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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: "its not a metropolis its …" 22 comments
U called brampton is a metropolis? LOL~! it just a stupid town lol
U called brampton is a metropolis? LOL~! it just a stupid town lol
Identity Attack0.11512129
Insult0.6798578
Profanity0.36230123
Threat0.008505191
Severe Toxicity0.023082556
Toxic 0.718943 Low Con 0.232 Insult Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into …
So Indians came to Canada and didn't built anything or add to Canadian economy. Load of Bulsh*t . These Racists got to get some common sense. Look around you. The little town grew almost into a metropolis. Listen how casually the Red Neck says " they don't pay taxes" HAHA. Even the illegal immigrants in USA are being collected Tax from and you talking about legal Immigrants with SIN numbers.
Identity Attack0.5135796
Insult0.5739874
Profanity0.46460027
Threat0.019055385
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.332 Identity Attack Insult
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also …
Why did you label this video as "Canada's Indian metropolis", name it as "Canada's Sikh metropolis", I am from Northeast India and I share no similarities to them, neither in looks nor religion. Pakistan also has a significant population of sikhs and they also migrate to canada. So call them what they are, one spoiled state in India does not represent us and the whole of India and these runaway cowards certainly dont represent me.
Identity Attack0.38215697
Insult0.48313886
Profanity0.09066332
Threat0.009644418
Severe Toxicity0.016512826
Moderate 0.44393396 Constructive 0.598 Identity_Assertion
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh the ignorance. You call that the Indian metropolis? 60%? Cute, maybe take a look at Surrey, BC where its closer to 90%.
Oh the ignorance. You call that the Indian metropolis? 60%? Cute, maybe take a look at Surrey, BC where its closer to 90%.
Identity Attack0.10293542
Insult0.44126466
Profanity0.040409464
Threat0.0072753434
Severe Toxicity0.007286072
Moderate 0.40060925 Low Con 0.248
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
what do you mean metropolis? this is every street in every province goof
what do you mean metropolis? this is every street in every province goof
Identity Attack0.08749158
Insult0.40243408
Profanity0.26614267
Threat0.0091524795
Severe Toxicity0.01735206
Moderate 0.3811502 Low Con 0.278
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Identity Attack0.2869935
Insult0.08459369
Profanity0.020168742
Threat0.010602405
Severe Toxicity0.0074005127
Low Tox 0.25727063 Low Con 0.135 Unverified_Claim
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
the whole of canada is an indian metropolis at this point
the whole of canada is an indian metropolis at this point
Identity Attack0.2831485
Insult0.08484049
Profanity0.051431753
Threat0.0071847234
Severe Toxicity0.008506775
Low Tox 0.25462922 Low Con 0.197
Jan 5, 2026 Inside Canada's Indian Metropolis (Brampton)
59% Of this metropolis is foreign born. The remaining 15% whites also do not receive DEI bonuses. This is Canada now.
59% Of this metropolis is foreign born. The remaining 15% whites also do not receive DEI bonuses. This is Canada now.
Identity Attack0.28034934
Insult0.061101943
Profanity0.019075647
Threat0.006757513
Severe Toxicity0.0059127808
Low Tox 0.23379272 Moderate Con 0.314 Unverified_Claim
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of …
There is Two Indian Metropolis. Brampton in the east and Surrey in the West. 2021 Census Data showed the Population of Surrey is at 568,000 38% of that population number is Indian only 3% of the population is white. They project that nearly 70% of Surreys population would be Indian by 2030. But by golly keep them away from a Big rig because they cannot drive them and give all Truckers a bad name.
Identity Attack0.1769227
Insult0.061451588
Profanity0.023174755
Threat0.012596053
Severe Toxicity0.005760193
Low Tox 0.19504376 Constructive 0.593 Unverified_Claim
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Punjabi Metropolis..not seeing all sort of Indians
Punjabi Metropolis..not seeing all sort of Indians
Identity Attack0.2028587
Insult0.047349896
Profanity0.035649836
Threat0.009385503
Severe Toxicity0.0060653687
Low Tox 0.16851899 Low Con 0.291 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
its not a metropolis its just a spraawling suburb -- its just blends into all the other never ending suburbs of toronto!
its not a metropolis its just a spraawling suburb -- its just blends into all the other never ending suburbs of toronto!
