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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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Active: "to all americans: why don't …" 470 comments · Page 14 of 19
As an American.. This is crazy.. Im sorry that Canadians have to deal with this.
As an American.. This is crazy.. Im sorry that Canadians have to deal with this.
Identity Attack0.055637103
Insult0.052956227
Profanity0.00075160706
Threat0.00053928193
Severe Toxicity0.000008889105
Low Tox 0.1581604
Dec 8, 2025 1 likes
American owned Toronto Sun with right wing biased Batra putting down liberals again. Same old shtick.
American owned Toronto Sun with right wing biased Batra putting down liberals again. Same old shtick.
Identity Attack0.027413858
Insult0.07523532
Profanity0.020783609
Threat0.009281937
Severe Toxicity0.00289917
Low Tox 0.15766735 Low Con 0.193 Meta_Commentary
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Indian came and American want to come in Canada or want whole canada 🇨🇦 🤔
Indian came and American want to come in Canada or want whole canada 🇨🇦 🤔
Identity Attack0.16373143
Insult0.030265106
Profanity0.019690514
Threat0.006809296
Severe Toxicity0.004310608
Low Tox 0.15711457 Low Con 0.19 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Any comments on when Native Americans were forced out of their culture
Any comments on when Native Americans were forced out of their culture
Identity Attack0.12735364
Insult0.028502205
Profanity0.026590679
Threat0.01238892
Severe Toxicity0.004310608
Low Tox 0.15656179 Low Con 0.269 Comparative_Framing
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. But for one you should learn to speak the language you can speak your native tongue also but you should also speak the language to the country you’re going to, and the driving issue I’m pretty sure is due to the way they drive in India there’s like no road laws and its insane driving. Maybe there needs to be more laws regarding some of these things you should have to take driving lessons in the country you’re moving to. I don’t exactly know but there needs to be more rules. I’m sorry to say but it is not OK to go to another country and basically give them the middle finger to the way they live!!
Identity Attack0.10235514
Insult0.06267534
Profanity0.057443913
Threat0.00780612
Severe Toxicity0.0049972534
Low Tox 0.15545623 Constructive 0.784 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
As an Indian American, I believe that living amongst themselves is wrong. They should integrate to Canadian society and converse with all others. Keep your culture, but do not be closed to Canadian culture. Take …
As an Indian American, I believe that living amongst themselves is wrong. They should integrate to Canadian society and converse with all others. Keep your culture, but do not be closed to Canadian culture. Take on the best of both, and invite non-Indian friends to celebrate functions.
Identity Attack0.1808059
Insult0.03235855
Profanity0.017845914
Threat0.006874025
Severe Toxicity0.0028419495
Low Tox 0.15545623 Constructive 0.735 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because …
Not only this but they are renaming streets for native american names that nobody can pronounce in some places and giving land back to natives. Some people are losing their property over this. All because of fake mass graves that were never dug up. We're being accused of genocide and replaced by people who think were evil. Not gonna end well!
Identity Attack0.043581683
Insult0.04149419
Profanity0.01893901
Threat0.031314444
Severe Toxicity0.004272461
Low Tox 0.15324512 Constructive 0.541 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
Identity Attack0.104676254
Insult0.0314771
Profanity0.013405213
Threat0.009204263
Severe Toxicity0.0028038025
Low Tox 0.15213956 Low Con 0.276 Unverified_Claim
Dec 27, 2025 Deportations From Canada at Their …
These same people have the nerve to criticize Trump and Americans. Btw ... Abortions are encouraged, the global warming scare, and cost of living, made young Canadians not have children,what did you expect?
These same people have the nerve to criticize Trump and Americans. Btw ... Abortions are encouraged, the global warming scare, and cost of living, made young Canadians not have children,what did you expect?
Identity Attack0.05612817
Insult0.060752302
Profanity0.015523086
Threat0.009204263
Severe Toxicity0.0032424927
Low Tox 0.15158679 Moderate Con 0.465
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I’ve always seen a Canada as white built of British and French heritage with American influence And that’s just me tho
I’ve always seen a Canada as white built of British and French heritage with American influence And that’s just me tho
Identity Attack0.16373143
Insult0.028281843
Profanity0.024541125
Threat0.007327127
Severe Toxicity0.004119873
Low Tox 0.14256015 Moderate Con 0.441 Identity_Assertion
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of …
Please make a video on the Foreign Medical Program and how it’s being abused in places like the Dominican Republic and Thailand, Panama, Colombia etc. I have information on this. They are taking advantage of American veterans and using them as cannon fodder for the processing of fraudulent and overbilled claims and others forms of medical fraud. This drains VA resources and hurts the general veteran community.
