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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: "Not like it has to …" 2,805 comments · Page 92 of 113
Bike guy seems like a regular dude
Bike guy seems like a regular dude
Identity Attack0.013546381
Insult0.034341812
Profanity0.029050145
Threat0.0077025536
Severe Toxicity0.002822876
Low Tox 0.0969861 Moderate Con 0.346 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
WE ARE DONE BEING NICE. WE DONT MIND THEM COMING HERE FOR BETTER LIFE. BUT WE DONT LIKE BEING TAKING ADVANTAGE OF. THINGS ARE CHANGING THIS YEAR
WE ARE DONE BEING NICE. WE DONT MIND THEM COMING HERE FOR BETTER LIFE. BUT WE DONT LIKE BEING TAKING ADVANTAGE OF. THINGS ARE CHANGING THIS YEAR
Identity Attack0.039714564
Insult0.02373764
Profanity0.014703264
Threat0.0072365063
Severe Toxicity0.0028419495
Low Tox 0.0969861 Moderate Con 0.404 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Im from Chicago, went to Toronto/ Mississagua area for vacation last year in May… lets just say i felt like i was in India lol
Identity Attack0.06294931
Insult0.024511116
Profanity0.03189224
Threat0.007353018
Severe Toxicity0.0030899048
Low Tox 0.09655223 Moderate Con 0.442 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Like a burst sewer main it's everywhere.
Like a burst sewer main it's everywhere.
Identity Attack0.003607291
Insult0.030154925
Profanity0.026727317
Threat0.007365964
Severe Toxicity0.0023460388
Low Tox 0.09655223 Low Con 0.291
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada. This is just the tip of the iceberg.
Thank you for talking about this. It feels like nobody cares about Canada outside or even inside of Canada. This is just the tip of the iceberg.
Identity Attack0.024198212
Insult0.034011267
Profanity0.015864678
Threat0.006265574
Severe Toxicity0.0017547607
Low Tox 0.09655223 Constructive 0.536 Solidarity
Jan 27, 2026 45 likes Inside Canada's Indian Invasion...
Because they know about it like cartels in vancouver
Because they know about it like cartels in vancouver
Identity Attack0.014752249
Insult0.036435258
Profanity0.01627459
Threat0.006757513
Severe Toxicity0.0016021729
Low Tox 0.09611836 Low Con 0.185 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Sounds like micro aggression disguised.
Sounds like micro aggression disguised.
Identity Attack0.004994711
Insult0.018967867
Profanity0.022013342
Threat0.022163315
Severe Toxicity0.0031661987
Low Tox 0.09611836 Low Con 0.225 Moral_Argument
Aug 29, 2025 Why Canadians Are Turning Against …
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
Identity Attack0.02037963
Insult0.027730936
Profanity0.02126184
Threat0.007353018
Severe Toxicity0.0017642975
Low Tox 0.09525062 Constructive 0.588 Fear_Threat
Oct 7, 2025 96 likes Inside Canada's Indian Metropolis (Brampton)
How can you not have an answer? Your communities and country is enhanced through immigration. Just as it was when you and your (most likely) British ancestors arrived there. Ask yourself.... is this about immigration …
How can you not have an answer? Your communities and country is enhanced through immigration. Just as it was when you and your (most likely) British ancestors arrived there. Ask yourself.... is this about immigration or colour? I think the latter.
Identity Attack0.05612817
Insult0.019999169
Profanity0.011628932
Threat0.006194372
Severe Toxicity0.0018978119
Low Tox 0.09481675 Constructive 0.667 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
In 20 years no one but South Asians will want to live in Brampton. Why travel 10000km to setup a city that looks and operates like the place you wanted to escape?
In 20 years no one but South Asians will want to live in Brampton. Why travel 10000km to setup a city that looks and operates like the place you wanted to escape?
Identity Attack0.06385879
Insult0.021288296
Profanity0.012926984
Threat0.0077154995
Severe Toxicity0.0023269653
Low Tox 0.09481675 Moderate Con 0.35
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
many government offcials are Indian descents like Pemi Gill. for some reasons they would like to help indians get all kinds visa and eventually PR or even citizenship
many government offcials are Indian descents like Pemi Gill. for some reasons they would like to help indians get all kinds visa and eventually PR or even citizenship
Identity Attack0.094936445
Insult0.023093075
Profanity0.02344803
Threat0.008323951
Severe Toxicity0.0029945374
Low Tox 0.09481675 Moderate Con 0.425
Sep 28, 2025 26 likes IRCC Names India in Study …
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled …
In the dim glow of his rented basement apartment, Marc stared at the latest rent increase notice and whispered to himself, “Why is every square foot in Canada worth more than my future?” He scrolled through forums, government reports, and angry comment threads, zoning laws, all pieces of a puzzle that refused to assemble. Each explanation felt true yet insufficient, like a single brick pretending to be a house; the deeper he dug, the more the reasons multiplied without ever adding up to certainty. By dawn he closed the laptop, still ignorant, still paying, and still murmuring the same unanswerable question into the expensive silence.
