Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 855 of 1230
Canada is already done. All thanks to the beautiful Liberal Party. The Gov. has ALL the power to make us or break us.
Canada is already done. All thanks to the beautiful Liberal Party. The Gov. has ALL the power to make us or break us.
Identity Attack0.009212466
Insult0.021868404
Profanity0.015898837
Threat0.029587816
Severe Toxicity0.0021743774
Low Tox 0.08320791 Low Con 0.221
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
5:20 bro didnt hesitate
5:20 bro didnt hesitate
Identity Attack0.008916483
Insult0.017088935
Profanity0.037904397
Threat0.013010317
Severe Toxicity0.0052261353
Low Tox 0.08320791 Moderate Con 0.305 Meta_Commentary
Feb 5, 2026 Inside Canada's Indian Invasion...
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Identity Attack0.04822223
Insult0.01961243
Profanity0.017299367
Threat0.00866054
Severe Toxicity0.002117157
Low Tox 0.08320791 Low Con 0.29 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s an Indian thing
It’s an Indian thing
Identity Attack0.06658725
Insult0.019934712
Profanity0.028093686
Threat0.00756015
Severe Toxicity0.0035095215
Low Tox 0.08320791 Low Con 0.263 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
How many vosas have already expired and those people ARE STILL IN CANADA?
How many vosas have already expired and those people ARE STILL IN CANADA?
Identity Attack0.038167715
Insult0.027605021
Profanity0.013610168
Threat0.0074048014
Severe Toxicity0.0026130676
Low Tox 0.08320791 Low Con 0.231 Unverified_Claim
Jan 15, 2026 279 likes 2.9 million Canadian temporary visas …
Not called brown town 4 nothing 😅
Not called brown town 4 nothing 😅
Identity Attack0.03249594
Insult0.023608726
Profanity0.02119352
Threat0.007883795
Severe Toxicity0.0028038025
Low Tox 0.08320791 Low Con 0.26 Humor_Satire
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is soo cooked bruh 😅
Canada is soo cooked bruh 😅
Identity Attack0.025203101
Insult0.02657372
Profanity0.023516348
Threat0.0072882893
Severe Toxicity0.0030708313
Low Tox 0.08320791 Low Con 0.288 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Too many people. We dont need more!
Too many people. We dont need more!
Identity Attack0.006030651
Insult0.025542418
Profanity0.01261955
Threat0.008841781
Severe Toxicity0.002117157
Low Tox 0.08320791 Low Con 0.275 Policy_Critique
Nov 20, 2025 25 likes Quebec Ends Economic Immigration Program …
Everyone should stop going to Tim Hortons.
Everyone should stop going to Tim Hortons.
Identity Attack0.005512681
Insult0.026831545
Profanity0.013849284
Threat0.0072753434
Severe Toxicity0.0012397766
Low Tox 0.08320791 Low Con 0.285 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of dollars spent elsewhere could be spent on the people where it was taken from in the beginning. Canadians could be not living under the poverty rate or homeless or this opioid addiction do you know how much the medication cost for suboxone or methadone 375 a month. Meanwhile the cost for a prescription of hydromorphone cast 130 to 150 a month. So sick of how much money goes on this big opioid crisis and how much it could be helped. Housing homelessness could be solved. The list goes on the billions of dollars could help the Canadian people's. Mental health is at an all-time high what do you think people are going to do soon mabe look at the fires that happened purposely. Or soon to be homegrown terrorists. All because of spending tax money carelessly add not giving the citizens what they deserve. Sad butt it's inedible.
Identity Attack0.034816213
Insult0.028942931
Profanity0.013780965
Threat0.006861079
Severe Toxicity0.002117157
Low Tox 0.08320791 Constructive 0.721
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
It seems to me that Canada's basic ideology and identity revolves around $$$$. Much if that is heavy industry and services which cater to the needs of such industries. Family, faith, community, children, are way, …
It seems to me that Canada's basic ideology and identity revolves around $$$$. Much if that is heavy industry and services which cater to the needs of such industries. Family, faith, community, children, are way, way diwn on the list of priorities. Canada has what it fed. Quit complaining. 😢
Identity Attack0.018168874
Insult0.03257891
Profanity0.011526455
Threat0.006537435
Severe Toxicity0.0014019012
Low Tox 0.08320791 Moderate Con 0.497 Identity_Assertion
Mar 1, 2026 1 likes LILLEY UNLEASHED: The fall of …
The canadian leadership needs to understand that the population does not want sharia law or the threat of future sharia law
The canadian leadership needs to understand that the population does not want sharia law or the threat of future sharia law
Identity Attack0.058856625
Insult0.019934712
Profanity0.013268576
Threat0.009877442
Severe Toxicity0.0028038025
Low Tox 0.08320791 Low Con 0.171 Fear_Threat
Dec 26, 2025 Deportations From Canada at Their …
Really Indian people
Really Indian people
Identity Attack0.06929302
Insult0.021803947
Profanity0.027820412
Threat0.008013252
Severe Toxicity0.0038719177
Low Tox 0.08320791 Moderate Con 0.391 Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
When people think they are helping the down and out from other countries, don't believe it ,the poor can't afford to leave.
When people think they are helping the down and out from other countries, don't believe it ,the poor can't afford to leave.
