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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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30,738 comments · Page 531 of 1230
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
Identity Attack0.28034934
Insult0.10587067
Profanity0.08096472
Threat0.02371728
Severe Toxicity0.014769804
Low Tox 0.26293078 Constructive 0.538 Identity_Assertion
Dec 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A …
Reverse racism political correctness. Erosion of right sand freedoms and the Destruction of the the family .destruction and eroding of rights ,freedoms and liberties ,censorship in a broken system . We need to make A change all this being. Said this they want you to toe the line and not thinku sweat the narrative as Marxism totalitarian covered in communism destroys our country.culture and rights Our birthright as peacekeepers even at stake they all say and do nothing tell lies and do nothing giving everything to everyone else while not taking of there own u know we all bleed red our fathers and mother s of all colours sacrificed and died for our freedoms and choices.as they say " if we don't learn from history we are bound to it again
Identity Attack0.18391247
Insult0.16788013
Profanity0.054437835
Threat0.05171447
Severe Toxicity0.01302678
Low Tox 0.26293078 Moderate Con 0.495 Policy_Critique
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Try getting a job as a Canadian when the gate keepers are immigrants mandated to hire only liked immigrants. 🧐🤨
Try getting a job as a Canadian when the gate keepers are immigrants mandated to hire only liked immigrants. 🧐🤨
Identity Attack0.28034934
Insult0.11172232
Profanity0.015898837
Threat0.0069387536
Severe Toxicity0.005836487
Low Tox 0.26293078 Low Con 0.188 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
This is a unique opportunity for Canada to grow up from it's hateful racist past, and work toward a more inclusive future. This is beautiful.
This is a unique opportunity for Canada to grow up from it's hateful racist past, and work toward a more inclusive future. This is beautiful.
Identity Attack0.14875233
Insult0.17486192
Profanity0.017162729
Threat0.0067251488
Severe Toxicity0.005607605
Low Tox 0.26293078 Constructive 0.553 Moral_Argument
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
When the guy with no shirt on said they dont cover their windows and walk naked 😂. Then said they all look same ! Thats Racism at its best. Would love to know contribution his …
When the guy with no shirt on said they dont cover their windows and walk naked 😂. Then said they all look same ! Thats Racism at its best. Would love to know contribution his kids are making in economy. Guess what
Identity Attack0.10221587
Insult0.1469393
Profanity0.035399333
Threat0.009903334
Severe Toxicity0.008544922
Low Tox 0.26293078 Moderate Con 0.431
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Why would a Muslim man get a tattoo if it forbidden
Why would a Muslim man get a tattoo if it forbidden
Identity Attack0.29188538
Insult0.055547886
Profanity0.07934829
Threat0.011922873
Severe Toxicity0.010528564
Low Tox 0.26293078 Low Con 0.234
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
That white woman talking about people not being alive when history happened, she’s alive watching history happen right now so she can’t complain about it
Identity Attack0.2783691
Insult0.06582214
Profanity0.062454045
Threat0.01254427
Severe Toxicity0.00957489
Low Tox 0.26293078 Low Con 0.285 Meta_Commentary
Sep 10, 2025 Why Canadians Are Turning Against …
Stay home until this foolishness is over. It’s not safe to go down to the USA now. It’s better to wait what will happen to this country which was a democracy but is turning slowly …
Stay home until this foolishness is over. It’s not safe to go down to the USA now. It’s better to wait what will happen to this country which was a democracy but is turning slowly to a dictatorship. Be safe stay home if you don’t have pressing business in the USA.
Identity Attack0.000441165
Insult0.22061415
Profanity0.00034376408
Threat0.0001441768
Severe Toxicity0.000003442361
Low Tox 0.26121676 Fear_Threat
Dec 9, 2025
Remember those immigrant who forgot their OATH at the time of Citizenship must have their Citizenship revoked and deported for this Violation....Diversity and inclusion not at the expenses of Canadian Culture. I think this is …
Remember those immigrant who forgot their OATH at the time of Citizenship must have their Citizenship revoked and deported for this Violation....Diversity and inclusion not at the expenses of Canadian Culture. I think this is why now I think only RACISM is the only to regulate it.
