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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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30,738 comments · Page 803 of 1230
Why no outrage when the left deports???
Why no outrage when the left deports???
Identity Attack0.036878675
Insult0.023866551
Profanity0.013917602
Threat0.010628296
Severe Toxicity0.002336502
Low Tox 0.10609736 Low Con 0.231 Call_To_Action
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
As a indian I'm sorry
As a indian I'm sorry
Identity Attack0.084182754
Insult0.02173949
Profanity0.031641733
Threat0.007819066
Severe Toxicity0.003643036
Low Tox 0.10609736 Constructive 0.506
Aug 25, 2025 7 likes Why Canadians Are Turning Against …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education …
When I was a small child, I had planned to go to European and American countries based on my knowledge and good values and not for money because I thought that people with good education and rules followed lived there. Now I am 18 and it is very sad to see that people who lack basic manners are going there in exchange of money, yes it is true that you cannot bring knowledge and good values in yourself with money, European people and American people should also think about this and should ask questions to their government that why are they bringing these people to get profit in the vote bank or are they very educated people, but looking at the condition it is not true that Their parents may have also taught them basic manners, many Indians do not have the flexibility to change their habits after seeing the country, but they would have had problems with people coming to their country from outside who did not live in the Indian culture, but if they did not live with outsiders and were forbidden to do that, then that would be racism! One should follow whatever religion one wants but see again it should change with the new environment, even in nature when a species migrates to a new place it follows the rules and practices it uses, it does not mean that its genetics change completely.
Identity Attack0.037136484
Insult0.03511308
Profanity0.027683776
Threat0.007598988
Severe Toxicity0.0028038025
Low Tox 0.10609736 Constructive 0.759 Identity_Assertion
Feb 11, 2026 3 likes Inside Canada's Indian Invasion...
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are …
So there was nobody here before the Europeans came &…changed the culture? Is French indigenous to that continent? Did Europeans make efforts to integrate? Where is the native representation in Canadian identity? Now Europeans are acting like victims when the same is done to them. It IS about race. Would they feel the same if the immigrants looked like them? I doubt it
Identity Attack0.09741807
Insult0.023479814
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0021839142
Low Tox 0.10566349 Moderate Con 0.457
Aug 26, 2025 Why Canadians Are Turning Against …
18000 uneducated farmers = no tax revenue and no progress. Now Brampton has it's own GDP that is greater than some European countries.
18000 uneducated farmers = no tax revenue and no progress. Now Brampton has it's own GDP that is greater than some European countries.
Identity Attack0.02138452
Insult0.053205602
Profanity0.0113215
Threat0.006168481
Severe Toxicity0.0017356873
Low Tox 0.10566349 Moderate Con 0.314 Economic_Argument
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
They are legal it's not called invasion
They are legal it's not called invasion
Identity Attack0.047448806
Insult0.019547975
Profanity0.025497584
Threat0.008841781
Severe Toxicity0.0041007996
Low Tox 0.10566349 Low Con 0.219 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
selling PR status to flood of rich Chinese through Quebec QIIP loophole wasn't a problem, but this is?
selling PR status to flood of rich Chinese through Quebec QIIP loophole wasn't a problem, but this is?
Identity Attack0.06340405
Insult0.032138187
Profanity0.013917602
Threat0.007340072
Severe Toxicity0.0022602081
Low Tox 0.10566349 Low Con 0.221 Policy_Critique
Nov 20, 2025 5 likes Quebec Ends Economic Immigration Program …
Americans and Canadans are experimenting what native Americans experimented
Americans and Canadans are experimenting what native Americans experimented
Identity Attack0.06929302
Insult0.025800243
Profanity0.015693882
Threat0.007521313
Severe Toxicity0.0026130676
Low Tox 0.10566349 Moderate Con 0.328 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy is hilarious
Bike guy is hilarious
Identity Attack0.015757138
Insult0.039151907
Profanity0.034397304
Threat0.008440462
Severe Toxicity0.0038337708
Low Tox 0.10566349 Moderate Con 0.368 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Gotta feed those kids when their parents cant afford groceries.
Gotta feed those kids when their parents cant afford groceries.
Identity Attack0.0071035884
Insult0.023866551
Profanity0.01846078
Threat0.026307223
Severe Toxicity0.0036239624
Low Tox 0.10566349 Moderate Con 0.325 Moral_Argument
Jan 11, 2026 24 likes Canada’s new rules in 2026
I like unc on the bike 😂😂😂
I like unc on the bike 😂😂😂
Identity Attack0.009027477
Insult0.018967867
Profanity0.04366605
Threat0.020782012
Severe Toxicity0.0059509277
Low Tox 0.10566349 Moderate Con 0.377
Jan 27, 2026 Inside Canada's Indian Invasion...
