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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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Active: "This is how a state …" 450 comments · Page 13 of 18
Brampton has a far larger population than 800k. What planet are you people on? Even the welcome to Brampton signs state well over a million and those signs are at least a decade or more …
Brampton has a far larger population than 800k. What planet are you people on? Even the welcome to Brampton signs state well over a million and those signs are at least a decade or more old.
Identity Attack0.0066596144
Insult0.031036375
Profanity0.02167175
Threat0.0064532873
Severe Toxicity0.0020885468
Low Tox 0.09655223 Moderate Con 0.47 Unverified_Claim
Jan 3, 2026 Inside Canada's Indian Metropolis (Brampton)
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
I hope Canadians realise that Brampton is already a 27th state of India 😂😂
Identity Attack0.06158508
Insult0.023866551
Profanity0.017709278
Threat0.0072235605
Severe Toxicity0.002861023
Low Tox 0.09611836 Low Con 0.228 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
First Post National State nightmare !
First Post National State nightmare !
Identity Attack0.008361516
Insult0.026831545
Profanity0.016479544
Threat0.00899713
Severe Toxicity0.0024986267
Low Tox 0.09525062 Moderate Con 0.323 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Punjab the red neck state of India. In India they are truck drivers and in the west they are truck drivers. Great progression.
Punjab the red neck state of India. In India they are truck drivers and in the west they are truck drivers. Great progression.
Identity Attack0.057037655
Insult0.030375287
Profanity0.017436003
Threat0.007586042
Severe Toxicity0.0028800964
Low Tox 0.0926474 Moderate Con 0.378 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Hey man you’r driver was not Punjabi he was Haryanvi that’s a different state
Hey man you’r driver was not Punjabi he was Haryanvi that’s a different state
Identity Attack0.027815815
Insult0.025542418
Profanity0.020578653
Threat0.006925808
Severe Toxicity0.002784729
Low Tox 0.091913216 Moderate Con 0.417 Meta_Commentary
Feb 6, 2026 Inside Canada's Indian Invasion...
Some Indian students go missing to other states and their family make a drama that their students are missing, actually they fleed to other states such as Quebec, and others. Some even fled to USA.
Some Indian students go missing to other states and their family make a drama that their students are missing, actually they fleed to other states such as Quebec, and others. Some even fled to USA.
Identity Attack0.06431354
Insult0.023608726
Profanity0.012141321
Threat0.0065697995
Severe Toxicity0.0015163422
Low Tox 0.091913216 Moderate Con 0.403
Sep 27, 2025 19 likes IRCC Names India in Study …
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)
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
Identity Attack0.036105253
Insult0.0233509
Profanity0.01261955
Threat0.008712323
Severe Toxicity0.0029563904
Low Tox 0.08795626 Low Con 0.289 Unverified_Claim
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
I do enjoy the content Tyler makes but honestly some videos need to be reconsidered. I could sit here and say a whole of negative and bad things about this but I won't. maybe Tyler …
I do enjoy the content Tyler makes but honestly some videos need to be reconsidered. I could sit here and say a whole of negative and bad things about this but I won't. maybe Tyler will take some of the money he makes off this video and use that to better the state of India so that people won't need to seek a better quality of life.
Identity Attack0.02439919
Insult0.023995465
Profanity0.030138692
Threat0.010369381
Severe Toxicity0.002822876
Low Tox 0.08479069 Constructive 0.704 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is not the country I grew up in if I could leave I would go to the states
Canada is not the country I grew up in if I could leave I would go to the states
Identity Attack0.052490227
Insult0.020579277
Profanity0.013610168
Threat0.006589218
Severe Toxicity0.0020599365
Low Tox 0.079250954 Moderate Con 0.411
Aug 25, 2025 34 likes Why Canadians Are Turning Against …
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Identity Attack0.009360458
Insult0.02567133
Profanity0.010672474
Threat0.012078222
Severe Toxicity0.0019550323
Low Tox 0.07845957 Low Con 0.157 Fear_Threat
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are …
Canada has let in too many Palestinians, ISIS, Pakistanis, Bangladeshis and Khalistanis who are now ‘Canadian’ and commit crimes on both sides of the border. Plus as the Canadian economy crumbles, many genuine Canadians are trying to move to the United States.
Identity Attack0.096797325
Insult0.0060958085
Profanity0.00014097943
Threat0.001232904
Severe Toxicity0.000010263199
Low Tox 0.077135615
Dec 11, 2025
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of …
Here is another one . In Canada, foreign students or temporary workers , non Citizens can apply and receive firearms licenses and can buy non restricted guns . This is not allowed in 90% of countries around the world, including the most gun liberal country in the world. The United States of Amarica will not license a foreigner to own or buy a gun.
