.030949092
Insult0.030154925
Profanity0.015044857
Threat0.009696201
Severe Toxicity0.0026130676
Low Tox 0.09741997 Moderate Con 0.394
Jan 9, 2026 New rules, regulations take effect …
If 1 in 4 Canadians is immigrant, then 1 in 4 Canadians isn't Canadian.
If 1 in 4 Canadians is immigrant, then 1 in 4 Canadians isn't Canadian.
Identity Attack0.09162762
Insult0.020708188
Profanity0.012312118
Threat0.006530962
Severe Toxicity0.0021076202
Low Tox 0.09741997 Low Con 0.212
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
divides the country??? Don't think so, I'm a liberal and I still think immigration was out of control.
divides the country??? Don't think so, I'm a liberal and I still think immigration was out of control.
Identity Attack0.04951127
Insult0.024124376
Profanity0.013951761
Threat0.006653947
Severe Toxicity0.0017356873
Low Tox 0.09741997 Constructive 0.639 Policy_Critique
Feb 12, 2026 5 likes Canada's tighter immigration policy divides …
2:03 this guy gets it!
2:03 this guy gets it!
Identity Attack0.010137413
Insult0.021288296
Profanity0.047173142
Threat0.014048163
Severe Toxicity0.0050354004
Low Tox 0.09741997 Low Con 0.296 Meta_Commentary
Feb 26, 2026 Inside Canada's Indian Invasion...
WE SHOULD ALL GO LIVE AT CARNEYS HOUSE HE CAN PAY ALL COST
WE SHOULD ALL GO LIVE AT CARNEYS HOUSE HE CAN PAY ALL COST
Identity Attack0.0065486208
Insult0.02051482
Profanity0.020988565
Threat0.010964886
Severe Toxicity0.0039863586
Low Tox 0.09741997 Low Con 0.202 Humor_Satire
Jan 4, 2026 New rules, regulations take effect …
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
You’re gonna start seeing American citizens coming very soon. I sure hope you have your tent cities ready.
Identity Attack0.033784978
Insult0.023479814
Profanity0.014839902
Threat0.0116639575
Severe Toxicity0.002708435
Low Tox 0.09741997 Low Con 0.234 Fear_Threat
Jan 3, 2026 4 likes New rules, regulations take effect …
Dude the guy with the helmet on 05:30 is Hilarious, Telling it like it is!
Dude the guy with the helmet on 05:30 is Hilarious, Telling it like it is!
Identity Attack0.006992595
Insult0.03257891
Profanity0.02071529
Threat0.008116818
Severe Toxicity0.002632141
Low Tox 0.09741997 Moderate Con 0.342 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
WHEN YOU HV NO INTENTION 😮TO WORK ITS ALWAYS (HARD) TO FIND WORK😂😂😂
WHEN YOU HV NO INTENTION 😮TO WORK ITS ALWAYS (HARD) TO FIND WORK😂😂😂
Identity Attack0.0044767405
Insult0.02212623
Profanity0.032643758
Threat0.0071847234
Severe Toxicity0.0037002563
Low Tox 0.09741997 Low Con 0.231 Humor_Satire
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Kenny is a long time wef member. An underling of Carnage.
Kenny is a long time wef member. An underling of Carnage.
Identity Attack0.0053276913
Insult0.04032305
Profanity0.02030538
Threat0.006641001
Severe Toxicity0.0016880035
Low Tox 0.09741997 Low Con 0.19 Unverified_Claim
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
Identity Attack0.008731495
Insult0.039444692
Profanity0.01220964
Threat0.005964585
Severe Toxicity0.0010919571
Low Tox 0.09741997 Constructive 0.675 Personal_Narrative
Nov 20, 2025 Quebec Ends Economic Immigration Program …
closing the barn door after the horse has bolted
closing the barn door after the horse has bolted
Identity Attack0.0049577127
Insult0.017012933
Profanity0.028640235
Threat0.025616571
Severe Toxicity0.0040626526
Low Tox 0.09741997 Low Con 0.22 Policy_Critique
Jan 19, 2026 42 likes Why Canada’s immigration system has …
Unbelievable what this country has turned into
Unbelievable what this country has turned into
Identity Attack0.02721288
Insult0.025284592
Profanity0.024541125
Threat0.0076637166
Severe Toxicity0.002784729
Low Tox 0.09741997 Low Con 0.255 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Ive been here for alist 10 years. here's the general Canadian narrative everyone says: "when we came we worked hard, but tge new commers don't want to work." it's a false argument based on assumption. …
Ive been here for alist 10 years. here's the general Canadian narrative everyone says: "when we came we worked hard, but tge new commers don't want to work." it's a false argument based on assumption. i think the main problem is actually the fake students. it has to do with the government and not the people.
Identity Attack0.020882076
Insult0.043250903
Profanity0.013268576
Threat0.0063626673
Severe Toxicity0.0014305115
Low Tox 0.09741997 Constructive 0.677
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
supply and demand at work here. this immigration issue should be blamed on corporations that want cheap labour that they control everything about. hold tim hortons and their ilk accountable. now stuff has got tough …
supply and demand at work here. this immigration issue should be blamed on corporations that want cheap labour that they control everything about. hold tim hortons and their ilk accountable. now stuff has got tough for everyone immigrants, students and citizens. companies have turned win win to lose lose lose.
Identity Attack0.034042787
Insult0.029934563
Profanity0.01220964
Threat0.0074436385
Severe Toxicity0.001964569
Low Tox 0.09741997 Moderate Con 0.475
Sep 29, 2025 IRCC Names India in Study …
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
Identity Attack0.0775651
Insult0.019934712
Profanity0.015659723
Threat0.007327127
Severe Toxicity0.0021457672
Low Tox 0.09741997 Low Con 0.266 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Are there 800k Canadians living in India? The West needs to wake up fast.
Are there 800k Canadians living in India? The West needs to wake up fast.
Identity Attack0.061130337
Insult0.025026767
Profanity0.012551232
Threat0.00789674
Severe Toxicity0.002784729
Low Tox 0.09741997 Low Con 0.192
Sep 22, 2025 307 likes Inside Canada's Indian Metropolis (Brampton)
What a joke!
What a joke!
Identity Attack0.0017943961
Insult0.036104713
Profanity0.01620627
Threat0.0062332097
Severe Toxicity0.0014019012
Low Tox 0.0969861 Low Con 0.298 Humor_Satire
Jan 14, 2026 Canada’s new rules in 2026
It’s ironic to complain about mass migration, when your own ancestors did it 500 years ago too. 😂
It’s ironic to complain about mass migration, when your own ancestors did it 500 years ago too. 😂
Identity Attack0.036878675
Insult0.024511116
Profanity0.013302735
Threat0.0062849927
Severe Toxicity0.0016975403
Low Tox 0.0969861 Moderate Con 0.313 Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
MASS deportation before its too late, otherwise Canada will be lost..... .(from 2015-2025, 35 mil- 41 mil)
Identity Attack0.029917859
Insult0.017743196
Profanity0.0113215
Threat0.018192071
Severe Toxicity0.002746582
Low Tox 0.0969861 Low Con 0.285
Oct 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits and issuing so many student visas. Canadians should hold government accountable and elected members and see who gets profit by forming such enterprises.
Identity Attack0.06340405
Insult0.030154925
Profanity0.010774951
Threat0.0074048014
Severe Toxicity0.0019836426
Low Tox 0.0969861 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 1 likes 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.