Moratorium on ALL IMMIGRATION
Moratorium on ALL IMMIGRATION
Identity Attack0.05976611
Insult0.018710041
Profanity0.014122557
Threat0.008764107
Severe Toxicity0.0039100647
Low Tox 0.10566349 Low Con 0.129
Sep 27, 2025 7 likes IRCC Names India in Study …
Gotta be careful defending yourself in Canada Tyler. Canadians aren’t allowed to carry weapons of any kind for defence be it mace, knives, batons, brass knuckles and definitely not guns. It’s even illegally to wear …
Gotta be careful defending yourself in Canada Tyler. Canadians aren’t allowed to carry weapons of any kind for defence be it mace, knives, batons, brass knuckles and definitely not guns. It’s even illegally to wear stab proof or bullet proof vests without being law enforcement or security guards while working only. A real shame considering the crime rates in major cities and isolated towns.
Identity Attack0.029660052
Insult0.026702631
Profanity0.013029462
Threat0.030623792
Severe Toxicity0.0032424927
Low Tox 0.10566349 Constructive 0.646 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Buddy on Bike Giga Chad.
Buddy on Bike Giga Chad.
Identity Attack0.00725158
Insult0.033019636
Profanity0.10363861
Threat0.011974656
Severe Toxicity0.006980896
Low Tox 0.10566349 Low Con 0.284 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It is just so obvious.
Identity Attack0.055673428
Insult0.029714199
Profanity0.011423977
Threat0.0070552654
Severe Toxicity0.0022888184
Low Tox 0.10566349 Moderate Con 0.444 Fear_Threat
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
We've become to liberal that's the problem . Not conservative
We've become to liberal that's the problem . Not conservative
Identity Attack0.04435511
Insult0.033570543
Profanity0.014669105
Threat0.0067251488
Severe Toxicity0.001821518
Low Tox 0.10566349 Moderate Con 0.351
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Having the CRA do your taxes is just asking to get hosed
Having the CRA do your taxes is just asking to get hosed
Identity Attack0.004680229
Insult0.034451995
Profanity0.027273865
Threat0.009437286
Severe Toxicity0.0023555756
Low Tox 0.10566349 Low Con 0.266
Jan 13, 2026 1 likes Canada’s new rules in 2026
How long before we see funeral pyres along the credit river
How long before we see funeral pyres along the credit river
Identity Attack0.009064475
Insult0.021610579
Profanity0.021330157
Threat0.03165977
Severe Toxicity0.00415802
Low Tox 0.10566349 Low Con 0.235
Oct 1, 2025 1 likes Why Canadians Are Turning Against …
Thank you for bringing attention of the great jeet-ification of my country
Thank you for bringing attention of the great jeet-ification of my country
Identity Attack0.024801146
Insult0.02618698
Profanity0.04266402
Threat0.010887212
Severe Toxicity0.0045776367
Low Tox 0.10566349 Moderate Con 0.35 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They will solve this problem. All should boycott the USA! Do not buy their products, cars, etc. Do not go there! There industry and healthcare will collapse soon. Canada will win this battle at the end of the day. Trust in Liberal!
Identity Attack0.023193322
Insult0.04149419
Profanity0.012380436
Threat0.008285114
Severe Toxicity0.002298355
Low Tox 0.10566349 Moderate Con 0.461 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Why are you all up in Canadas drawers when you could be in Minneapolis doing some real journalism. Bro this was unwatchable.
Why are you all up in Canadas drawers when you could be in Minneapolis doing some real journalism. Bro this was unwatchable.
Identity Attack0.019274252
Insult0.04207976
Profanity0.013302735
Threat0.006757513
Severe Toxicity0.0019741058
Low Tox 0.10566349 Low Con 0.246 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Came here as a student not surprisingly and he’s probably here illegally on a expired student visa 🤦‍♂️
Came here as a student not surprisingly and he’s probably here illegally on a expired student visa 🤦‍♂️
Identity Attack0.034300596
Insult0.031256735
Profanity0.015728042
Threat0.0062137907
Severe Toxicity0.002117157
Low Tox 0.10566349 Low Con 0.232 Unverified_Claim
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey bro great vid, we created a bag for you to claim, around 16k btw
Hey bro great vid, we created a bag for you to claim, around 16k btw
Identity Attack0.012061302
Insult0.022190686
Profanity0.04667213
Threat0.018882722
Severe Toxicity0.005531311
Low Tox 0.10566349 Moderate Con 0.437 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
They can all go home now.
They can all go home now.
Identity Attack0.01465176
Insult0.025929155
Profanity0.016172111
Threat0.015429466
Severe Toxicity0.0030899048
Low Tox 0.10566349 Low Con 0.263
Jun 22, 2025 2 likes How Canada broke its immigration …
Buddy on the bike was openly honest 😂😂😂😂😂😂😂😂
Buddy on the bike was openly honest 😂😂😂😂😂😂😂😂
Identity Attack0.008879486
Insult0.0233509
Profanity0.031140719
Threat0.009437286
Severe Toxicity0.0049591064
Low Tox 0.10566349 Moderate Con 0.375 Humor_Satire
Jan 27, 2026 18,388 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.