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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 #}

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Active: "If your country is so …" 3,912 comments · Page 83 of 157
MY GOAT TYLER OLIVEIRA MAKING A VIDEO ON MY COUNTRY CANADA ? WOW THIS WAS NOT ON MY 2026 BINGO CARD
MY GOAT TYLER OLIVEIRA MAKING A VIDEO ON MY COUNTRY CANADA ? WOW THIS WAS NOT ON MY 2026 BINGO CARD
Identity Attack0.04280826
Insult0.11978693
Profanity0.15019037
Threat0.011638066
Severe Toxicity0.015609037
Low Tox 0.28087774 Moderate Con 0.36 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country …
Who is trying to turn canada into india? You all forget that no one but the government is reponsible for bad immigration policies. Everyone comes here with a dream i mean canada is a country built by immigrants, just because some other nationalities got here first and made Canada their home does not give them the right to judge others. Shameless behaviour in the comments by some people. Humanity at its worst. God bless us all
Identity Attack0.1769227
Insult0.24171697
Profanity0.019690514
Threat0.0072235605
Severe Toxicity0.005645752
Low Tox 0.28087774 Constructive 0.533 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Crack down on immigration Consultants operating in India and other foreign countries who are agents of Immigration layers in Canada ...the Whole System is Corrupt thaw we Canadians do not get jobs and housing has …
Crack down on immigration Consultants operating in India and other foreign countries who are agents of Immigration layers in Canada ...the Whole System is Corrupt thaw we Canadians do not get jobs and housing has become unaffordable..Thanks to The Treadue Government
Identity Attack0.10221587
Insult0.24928534
Profanity0.020032106
Threat0.007870848
Severe Toxicity0.005378723
Low Tox 0.28087774 Moderate Con 0.451
Sep 28, 2025 IRCC Names India in Study …
Send all these "students" back and ban students from that country.
Send all these "students" back and ban students from that country.
Identity Attack0.2127345
Insult0.0720671
Profanity0.024131214
Threat0.05947323
Severe Toxicity0.008163452
Low Tox 0.28087774 Low Con 0.137
Sep 30, 2025 IRCC Names India in Study …
They gotta get on that ICE timing now and get them all out of this country
They gotta get on that ICE timing now and get them all out of this country
Identity Attack0.15517195
Insult0.070482984
Profanity0.038154904
Threat0.1368402
Severe Toxicity0.013866014
Low Tox 0.28087774 Low Con 0.188 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
It's funny how history changes British did this more than 100yrs. Invasion to India. Indians hated that, suffered and fought for freedom It's reverse now. Indians are taking over western countries
It's funny how history changes British did this more than 100yrs. Invasion to India. Indians hated that, suffered and fought for freedom It's reverse now. Indians are taking over western countries
Identity Attack0.33352965
Insult0.0813853
Profanity0.06395709
Threat0.01238892
Severe Toxicity0.009613037
Low Tox 0.28087774 Constructive 0.548 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Metropolis (Brampton)
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining …
And absolutely nothing will change and it will only get worse. If you point out the negative impacts you are labeled as 'racist'. Joke of a country and joke of a society. They are ruining the country and pointing that out is 'racist'.
Identity Attack0.16993292
Insult0.16802633
Profanity0.03990845
Threat0.009463178
Severe Toxicity0.007858276
Low Tox 0.28087774 Moderate Con 0.361 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it …
As a canadian I really feel this, thanks these indians and our government getting a job is a nightmare especially if you live in the city and most of the country is far-left so it isn't changing anytime soon. It's just sad to see, I'm not racist I just want my own country and my own job but I guess that's asking too much :/
Identity Attack0.29951343
Insult0.1378885
Profanity0.028503597
Threat0.007314181
Severe Toxicity0.00793457
Low Tox 0.28087774 Constructive 0.679 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation …
Most of are Europeans and they still follow European culture, religion & lifestyle. Same Racism, hatred, violence, alcoholism, drugs, indecent clothes & behavior in public, they are on big government, army, political posts, same exploitation like they were doing at time of colonial times. They looks modern but no change in their mentality & ideology. Even today they can’t tolerate different skin colors, cultures, religions etc. this should be changed. Racism & hatred is going out of control in Canada. Canadian government should take step against it. Right now Canada became world’s most dangerous country for immigrants & ‘non European’ people. It should be changed.