Identity Attack0.060220852
Insult0.061976057
Profanity0.015967157
Threat0.008311004
Severe Toxicity0.002937317
Low Tox 0.14256015 Constructive 0.69 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Britishers and Europeans after invading American and Canadian continent claiming this land belong to them 😅
Britishers and Europeans after invading American and Canadian continent claiming this land belong to them 😅
Identity Attack0.10221587
Insult0.031917825
Profanity0.017162729
Threat0.008945347
Severe Toxicity0.003929138
Low Tox 0.14256015 Low Con 0.187 Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Interviews the most American Indian Canadian dude he can find😅
Interviews the most American Indian Canadian dude he can find😅
Identity Attack0.10221587
Insult0.03489272
Profanity0.023789622
Threat0.007754337
Severe Toxicity0.0037574768
Low Tox 0.13214645 Low Con 0.191 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Do an episode of how Native Americans feel. Then do a video about massive Christian towns in India.
Do an episode of how Native Americans feel. Then do a video about massive Christian towns in India.
Identity Attack0.1232452
Insult0.0233509
Profanity0.020920247
Threat0.010602405
Severe Toxicity0.0041007996
Low Tox 0.12867521 Low Con 0.238
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
This the results of continuing to vote in liberal progressive leadership,this was starting to happen in the U.S. Thank God most Americans have awakened to the madness and voted in a conservative president who is …
This the results of continuing to vote in liberal progressive leadership,this was starting to happen in the U.S. Thank God most Americans have awakened to the madness and voted in a conservative president who is taking control and stopping the madness.I suggest to you my Northern neighbors to do the same and save your Nation!
Identity Attack0.023796257
Insult0.06599696
Profanity0.019007329
Threat0.00713294
Severe Toxicity0.0021457672
Low Tox 0.12520397 Constructive 0.599
Aug 25, 2025 Why Canadians Are Turning Against …
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably …
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably more involved in covering up these activities than anything.
Identity Attack0.043839492
Insult0.0638991
Profanity0.011458136
Threat0.006647474
Severe Toxicity0.0022125244
Low Tox 0.12086493 Moderate Con 0.477
Jan 27, 2026 Inside Canada's Indian Invasion...
A lot of migrants come to the US to work, in any kind of job,,,from cutting the grass to selling fruits and corn in the corners. VS .... a lot of Americans doesn’t want to …
A lot of migrants come to the US to work, in any kind of job,,,from cutting the grass to selling fruits and corn in the corners. VS .... a lot of Americans doesn’t want to work in anything ...I wonder why....???
Identity Attack0.10221587
Insult0.026702631
Profanity0.012414595
Threat0.0064468146
Severe Toxicity0.0024223328
Low Tox 0.11479026 Moderate Con 0.473
May 3, 2019 How much do refugees and …
Trudue said he would help the indians,we just figured he meant north american indians not india.
Trudue said he would help the indians,we just figured he meant north american indians not india.
Identity Attack0.12735364
Insult0.02982438
Profanity0.014771583
Threat0.0071199946
Severe Toxicity0.002708435
Low Tox 0.11450345 Moderate Con 0.463
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Locals you mean Native American 😂😂
Locals you mean Native American 😂😂
Identity Attack0.09328204
Insult0.032468732
Profanity0.02344803
Threat0.006686311
Severe Toxicity0.0037765503
Low Tox 0.11450345 Low Con 0.204
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
And since these guys live in Canada they are American according to Bad Bunny…
And since these guys live in Canada they are American according to Bad Bunny…
Identity Attack0.073429056
Insult0.039444692
Profanity0.014122557
Threat0.0062137907
Severe Toxicity0.0022411346
Low Tox 0.11429678 Low Con 0.236 Humor_Satire
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs …
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs over having an opinion that goes against the current state of immigration. Canadians don't actually have the Freedom of Speech many Americans enjoy.
Identity Attack0.10221587
Insult0.030595649
Profanity0.01261955
Threat0.006925808
Severe Toxicity0.0024795532
Low Tox 0.11429678 Constructive 0.777 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
wake up! American, dont let this happend in USA!
wake up! American, dont let this happend in USA!
Identity Attack0.057037655
Insult0.02708937
Profanity0.014532468
Threat0.010757755
Severe Toxicity0.00289917
Low Tox 0.11429678 Low Con 0.226 Call_To_Action
Sep 21, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
American Liberals won’t lear from this
American Liberals won’t lear from this
Identity Attack0.06749674
Insult0.030265106
Profanity0.021535112
Threat0.01086132
Severe Toxicity0.0027656555
Low Tox 0.11388343 Low Con 0.118 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
3:15 "pay no taxes" uhmm what? No offense but Indians earn and pay more taxes than Americans or Canadians.
3:15 "pay no taxes" uhmm what? No offense but Indians earn and pay more taxes than Americans or Canadians.
Identity Attack0.10221587
Insult0.02618698
Profanity0.013371054
Threat0.006162008
Severe Toxicity0.0023460388
Low Tox 0.11388343 Moderate Con 0.4
Oct 24, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)

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.