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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Search comment text, filter by category or toxicity level
30,738 comments · Page 438 of 1230
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Indian in"vasion ? Well it's evident from frustrated Europe"an migrants into Canada. They earn nearly half of what a well skilled Indian do.
Identity Attack0.3819294
Insult0.1662211
Profanity0.02392626
Threat0.007974415
Severe Toxicity0.010223389
Moderate 0.3234372 Moderate Con 0.499 Comparative_Framing
Mar 1, 2026 Inside Canada's Indian Invasion...
Nothing wrong with the Sikhs they are awesome 👌 here in the UK they integrate into our culture and way of life. It's the Islamists you should be worried about.
Nothing wrong with the Sikhs they are awesome 👌 here in the UK they integrate into our culture and way of life. It's the Islamists you should be worried about.
Identity Attack0.3819294
Insult0.08533409
Profanity0.08193458
Threat0.012854968
Severe Toxicity0.01502803
Moderate 0.3234372 Constructive 0.663 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But …
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But this people is doing everything that they could illegally just to stay in canada disgraceful
Identity Attack0.23239216
Insult0.26957804
Profanity0.048425674
Threat0.0075083673
Severe Toxicity0.0075149536
Moderate 0.3234372 Constructive 0.598 Personal_Narrative
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I drove through Toronto and I barely saw any white people just Indians.
I drove through Toronto and I barely saw any white people just Indians.
Identity Attack0.40883094
Insult0.082372494
Profanity0.058946952
Threat0.009644418
Severe Toxicity0.011367798
Moderate 0.3234372 Moderate Con 0.371 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Now next time ask Red Indians how they feel about America 😂😂
Now next time ask Red Indians how they feel about America 😂😂
Identity Attack0.37292135
Insult0.0820023
Profanity0.099305905
Threat0.014048163
Severe Toxicity0.016641939
Moderate 0.3234372 Low Con 0.22 Humor_Satire
Feb 10, 2026 3 likes Inside Canada's Indian Invasion...
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Indians on top 🔝 yes of course we can see that ! Canada has been abused!
Identity Attack0.36702603
Insult0.14331897
Profanity0.054938845
Threat0.014393489
Severe Toxicity0.011138916
Moderate 0.3234372 Moderate Con 0.341
Oct 12, 2025 IRCC Names India in Study …
Deport !
Deport !
Identity Attack0.19298288
Insult0.08410009
Profanity0.037904397
Threat0.05559385
Severe Toxicity0.015350811
Moderate 0.3234372 Moderate Con 0.363
Jan 27, 2026 Inside Canada's Indian Invasion...
We shouldn't be paying for health care for non Canadians, Period!!!
We shouldn't be paying for health care for non Canadians, Period!!!
Identity Attack0.3817989
Insult0.08508729
Profanity0.020920247
Threat0.011172019
Severe Toxicity0.013414118
Moderate 0.3234372 Moderate Con 0.318 Policy_Critique
Feb 24, 2026 94 likes 'We do know that there's …
It's funny how people think racism is terrible while the most racism race is taking advantage of it. yes, Indian HRs only hire Indians. that's not racism, that's truth.
It's funny how people think racism is terrible while the most racism race is taking advantage of it. yes, Indian HRs only hire Indians. that's not racism, that's truth.
Identity Attack0.3817989
Insult0.15556364
Profanity0.06345607
Threat0.009903334
Severe Toxicity0.0128976675
Moderate 0.3234372 Moderate Con 0.464
Oct 1, 2025 511 likes IRCC Names India in Study …
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Educate your people of India most of them going here did falcification of documents fraud getting a job that doesn't know either.
Identity Attack0.316
Insult0.24928534
Profanity0.062454045
Threat0.00951496
Severe Toxicity0.012283325
Moderate 0.3234372 Low Con 0.248 Unverified_Claim
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I believe stabbings in Canada are at an all time high due to religious differences.
I believe stabbings in Canada are at an all time high due to religious differences.
Identity Attack0.3817989
Insult0.06599696
Profanity0.04792466
Threat0.18913531
Severe Toxicity0.01644827
Moderate 0.32289913 Constructive 0.534 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
in before CANADIAN POO EATING FESTIVAL 2026
in before CANADIAN POO EATING FESTIVAL 2026
Identity Attack0.09410924
Insult0.23237456
Profanity0.1612468
Threat0.010110466
Severe Toxicity0.016125489
Moderate 0.32289913 Low Con 0.188
Jan 27, 2026 Inside Canada's Indian Invasion...
“It’s not Ryerson” lmao they renamed it to “Toronto Metropolitan University” because of racisms
“It’s not Ryerson” lmao they renamed it to “Toronto Metropolitan University” because of racisms
Identity Attack0.24462871
Insult0.1662211
Profanity0.089370176
Threat0.007547205
Severe Toxicity0.011978149
Moderate 0.32289913 Low Con 0.201 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Aiesha Zafar, if you dedicated half the amount of time to researching the data necessary for this hearing as you have spent observing yourself in a mirror, you could enhance your credibility. You are a …
Aiesha Zafar, if you dedicated half the amount of time to researching the data necessary for this hearing as you have spent observing yourself in a mirror, you could enhance your credibility. You are a disgrace to the position, even if you possess a Bachelor of Commerce (Honours) degree in Finance from the University of Manitoba and a Master of Arts degree in War Studies from the Royal Military College. I didn't complete high school nor attend a university, but I do know one thing: Pretending to be something one is not inevitably catches up with them. You have accepted the responsibilities associated with this role and assert to possess over 20 years of experience that extends into this particular field. Cease squandering both time and financial resources (taxpayers). Either take control of your responsibilities or resign, thereby permitting yourself to spend additional time frolicking in the dance studio, akin to a child.