Identity Attack0.2816105
Insult0.15414265
Profanity0.04291453
Threat0.013702838
Severe Toxicity0.012574885
Low Tox 0.27975297 Moderate Con 0.433
Aug 25, 2025 Why Canadians Are Turning Against …
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of …
Births to immigrant mothers in the US: 24.0% Births to immigrant mothers in Canada: 42.3% (44.9% in anglo speaking Canada) America actually has one of the lowest rates of immigration since the financial crisis of all western countries (and fastest growing economy, go figure) and yet is the most pissed off about high immigration levels haha.
Identity Attack0.10221587
Insult0.16853803
Profanity0.17101645
Threat0.0071588317
Severe Toxicity0.0074768066
Low Tox 0.27975297 Constructive 0.509 Comparative_Framing
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian its sad to see people culture have been taken over by Indians. As an Indian even if you go in any country don't try to live among the native people, try to …
As an Indian its sad to see people culture have been taken over by Indians. As an Indian even if you go in any country don't try to live among the native people, try to live in places where you don't overtake another group of people by population. Its not our country to just spread our influence at the cost of others.
Identity Attack0.36702603
Insult0.08410009
Profanity0.028093686
Threat0.008336896
Severe Toxicity0.009231567
Low Tox 0.27975297 Constructive 0.661 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist half, and allow the easterners to be controlled by the slaaneshi surface dwelling weaklings of the east. Then we can kick out all the foreigners and invaders, every one who refuses to assimilate, and have our own elections, not run by dominion voting systems machines, and our own Politian's, not hand picked by ottawa, instead of being dragged further and further to the extreme alt left by the surface dwelling weaklings of the east and their disgusting ideas. We don't share their values, we don't share their languages, we don't even share their belief systems and ways or schools of thought. Its time for western Canada to become its own country. Separated away from the nightmarish revisionist visions of mad dogs in Ontario.
Identity Attack0.28034934
Insult0.16195811
Profanity0.031641733
Threat0.1368402
Severe Toxicity0.014447021
Low Tox 0.27975297 Moderate Con 0.423
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at …
Not everyone from Punjab is bad but surely khalistan agenda people are not the right ones And also I really don't feel happy about how canada is letting people in who are not good at basic things too Your rules look compromised hence you are spoiling your country It's going to be very soon when your country is going to turn into a Pakistani vassal just like UK Because khalistan and Pakistan are linked Edit: I'm from Bharat aka india
Identity Attack0.2831485
Insult0.15911613
Profanity0.04141149
Threat0.014738814
Severe Toxicity0.012703998
Low Tox 0.27975297 Moderate Con 0.478 Fear_Threat
Feb 12, 2026 1 likes Inside Canada's Indian Invasion...
I am black, african, and immigrant to Europe. The truth is NO COUNTRY CAN TAKE AN INFINITE NUMBER OF IMMIGRANTS FOREVER. It's just not sustainable.
I am black, african, and immigrant to Europe. The truth is NO COUNTRY CAN TAKE AN INFINITE NUMBER OF IMMIGRANTS FOREVER. It's just not sustainable.
Identity Attack0.29188538
Insult0.06652143
Profanity0.069969244
Threat0.010343489
Severe Toxicity0.012130737
Low Tox 0.27975297 Constructive 0.567 Personal_Narrative
Feb 11, 2026 259 likes Canada's tighter immigration policy divides …
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that …
Well done !! I have no problem with money spent to get these people out of our country. As a Canadian I am tired of all the illegals walking across the border making claims that are fake and tax payers end up paying millions to support them !!!
Identity Attack0.2772088
Insult0.1662211
Profanity0.016069634
Threat0.009023022
Severe Toxicity0.007209778
Low Tox 0.2786282 Constructive 0.6 Identity_Assertion
Dec 27, 2025 Deportations From Canada at Their …
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are …
Why does migrants quit their countrys, are they manage by some financial groups to invade caneda. Is that a glitch in the matrix? Why so many foreigner comes from english colonies? Why tim horton are now operate by foreigners? Why caneda is the biggest scam in the world?
