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: "Most Canadians are not against …" 3,707 comments · Page 60 of 149
A group of Indian young men from Brampton robbed a number of LCBO stores, got caught on camera, threatening with a dog spray, lcbo employees were complicit with it. Police say they caught them, but …
A group of Indian young men from Brampton robbed a number of LCBO stores, got caught on camera, threatening with a dog spray, lcbo employees were complicit with it. Police say they caught them, but they were freed on bail and back doing similar crime.. India is also full of advertising how to get a Canadian PR..
Identity Attack0.36702603
Insult0.13245803
Profanity0.024609445
Threat0.03649433
Severe Toxicity0.01121521
Low Tox 0.295883 Constructive 0.537 Unverified_Claim
Oct 4, 2025 IRCC Names India in Study …
Native Canadians are white? 🤡
Native Canadians are white? 🤡
Identity Attack0.36733335
Insult0.07935401
Profanity0.04742365
Threat0.0079873605
Severe Toxicity0.010604858
Low Tox 0.295883 Low Con 0.201 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a …
Funny how everyone screams about immigrants and Indians ‘ruining Brampton,’ but no one bats an eye when billions of OUR tax dollars are shipped to Ukraine. The real issue isn’t people trying to make a living — it’s governments that failed to plan for housing, infrastructure, and affordability. Stop blaming immigrants for problems created by bad leadership. we get all the hate while working the jobs many young Canadians don’t even want to show up for. Not all immigrants work on cash and not all of us are the same — we’re out here paying taxes, grinding hard
Identity Attack0.31015682
Insult0.16824563
Profanity0.024472807
Threat0.009230154
Severe Toxicity0.008659363
Low Tox 0.295883 Constructive 0.629
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a …
If your country is so good stay ther it’s all students it’s a scam they get in to go to school and they stay you get a big cheaque a car a job and a home what about Canadians that are homeless they can’t get nothing because Thers no address and Thers no phone so how can you get money not all are drug addicts that are homeless wen you see a woman get out of her car with two kids take them to day care and go to work if you got a job and no shower no nothing this is wrong this poor lady it made me want to cry two kids mom and a car living like a vagrant because others from other country’s have the apts a nice home and we got shit
Identity Attack0.10221587
Insult0.25998658
Profanity0.045419596
Threat0.008362788
Severe Toxicity0.008621216
Low Tox 0.295883 Constructive 0.51 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
lol Canadians are more racie than even Americans🙂
lol Canadians are more racie than even Americans🙂
Identity Attack0.36702603
Insult0.10440776
Profanity0.03915693
Threat0.0072106146
Severe Toxicity0.010375977
Low Tox 0.29405528 Low Con 0.296 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Send Trudeau with them too, he should not be Canadian
Send Trudeau with them too, he should not be Canadian
Identity Attack0.3043136
Insult0.08434689
Profanity0.019758832
Threat0.022853967
Severe Toxicity0.009918213
Low Tox 0.29405528 Low Con 0.175 Identity_Assertion
Dec 26, 2025 Deportations From Canada at Their …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada …
I am an Indian and I would say Canada belongs to white people, and we should respect their social values. Canadians dont let Canada to turn into Punjab India or into any other country. Canada has a great culture. Preserve your culture Preserve your identity Canadian authorities and Native Canadians must make sure that strict civic sense to be followed by every immigrant.Make English language mandatory for every immigrant. Also every brown skinned is not Indians. Many Pakistani and Bangladeshi also tag themselves as Indians. And Indians who want to turn Canada like their homeland they please come back to India if you miss so much your country why to be in foreign land.
