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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: "Why dont you go to …" 102 comments · Page 4 of 5
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Still dont understand why they left India , if theyre so determined to turn every place they go into another india.
Identity Attack0.10221587
Insult0.029163294
Profanity0.022354934
Threat0.008945347
Severe Toxicity0.0037574768
Low Tox 0.112540044 Low Con 0.269 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I …
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I didn't understand y they just dont stay in their own country
Identity Attack0.10221587
Insult0.022770792
Profanity0.022149978
Threat0.0070552654
Severe Toxicity0.002822876
Low Tox 0.11212669 Moderate Con 0.41 Identity_Assertion
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
We dont have any where else to go. Immigrants have a country to go to
We dont have any where else to go. Immigrants have a country to go to
Identity Attack0.089973204
Insult0.021481665
Profanity0.018802373
Threat0.007081157
Severe Toxicity0.00289917
Low Tox 0.11098998 Low Con 0.286
Aug 24, 2025 12 likes Why Canadians Are Turning Against …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, …
That’s exactly why Carney picked her.. to cause further failure and create problems that he can blame on someone else. .. all the while over populate Canada with rejected immigrants causing further failure to legal, medical, housing , food and employment problems.. he fixes it by giving more of our billions to the Ukraine.. meanwhile 6 million people dont have doctors and tens of thousands of Canadians are dying waiting for surgery.. and 2 million people a month go to food banks.
Identity Attack0.039456755
Insult0.034672357
Profanity0.010945748
Threat0.007365964
Severe Toxicity0.0021362305
Low Tox 0.104361884 Moderate Con 0.421 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, …
Peope dont realise this but there is no stopping immigration in Canada. The stock market anticipates huge immigration as it is the only feasible path towards growing corporate profits. If we dont have huge immmigration, the purchasing power of boomers, derived from a booming market and real estate market, will lead to massive inflation as labor shortages occur. There is nothing we can do to stop this. Boomers are going to vote Liberal and liberals will continue to flood the country with third world immigrants who cook, clean, drive, caretake, etc. Millenials and gen Z are the ones who will never own a home or start a family. And ironically the low birth rate will lead to even more immigration. I suspect that Canada will be primarily asian and african by 2060.
Identity Attack0.026007013
Insult0.033239998
Profanity0.0147374235
Threat0.0077284453
Severe Toxicity0.0020217896
Low Tox 0.091913216 Constructive 0.614 Economic_Argument
Jun 21, 2025 How Canada broke its immigration …
Its going to turn into India number 2 if we dont stop it!
Its going to turn into India number 2 if we dont stop it!
Identity Attack0.04023018
Insult0.018967867
Profanity0.023106437
Threat0.018192071
Severe Toxicity0.003490448
Low Tox 0.077668175 Low Con 0.187 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something …
There is nothing as expected we dont see it .... i beleive that medias trying to brainwash general public that something going on call deportation now time to calm down ..but in reality its something really really slow process ..need more authority ,power and independent reporting to border authorities and new appointments from.canadian rooted candidates
Identity Attack0.016259583
Insult0.02708937
Profanity0.013780965
Threat0.0071199946
Severe Toxicity0.0014019012
Low Tox 0.059479803 Constructive 0.566 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
CANADIANS NEED TO KNOW DONT GO THERE 😢😢😢😢😢😢😢😢😢
CANADIANS NEED TO KNOW DONT GO THERE 😢😢😢😢😢😢😢😢😢
Identity Attack0.08797077
Insult0.0048189024
Profanity0.00014273218
Threat0.0009829712
Severe Toxicity0.000009085299
Low Tox 0.05669822 Fear_Threat
Dec 11, 2025
DONT GO I AINT NEVA GOING! elbows up never 51st!!!
DONT GO I AINT NEVA GOING! elbows up never 51st!!!
Identity Attack0.00065609766
Insult0.0020791623
Profanity0.0005590415
Threat0.06123874
Severe Toxicity0.000030395808
Low Tox 0.054837223 Identity_Assertion
Dec 8, 2025 25 likes
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im …
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im in the new country to experience that, if I want my native country things, I do it at home or go back to my country.
Identity Attack0.030433474
Insult0.011730902
Profanity0.014669105
Threat0.0067898775
Severe Toxicity0.001411438
Low Tox 0.042657252 Constructive 0.682 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their …
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their abundant overpaid staff in real time!!!!Try giving that answerr to your boss in the private sector!!!
Identity Attack0.0031633168
Insult0.018967867
Profanity0.01127026
Threat0.0060131317
Severe Toxicity0.00081062317
Low Tox 0.036162965 Low Con 0.258
Sep 29, 2025 IRCC Names India in Study …
Dont go. Dont betray your country.