Identity Attack0.010729378
Insult0.35505778
Profanity0.051932767
Threat0.00746953
Severe Toxicity0.0065612793
Moderate 0.32289913 Moderate Con 0.494 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Pay no taxes???? Abuse the system? I don't know one Indian person on welfare but I know a ton of white people.
Pay no taxes???? Abuse the system? I don't know one Indian person on welfare but I know a ton of white people.
Identity Attack0.37879246
Insult0.08434689
Profanity0.027410502
Threat0.009256045
Severe Toxicity0.008392334
Moderate 0.32289913 Moderate Con 0.49
Nov 17, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in …
The Liberals and their woke ideology are ruining Canada. Canada's aging population means we need immigration, but not when things like housing, jobs, and healthcare etc are already beyond maxed out. They've been bringing in too many 'refugees'-unvetted and likely a large portion of which may not actually be refugees, and then there's the ridiculously high number of 'temporary foreign workers' - the majority of these are people with values, hygiene and morals that are not acceptable or cohesive in our country. Unfortunately many are muslim and have beliefs in sharia law which dates back to the 1400's and is primitive and contrary to our Western values and morals. I am hoping Canada is not too far gone to save (although I have my doubts).
Identity Attack0.18705739
Insult0.3388922
Profanity0.051181246
Threat0.008531082
Severe Toxicity0.008201599
Moderate 0.32289913 Constructive 0.572
Aug 25, 2025 Why Canadians Are Turning Against …
10:00 real scam
10:00 real scam
Identity Attack0.012139536
Insult0.14331897
Profanity0.13873272
Threat0.010990778
Severe Toxicity0.0128976675
Moderate 0.32289913 Low Con 0.296 Meta_Commentary
Feb 28, 2026 Inside Canada's Indian Invasion...
Now do the Newark brazilian invasion
Now do the Newark brazilian invasion
Identity Attack0.34974504
Insult0.07365121
Profanity0.10178173
Threat0.13211988
Severe Toxicity0.022710243
Moderate 0.32289913 Low Con 0.249 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The problem is this is not reciprocated in India, where the mindset remains myopic, castist ,regionalist, nationalistic & xenophobic. The sweet egalitarianism idealisms that we spew abroad we very consciously reject back in India.
The problem is this is not reciprocated in India, where the mindset remains myopic, castist ,regionalist, nationalistic & xenophobic. The sweet egalitarianism idealisms that we spew abroad we very consciously reject back in India.
Identity Attack0.36702603
Insult0.24835461
Profanity0.07385241
Threat0.010239923
Severe Toxicity0.014769804
Moderate 0.32289913 Moderate Con 0.435 Comparative_Framing
Dec 18, 2025 Inside Canada's Indian Metropolis (Brampton)
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. …
East Indian people paint their houses with cow dung. They believe that because “Krishna” was the highest manifestation of God who was a “cow herd” loved cows. That’s where the term “sacred cow” comes from. Krishna is the Indian God of love. Hindus have taken this belief to the extreme by consuming cow dung,…
Identity Attack0.37655997
Insult0.16861114
Profanity0.11663672
Threat0.01254427
Severe Toxicity0.019482423
Moderate 0.32289913 Constructive 0.518 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or …
11:56 as a punjabi the cultural shock was insane the people were asking to put the cloth on that guys head but if it were in my city they would have resorted to violance or wouldnt have let me in gurduwara in the first place unless i had pag on
Identity Attack0.17536941
Insult0.110259406
Profanity0.15812257
Threat0.1733226
Severe Toxicity0.02116089
Moderate 0.32289913 Constructive 0.592 Personal_Narrative
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or …
That knife he bought at the gas station for self defence is actually illegal in canada which is the funny part, good luck if you actually had to use it youd be in jail or bled dry in lawyer fees lmao
Identity Attack0.034042787
Insult0.13969865
Profanity0.08452088
Threat0.34804323
Severe Toxicity0.017222947
Moderate 0.32289913 Moderate Con 0.317 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The white can colonize other places, of course, other people can also move to western countries.
The white can colonize other places, of course, other people can also move to western countries.
Identity Attack0.3802808
Insult0.0838533
Profanity0.073529124
Threat0.012026439
Severe Toxicity0.01393057
Moderate 0.32289913 Low Con 0.157 Moral_Argument
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even …
at 10:40 when any religion takes over any other religious historical place then we know theres no respect not so nice watch ypu all doing in my lords house in church when you dont even believe in jesus christ ? and at 14:50 he just discriminated against all religions by associating them with a negative word ? isnt that interesting the evidence is quite clear its called canada the real native indians are from canada natives its a fact i noticed white agressions lately strange ?
Identity Attack0.37361985
Insult0.11616662
Profanity0.029050145
Threat0.010913103
Severe Toxicity0.010604858
Moderate 0.32289913 Moderate Con 0.488 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Before IRCC could take any actions for these frauds, those frauds get married and get pregnant so they can sponsor their parents on a grandparent express visa system using a newborn childs canadian birth certificate …
Before IRCC could take any actions for these frauds, those frauds get married and get pregnant so they can sponsor their parents on a grandparent express visa system using a newborn childs canadian birth certificate 😂😂😂😂😂😂as visa document
Identity Attack0.084182754
Insult0.30797598
Profanity0.034146797
Threat0.009100696
Severe Toxicity0.009536743
Moderate 0.32289913 Low Con 0.276
Sep 27, 2025 1 likes IRCC Names India in Study …

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.