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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 #}

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Active: "That town is about to …" 333 comments · Page 13 of 14
Lived in Mississauga, in the town nextdoor. Brampton is nicknamed "Brown Town" for that reason...
Lived in Mississauga, in the town nextdoor. Brampton is nicknamed "Brown Town" for that reason...
Identity Attack0.016159095
Insult0.01617693
Profanity0.012141321
Threat0.0069516995
Severe Toxicity0.0015830994
Low Tox 0.03734144 Constructive 0.604 Personal_Narrative
Mar 2, 2026 Inside Canada's Indian Invasion...
As someone from Toronto we call it "Brown Town"
As someone from Toronto we call it "Brown Town"
Identity Attack0.016259583
Insult0.016100928
Profanity0.012448754
Threat0.0072235605
Severe Toxicity0.0015544891
Low Tox 0.037105743 Moderate Con 0.447 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Brown Town!!
Brown Town!!
Identity Attack0.0073625734
Insult0.015796926
Profanity0.015454767
Threat0.007754337
Severe Toxicity0.001783371
Low Tox 0.03639866 Moderate Con 0.385 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
We do call it Brown-Town! We Canadians don’t claim Brampton!
We do call it Brown-Town! We Canadians don’t claim Brampton!
Identity Attack0.015254694
Insult0.015416925
Profanity0.011902207
Threat0.006479179
Severe Toxicity0.0011825562
Low Tox 0.03639866 Moderate Con 0.364
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their …
The great tragedy is that small town Canadian students who wish to seek opportunities in large cities, will never be able to afford to rent let alone buy… They are doomed to live in their small towns and hold on to small dreams… Here in Vancouver, the new immigrants wish to stay in and invest in large urban areas. They have extended family support to buy the real estate. Small-town Canadians don’t have a chance in this competition.
Identity Attack0.017465452
Insult0.01632893
Profanity0.009365883
Threat0.0058804373
Severe Toxicity0.00086307526
Low Tox 0.035220183 Constructive 0.605 Economic_Argument
Jun 20, 2025 24 likes How Canada broke its immigration …
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
Identity Attack0.01374736
Insult0.01302291
Profanity0.013780965
Threat0.006543908
Severe Toxicity0.0016593933
Low Tox 0.03357032 Moderate Con 0.393 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower to middle class ) would say things are fine and if we took a moment to get opinions in a couple cities or even towns in Canada ( Ontario specifically) and ask the lower to middle class we will see just how negative the impact is on us.
Identity Attack0.017967897
Insult0.0142009165
Profanity0.009920971
Threat0.006162008
Severe Toxicity0.00084400177
Low Tox 0.032863233 Constructive 0.75
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with …
Nature abhors emptiness! If you don’t take care of the trees in your garden, other plants will take over! As you say, it was a small farming town, so others saw an opportunity. Faced with a need, they have started to respond to it, and this is how we progress. Today, the fastest and most motivated move forward, regardless of their background. It is essential that life goes on, animated by the belief in prosperity and, above all, by generosity, so that we can share the true essence of life. I follow you from Paris and I wish you all the best.
Identity Attack0.0032003147
Insult0.017872108
Profanity0.01442999
Threat0.006653947
Severe Toxicity0.0010156631
Low Tox 0.032156147 Constructive 0.819 Solidarity
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
bro why hasn't that statue being torn down by now won Brampton liberal town or what
bro why hasn't that statue being torn down by now won Brampton liberal town or what
Identity Attack0.00569767
Insult0.013668913
Profanity0.015488927
Threat0.007922632
Severe Toxicity0.001373291
Low Tox 0.031213367 Moderate Con 0.305
Jan 27, 2026 Inside Canada's Indian Invasion...
H1beeing the town 🐝
H1beeing the town 🐝
Identity Attack0.004680229
Insult0.013630914
Profanity0.022013342
Threat0.00823333
Severe Toxicity0.0022506714
Low Tox 0.030977672 Moderate Con 0.326 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India …
It’s time for Indian 🇮🇳 !!! Thank you for sharing!! Brampton is a little India-town in Canada 🇨🇦!! India has many population the first country in the world with too much people!!! Time for India 🇮🇳😁😁👍🏽
Identity Attack0.021585498
Insult0.010476895
Profanity0.013849284
Threat0.008531082
Severe Toxicity0.0022602081
Low Tox 0.030859824 Constructive 0.626
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only …
even in the little town where i live in western canada there is a community collage and a lot of punjabi's that have straight up told me that they are here for school but only go to 1 class once maybe 2 times a week for just over an hour and the rest of the time they are here working on student visa's where the government is paying half the wage prompting bigger business to highering these exchange student instead of local people
Identity Attack0.019173764
Insult0.014124917
Profanity0.011816809
Threat0.0060713873
Severe Toxicity0.0012111664
Low Tox 0.030270588 Constructive 0.63 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
My very small town of 3-4k has a handful of Indian owned businesses. They're fine, friendly folk in my experience.
My very small town of 3-4k has a handful of Indian owned businesses. They're fine, friendly folk in my experience.
