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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

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30,738 comments · Page 643 of 1230
Would you like flies with your donut?😅😅😅
Would you like flies with your donut?😅😅😅
Identity Attack0.008250522
Insult0.04207976
Profanity0.068967216
Threat0.012854968
Severe Toxicity0.009765625
Low Tox 0.19124292 Moderate Con 0.315 Humor_Satire
Feb 10, 2026 Inside Canada's Indian Invasion...
Stop voting liberal. Simple fix
Stop voting liberal. Simple fix
Identity Attack0.11280017
Insult0.062150877
Profanity0.019758832
Threat0.014566151
Severe Toxicity0.005264282
Low Tox 0.19124292 Low Con 0.161
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
All of the non-western countries are trying to destroy the West. This is all this is about.
All of the non-western countries are trying to destroy the West. This is all this is about.
Identity Attack0.10221587
Insult0.033239998
Profanity0.025087673
Threat0.100830056
Severe Toxicity0.0060272217
Low Tox 0.19124292 Low Con 0.157 Fear_Threat
Nov 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates …
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates who find all possible loop holes and even defraud immigration rules and exploit it. Whole villages are emptying in India and moving to suburbs in the west.. One who see Indians in the west might think Sikhs are India, but they are a miniscule minority of about 2% concentrated in Punjab region..
Identity Attack0.21866
Insult0.07365121
Profanity0.047674157
Threat0.010990778
Severe Toxicity0.006904602
Low Tox 0.19124292 Constructive 0.581
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE …
It makes you understand why so many Americans voted for Trump and support ICE. The extreme left media like CBC and CNN try to make it out like a bad thing, but Canada needs ICE as well. We need these people out of our country…NOW!!!❤🇨🇦
Identity Attack0.05976611
Insult0.0816321
Profanity0.014703264
Threat0.012440704
Severe Toxicity0.004119873
Low Tox 0.19124292 Constructive 0.557
Sep 30, 2025 5 likes IRCC Names India in Study …
I went to college with a roommate from Delhi. I visited in his home country and family and actually really enjoyed it. Yes, there is less cleanliness culture. Yes, there is less personal space. He …
I went to college with a roommate from Delhi. I visited in his home country and family and actually really enjoyed it. Yes, there is less cleanliness culture. Yes, there is less personal space. He actually ended up moving to Toronto last year. However with all the negatives you see on YouTube, it's always good to note that Indians are always friendly and helpful people. I'd rather have them than most other immigrant cultures
Identity Attack0.2463217
Insult0.0573046
Profanity0.020646973
Threat0.0063367756
Severe Toxicity0.004863739
Low Tox 0.19124292 Constructive 0.833 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Why am i shaking my head as i read the captions 😂 16:09
Why am i shaking my head as i read the captions 😂 16:09
Identity Attack0.010137413
Insult0.023995465
Profanity0.062454045
Threat0.094697006
Severe Toxicity0.00869751
Low Tox 0.19124292 Moderate Con 0.405 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, …
There are more serious reasons, and the total number of temporary work permit holders as a percentage of the Canadian population is just a small fraction, while there is unemployment and crisis around the world, and the impact of Trump’s tariffs. But immigrants are seen as the black sheep and blamed for everything in all agendas of both parties. If the Canadian government wants to limit businesses from hiring temporary work permit workers, they should set a quota for them. Businesses that cannot hire Canadian workers must leave those positions vacant. All companies like Tim Hortons, Metro, Farms, fast food shops, etc. should be banned from hiring temporary permit workers, and any company that hires more than 10% of its staff must be seriously fined. Is it difficult to do? Too easy.
Identity Attack0.11512129
Insult0.089778624
Profanity0.027273865
Threat0.0075083673
Severe Toxicity0.0046157837
Low Tox 0.19124292 Constructive 0.657
Oct 1, 2025 1 likes IRCC Names India in Study …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler out here blowing up spots
Tyler out here blowing up spots
Identity Attack0.008028535
Insult0.06250052
Profanity0.075468846
Threat0.030623792
Severe Toxicity0.006828308
Low Tox 0.19124292 Low Con 0.273
Jan 27, 2026 Inside Canada's Indian Invasion...
They are Punjabis not indians
They are Punjabis not indians
Identity Attack0.25647953
Insult0.06302499
Profanity0.062454045
Threat0.007793174
Severe Toxicity0.0076293945
Low Tox 0.19124292 Low Con 0.173 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
And they all ignore Canadians and judge them and assume we’re privileged when we’re the opppsite we’re watching our homes being invaded
Identity Attack0.12556632
Insult0.06529768
Profanity0.01535229
Threat0.011741633
Severe Toxicity0.0040626526
Low Tox 0.19124292 Moderate Con 0.34 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Why do you let over a million a year come in the first place? We can't afford it. Close the border to immigration. When you realize your parenting is failing you don't make more kids.
