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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 878 of 1230
An investigation should be launched in to the so called lawyers and others involved in this mess.
An investigation should be launched in to the so called lawyers and others involved in this mess.
Identity Attack0.003866276
Insult0.030926194
Profanity0.017094411
Threat0.009618527
Severe Toxicity0.0013828278
Low Tox 0.07054565 Low Con 0.146
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
The pollution in Mumbai has scarred the rest of beautiful India. Very sad. Cuz thenother 98% of India is beautiful.
The pollution in Mumbai has scarred the rest of beautiful India. Very sad. Cuz thenother 98% of India is beautiful.
Identity Attack0.033527173
Insult0.021997316
Profanity0.015420608
Threat0.00713294
Severe Toxicity0.0017738342
Low Tox 0.07054565 Constructive 0.54 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Sikh people are actually the nicest indians.
Sikh people are actually the nicest indians.
Identity Attack0.06249457
Insult0.018065477
Profanity0.027683776
Threat0.008764107
Severe Toxicity0.0037765503
Low Tox 0.07054565 Moderate Con 0.421
Oct 5, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Why do they have a homeless guy explaining this?
Why do they have a homeless guy explaining this?
Identity Attack0.009064475
Insult0.02708937
Profanity0.013302735
Threat0.0069646453
Severe Toxicity0.0016117096
Low Tox 0.07054565 Low Con 0.213
Dec 14, 2025 How Canada broke its immigration …
Diversity isn't always a good thing...
Diversity isn't always a good thing...
Identity Attack0.026609946
Insult0.020579277
Profanity0.013473531
Threat0.0066086366
Severe Toxicity0.0015544891
Low Tox 0.07054565 Moderate Con 0.307 Moral_Argument
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
In canada you cant aay that knife os for protection. If you get stopped with that and you tell the RCMP thats its use- you now have it with intent. And youll get charged.. if …
In canada you cant aay that knife os for protection. If you get stopped with that and you tell the RCMP thats its use- you now have it with intent. And youll get charged.. if you get caught with a knige its for work or something. Never because its a bad neighborhood, or protection etc.
Identity Attack0.012441003
Insult0.021868404
Profanity0.016752819
Threat0.012958534
Severe Toxicity0.0023937225
Low Tox 0.07054565 Moderate Con 0.367 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from India is that if they have the opportunity to skip or cheat on a test, they take it. I know this firsthand. Another important fact is the population of India; they are around 1,300 millons people, but only 1% of those people can collapse the immigration system of a country, in this case, Canada. And Canada allowed it. Last but not least, I don't know if deodorant is forbidden in India, but they smell really bad.
Identity Attack0.036105253
Insult0.027730936
Profanity0.015693882
Threat0.0076507707
Severe Toxicity0.0019073486
Low Tox 0.07054565 Constructive 0.679
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
10:10 @cfl_rutas in the background riding ✔️🦾
10:10 @cfl_rutas in the background riding ✔️🦾
Identity Attack0.0056236745
Insult0.014960921
Profanity0.031391226
Threat0.012751401
Severe Toxicity0.0044441223
Low Tox 0.07054565 Moderate Con 0.301 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Pay Attention Canada Trump Is Out To Get You Next
Pay Attention Canada Trump Is Out To Get You Next
Identity Attack0.009101473
Insult0.02567133
Profanity0.013678487
Threat0.010705971
Severe Toxicity0.0024414062
Low Tox 0.07054565 Low Con 0.098
Jan 5, 2026 New rules, regulations take effect …
Sds program abused and Canadian government is responsible
Sds program abused and Canadian government is responsible
Identity Attack0.023997234
Insult0.028061481
Profanity0.012038844
Threat0.0068287146
Severe Toxicity0.0016880035
Low Tox 0.07054565 Low Con 0.265 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Your guest is asking…we don’t know where those students are going….everyone knows they are going to TRUCKING schools…everybody knows that! Don’t pretend you don’t please!
Your guest is asking…we don’t know where those students are going….everyone knows they are going to TRUCKING schools…everybody knows that! Don’t pretend you don’t please!
Identity Attack0.004162259
Insult0.027347196
Profanity0.014600786
Threat0.007249452
Severe Toxicity0.0015640259
Low Tox 0.07054565 Moderate Con 0.311 Unverified_Claim
Jan 20, 2026 1 likes Why Canada’s immigration system has …
But Sikhs are very helpful.
But Sikhs are very helpful.
Identity Attack0.059311368
Insult0.021675033
Profanity0.018734055
Threat0.007301235
Severe Toxicity0.002822876
Low Tox 0.07054565 Moderate Con 0.447 Identity_Assertion
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Dont trade with them
Dont trade with them
Identity Attack0.008657498
Insult0.019741343
Profanity0.020442016
Threat0.0103175985
Severe Toxicity0.0019359589
Low Tox 0.07054565 Low Con 0.277
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation …
Liberals don't see migrants as a problem because they fall back on the reality that Canada was built with the help of immigrants. But that was a long time ago. It was a different situation completely. There needed to be people brought in to build, plant and develop the country at that time. We are no longer in need of mass migration as we already have a developed country. I wonder how many of the liberals would change their positions if the policy was, if you want a new migrant to come into Canada you have to pay for them out of your own paycheques and if you don't want a new migrant you don't have to pay. Pretty sure, very few people would want to pay when it is put that way but we are ALL forced to pay to cover that tab.