Identity Attack0.3817989
Insult0.09563028
Profanity0.044167064
Threat0.010913103
Severe Toxicity0.01159668
Low Tox 0.29405528 Constructive 0.746 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
this is one case where i think nuclear weaponry is needed to make canada canadian again
this is one case where i think nuclear weaponry is needed to make canada canadian again
Identity Attack0.14019285
Insult0.034562174
Profanity0.035148825
Threat0.34864578
Severe Toxicity0.023076924
Low Tox 0.29405528 Low Con 0.227 Fear_Threat
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian thank you very much for posting this, they have destroyed my country
As a Canadian thank you very much for posting this, they have destroyed my country
Identity Attack0.11396073
Insult0.10587067
Profanity0.028913507
Threat0.032005094
Severe Toxicity0.0075149536
Low Tox 0.2922276 Constructive 0.508 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian Indigenous people are Indians but not these Indians
Canadian Indigenous people are Indians but not these Indians
Identity Attack0.37361985
Insult0.10148193
Profanity0.05393682
Threat0.0070552654
Severe Toxicity0.008621216
Low Tox 0.2922276 Moderate Con 0.319 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Im from northeast india...in this region we have the system call inner line permit where it restricts others indian from immigrating to this region within india itself...so just get your act together canadians...we had to …
Im from northeast india...in this region we have the system call inner line permit where it restricts others indian from immigrating to this region within india itself...so just get your act together canadians...we had to bear the brunt of communal attacks,and so many violent death against punjabis and bengalis
Identity Attack0.36702603
Insult0.07301756
Profanity0.026727317
Threat0.14327845
Severe Toxicity0.01302678
Low Tox 0.2922276 Constructive 0.666 Comparative_Framing
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I guess many Canadian citizens were suffering from the consequences of the crazy immigration policies over the past 5 years caused by Justin Trudeau
I guess many Canadian citizens were suffering from the consequences of the crazy immigration policies over the past 5 years caused by Justin Trudeau
Identity Attack0.08004672
Insult0.2735258
Profanity0.025770858
Threat0.0070034824
Severe Toxicity0.0044441223
Low Tox 0.2922276 Moderate Con 0.453 Policy_Critique
Feb 1, 2026 2 likes 2.9 million Canadian temporary visas …
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the …
Does that mean that at the very least a million jobs and housing for Canadian citizens ?! Ya right ! Liberals can’t let those vote leave quite yet ,they will figure it out with the help of Diab !
Identity Attack0.038167715
Insult0.17486192
Profanity0.18049006
Threat0.009592636
Severe Toxicity0.007858276
Low Tox 0.2922276 Low Con 0.286 Economic_Argument
Jan 15, 2026 7 likes 2.9 million Canadian temporary visas …
Liberal policy is and continues to be failing Canadians !
Liberal policy is and continues to be failing Canadians !
Identity Attack0.25986546
Insult0.21836096
Profanity0.016172111
Threat0.007327127
Severe Toxicity0.005683899
Low Tox 0.2922276 Low Con 0.267 Policy_Critique
Feb 24, 2026 23 likes 'We do know that there's …
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, …
I hope anyone in the comments outraged about this arent liberal voters. If you are a liberal voter this is the cause of your actions, Trudeau welcomed known terrorists into this country, youre on youtube, look up the prime minister of india calling out the canadian government for welcoming all their criminals into our country. This wont stop when you vote for this to happen🤦🏼‍♂️
Identity Attack0.17769934
Insult0.24767025
Profanity0.015420608
Threat0.011146127
Severe Toxicity0.007095337
Low Tox 0.2922276 Moderate Con 0.406 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them …
lot of people who commits crime and scams in india who are running from authority come to canada tell canadian government that they are persecuted minority indian government be like you wants them take them so congratulation canada government of india agreed to take back all illegal immigrant
Identity Attack0.33352965
Insult0.15769513
Profanity0.02303812
Threat0.009540852
Severe Toxicity0.00793457
Low Tox 0.2922276 Moderate Con 0.423 Unverified_Claim
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
Identity Attack0.051808115
Insult0.24928534
Profanity0.124631
Threat0.007547205
Severe Toxicity0.009422302
Low Tox 0.29039988 Moderate Con 0.336 Economic_Argument
Oct 12, 2025 IRCC Names India in Study …
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, …
They can protest as much as they want. The reality is that way too many of them come here to go on welfare + get a social housing + aaaaaaaaaaallllllllllllll the free services: free school, free healthcare, surgeries, special schools for handicapped kids. The list of free stuff they receive doesn't end. Good deal good deal! That's great for them but terrible for us. All the social housing that we build and pay for are almost exclusively made for immigrants (especially Arabs and Haitians). We Canadians are a nice bunch of suckers. The good old "Let's go to Canada to go on welfare and get social housing" must end.
