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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

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30,738 comments · Page 497 of 1230
5:28 My homie grandpa spitting facts
5:28 My homie grandpa spitting facts
Identity Attack0.028886627
Insult0.086852804
Profanity0.17008601
Threat0.013702838
Severe Toxicity0.014898917
Low Tox 0.2854835 Moderate Con 0.343 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Canada is already India 2.0. There's no saving it. All Canadians need to learn to become Indians.
Identity Attack0.36702603
Insult0.13064787
Profanity0.024541125
Threat0.007948523
Severe Toxicity0.011138916
Low Tox 0.2854835 Low Con 0.18 Fear_Threat
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
I'M FROM INDIA. PEOPLE OF CANADA DO SOMETHING BEFORE ITS TO LATE. CHASE THEM AWAY OUT WHO IS NOT A CITIZEN OF CANADA.
I'M FROM INDIA. PEOPLE OF CANADA DO SOMETHING BEFORE ITS TO LATE. CHASE THEM AWAY OUT WHO IS NOT A CITIZEN OF CANADA.
Identity Attack0.27875587
Insult0.07555214
Profanity0.023243073
Threat0.13815513
Severe Toxicity0.014576134
Low Tox 0.2854835 Moderate Con 0.387
Oct 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in …
Illegal immigration and even legal migration from the third world are orchestrated by certain interests. They do this to destroy our nations. Most of the NGO's responsible for funneling all of them in are in from a certain ethnicity, Elon helped cover this all up when he took over DOGE. It was a diversion. We are second in power now, they have infiltrated the USA from within. Every wonder why you didn't get to vote on it? Their plan is this, convince America migrants are good and to accept them, water down the nation to weaken them, it becomes racist to say anything against them, weaponize the police against them, and implement laws criticizing it, make it impossible to say in the workplace. Then you basically win for the enemy of Whites. America has been occupied, we are officially under a foreign dictatorship like Russia. Look who controls Russia, it's not Whites...
Identity Attack0.28034934
Insult0.16551061
Profanity0.033645786
Threat0.012285355
Severe Toxicity0.01121521
Low Tox 0.2854835 Moderate Con 0.441 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Mass deportations nowwwwww
Mass deportations nowwwwww
Identity Attack0.22631748
Insult0.058475737
Profanity0.028913507
Threat0.05397744
Severe Toxicity0.01302678
Low Tox 0.2854835 Moderate Con 0.319 Call_To_Action
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Uneducated panel who are answering questions, shame on carney who hired these panel
Uneducated panel who are answering questions, shame on carney who hired these panel
Identity Attack0.008028535
Insult0.26957804
Profanity0.02344803
Threat0.006925808
Severe Toxicity0.003929138
Low Tox 0.2854835 Low Con 0.154
Sep 30, 2025 IRCC Names India in Study …
Stop immigration immediately. Deport as many as possible.
Stop immigration immediately. Deport as many as possible.
Identity Attack0.2774022
Insult0.05262003
Profanity0.018529098
Threat0.11616269
Severe Toxicity0.0119018555
Low Tox 0.2854835 Low Con 0.206
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Why aren’t Indians making their own country prosperous.
Why aren’t Indians making their own country prosperous.
Identity Attack0.35624164
Insult0.071116626
Profanity0.044417568
Threat0.008815889
Severe Toxicity0.010528564
Low Tox 0.2854835 Low Con 0.204 Moral_Argument
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I don't mind Canadian people living in Canada if they live by the Indian rules. Else, they can just go back to Europe.
I don't mind Canadian people living in Canada if they live by the Indian rules. Else, they can just go back to Europe.
Identity Attack0.35624164
Insult0.082619295
Profanity0.028503597
Threat0.009592636
Severe Toxicity0.008735657
Low Tox 0.2854835 Moderate Con 0.464
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada belongs to Indians
Canada belongs to Indians
Identity Attack0.316
Insult0.082619295
Profanity0.07255927
Threat0.008505191
Severe Toxicity0.0128976675
Low Tox 0.2854835 Moderate Con 0.312 Identity_Assertion
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Khalistani terrorists do not represent all Indians
Khalistani terrorists do not represent all Indians
Identity Attack0.316
Insult0.100019015
Profanity0.08807703
Threat0.017846745
Severe Toxicity0.013285006
Low Tox 0.2854835 Low Con 0.204 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It is our taxes used and we these immigrants enjoying and having a fulfilled life while we are slogging and suffering silently
It is our taxes used and we these immigrants enjoying and having a fulfilled life while we are slogging and suffering silently
Identity Attack0.28034934
Insult0.09270445
Profanity0.028503597
Threat0.023026628
Severe Toxicity0.009994507
Low Tox 0.2854835 Moderate Con 0.419
Aug 25, 2025 Why Canadians Are Turning Against …
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Its almost like the countries they come from are a mess for a reason... if i didnt know better of course.
Identity Attack0.2816105
Insult0.15911613
Profanity0.075792134
Threat0.007922632
Severe Toxicity0.009422302
Low Tox 0.2854835 Low Con 0.24
Sep 16, 2025 2 likes Why Canadians Are Turning Against …
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look …
I was called a racist every time I said those coming from the U.S. are not real refugees since the U.S. IS a safe country. JT sent out the tweet just so he could look better than Trump. He did not care about Canadians, just about how HE looked to the world. Unbelievable.