Dont go. Dont betray your country.
Identity Attack0.0020000546
Insult0.014002593
Profanity0.0001260884
Threat0.0015561116
Severe Toxicity0.000004367438
Low Tox 0.035433132 Call_To_Action
Dec 9, 2025
Now that this is exposed. If the Canadian Government dont do something major about this.. Canadians are going to rise up very soon
Now that this is exposed. If the Canadian Government dont do something major about this.. Canadians are going to rise up very soon
Identity Attack0.012061302
Insult0.013402912
Profanity0.010757872
Threat0.008285114
Severe Toxicity0.0010633469
Low Tox 0.032156147 Low Con 0.243 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
thats a total iie, you didnt mention the ones that get 225.00 a day.or the ones that get no interest mortgages i could go on but the truth dont exist with the cbc
Identity Attack0.0024048607
Insult0.016556932
Profanity0.011680172
Threat0.0060066585
Severe Toxicity0.00076293945
Low Tox 0.027560094 Moderate Con 0.397
Oct 19, 2024 1 likes How much do refugees and …
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone …
When Immigrating to a country you need to assimilate to the country you are going to not the country you are from. There is a reson you left the country leave that country identity gone dont being it to a new place.
Identity Attack0.014852738
Insult0.00983089
Profanity0.010672474
Threat0.0062267366
Severe Toxicity0.000872612
Low Tox 0.027324399 Moderate Con 0.489 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I dont see anything wrong in Brampton. People going about their business. Most ppl were like they have been a net positive. Am I missing something here? is the crime that bad?
I dont see anything wrong in Brampton. People going about their business. Most ppl were like they have been a net positive. Am I missing something here? is the crime that bad?
Identity Attack0.0037552824
Insult0.011730902
Profanity0.011970525
Threat0.0066215824
Severe Toxicity0.00084400177
Low Tox 0.023199737 Constructive 0.586 Question
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
Dont care never going again.
Dont care never going again.
Identity Attack0.00021361749
Insult0.0006000801
Profanity0.000052286512
Threat0.00011797015
Severe Toxicity0.000002777036
Low Tox 0.0020822415 Comparative_Framing
Dec 9, 2025
just dont go to America... We heard what ya'll said about us.
just dont go to America... We heard what ya'll said about us.
Identity Attack0.00031948672
Insult0.0006044143
Profanity0.000042633845
Threat0.00006660547
Severe Toxicity0.0000020219745
Low Tox 0.001986526 Comparative_Framing
Apr 16, 2025
Dont care if I never go there again.
Dont care if I never go there again.
Identity Attack0.0002234741
Insult0.00037250965
Profanity0.00005163911
Threat0.00022475062
Severe Toxicity0.0000033445683
Low Tox 0.0016838906 Personal_Narrative
Dec 11, 2025 1 likes
Just dont go and travel within Canada.
Just dont go and travel within Canada.
Identity Attack0.00022038477
Insult0.00034485367
Profanity0.000029326635
Threat0.000063025844
Severe Toxicity0.0000019012493
Low Tox 0.0012350532 Call_To_Action
Dec 10, 2025
Easy, dont go and start closing the boarder.
Easy, dont go and start closing the boarder.
Identity Attack0.00008979923
Insult0.00036531076
Profanity0.00002849948
Threat0.000117597716
Severe Toxicity0.0000021890503
Low Tox 0.001168439
Dec 9, 2025
DONT GO
DONT GO
Identity Attack0.00009819739
Insult0.0003736522
Profanity0.000025973599
Threat0.00007967339
Severe Toxicity0.0000019727638
Low Tox 0.0011219842
Dec 8, 2025
Dont go
Dont go
Identity Attack0.00009819739
Insult0.0003736522
Profanity0.000025973599
Threat0.00007967339
Severe Toxicity0.0000019727638
Low Tox 0.0011219842
Jan 1, 2026
go home and dont comeback !!!!!!
go home and dont comeback !!!!!!
Identity Attack0.000077600685
Insult0.00033426902
Profanity0.00003253836
Threat0.00008629071
Severe Toxicity0.0000021561852
Low Tox 0.0010679115
Apr 20, 2025 1 likes
Why go there really? It’s so easy, DONT GO there
Why go there really? It’s so easy, DONT GO there
Identity Attack0.00009776443
Insult0.00020869952
Profanity0.000029504403
Threat0.000060934544
Severe Toxicity0.0000022476397
Low Tox 0.0006482386
Dec 8, 2025 1 likes

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.