Identity Attack0.29798782
Insult0.14150882
Profanity0.0741757
Threat0.008815889
Severe Toxicity0.013672344
Low Tox 0.29039988 Constructive 0.607 Unverified_Claim
Nov 23, 2025 2 likes Quebec Ends Economic Immigration Program …
First was Canadian invasion by Europeans now they crying😂😂😂
First was Canadian invasion by Europeans now they crying😂😂😂
Identity Attack0.2949366
Insult0.08434689
Profanity0.027820412
Threat0.010214032
Severe Toxicity0.011291504
Low Tox 0.29039988 Low Con 0.154 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians …
There's many Canadians who are born and raised here and are thoroughly Canadian who aren't white, so I don't know why people think Canadians are just White and that just white people are complaining. Canadians are complaining that our culture is disappearing
Identity Attack0.3817989
Insult0.08030447
Profanity0.02836696
Threat0.008427517
Severe Toxicity0.008163452
Low Tox 0.29039988 Constructive 0.663 Identity_Assertion
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up …
The Canadian government is full of bureaucrats and office workers of Indian origin. They were simply allowed in by their people on the inside and now they won't leave unless hunted down and rounded up at gunpoint. Even then they will still try to come back here. You cannot underestimate their shiftiness, ability to lie about every detail of themselves, it has to be understood that getting here and getting legal status here is the end goal of their life and almost nothing will stop them! Unless we do! MASS DEPORTATIONS NOW!!!
Identity Attack0.26155844
Insult0.24903896
Profanity0.02836696
Threat0.025789235
Severe Toxicity0.011291504
Low Tox 0.28857216 Moderate Con 0.471
Oct 1, 2025 1 likes IRCC Names India in Study …
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful …
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful what he says it can turn around on him. I believe there is hope and there will be a change!!
Identity Attack0.37953663
Insult0.08459369
Profanity0.017777596
Threat0.0089712385
Severe Toxicity0.00957489
Low Tox 0.28857216 Constructive 0.722 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
People afraid of Indians because they are hardworking more cultural more tolerant more societal and yelling on immigrants don't remove your flaws .. see yourself then say to immigrants.. Proud Canadian citizen 🍁
People afraid of Indians because they are hardworking more cultural more tolerant more societal and yelling on immigrants don't remove your flaws .. see yourself then say to immigrants.. Proud Canadian citizen 🍁
Identity Attack0.36702603
Insult0.097093195
Profanity0.017094411
Threat0.0073918556
Severe Toxicity0.006752014
Low Tox 0.28857216 Constructive 0.637 Solidarity
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney, because you let criminals into our Country, where do Canadians go to get out of destruction?
Carney, because you let criminals into our Country, where do Canadians go to get out of destruction?
Identity Attack0.22631748
Insult0.20434737
Profanity0.014498309
Threat0.013010317
Severe Toxicity0.006866455
Low Tox 0.28857216 Low Con 0.198 Fear_Threat
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
I’m a Canadian that lives in Vancouver and I’m not racist, but there are 10x as many Asian/Indian as there is Canadians the migration problem is outa hand
Identity Attack0.37361985
Insult0.10587067
Profanity0.031641733
Threat0.007832011
Severe Toxicity0.010528564
Low Tox 0.28857216 Constructive 0.548 Identity_Assertion
Jan 28, 2026 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.