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
Active: "So where will these people …" 4,268 comments · Page 98 of 171
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. …
It's absolutely grotesque and no one is fighting back. No one is fighting for our Country. Canadians have turned a blind eye on this liberal government for far too long and now it's too late. We are about to have a really rude awakening when this economy collapses. And only then people will wonder what happened. Well, you didn't fight for it!
Identity Attack0.031722516
Insult0.21602537
Profanity0.019758832
Threat0.008440462
Severe Toxicity0.0040626526
Low Tox 0.25462922 Moderate Con 0.368
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Look at all these legal gun owners shooting people. Maybe it is the guns that are the problem.
Identity Attack0.008583503
Insult0.030816011
Profanity0.020988565
Threat0.34804323
Severe Toxicity0.009841919
Low Tox 0.25462922 Low Con 0.132 Policy_Critique
Feb 24, 2026 Canadian immigration officers investigating hundreds …
So for all the racists cheering about this, most of the people I personally know that are being deported are from places like New Zealand and the UK. A few have weird specialized jobs that …
So for all the racists cheering about this, most of the people I personally know that are being deported are from places like New Zealand and the UK. A few have weird specialized jobs that are not going to be filled by some random college graduate. So. Good job, i guess.
Identity Attack0.18705739
Insult0.16551061
Profanity0.029460056
Threat0.007301235
Severe Toxicity0.005874634
Low Tox 0.25462922 Moderate Con 0.481 Personal_Narrative
Jan 15, 2026 2.9 million Canadian temporary visas …
I would rather have an Indian majority over Somali. Indians are very nice people.
I would rather have an Indian majority over Somali. Indians are very nice people.
Identity Attack0.2839175
Insult0.070482984
Profanity0.06946823
Threat0.020436687
Severe Toxicity0.013478675
Low Tox 0.25462922 Constructive 0.522 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Brampton resident, these people are ruining the city.
As a Brampton resident, these people are ruining the city.
Identity Attack0.033527173
Insult0.16766082
Profanity0.02249157
Threat0.020954676
Severe Toxicity0.003929138
Low Tox 0.25462922 Moderate Con 0.401 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
But people in India also Sikhs do casticism.... don't treat other as humans😂😂😂
But people in India also Sikhs do casticism.... don't treat other as humans😂😂😂
Identity Attack0.28034934
Insult0.16195811
Profanity0.07255927
Threat0.013528148
Severe Toxicity0.017481172
Low Tox 0.25462922 Moderate Con 0.391 Comparative_Framing
Jan 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A …
DOES ANYONE ASK WHY IMMIGRANTS ARE COMING, IF WESTERN GOVERNMENTS CONTINUE TO DESTABLISE AND WEAKEN OTHER COUNTRIES IN AFRICA AND THE MIDDLE EAST WHY BE SURPRISED IF NORMAL PEOPLE IN THOSE WANT TO SEEK A BETTER AND MORE STABLE LIFE IN THE WEST. MORAL OF THIS TALE THE WEST NEEDS TO STOP INVADING OTHER COUNTRIES!
Identity Attack0.25647953
Insult0.06889887
Profanity0.022013342
Threat0.010265815
Severe Toxicity0.009117126
Low Tox 0.25462922 Moderate Con 0.364 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
What they don't tell you, is that they're working for or part of, that Indian minority elite oppressing over 1 billion of their own people.....
What they don't tell you, is that they're working for or part of, that Indian minority elite oppressing over 1 billion of their own people.....
Identity Attack0.28034934
Insult0.0818789
Profanity0.021876704
Threat0.016638106
Severe Toxicity0.0064468384
Low Tox 0.25462922 Moderate Con 0.319 Unverified_Claim
Feb 26, 2026 Inside Canada's Indian Invasion...
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student …
For all 10 or 20 million people in Canada there are 1500 million in India. Apparently we are doing well. We will better of without this Canadian asylum scam (drugs/ human trafficking business) and student visa scam. The so called Indian student (black T shirt , beared) in Brampton did not appeared to be well educated. (English) So in effect he was paying ransom of 8K masqueraded as education fees to have right to work in Brampton .