Identity Attack0.26663736
Insult0.16195811
Profanity0.021125201
Threat0.0072882893
Severe Toxicity0.0048446655
Low Tox 0.2786282 Low Con 0.232 Unverified_Claim
Sep 26, 2025 1 likes Why Canadians Are Turning Against …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good …
I will always stand with people who condemn indian fatigue No doubt,it's effects are making all crazy That's doesn't mean white are so good They are racist too But many of them are really good The white people Nice, friendly outside And other nationalities Irrespective of color and country We need such good people Who help others,show mercy If not don't cause problems to others
Identity Attack0.2823795
Insult0.15236975
Profanity0.114160895
Threat0.014048163
Severe Toxicity0.013285006
Low Tox 0.27750343 Constructive 0.776
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian …
I am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.32184324
Insult0.076819435
Profanity0.029460056
Threat0.0076507707
Severe Toxicity0.0075912476
Low Tox 0.27750343 Constructive 0.638 Question
Feb 5, 2026 Inside Canada's Indian Metropolis (Brampton)
Majority of other countries assimilate. Indians don’t.
Majority of other countries assimilate. Indians don’t.
Identity Attack0.37152436
Insult0.0818789
Profanity0.03915693
Threat0.0074436385
Severe Toxicity0.010223389
Low Tox 0.27750343 Low Con 0.164
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I moved to this country with a study permit. Now I'm an Architect serving the country, proudly… It is terrible that some students come to this country and abuse the system! They have damaged the …
I moved to this country with a study permit. Now I'm an Architect serving the country, proudly… It is terrible that some students come to this country and abuse the system! They have damaged the reputation of the immigrants!
Identity Attack0.27875587
Insult0.11172232
Profanity0.021808386
Threat0.008582866
Severe Toxicity0.005493164
Low Tox 0.27750343 Constructive 0.702 Personal_Narrative
Oct 5, 2025 IRCC Names India in Study …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a …
It’s an Indian country now.🤦🏻‍♂️🤦🏽‍♂️🤷🏼‍♀️Indianada🤣😂🤣. Don’t do nothing. Canadian let happen and it’s happening. Lose their own country to this people. Once they become a member of the government, It’s game over in just a matter of time.. Too many of them already. breeding everyone.🤦🏽‍♂️🤦🏻‍♂️🤦🏽‍♂️🤷🏻‍♂️🤷🏻
Identity Attack0.28034934
Insult0.082619295
Profanity0.028230323
Threat0.012130005
Severe Toxicity0.011749268
Low Tox 0.27750343 Low Con 0.235 Fear_Threat
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
5:43 I'm sure that anyone's gonna have a better job then him in his own country
5:43 I'm sure that anyone's gonna have a better job then him in his own country
Identity Attack0.10221587
Insult0.07808672
Profanity0.039657943
Threat0.01254427
Severe Toxicity0.009422302
Low Tox 0.27750343 Moderate Con 0.344 Economic_Argument
Feb 13, 2026 Inside Canada's Indian Invasion...
Well India was the richest country in History until the red capes came and subjugated us. Divided us and looted us. All the wealth in Western civilisation today is built from looted wealth of India. …
Well India was the richest country in History until the red capes came and subjugated us. Divided us and looted us. All the wealth in Western civilisation today is built from looted wealth of India. India was built on the idea of pluralism
Identity Attack0.2823795
Insult0.16551061
Profanity0.08290444
Threat0.028206514
Severe Toxicity0.013543231
Low Tox 0.2763787 Moderate Con 0.376 Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own …
My parents came to Canada over 30 years ago with employable skills and money to support ourselves. We go through Canadian education system, get Canadian jobs and pay Canadian taxes. We still celebrate our own heritage with food and holiday but we do them in our own house. Not sticking into people’s faces. I feel that’s how immigration should be like. Not hordes of illegals and refugees that ruins our society and cost us loads of tax payer dollars. Now with Canada being India land, I’ll have no choice but leave this country eventually, I’ll have no choice but finding a better place to retire.
Identity Attack0.2854555
Insult0.16780703
Profanity0.025634222
Threat0.011275585
Severe Toxicity0.010604858
Low Tox 0.2763787 Constructive 0.708 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This country is full of colleges that hand out diplomas for everything. next thing you know, there’ll be a degree in ass-wiping, who is responsible ? Ministry of Education, Immigration or both? The CRA also …
This country is full of colleges that hand out diplomas for everything. next thing you know, there’ll be a degree in ass-wiping, who is responsible ? Ministry of Education, Immigration or both? The CRA also needs to investigate the benefits some employers, especially large corporations, are abusing. They receive massive tax breaks for hiring students, yet some of these students barely work or are barely given shifts.
Identity Attack0.015958117
Insult0.08508729
Profanity0.2453505
Threat0.00780612
Severe Toxicity0.008735657
Low Tox 0.2763787 Moderate Con 0.459 Policy_Critique
Oct 3, 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.