Identity Attack0.032753747
Insult0.028171662
Profanity0.012482914
Threat0.006822242
Severe Toxicity0.001745224
Low Tox 0.08320791 Moderate Con 0.469 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Who cares legaliiizzee weeed dueeerrrrrrr derrrrrr weeeed derrrrrrrrrrrrrrrrrrrrrrrrr
Who cares legaliiizzee weeed dueeerrrrrrr derrrrrr weeeed derrrrrrrrrrrrrrrrrrrrrrrrr
Identity Attack0.0076585566
Insult0.026058068
Profanity0.11292298
Threat0.006420923
Severe Toxicity0.0125103295
Low Tox 0.08320791 Moderate Con 0.316
Oct 21, 2018 How much do refugees and …
The zoom in on the flip flops 😂
The zoom in on the flip flops 😂
Identity Attack0.0054756827
Insult0.02122384
Profanity0.050429728
Threat0.009437286
Severe Toxicity0.0038337708
Low Tox 0.08320791 Low Con 0.3 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
Cbc bs
Cbc bs
Identity Attack0.0064006294
Insult0.031146556
Profanity0.08290444
Threat0.007301235
Severe Toxicity0.0038146973
Low Tox 0.08320791 Moderate Con 0.413
Dec 25, 2025 How much do refugees and …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers actually being valued and needed instead of competing for not even enough jobs? Oooh, so scary. Whatever they thought would happen, I don't see how it could have been worse than what we have now. How is getting millions of Tim Hortons and Walmart workers helping the aging population? It doesn't. The explanations don't make sense. 9:25 bs!!! How could they possibly think this? Their position is that since there was a population explosion in the 40's, now every future generation has to explode their population as well, or else there will be too many old people? Come on. It's too ridiculous to take seriously. Now since the rate isn't the same as the 40's they decide let's just import from countries that are massively over populated.... and become more like them. Like... NO!!! This is not what I want from life or for our world.
Identity Attack0.009434453
Insult0.03312982
Profanity0.020032106
Threat0.0071199946
Severe Toxicity0.0022602081
Low Tox 0.08320791 Constructive 0.71 Policy_Critique
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become a Canadian? A significant portion of people living in Canada are first/second/third generation Canadians and so, how do we classify these people, are they immigrants or are they not? And what of their parents/grandparents who immigrated, are they? It's very important to note that without their ancestor parents, all these first/second/third gen Canadians will not be here and they are now 'Canadians' today because we had pro-immigration laws. Also, the idea of accessing services is by itself, very problematic. I spent the first 4 years of my life here paying high tuition fees as well as tax that are used to subsidize fellow Canadians' tuition fees yet I'm not able to access any government services. Following graduation, I worked as a worker on visa where my tax was no less than an average Canadian yet government services were very much inaccessible to me. It was only after I became permanent resident, that somehow everything suddenly became available to me. I have been tax paying 6-7 years before I became a PR here yet all those years, I wasn't able to access a single thing yet somehow, after I became PR, I'm eligible for everything? The tax argument doesn't make sense at all. I will be eligible to apply for citizenship in like a year and does that mean now I am one of you, Canadians?
Identity Attack0.060220852
Insult0.025155678
Profanity0.012926984
Threat0.006861079
Severe Toxicity0.002002716
Low Tox 0.08320791 Constructive 0.865
Oct 25, 2017 4 likes How much do refugees and …
I so agreed with that man wearing no shirt ❤
I so agreed with that man wearing no shirt ❤
Identity Attack0.010507392
Insult0.023608726
Profanity0.023106437
Threat0.007689608
Severe Toxicity0.002784729
Low Tox 0.08320791 Constructive 0.514 Meta_Commentary
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler: "how's the driving out here?" Canadians: "he he he" *cAnAdiAnS*: "he he he"
Tyler: "how's the driving out here?" Canadians: "he he he" *cAnAdiAnS*: "he he he"
Identity Attack0.053399716
Insult0.020708188
Profanity0.01846078
Threat0.008013252
Severe Toxicity0.0030899048
Low Tox 0.08320791 Moderate Con 0.34 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
2:54 rare to find that kind of self awareness today😂
2:54 rare to find that kind of self awareness today😂
Identity Attack0.006363631
Insult0.019999169
Profanity0.026863953
Threat0.008712323
Severe Toxicity0.0032806396
Low Tox 0.08320791 Moderate Con 0.337 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I've lived in Brampton for 26 years and see it change. I think you completely missed highlighting K-extremism through this video. The same people are involved in most of the crime too.
I've lived in Brampton for 26 years and see it change. I think you completely missed highlighting K-extremism through this video. The same people are involved in most of the crime too.
Identity Attack0.01766643
Insult0.023221988
Profanity0.017299367
Threat0.008349842
Severe Toxicity0.0021076202
Low Tox 0.08320791 Constructive 0.765
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indian Punjabi 🇮🇳 6million problem
Indian Punjabi 🇮🇳 6million problem
Identity Attack0.06749674
Insult0.055547886
Profanity0.029050145
Threat0.012181788
Severe Toxicity0.008201599
Low Tox 0.08320791 Low Con 0.297
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Lol only 296 really it's alot more how the century plan working out for you guys
Lol only 296 really it's alot more how the century plan working out for you guys
Identity Attack0.0074365693
Insult0.0233509
Profanity0.035649836
Threat0.009023022
Severe Toxicity0.0031089783
Low Tox 0.08320791 Low Con 0.285 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.