Identity Attack0.27798235
Insult0.15769513
Profanity0.020783609
Threat0.00746953
Severe Toxicity0.00705719
Low Tox 0.25462922 Constructive 0.637
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, …
Indians have been in Canada for a very long time. Many came from Punjabi closer to colonial times. The racism in the comments is inexcusable. People of all different backgrounds commit crimes , public nuisances, etc. and the complaining of dominating every industry? I’m not sure what angle that is. Maybe the other groups should do better at dominating industries or advocate for businesses to hire other Canadians (equal opportunity employment). And the whole “ cow poop video” Tyler posted is one village in India ; which of course makes Indians collectively look bad and gives way for many of you in the comments to continually perpetuate this idea that Indians are sub-human. And Tyler, word of advice, if you’re going to show parts of the Indian community and Hinduism religion in Canada — at least learn to pronounce words correctly so you don’t sound like a complete idiot.
Identity Attack0.21075934
Insult0.16124763
Profanity0.05268429
Threat0.009359611
Severe Toxicity0.0077819824
Low Tox 0.25462922 Constructive 0.677 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
ICE CANADA NEEDS TO BE ESTABLISHED IMMEDIATELY TO REMOVE THESE PEOPLE.
ICE CANADA NEEDS TO BE ESTABLISHED IMMEDIATELY TO REMOVE THESE PEOPLE.
Identity Attack0.030433474
Insult0.045007613
Profanity0.016411226
Threat0.34804323
Severe Toxicity0.01159668
Low Tox 0.25462922 Low Con 0.126
Oct 2, 2025 IRCC Names India in Study …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , …
I'm an Indian but I don't support invading a whole country as a swarm and transforming that place like their homeland literally making the actual natives uncomfortable. If you wanna live in that place , just respect the people's culture , religion and appreciate the rational space they actually provide . And for the countries with illegal immigrant problems , just send them back ??!! The government's corruption is also playing a major role . These goverment officials collect lumpsum amount of money from immigrants as bribe and letting them live there by the fact that it's easier for the government to earn by making the country worse than actually earning by making the country better .
Identity Attack0.23163283
Insult0.11464815
Profanity0.078378424
Threat0.011974656
Severe Toxicity0.009689331
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My uncle timmy still says we need more immigrants to make him coffee in timmy. Please bring in more immigrants to new brunswick. I hope new brunswick people won't find a job even to clean …
My uncle timmy still says we need more immigrants to make him coffee in timmy. Please bring in more immigrants to new brunswick. I hope new brunswick people won't find a job even to clean a toilet.
Identity Attack0.18468912
Insult0.14512913
Profanity0.023106437
Threat0.007819066
Severe Toxicity0.0051498413
Low Tox 0.25462922 Moderate Con 0.493
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I think you yt people there should just enjoy the curry and stop complaining.
I think you yt people there should just enjoy the curry and stop complaining.
Identity Attack0.028016793
Insult0.107333586
Profanity0.07676199
Threat0.009981008
Severe Toxicity0.0059127808
Low Tox 0.25462922 Moderate Con 0.356 Humor_Satire
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Identity Attack0.105836816
Insult0.08459369
Profanity0.035900343
Threat0.019573374
Severe Toxicity0.00579834
Low Tox 0.25462922 Low Con 0.117 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
All right people we know what to do! Pack them up and ship them out.
All right people we know what to do! Pack them up and ship them out.
Identity Attack0.038167715
Insult0.06424874
Profanity0.022833163
Threat0.16699752
Severe Toxicity0.010910034
Low Tox 0.25462922 Low Con 0.235 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm surprised he could find that many white people in Brampton.
I'm surprised he could find that many white people in Brampton.