Identity Attack0.04641757
Insult0.019225692
Profanity0.011441057
Threat0.011767523
Severe Toxicity0.0025749207
Low Tox 0.07687678 Moderate Con 0.412 Policy_Critique
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Why does she think we are talking about boat people. State run and paid for tv
Why does she think we are talking about boat people. State run and paid for tv
Identity Attack0.009471451
Insult0.027730936
Profanity0.016001316
Threat0.0065050707
Severe Toxicity0.0015449524
Low Tox 0.07291982 Low Con 0.241
Feb 4, 2019 2 likes How much do refugees and …
Same problem in the United States of Mexico
Same problem in the United States of Mexico
Identity Attack0.058856625
Insult0.013706914
Profanity0.016821137
Threat0.006861079
Severe Toxicity0.0017261505
Low Tox 0.06896287 Moderate Con 0.342 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
India has two billion people. They can send one-hundred million to the United States and one-hundred million to Canada
Identity Attack0.048737846
Insult0.01617693
Profanity0.014634945
Threat0.009411395
Severe Toxicity0.0025558472
Low Tox 0.067380086 Low Con 0.212 Fear_Threat
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Time for a Canadian revolution, or Government reform, or all-out civil war. Or become the 51st State. I'm in favour of a complete government reform, getting rid of the Westminster system and implementing a republican …
Time for a Canadian revolution, or Government reform, or all-out civil war. Or become the 51st State. I'm in favour of a complete government reform, getting rid of the Westminster system and implementing a republican style of governance. A government for the people by the people.
Identity Attack0.012641981
Insult0.017088935
Profanity0.012004685
Threat0.029933142
Severe Toxicity0.0031471252
Low Tox 0.06500591 Moderate Con 0.459 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Same in Australia: Taxi company stated: Most of our drivers know the road rules. Well you can see we are heading towards Indian rules...
Same in Australia: Taxi company stated: Most of our drivers know the road rules. Well you can see we are heading towards Indian rules...
Identity Attack0.056582913
Insult0.01929015
Profanity0.013610168
Threat0.006977591
Severe Toxicity0.0018692017
Low Tox 0.06421452 Moderate Con 0.445 Comparative_Framing
Nov 3, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
51st state - elbows fown 😂😂😂
51st state - elbows fown 😂😂😂
Identity Attack0.005956655
Insult0.021288296
Profanity0.018665737
Threat0.0089712385
Severe Toxicity0.002632141
Low Tox 0.063423134 Low Con 0.247 Humor_Satire
Feb 11, 2026 6 likes Canada's tighter immigration policy divides …
Why did bro have to come into my state Vermont.
Why did bro have to come into my state Vermont.
Identity Attack0.010581387
Insult0.020901557
Profanity0.017299367
Threat0.0078449575
Severe Toxicity0.002040863
Low Tox 0.061444655 Moderate Con 0.401 Question
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
They bring their country's political problems and make Canada their battle ground. If you want to fight for a separate state in your old country stay there and fight.
Identity Attack0.027011903
Insult0.021546122
Profanity0.010979908
Threat0.0082074385
Severe Toxicity0.0016403198
Low Tox 0.06065326 Moderate Con 0.382 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Best this Canada could do is just because an American state
Best this Canada could do is just because an American state
Identity Attack0.045901958
Insult0.017227544
Profanity0.015010698
Threat0.007262398
Severe Toxicity0.0026512146
Low Tox 0.05898502 Low Con 0.122
Jun 19, 2025 1 likes How Canada broke its immigration …
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Canada should be declared the 29th state of India and Brampton the 9th union territory.
Identity Attack0.041261412
Insult0.017227544
Profanity0.012414595
Threat0.0101363575
Severe Toxicity0.0024795532
Low Tox 0.058737632 Low Con 0.191 Humor_Satire
Feb 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Trump's State of the Union address where he said that the primary role of government is to take care of their citizens. This basic role of government needs to be stated/retiterated in the HoC. It …
Trump's State of the Union address where he said that the primary role of government is to take care of their citizens. This basic role of government needs to be stated/retiterated in the HoC. It has become the opposite here. Canadian citizens are being taken for granted by the liberals. Their priority are non citizens.
Identity Attack0.026408968
Insult0.02618698
Profanity0.010057608
Threat0.006168481
Severe Toxicity0.0011348724
Low Tox 0.058737632 Constructive 0.619 Policy_Critique
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
2050: USI (United States of India), Canadia, Austradia, New Indialand, United Kingdia, Eurodia 🤣🤣🤣 RIP
2050: USI (United States of India), Canadia, Austradia, New Indialand, United Kingdia, Eurodia 🤣🤣🤣 RIP
Identity Attack0.027011903
Insult0.019547975
Profanity0.02167175
Threat0.008634649
Severe Toxicity0.0032806396
Low Tox 0.05750068 Low Con 0.155
Oct 30, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)

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.