Identity Attack0.008028535
Insult0.04852104
Profanity0.016889455
Threat0.007094103
Severe Toxicity0.0019454956
Low Tox 0.09438288 Constructive 0.503 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared …
at the first temple, the sikh elder chooses his words carefully. he speaks of “immigrants” and “humans,” not pointing to his own background. his choice of language feels open, as if belonging is something shared by everyone. at the next temple, the hindu man talks about how it feels just like his hometown. the difference is telling: one way of speaking makes the community feel wide and inclusive, the other makes it feel narrow and personal. it leaves you wondering when we recreate only one person’s hometown, what happens to ours?
Identity Attack0.062039822
Insult0.029163294
Profanity0.018324144
Threat0.007909686
Severe Toxicity0.002412796
Low Tox 0.09394901 Constructive 0.646
Sep 19, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
I like the Indian-Canadian lady, she understands balance, she isn't a bigot and she is fair.
Identity Attack0.034816213
Insult0.03588435
Profanity0.02071529
Threat0.0062267366
Severe Toxicity0.0016784668
Low Tox 0.09394901 Constructive 0.63
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Like bro is definitely behind india for views
Like bro is definitely behind india for views
Identity Attack0.056582913
Insult0.028832749
Profanity0.028230323
Threat0.008556974
Severe Toxicity0.0032234192
Low Tox 0.09394901 Low Con 0.257 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I wish I could like this video 8000 times
I wish I could like this video 8000 times
Identity Attack0.014350293
Insult0.01648093
Profanity0.05017922
Threat0.0287245
Severe Toxicity0.007286072
Low Tox 0.09394901 Moderate Con 0.399 Meta_Commentary
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I Just realized that this guy has the same exact Watch as me like full 1 to 1 this might be tuff
I Just realized that this guy has the same exact Watch as me like full 1 to 1 this might be tuff
Identity Attack0.009693438
Insult0.022190686
Profanity0.053435806
Threat0.012130005
Severe Toxicity0.0048065186
Low Tox 0.09351514 Moderate Con 0.396 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It's always funny to me when I hear "native canadians/americans etc", they just immigrated there like 200-300 years ago 🤣😅😂 like since industrial revolution, 2-3 chapters in history book
It's always funny to me when I hear "native canadians/americans etc", they just immigrated there like 200-300 years ago 🤣😅😂 like since industrial revolution, 2-3 chapters in history book
Identity Attack0.05612817
Insult0.025413504
Profanity0.0166845
Threat0.0063497215
Severe Toxicity0.0024795532
Low Tox 0.09351514 Moderate Con 0.327
Jan 27, 2026 Inside Canada's Indian Invasion...
I lived in Oshawa Ontario for 4-months due to student exchange. My school was mostly Indians, when i arrived to Canada I genuinely felt like I was in India.
I lived in Oshawa Ontario for 4-months due to student exchange. My school was mostly Indians, when i arrived to Canada I genuinely felt like I was in India.
Identity Attack0.10221587
Insult0.020901557
Profanity0.01620627
Threat0.006427396
Severe Toxicity0.0023269653
Low Tox 0.09308127 Constructive 0.641 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The same thing in BC, in cities like Kelowna, Surrey....Canada belongs to India!!
The same thing in BC, in cities like Kelowna, Surrey....Canada belongs to India!!
Identity Attack0.06929302
Insult0.022255141
Profanity0.014293353
Threat0.0067316215
Severe Toxicity0.0030136108
Low Tox 0.09308127 Low Con 0.23 Fear_Threat
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Don't believe-it, most likely, Foreign Workers that did not want to go back!
Don't believe-it, most likely, Foreign Workers that did not want to go back!
Identity Attack0.0543092
Insult0.02122384
Profanity0.012585391
Threat0.0066798385
Severe Toxicity0.0017166138
Low Tox 0.0926474 Low Con 0.254
Dec 30, 2025 Deportations From Canada at Their …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
These low down governing Democratic Officials that neglect their own citizens because they’re running a business within a business and need their citizens to give the funds to pay 💰 for it up front to …
These low down governing Democratic Officials that neglect their own citizens because they’re running a business within a business and need their citizens to give the funds to pay 💰 for it up front to benefit as the end result so it’s like a loan
Identity Attack0.007029593
Insult0.046764325
Profanity0.017026093
Threat0.006272047
Severe Toxicity0.0015258789
Low Tox 0.0926474 Low Con 0.171
Jan 28, 2018 3 likes How much do refugees and …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
All of Canada feels like Brampton now. Especially the driving.
All of Canada feels like Brampton now. Especially the driving.
Identity Attack0.034042787
Insult0.031697463
Profanity0.013610168
Threat0.007754337
Severe Toxicity0.0022602081
Low Tox 0.091913216 Moderate Con 0.326 Identity_Assertion
Jan 27, 2026 3 likes 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.