Identity Attack0.2877625
Insult0.061451588
Profanity0.040409464
Threat0.009437286
Severe Toxicity0.007286072
Low Tox 0.25462922 Moderate Con 0.437 Humor_Satire
Feb 12, 2026 Inside Canada's Indian Invasion...
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Identity Attack0.012340514
Insult0.2435641
Profanity0.026044132
Threat0.006641001
Severe Toxicity0.0031661987
Low Tox 0.25462922 Moderate Con 0.459 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
The problem is that we keep recieving people who are immigrating as "students" from fake schools and they are uneducated unskilled and when they get the managerial positions, they only hire thier own.
Identity Attack0.1508922
Insult0.16802633
Profanity0.022286616
Threat0.009074804
Severe Toxicity0.00579834
Low Tox 0.25462922 Moderate Con 0.347
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
All this happened when Canadians, particularly white people left Christianity and abandoned their churches and followed the woke ideology that was imposed on them by external forces. The damage is done. However, it’s never too …
All this happened when Canadians, particularly white people left Christianity and abandoned their churches and followed the woke ideology that was imposed on them by external forces. The damage is done. However, it’s never too late to rebuild your communities and start all over again. I am not from India…I came to Canada 31 years ago with my family. When I came here as a young man…You could not see any stores open on Sundays; other than gas stations and convenience stores. Majority of people attended church and the whole town had only two homeless people in it. Go back to your churches, have many kids and rebuild your communities…stay a way from Drugs and alcohol. Good luck all.
Identity Attack0.2823795
Insult0.08558089
Profanity0.02433617
Threat0.010602405
Severe Toxicity0.007858276
Low Tox 0.25462922 Constructive 0.709 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Agenda to destroy the west and force peopled into communism state run everything.
Agenda to destroy the west and force peopled into communism state run everything.
Identity Attack0.13591312
Insult0.05144889
Profanity0.041912504
Threat0.15276608
Severe Toxicity0.010070801
Low Tox 0.25462922 Low Con 0.097
Jun 19, 2025 2 likes How Canada broke its immigration …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is …
I'm a native in Canada I don't mind the migrants that worked hard for their citizenship, I love all the white people and migrants that exist here for 100+ years already . The problem is flaud laws or lack of and migrants forcing their country standards or lack of on us
Identity Attack0.2823795
Insult0.07333439
Profanity0.024677763
Threat0.007365964
Severe Toxicity0.0062179565
Low Tox 0.25462922 Constructive 0.722
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Funny how people are comfortable being racist online, but in real life they’ll still hire Indians, rent to Indians, and take Indian customers. If you depend on us to ‘make money,’ at least have the …
Funny how people are comfortable being racist online, but in real life they’ll still hire Indians, rent to Indians, and take Indian customers. If you depend on us to ‘make money,’ at least have the honesty to show basic respect
Identity Attack0.27875587
Insult0.0817555
Profanity0.054437835
Threat0.008505191
Severe Toxicity0.008392334
Low Tox 0.25462922 Moderate Con 0.311 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get …
At the end, why are you asking "why?" You have super delicious food, you have a growing economy feeding the national GDP, you have super nice people. Also, if immigrants don't "integrate" then you get to enjoy a diversity of culture instead of it being white washed down to hamburgers and soggy, bland fries. Seriously, I don't understand any of the xenophobia in the comments- or the video here! Some of y'all sound like the MAGA that we have such a problem with here in the USA.
Identity Attack0.28034934
Insult0.0838533
Profanity0.026180768
Threat0.0073918556
Severe Toxicity0.006942749
Low Tox 0.25462922 Constructive 0.753 Moral_Argument
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're …
Well if the indians really wanted to be a part of this country they should be inviting the homeless in that church into their temple's foodbank and really show their value to the people they're gentrifying.
Identity Attack0.28034934
Insult0.08434689
Profanity0.04141149
Threat0.009230154
Severe Toxicity0.00869751
Low Tox 0.25462922 Moderate Con 0.407 Moral_Argument
Sep 19, 2025 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.