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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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30,738 comments · Page 871 of 1230
Heard the government say they are “new canadians” 🤣
Heard the government say they are “new canadians” 🤣
Identity Attack0.04667538
Insult0.023479814
Profanity0.016479544
Threat0.0068416605
Severe Toxicity0.0026893616
Low Tox 0.075294 Low Con 0.285 Humor_Satire
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
We need to establish some Deportation officers and get it fixed.
We need to establish some Deportation officers and get it fixed.
Identity Attack0.021987455
Insult0.016024929
Profanity0.0127561875
Threat0.013372798
Severe Toxicity0.002193451
Low Tox 0.075294 Low Con 0.268 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
9:06 he came as a student he is done with studying
9:06 he came as a student he is done with studying
Identity Attack0.010581387
Insult0.020385906
Profanity0.026044132
Threat0.009592636
Severe Toxicity0.003376007
Low Tox 0.075294 Low Con 0.299 Question
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, …
As a brit living in Calgary, who is currently trying to jump through several hoops to try and gain PR, it's super tough and disheartening to see so many people here who don't speak english, don't work in a skilled profession, and don't engage with the Canadian community or culture. To expand on that, I have a great job in construction estimating on $85k a year, I speak fluent english (of course), I rent my own condo, my partner is Canadian and I have multiple Canadian friends. Yet, still I'm not convinced my PR visa will ever be granted. Then I walk into Tim Hortons or Subway and the foreign workers there can't understand a word I'm saying... how is that right??
Identity Attack0.027815815
Insult0.030595649
Profanity0.016103793
Threat0.0066668927
Severe Toxicity0.001964569
Low Tox 0.075294 Constructive 0.831
Sep 23, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
"This provides a safe environment".....aka gentrification of america
"This provides a safe environment".....aka gentrification of america
Identity Attack0.024801146
Insult0.023866551
Profanity0.011526455
Threat0.006977591
Severe Toxicity0.001783371
Low Tox 0.075294 Low Con 0.27 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Thanks Carney. You have done nothing
Thanks Carney. You have done nothing
Identity Attack0.002210622
Insult0.031807642
Profanity0.013576009
Threat0.0062396824
Severe Toxicity0.0011825562
Low Tox 0.075294 Moderate Con 0.373
Jan 15, 2026 Canada’s new rules in 2026
Go home, save Canada, make Canada Canadian again
Go home, save Canada, make Canada Canadian again
Identity Attack0.030175667
Insult0.020901557
Profanity0.012380436
Threat0.008893564
Severe Toxicity0.0030708313
Low Tox 0.075294 Low Con 0.185 Identity_Assertion
Jan 15, 2026 2.9 million Canadian temporary visas …
i often hear Canadian natives and Indians in the same sentence.
i often hear Canadian natives and Indians in the same sentence.
Identity Attack0.06795148
Insult0.018516673
Profanity0.0138151245
Threat0.006485652
Severe Toxicity0.0018501282
Low Tox 0.075294 Moderate Con 0.411 Meta_Commentary
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
if they want to get a feel of their home then they should never leave their country in the first place ......
if they want to get a feel of their home then they should never leave their country in the first place ......
Identity Attack0.035847444
Insult0.01929015
Profanity0.011765569
Threat0.007534259
Severe Toxicity0.0019264221
Low Tox 0.075294 Moderate Con 0.306
Nov 17, 2025 Inside Canada's Indian Metropolis (Brampton)
This video is long overdue time for change
This video is long overdue time for change
Identity Attack0.009101473
Insult0.018323302
Profanity0.026863953
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.075294 Moderate Con 0.311 Call_To_Action
Sep 12, 2025 2 likes Why Canadians Are Turning Against …
extremely accurate helmet guy
extremely accurate helmet guy
Identity Attack0.006363631
Insult0.025800243
Profanity0.024814399
Threat0.0104988385
Severe Toxicity0.0030136108
Low Tox 0.075294 Low Con 0.285 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
THIS IS THE VIDEO WE'VE ALL BEEN WAITING FOR.
THIS IS THE VIDEO WE'VE ALL BEEN WAITING FOR.
Identity Attack0.008509507
Insult0.014048916
Profanity0.03615085
Threat0.015256803
Severe Toxicity0.0062942505
Low Tox 0.075294 Low Con 0.28 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
THE MOON IS MADE OF CHEESE !!
THE MOON IS MADE OF CHEESE !!
