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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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30,738 comments · Page 598 of 1230
The failed former Immigration Minister (and also Housing Minister) is now the failing Justice Minister. He is the perfect example of failing upwards in Canada, a true Turdeau legacy.
The failed former Immigration Minister (and also Housing Minister) is now the failing Justice Minister. He is the perfect example of failing upwards in Canada, a true Turdeau legacy.
Identity Attack0.013043936
Insult0.1935001
Profanity0.013712646
Threat0.006375613
Severe Toxicity0.0030136108
Low Tox 0.22311419 Low Con 0.209 Policy_Critique
Jan 19, 2026 48 likes Why Canada’s immigration system has …
Poon job? 😂
Poon job? 😂
Identity Attack0.0061046463
Insult0.07016616
Profanity0.2666764
Threat0.006479179
Severe Toxicity0.017803956
Low Tox 0.22311419 Low Con 0.23 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
Identity Attack0.18903255
Insult0.07016616
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0044822693
Low Tox 0.22311419 Moderate Con 0.346
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Its crazy letting people enter your country in massive amounts and then letting them simply settle and create insulated communities within your nation. Any group must be compelled to assimilate to the host culture as …
Its crazy letting people enter your country in massive amounts and then letting them simply settle and create insulated communities within your nation. Any group must be compelled to assimilate to the host culture as a condition for citizenship.
Identity Attack0.06929302
Insult0.09270445
Profanity0.05393682
Threat0.007754337
Severe Toxicity0.0040626526
Low Tox 0.22311419 Moderate Con 0.348
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Reword your title. Canadians are not turning against anything...immigrants turned against Canadians
Reword your title. Canadians are not turning against anything...immigrants turned against Canadians
Identity Attack0.26325142
Insult0.06774519
Profanity0.014600786
Threat0.0074954215
Severe Toxicity0.004043579
Low Tox 0.22311419 Moderate Con 0.333
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Bro sound they cant hold a job but he doesnt even have a car LOL buddy riding a bike in the dead of winter
Bro sound they cant hold a job but he doesnt even have a car LOL buddy riding a bike in the dead of winter
Identity Attack0.010951365
Insult0.0670459
Profanity0.069969244
Threat0.025961896
Severe Toxicity0.0077056885
Low Tox 0.22311419 Low Con 0.237 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
hate against pajeet is getting outta hand
hate against pajeet is getting outta hand
Identity Attack0.10221587
Insult0.13064787
Profanity0.10301965
Threat0.023026628
Severe Toxicity0.012283325
Low Tox 0.22311419 Low Con 0.19
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I work at a Amazon warehouse in Ca. There’s maybe 80% Indians here. They took over all the job opportunities from the locals SMH
I work at a Amazon warehouse in Ca. There’s maybe 80% Indians here. They took over all the job opportunities from the locals SMH
Identity Attack0.26663736
Insult0.06757036
Profanity0.06295506
Threat0.008026198
Severe Toxicity0.0074386597
Low Tox 0.22177623 Constructive 0.51
Jan 27, 2026 Inside Canada's Indian Invasion...
that Poland guy not wearing a shirt on the side walk, but feel embarrassed coz his neighbours open the house windows.
that Poland guy not wearing a shirt on the side walk, but feel embarrassed coz his neighbours open the house windows.
Identity Attack0.13377325
Insult0.06889887
Profanity0.07999486
Threat0.011612174
Severe Toxicity0.006828308
Low Tox 0.22177623 Moderate Con 0.353
Oct 29, 2025 400 likes Inside Canada's Indian Metropolis (Brampton)
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
It wasn't long ago when simply talking about the Indian invasion in Canada would get you silenced. Thanks Tyler!
Identity Attack0.23922618
Insult0.06858205
Profanity0.01620627
Threat0.008789998
Severe Toxicity0.0052261353
Low Tox 0.22177623 Moderate Con 0.49 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
OMG,Makings of mass mob civil unrest..like in dark age Europe.
OMG,Makings of mass mob civil unrest..like in dark age Europe.
Identity Attack0.10221587
Insult0.06354945
Profanity0.036401358
Threat0.05042134
Severe Toxicity0.009346008
Low Tox 0.22177623 Low Con 0.164 Fear_Threat
Feb 23, 2026 Inside Canada's Indian Invasion...
Starting to look tyrannical
Starting to look tyrannical
Identity Attack0.019274252
Insult0.07555214
Profanity0.058946952
Threat0.029415153
Severe Toxicity0.0065231323
Low Tox 0.22177623 Low Con 0.27 Fear_Threat
Jan 11, 2026 1 likes Canada’s new rules in 2026
Arrest convict sentence then deport
Arrest convict sentence then deport
Identity Attack0.06704199
Insult0.030375287
Profanity0.032142747
Threat0.13245705
Severe Toxicity0.008277893
Low Tox 0.22177623 Low Con 0.279 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Yo some1 pls tell me that there are at least some well mannered Indians abroad
Identity Attack0.23542951
Insult0.0623257
Profanity0.07385241
Threat0.011560392
Severe Toxicity0.009994507
Low Tox 0.22177623 Moderate Con 0.343 Question
Jan 28, 2026 Inside Canada's Indian Invasion...