Why do you let over a million a year come in the first place? We can't afford it. Close the border to immigration. When you realize your parenting is failing you don't make more kids.
Identity Attack0.10221587
Insult0.06687108
Profanity0.014156717
Threat0.008686432
Severe Toxicity0.0041389465
Low Tox 0.19124292 Low Con 0.278 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
😂 even the answer seeker don't get an answer for the Indian people in there .
😂 even the answer seeker don't get an answer for the Indian people in there .
Identity Attack0.21075934
Insult0.04442204
Profanity0.030890211
Threat0.008026198
Severe Toxicity0.0051879883
Low Tox 0.19124292 Low Con 0.188
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Trump effect , admid it...who wanna get a great country back...5 years ago , no immigrants where am living...now they are everywhere...its going way too fast
Identity Attack0.17847598
Insult0.05964688
Profanity0.013610168
Threat0.007521313
Severe Toxicity0.0049591064
Low Tox 0.19124292 Constructive 0.512 Fear_Threat
Jan 2, 2026 Deportations From Canada at Their …
Dude, come back to parliament. Send temporary foreign workers home.
Dude, come back to parliament. Send temporary foreign workers home.
Identity Attack0.1035157
Insult0.06512285
Profanity0.016616182
Threat0.010705971
Severe Toxicity0.0036621094
Low Tox 0.19124292 Low Con 0.224 Call_To_Action
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
LoL.. Canadians outraged at their own voting habits
LoL.. Canadians outraged at their own voting habits
Identity Attack0.17226285
Insult0.06599696
Profanity0.02208166
Threat0.007314181
Severe Toxicity0.004558563
Low Tox 0.19124292 Low Con 0.199
Mar 1, 2019 How much do refugees and …
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism …
Canadian here, my local malls food court used to include subway, Mary browns, Tim’s hortons etc… today, it’s all foreign food places and you can barely read any of the names of each spot. Liberalism ruined Canada.
Identity Attack0.08252834
Insult0.0810151
Profanity0.014122557
Threat0.00899713
Severe Toxicity0.0027656555
Low Tox 0.19124292 Moderate Con 0.45 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Wow they support khalistan 😮
Wow they support khalistan 😮
Identity Attack0.14875233
Insult0.061976057
Profanity0.04141149
Threat0.011379151
Severe Toxicity0.010604858
Low Tox 0.19124292 Low Con 0.183 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
I blame all of this ness on Trudeau..full stop
I blame all of this ness on Trudeau..full stop
Identity Attack0.012943448
Insult0.12883772
Profanity0.019212283
Threat0.008531082
Severe Toxicity0.0030136108
Low Tox 0.19124292 Moderate Con 0.332
Dec 11, 2025 2 likes IRCC Names India in Study …
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
there's nothing racist about not wanting bad people coming into your country, its not about race it's about culture. please adopt Canadian values if you are going to stay here long term.
Identity Attack0.16373143
Insult0.06512285
Profanity0.015625564
Threat0.008155655
Severe Toxicity0.0042915344
Low Tox 0.19124292 Constructive 0.52 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
hilarious to see you in Brampton You shoulda came to Hamilton LMFAO
hilarious to see you in Brampton You shoulda came to Hamilton LMFAO
Identity Attack0.014149316
Insult0.061101943
Profanity0.094219476
Threat0.011793415
Severe Toxicity0.009231567
Low Tox 0.19124292 Low Con 0.298 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
LOL 11:43 This border crossing is in the area I live in Vermont. Crossed it many times. I would highly recommend you do not come across illegally.
Identity Attack0.048995655
Insult0.058475737
Profanity0.027273865
Threat0.010576514
Severe Toxicity0.0049972534
Low Tox 0.19124292 Constructive 0.69 Personal_Narrative
Jan 27, 2026 20 likes Inside Canada's Indian Invasion...
0:12 Well, when you want an HONEST opinion!!!
0:12 Well, when you want an HONEST opinion!!!
Identity Attack0.009434453
Insult0.04207976
Profanity0.03765389
Threat0.010188141
Severe Toxicity0.006790161
Low Tox 0.19124292 Low Con 0.219
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
Immigration lawyer?????? What a guest.. You must be kidding
Immigration lawyer?????? What a guest.. You must be kidding
Identity Attack0.054763943
Insult0.07333439
Profanity0.016547862
Threat0.006712203
Severe Toxicity0.0029754639
Low Tox 0.19124292 Low Con 0.276
Jan 21, 2026 2 likes Why Canada’s immigration system has …

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.