Identity Attack0.22935481
Insult0.17486192
Profanity0.023721304
Threat0.007262398
Severe Toxicity0.006790161
Low Tox 0.2854835 Constructive 0.529 Policy_Critique
Feb 17, 2026 35 likes LILLEY UNLEASHED: The fall of …
Hopefully Canada will start looking like Canada again. Canada will be declared an Islamic country if we keep this up.
Hopefully Canada will start looking like Canada again. Canada will be declared an Islamic country if we keep this up.
Identity Attack0.35624164
Insult0.07365121
Profanity0.020032106
Threat0.014738814
Severe Toxicity0.01121521
Low Tox 0.2854835 Low Con 0.179 Fear_Threat
Dec 27, 2025 2 likes Deportations From Canada at Their …
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Anybody else notice that even the second generation immigrants have f"#%ing accents?!
Identity Attack0.2700233
Insult0.16480011
Profanity0.16915557
Threat0.007262398
Severe Toxicity0.0119018555
Low Tox 0.2854835 Moderate Con 0.356 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
we need help being invaded
we need help being invaded
Identity Attack0.17381613
Insult0.05086332
Profanity0.09260304
Threat0.13815513
Severe Toxicity0.017287504
Low Tox 0.2854835 Moderate Con 0.308 Fear_Threat
Oct 1, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
aren't all Liberal MP's a failure to Canada? They are ruining Canada -all for votes and power! Not caring about Canada! As Carney have said: WHO CARES?
aren't all Liberal MP's a failure to Canada? They are ruining Canada -all for votes and power! Not caring about Canada! As Carney have said: WHO CARES?
Identity Attack0.073429056
Insult0.24630153
Profanity0.024951037
Threat0.010162249
Severe Toxicity0.0063323975
Low Tox 0.2854835 Moderate Con 0.337 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
18,000 😂😂😂 We need mass deportation of around 6 million.
18,000 😂😂😂 We need mass deportation of around 6 million.
Identity Attack0.2331515
Insult0.06319981
Profanity0.027683776
Threat0.11769595
Severe Toxicity0.012574885
Low Tox 0.2854835 Low Con 0.185
Dec 26, 2025 1 likes Deportations From Canada at Their …
If you are unable to build a society on a land that kills. Forbids and beheads. You look for another. Please do more research on Sikhism. And get knowledgeable from a primary source. Not secondary!
If you are unable to build a society on a land that kills. Forbids and beheads. You look for another. Please do more research on Sikhism. And get knowledgeable from a primary source. Not secondary!
Identity Attack0.06795148
Insult0.083112895
Profanity0.03765389
Threat0.17016006
Severe Toxicity0.0118255615
Low Tox 0.2854835 Moderate Con 0.373
Jan 27, 2026 Inside Canada's Indian Invasion...
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
This will instill hatred towards Indians in Canadians and ruin what could've been a great relationship for many generations. Good job, Liberals.
Identity Attack0.316
Insult0.082372494
Profanity0.025634222
Threat0.012906751
Severe Toxicity0.0075531006
Low Tox 0.2854835 Moderate Con 0.364
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get …
The huge issue is that most white people have got advantage of centuries of colonisation of african, asian countries and they never ever want to talk about it. Now when they bring globalisation and get people from developing countries, they have their first world complaints like crowding, driving problems... Before colonization, Many asian countries were richest and most advanced in their public systems of sewage, trade, education.. So how did these countries became developing nations now?? Centuries of colonization where wealth was stolen, people were made to be slaves, mass genocides, destruction of local industries, education system, all of these pulled the countries down. So white people if you cannot adjust to a little overcrowding, culture differences... Then pay back reparations to all former colonies with interest and none of the people from these countries will come into your country
Identity Attack0.35299334
Insult0.10440776
Profanity0.075792134
Threat0.0101363575
Severe Toxicity0.011138916
Low Tox 0.2854835 Constructive 0.617 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
There’s now an Indian student at my very rural school. We live in an extremely white area (with a few Asians, but not many at all). Personally, it just puts into perspective how much things …
There’s now an Indian student at my very rural school. We live in an extremely white area (with a few Asians, but not many at all). Personally, it just puts into perspective how much things are changing, in a bad way.
Identity Attack0.36702603
Insult0.0808917
Profanity0.092279755
Threat0.010058682
Severe Toxicity0.011062622
Low Tox 0.2854835 Constructive 0.553 Fear_Threat
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
i am from punjab living in uk but khalistan is home for punjabis ❤
i am from punjab living in uk but khalistan is home for punjabis ❤
Identity Attack0.33352965
Insult0.19967617
Profanity0.110447146
Threat0.06432246
Severe Toxicity0.023974609
Low Tox 0.28548008 Moderate Con 0.476 Identity_Assertion
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
How about stop flooding the country with immigrant getting a free ride.
How about stop flooding the country with immigrant getting a free ride.
Identity Attack0.2877625
Insult0.0836065
Profanity0.017914234
Threat0.009929225
Severe Toxicity0.0075912476
Low Tox 0.28548008 Low Con 0.167 Policy_Critique
Jan 19, 2026 Canada’s new rules in 2026

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.