Who says immigrants from India don't pay Taxes... Our taxes are the reason why Canada is able to pay EI to the unemployed Canadian who sit back and do no work. Be hard working like …
Who says immigrants from India don't pay Taxes... Our taxes are the reason why Canada is able to pay EI to the unemployed Canadian who sit back and do no work. Be hard working like us and then lift a finger
Identity Attack0.18468912
Insult0.07491849
Profanity0.015898837
Threat0.011612174
Severe Toxicity0.0065231323
Low Tox 0.22177623 Constructive 0.571
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If you ain’t my mom, I ain’t holding the door for no ones.
If you ain’t my mom, I ain’t holding the door for no ones.
Identity Attack0.012842959
Insult0.06634661
Profanity0.064458095
Threat0.022335978
Severe Toxicity0.0062942505
Low Tox 0.22177623 Moderate Con 0.316 Humor_Satire
Aug 27, 2025 Why Canadians Are Turning Against …
Not just brampton, you hardly find work in woodbridge, Mississauga, etobicoke. And if you can find it, there are 90% indian workers there ,they gang up together, and those little indian kids showing boss attitude …
Not just brampton, you hardly find work in woodbridge, Mississauga, etobicoke. And if you can find it, there are 90% indian workers there ,they gang up together, and those little indian kids showing boss attitude to you ...
Identity Attack0.26325142
Insult0.07491849
Profanity0.027410502
Threat0.008453408
Severe Toxicity0.005531311
Low Tox 0.22177623 Moderate Con 0.484 Fear_Threat
Jan 12, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Ontario here , its madness . we're minority in our own country now .
Ontario here , its madness . we're minority in our own country now .
Identity Attack0.099899694
Insult0.100019015
Profanity0.02249157
Threat0.0074565844
Severe Toxicity0.0039100647
Low Tox 0.22177623 Moderate Con 0.395 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s a Trojan horse folks! And this place failed ME at math.
It’s a Trojan horse folks! And this place failed ME at math.
Identity Attack0.014752249
Insult0.11172232
Profanity0.06395709
Threat0.007327127
Severe Toxicity0.0048828125
Low Tox 0.22177623 Low Con 0.267 Fear_Threat
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
Sorry folks, Canada cant save every desperate person in the world! Most refugee claims are fake anyways!
Sorry folks, Canada cant save every desperate person in the world! Most refugee claims are fake anyways!
Identity Attack0.11163961
Insult0.1087965
Profanity0.018734055
Threat0.00666042
Severe Toxicity0.0032043457
Low Tox 0.22177623 Low Con 0.271
Dec 23, 2025 172 likes Deportations From Canada at Their …
Dude i wouldve been your body gaurd for free 🤷‍♂️ (Idk if that means much, i personally see myself as a skinny tall dude 🤣)
Dude i wouldve been your body gaurd for free 🤷‍♂️ (Idk if that means much, i personally see myself as a skinny tall dude 🤣)
Identity Attack0.10221587
Insult0.06442356
Profanity0.104876526
Threat0.018710058
Severe Toxicity0.010681152
Low Tox 0.22177623 Constructive 0.515
Jan 27, 2026 Inside Canada's Indian Invasion...
Lot of bogus asylum seekers. It’s a great program but it’s being abused by thousands of economic migrants
Lot of bogus asylum seekers. It’s a great program but it’s being abused by thousands of economic migrants
Identity Attack0.19495805
Insult0.08030447
Profanity0.027683776
Threat0.009048914
Severe Toxicity0.0049972534
Low Tox 0.22177623 Moderate Con 0.45 Policy_Critique
Dec 29, 2025 Deportations From Canada at Their …
These are not upper class Indian but more of middle class. Upper class end up in US/ Silicon Valley
These are not upper class Indian but more of middle class. Upper class end up in US/ Silicon Valley
Identity Attack0.26155844
Insult0.07016616
Profanity0.04642162
Threat0.009204263
Severe Toxicity0.0075912476
Low Tox 0.22177623 Low Con 0.198 Comparative_Framing
Feb 22, 2026 Inside Canada's Indian Invasion...
Unfortunately, the damage that has been done to the country is irreparable, and like a tattoo, we will have to live with it forever, all in a moments hubris by Justin.
Unfortunately, the damage that has been done to the country is irreparable, and like a tattoo, we will have to live with it forever, all in a moments hubris by Justin.
Identity Attack0.0055866763
Insult0.16788013
Profanity0.016752819
Threat0.008077981
Severe Toxicity0.0026130676
Low Tox 0.22177623 Moderate Con 0.351 Fear_Threat
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …

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.