Identity Attack0.021585498
Insult0.010780896
Profanity0.020100424
Threat0.0076507707
Severe Toxicity0.00166893
Low Tox 0.028856417 Constructive 0.703 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
CURRY POWDER TOWN🇮🇳🍃🇨🇦 2:19
CURRY POWDER TOWN🇮🇳🍃🇨🇦 2:19
Identity Attack0.00776955
Insult0.011996903
Profanity0.023516348
Threat0.009903334
Severe Toxicity0.0031471252
Low Tox 0.027088705 Low Con 0.247
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
I think you’re forgetting other area of the gta: Greek town, little Italy, little Portugal, Korea town, Chinatown. Why is this any different?
I think you’re forgetting other area of the gta: Greek town, little Italy, little Portugal, Korea town, Chinatown. Why is this any different?
Identity Attack0.010951365
Insult0.0113889
Profanity0.012141321
Threat0.006874025
Severe Toxicity0.0010299683
Low Tox 0.024849601 Moderate Con 0.355
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I know where they all are!!!! In my small Canadian town. Just don't understand how its super easy for them to buy homes and drive NEW tesla's on a Tim Hortons wage????
I know where they all are!!!! In my small Canadian town. Just don't understand how its super easy for them to buy homes and drive NEW tesla's on a Tim Hortons wage????
Identity Attack0.006696612
Insult0.012794908
Profanity0.010638315
Threat0.0061037517
Severe Toxicity0.0009536743
Low Tox 0.023199737 Moderate Con 0.495
Oct 1, 2025 IRCC Names India in Study …
It’s happening here in California too. I’m all for diversity but when a demographic settles in an area and takes over it’s not fair to everyone else. Prime examples are Fremont and Pleasanton both my …
It’s happening here in California too. I’m all for diversity but when a demographic settles in an area and takes over it’s not fair to everyone else. Prime examples are Fremont and Pleasanton both my home towns. I moved away intentionally because everyone I knew growing up is gone.
Identity Attack0.0068446035
Insult0.011122898
Profanity0.011765569
Threat0.0068999166
Severe Toxicity0.0008535385
Low Tox 0.022846194 Constructive 0.684 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away …
They are smart people who are good at business they are not dangerous so they are not a threat to safety but they will literally own the whole town Don’t start thinking about moving away because that’s how they will buy your house and business and so on and then that’s it they have the town
Identity Attack0.0027563404
Insult0.0114269
Profanity0.013302735
Threat0.0071070488
Severe Toxicity0.001039505
Low Tox 0.02249265 Moderate Con 0.431 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I was only there once, about 55 years ago. I remember a sleepy little town.
I was only there once, about 55 years ago. I remember a sleepy little town.
Identity Attack0.00310782
Insult0.011578901
Profanity0.011560614
Threat0.0066927844
Severe Toxicity0.00078201294
Low Tox 0.020960633 Moderate Con 0.462 Personal_Narrative
Oct 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Just as we french province and china towns 😊
Just as we french province and china towns 😊
Identity Attack0.009989422
Insult0.009393888
Profanity0.013029462
Threat0.0071070488
Severe Toxicity0.0013160706
Low Tox 0.02048268 Moderate Con 0.429 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such …
Michelle, you know that you didn’t ask for this information prior to the meeting. They are trip questions that are ongoing. Yes it’s important to know but the people may be in different areas such as law enforcement. Each city town and borough has that information. Had the rolls been reversed you would not have faired any better. Not make a major public statement? Yes you did.
Identity Attack0.0014244175
Insult0.013174911
Profanity0.010006369
Threat0.0059678215
Severe Toxicity0.00059843063
Low Tox 0.0201057 Constructive 0.671
Sep 29, 2025 IRCC Names India in Study …
From flower Town to masala Town
From flower Town to masala Town
Identity Attack0.0048097214
Insult0.010096892
Profanity0.015523086
Threat0.007327127
Severe Toxicity0.0012969971
Low Tox 0.019728716 Moderate Con 0.315 Humor_Satire
Sep 20, 2025 34 likes Inside Canada's Indian Metropolis (Brampton)
The schools are in Mississauga, one town over. Over run
The schools are in Mississauga, one town over. Over run
Identity Attack0.0051797
Insult0.010248893
Profanity0.011031146
Threat0.0071070488
Severe Toxicity0.0009918213
Low Tox 0.019100413 Moderate Con 0.365 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Nice town
Nice town
Identity Attack0.0052166977
Insult0.009336887
Profanity0.017094411
Threat0.008116818
Severe Toxicity0.0017261505
Low Tox 0.018849092 Moderate Con 0.463
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The ones that live in my town in the USA are awesome people. They are so kind.
The ones that live in my town in the USA are awesome people. They are so kind.
Identity Attack0.0073255757
Insult0.009089886
Profanity0.015625564
Threat0.0076119336
Severe Toxicity0.0012874603
Low Tox 0.018723432 Constructive 0.579 Call_To_Action
Jan 27, 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.