Identity Attack0.2803029
Insult0.0813853
Profanity0.013985921
Threat0.011974656
Severe Toxicity0.009002686
Low Tox 0.26104406 Constructive 0.543 Policy_Critique
Oct 26, 2025 1 likes Why Canadians Are Turning Against …
i am surprised Sidhu never asked why is a white guy trying to smuggle himself into the USA? I hope you thanked Krishna for keeping you safe! :)
i am surprised Sidhu never asked why is a white guy trying to smuggle himself into the USA? I hope you thanked Krishna for keeping you safe! :)
Identity Attack0.2808415
Insult0.0817555
Profanity0.030890211
Threat0.012803185
Severe Toxicity0.00919342
Low Tox 0.26104406 Constructive 0.614 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed to export their overpopulation problem 40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million. if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Identity Attack0.2816105
Insult0.09416737
Profanity0.07047026
Threat0.010809537
Severe Toxicity0.01121521
Low Tox 0.26104406 Moderate Con 0.444 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
Identity Attack0.28034934
Insult0.076502606
Profanity0.07934829
Threat0.0078449575
Severe Toxicity0.0119018555
Low Tox 0.26104406 Moderate Con 0.356 Identity_Assertion
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Bruh INDIANS are nice people and honestly the only people that would move to frozen Land like CANADA
Bruh INDIANS are nice people and honestly the only people that would move to frozen Land like CANADA
Identity Attack0.2831485
Insult0.081508696
Profanity0.043415543
Threat0.009566744
Severe Toxicity0.012962224
Low Tox 0.26104406 Moderate Con 0.304 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Government failure not legal or illegal immigrants or aliens
Government failure not legal or illegal immigrants or aliens
Identity Attack0.23391083
Insult0.08508729
Profanity0.025907494
Threat0.008181547
Severe Toxicity0.007858276
Low Tox 0.26104406 Low Con 0.179 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
COVID19 VACCINE MASS WEAPON OF DESTRUCTION
COVID19 VACCINE MASS WEAPON OF DESTRUCTION
Identity Attack0.050671257
Insult0.047349896
Profanity0.08807703
Threat0.13815513
Severe Toxicity0.019740647
Low Tox 0.26104406 Low Con 0.135
Sep 8, 2025 Why Canadians Are Turning Against …
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
You only see few area's in India, definitely you don't see whole India, India is huge and beautiful. and Canada is the land of invandours, real Canadians are red Indians Tribes.
Identity Attack0.2949366
Insult0.097093195
Profanity0.022628209
Threat0.007262398
Severe Toxicity0.008010864
Low Tox 0.26104406 Constructive 0.542 Comparative_Framing
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
thank you for reporting on the death of my country
thank you for reporting on the death of my country
Identity Attack0.10221587
Insult0.046764325
Profanity0.07740857
Threat0.13650303
Severe Toxicity0.012574885
Low Tox 0.26104406 Moderate Con 0.451 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network …
You are right! Most immigrants who comes to Canada with the intension of changing the culture, religion, and tradition are the one causing all this problems. They monopolize the job market because they create network between their own community. Because of this, the job opportunities are limited for this communities. As for the religious immigrants, they have to stay in their country if they need a muslim nation, because nobody wants it here. This is the weakness of the Government of Canda. The Government must do something to solve this problem and deport this kind of immigrants.
Identity Attack0.32476485
Insult0.08558089
Profanity0.017709278
Threat0.007327127
Severe Toxicity0.00667572
Low Tox 0.26104406 Constructive 0.653
Aug 27, 2025 Why Canadians Are Turning Against …
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Identity Attack0.24462871
Insult0.110259406
Profanity0.096805766
Threat0.045895394
Severe Toxicity0.02167734
Low Tox 0.26104406 Moderate Con 0.34 Humor_Satire
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Every immigrant I see is always on the phone even while driving
Every immigrant I see is always on the phone even while driving
Identity Attack0.28622448
Insult0.0777699
Profanity0.048425674
Threat0.008815889
Severe Toxicity0.00793457
Low Tox 0.26104406 Moderate Con 0.343 Unverified_Claim
Feb 7, 2026 Inside Canada's Indian Invasion...
Looks like the Polish guy who is bare chested is biased against Indian immigrants from Brampton
Looks like the Polish guy who is bare chested is biased against Indian immigrants from Brampton
Identity Attack0.2846865
Insult0.082866095
Profanity0.039657943
Threat0.009799767
Severe Toxicity0.007133484
Low Tox 0.26104406 Low Con 0.262
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I've never seen a guy so over it yet so accepting of his racism and being alright with it on camera 😂 what an aura
I've never seen a guy so over it yet so accepting of his racism and being alright with it on camera 😂 what an aura
Identity Attack0.14875233
Insult0.14512913
Profanity0.06145202
Threat0.008686432
Severe Toxicity0.00793457
Low Tox 0.26104406 Moderate Con 0.302 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Strange how the housing crisis waz erased after racizt tantrums
Strange how the housing crisis waz erased after racizt tantrums
Identity Attack0.17303948
Insult0.15556364
Profanity0.046922635
Threat0.009307829
Severe Toxicity0.0075149536
Low Tox 0.26104406 Low Con 0.115
Aug 26, 2025 How Canada broke its immigration …
Mass deportations cant come soon enough
Mass deportations cant come soon enough
Identity Attack0.2127345
Insult0.03710241
Profanity0.04065997
Threat0.044278983
Severe Toxicity0.0104522705
Low Tox 0.26104406 Low Con 0.282
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
2:06 Assimilate? To native indian costumes?😂
2:06 Assimilate? To native indian costumes?😂
Identity Attack0.27991617
Insult0.06669625
Profanity0.08904689
Threat0.011275585
Severe Toxicity0.014447021
Low Tox 0.26104406 Low Con 0.252 Humor_Satire
Jan 28, 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.