Identity Attack0.018972786
Insult0.06652143
Profanity0.019895468
Threat0.007081157
Severe Toxicity0.0028038025
Low Tox 0.1269396 Low Con 0.235 Policy_Critique
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian metropolis but to the rest of us Canadians it's a place to avoid , what does that say about Indian standards?
Indian metropolis but to the rest of us Canadians it's a place to avoid , what does that say about Indian standards?
Identity Attack0.105256535
Insult0.027347196
Profanity0.013985921
Threat0.0070034824
Severe Toxicity0.0025939941
Low Tox 0.11305673 Moderate Con 0.315 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated …
So many pros and cons; a farming community of 18K and now a booming metropolis, is that a bad thing? Culturally ofcourse it doesn't represent the core of Canadian society, but sikhs were heavily discriminated against when they first arrived, so were forced to fend for themselves and build businesses, trade amongst their own kind. It is also a well known fact that sikhs regardless of their age or status, always work and sustain themselves, you will never see a sikh on welfare. The problem is the vast displacement many Canadians feel. The government needs to rethink their planning about this.
Identity Attack0.099899694
Insult0.036435258
Profanity0.01887069
Threat0.008039144
Severe Toxicity0.0031661987
Low Tox 0.11192002 Constructive 0.77
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Inside New Indias Metropolis. There is no more Canada
Inside New Indias Metropolis. There is no more Canada
Identity Attack0.0440973
Insult0.017356457
Profanity0.011902207
Threat0.0076507707
Severe Toxicity0.0020694733
Low Tox 0.063027434 Low Con 0.262
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Oda my god! Now do "inside India's Canadian metropolis"... we will wait😂
Identity Attack0.031206898
Insult0.018774498
Profanity0.016752819
Threat0.008815889
Severe Toxicity0.0024986267
Low Tox 0.06025757 Moderate Con 0.375 Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
lol….calling Brampton a metropolis 😂
lol….calling Brampton a metropolis 😂
Identity Attack0.006511623
Insult0.01961243
Profanity0.015386449
Threat0.0065050707
Severe Toxicity0.0017929077
Low Tox 0.03969839 Low Con 0.179
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Inside India's Canadian metropolis* ftfy
Inside India's Canadian metropolis* ftfy
Identity Attack0.017063495
Insult0.014086916
Profanity0.023721304
Threat0.007573096
Severe Toxicity0.0022888184
Low Tox 0.036634352 Low Con 0.293
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
The thing is Brampton isn't the only Indian Metropolis in Canada Ontario.
The thing is Brampton isn't the only Indian Metropolis in Canada Ontario.
Identity Attack0.026007013
Insult0.01302291
Profanity0.012277958
Threat0.006440342
Severe Toxicity0.001335144
Low Tox 0.03357032 Moderate Con 0.385
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
metropolis is not the word I would have used
metropolis is not the word I would have used
Identity Attack0.00621564
Insult0.00983089
Profanity0.015010698
Threat0.0072882893
Severe Toxicity0.001168251
Low Tox 0.02402467 Moderate Con 0.312 Meta_Commentary
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
You meant Khalistan metropolis right?
You meant Khalistan metropolis right?
Identity Attack0.014350293
Insult0.012984909
Profanity0.015386449
Threat0.007365964
Severe Toxicity0.0016784668
Low Tox 0.02308189 Low Con 0.275
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
thats punjabi/gujrati metropolis
thats punjabi/gujrati metropolis
Identity Attack0.014953227
Insult0.0118069025
Profanity0.019553876
Threat0.0074048014
Severe Toxicity0.0017929077
Low Tox 0.022021262 Low Con 0.273 Identity_Assertion
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
The correct title : Inside Canada's Punjabi Metropolis.
The correct title : Inside Canada's Punjabi Metropolis.
Identity Attack0.007843546
Insult0.00979289
Profanity0.01041628
Threat0.0063950317
Severe Toxicity0.00093460083
Low Tox 0.017089844 Low Con 0.23
Sep 19, 2025 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.