Identity Attack0.036105253
Insult0.028171662
Profanity0.013166099
Threat0.006763986
Severe Toxicity0.0016498566
Low Tox 0.07054565 Constructive 0.734 Policy_Critique
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
പെരുമ്പാവൂർ😂
പെരുമ്പാവൂർ😂
Identity Attack0.010433395
Insult0.02618698
Profanity0.06495911
Threat0.0097738765
Severe Toxicity0.004558563
Low Tox 0.07054565 Low Con 0.201 Meta_Commentary
Feb 10, 2026 Inside Canada's Indian Invasion...
Canada. The India of the North.
Canada. The India of the North.
Identity Attack0.046159767
Insult0.02212623
Profanity0.013063621
Threat0.0065568537
Severe Toxicity0.0022411346
Low Tox 0.07054565 Low Con 0.295 Comparative_Framing
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Carney is making Canada economy weak and unemployment rate will be shooting up this year. Hold tight.
Carney is making Canada economy weak and unemployment rate will be shooting up this year. Hold tight.
Identity Attack0.0052906936
Insult0.028832749
Profanity0.011594773
Threat0.009799767
Severe Toxicity0.0014877319
Low Tox 0.07054565 Low Con 0.192
Jan 20, 2026 1 likes Why Canada’s immigration system has …
YEET THE JEETS!!! EVERY LAST ONE !!!
YEET THE JEETS!!! EVERY LAST ONE !!!
Identity Attack0.004643231
Insult0.016632931
Profanity0.020442016
Threat0.03304107
Severe Toxicity0.0042915344
Low Tox 0.07054565 Low Con 0.222 Identity_Assertion
Jan 27, 2026 31 likes Inside Canada's Indian Invasion...
Absolutely unacceptable Irreversible risk
Absolutely unacceptable Irreversible risk
Identity Attack0.0040142676
Insult0.019676886
Profanity0.017777596
Threat0.0077802283
Severe Toxicity0.0021076202
Low Tox 0.07054565 Moderate Con 0.327
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I saw these videos before my trip to Toronto in September … it made me think Brampton would be run down … it’s not Brampton is quite affluent and the south asians of Toronto are …
I saw these videos before my trip to Toronto in September … it made me think Brampton would be run down … it’s not Brampton is quite affluent and the south asians of Toronto are much more generous than their USA counterparts … I was pleasantly surprised
Identity Attack0.0440973
Insult0.021288296
Profanity0.013780965
Threat0.008505191
Severe Toxicity0.0019931793
Low Tox 0.07054565 Constructive 0.682 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, …
Well, I'm gonna give you Canada Immigration an advice on how to catch these people and all those in other countries who has the same situation. These people are doing jobs like delivery like Uber, Skip, Doordash, etc., BUT...they are not using their legal name to apply for that instead they are using another person's account to do that job, whose account is legal and had been in the job for so many years. The connection between those people is not relevant to any gang or organizations but they operate like one, the advantage is both parties earn money while in their eyes is "legal". This is normal settings in my country(3rd world country), you have several taxis and you need to hire drivers to operate, its up to you if you're gonna hire legit drivers or not, the only difference is that the undocumented driver is cheaper. And how do I know these things, I work in a fastfood chain in Waterloo, you need to identify which order the driver will pickup and the delivery driver need to verify the order by the order number through the app but sometimes you can see the Account's photo is different from the delivery driver, so yeah, that's the gist of it. I have no idea why modern countries like Canada and America are so "dumb" or lack of critical thinking when it comes to crimes like this, but I guess people and politicians are the same all over the world. And now, they are bringing more people without checking their background, if there's any criminal record or such, oh yeah, speaking of that, how do you verify those records from another country if those records can be produced with 3rd party company in which an employee from a government institution is behind it to make it more look like it is legit.
Identity Attack0.025203101
Insult0.028392024
Profanity0.016889455
Threat0.0076119336
Severe Toxicity0.0020217896
Low Tox 0.07054565 Constructive 0.755
Sep 29, 2025 IRCC Names India in Study …
Its been a tragedy for the jobless homeless Canadians
Its been a tragedy for the jobless homeless Canadians
Identity Attack0.038167715
Insult0.024640027
Profanity0.010757872
Threat0.0067834044
Severe Toxicity0.0016975403
Low Tox 0.07054565 Moderate Con 0.376 Economic_Argument
Nov 22, 2025 9 likes Quebec Ends Economic Immigration Program …
Vassy is a propagandist, not an interviewer.
Vassy is a propagandist, not an interviewer.
Identity Attack0.002848835
Insult0.034451995
Profanity0.01261955
Threat0.0060260775
Severe Toxicity0.00086307526
Low Tox 0.07054565 Low Con 0.137 Meta_Commentary
Feb 24, 2026 'We do know that there's …
All the real Canadians who want to get away should move to Alberta and join the secession movement
All the real Canadians who want to get away should move to Alberta and join the secession movement
Identity Attack0.035589635
Insult0.02103047
Profanity0.011714331
Threat0.0086087575
Severe Toxicity0.001783371
Low Tox 0.07054565 Low Con 0.226
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Nah, elbows up!
Nah, elbows up!
Identity Attack0.004328749
Insult0.020385906
Profanity0.027683776
Threat0.012181788
Severe Toxicity0.0030326843
Low Tox 0.07054565 Moderate Con 0.355 Humor_Satire
Feb 24, 2026 1 likes 'We do know that there's …

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.