Identity Attack0.006770608
Insult0.020643732
Profanity0.022628209
Threat0.007754337
Severe Toxicity0.0036239624
Low Tox 0.075294 Low Con 0.189 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
See the thing about the knife to protect yourself, that is incredibly illegal in Canada It's an offense to carry anything for self-defense. Would probably get in more trouble than the trafficker if we're being …
See the thing about the knife to protect yourself, that is incredibly illegal in Canada It's an offense to carry anything for self-defense. Would probably get in more trouble than the trafficker if we're being honest
Identity Attack0.015355183
Insult0.025542418
Profanity0.013507691
Threat0.011327368
Severe Toxicity0.0021362305
Low Tox 0.075294 Constructive 0.563 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Actually India is part of BRI-BRICS, many students-tourists-workers going to China-Russia..CGTN The Point-Hub-Heat, Race to the Future and Modernization..RT International Africa Summit-SPIEF..Alex Reporterfy Media
Actually India is part of BRI-BRICS, many students-tourists-workers going to China-Russia..CGTN The Point-Hub-Heat, Race to the Future and Modernization..RT International Africa Summit-SPIEF..Alex Reporterfy Media
Identity Attack0.04796442
Insult0.018645585
Profanity0.021945024
Threat0.010110466
Severe Toxicity0.0036811829
Low Tox 0.075294 Moderate Con 0.4 Advertisement_Spam
Oct 1, 2025 IRCC Names India in Study …
When your claim is rejected then you should not go back out the front door but rather you're taken out the back door to a bus that takes you to a waiting plane to your …
When your claim is rejected then you should not go back out the front door but rather you're taken out the back door to a bus that takes you to a waiting plane to your home country. Appeal from there
Identity Attack0.01756594
Insult0.019354604
Profanity0.011902207
Threat0.011379151
Severe Toxicity0.0020599365
Low Tox 0.075294 Moderate Con 0.43 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I only visit civilized countries.
I only visit civilized countries.
Identity Attack0.016398663
Insult0.0036769244
Profanity0.00012349451
Threat0.015888816
Severe Toxicity0.000012911385
Low Tox 0.07495639 Identity_Assertion
Dec 10, 2025
There's a model. It's called Hungary. And to a lesser extent Poland.
There's a model. It's called Hungary. And to a lesser extent Poland.
Identity Attack0.048737846
Insult0.019870255
Profanity0.0166845
Threat0.008349842
Severe Toxicity0.0028800964
Low Tox 0.07450261 Low Con 0.29 Comparative_Framing
Aug 28, 2025 Why Canadians Are Turning Against …
its too late Canada crime is out of control
its too late Canada crime is out of control
Identity Attack0.039714564
Insult0.025155678
Profanity0.010569996
Threat0.0077284453
Severe Toxicity0.0017738342
Low Tox 0.07450261 Low Con 0.165 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Dont worry, during Biden administration mostly of them crossed the canada border and came here. My town for example is a disaster because they dont understand what stop sign or red light means.
Identity Attack0.013144426
Insult0.02982438
Profanity0.011594773
Threat0.0072235605
Severe Toxicity0.0014781952
Low Tox 0.07450261 Moderate Con 0.385 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next …
I've lived in Surrey BC for most of my life, I'm an avid outdoors enthusiast and like most Canadians respect and admire nature's beauty. Years ago they built a pond on an undeveloped lot next to my neighborhood. It was a beautiful addition to the town as it allowed wildlife a place to find shelter, while giving us a little nature loop within walking distance. On multiple occasions I have caught people dumping literal truckloads of their households' trash into this small forest on a backroad I frequent. When confronted they laugh it off, and generally don't appear to see that what they're doing is wrong. The pond itself is also filled with crap, despite the posted signs informing of the harm this causes the ecosystem. From my (and most people who live here) experience it is overwhelmingly a single demographic that is responsible for the uncleanness in our shared spaces. Any BC resident can tell you about the access to beautiful nature we are privileged to, and I hate more than anything to see it being desecrated in the way I have. Most people will not speak up about this.
Identity Attack0.0056236745
Insult0.034562174
Profanity0.02023706
Threat0.0067251488
Severe Toxicity0.0017261505
Low Tox 0.07450261 Constructive 0.806 Personal_Narrative
Jan 27, 2026 460 likes Inside Canada's Indian Invasion...
5:42 hahahahahahahahaha
5:42 hahahahahahahahaha
Identity Attack0.008102531
Insult0.01617693
Profanity0.038655918
Threat0.011068452
Severe Toxicity0.0059127808
Low Tox 0.07450261 Low Con 0.258 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Pretty simple to understand. When you go somewhere, you're being welcomed by the people there. You depend on their hospitality, but any place can only be so hospitable; eventually you wear out your welcome, and …
Pretty simple to understand. When you go somewhere, you're being welcomed by the people there. You depend on their hospitality, but any place can only be so hospitable; eventually you wear out your welcome, and that's happening with Indians very quickly. This is a universal pattern that happens in every country with mass immigration. You either respect a place and its original inhabitants, and show them gratitude for being there, or you prepare for conflict.
Identity Attack0.05976611
Insult0.019225692
Profanity0.014703264
Threat0.007637825
Severe Toxicity0.0019168854
Low Tox 0.07450261 Constructive 0.584
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
For punjab you could have shown golden temple. Any sardar riding a bike on a road is not Punjab. It could be anywhere in the country
For punjab you could have shown golden temple. Any sardar riding a bike on a road is not Punjab. It could be anywhere in the country
Identity Attack0.04435511
Insult0.027347196
Profanity0.018597418
Threat0.008323951
Severe Toxicity0.0028038025
Low Tox 0.07450261 Moderate Con 0.301 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Oh no now employers are going to be forced to hire lowly young and unemployed Canadian citizens who desperately need jobs instead. Oh the tragedy... 🙄
Identity Attack0.02439919
Insult0.027605021
Profanity0.011150704
Threat0.0066668927
Severe Toxicity0.0015354156
Low Tox 0.07450261 Low Con 0.264
Nov 21, 2025 171 likes Quebec Ends Economic Immigration Program …

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.