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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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Active: "As a Indian. All i …" 4,309 comments · Page 90 of 173
indians over africans? cmon bro.
indians over africans? cmon bro.
Identity Attack0.42615733
Insult0.14512913
Profanity0.07191269
Threat0.010472948
Severe Toxicity0.015221698
Moderate 0.3389984 Low Con 0.155 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Identity Attack0.36702603
Insult0.26957804
Profanity0.040158957
Threat0.00746953
Severe Toxicity0.007133484
Moderate 0.3389984 Constructive 0.643
Oct 5, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Identity Attack0.35624164
Insult0.27558193
Profanity0.09551262
Threat0.0130621
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.377 Unverified_Claim
Jan 2, 2026 IRCC Names India in Study …
I'm not sure, if the bike guy is racist towards indian or nice 😂
I'm not sure, if the bike guy is racist towards indian or nice 😂
Identity Attack0.36702603
Insult0.15698463
Profanity0.12035047
Threat0.010783645
Severe Toxicity0.014898917
Moderate 0.3389984 Moderate Con 0.437 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. …
So How is Colonialism working out for you white folks now that you are on the other side of it. I am not Indian. I am NDN. I have suffered White Colonialism all my life. Now you white folks are beginning to suffer Indian Colonialism. I really don't feel sorry for you.
Identity Attack0.40158966
Insult0.1342682
Profanity0.06796519
Threat0.010369381
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.578 Moral_Argument
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with …
Just remember, the indians and other invaders have been weaponized by a certain group. They wage war by destabilizing and destroying western countries from within. It is the unchosen people. They have been warring with humanity for 2000 years. They fight in very unconventional ways. Soros, Wiseman, Blackrock, Century Initiative, etc They blackmail and corrupt politicians to put in their destructive policies. Divide and conquer. Every western country the same. Different erhnic groups. Weaponized flooding. Use pawns.
Identity Attack0.36942887
Insult0.26957804
Profanity0.08128801
Threat0.064969026
Severe Toxicity0.018126737
Moderate 0.3389984 Moderate Con 0.41
Nov 30, 2025 Inside Canada's Indian Metropolis (Brampton)
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went …
as an arab muslim from saudi im ngl indians are not the worst type of immigrants, they work and dont bother ofhers much. europe on the other hand is getting worse and worse i went to italy for tourism and i saw italian women get harrassed by arab north africans. its so sad they live in fear in their own countries. a strange thing
Identity Attack0.4054415
Insult0.1640896
Profanity0.14313951
Threat0.025961896
Severe Toxicity0.018126737
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years …
UK has the same problem with Indians and student visas. India, Nigeria, and Pakistan commit the most student visa frauds or non compliance in the UK. It was in the papers a couple of years ago. Indians cause too many problems and countries need to be like the US and expel them or make it harder for them to come in. I can say in London, London Metropolitan University and University of East London have way too many Indians and Pakistanis who barely speak English and from what I heard, some take their visas and run off into the sunset. Luckily at my university, in my program, only 1 or 2 Indians.
Identity Attack0.43896464
Insult0.24171697
Profanity0.07805514
Threat0.029933142
Severe Toxicity0.01935331
Moderate 0.3389984 Constructive 0.741 Unverified_Claim
Nov 2, 2025 IRCC Names India in Study …
Hi guys this is a country of Indians not Canada gone in my opinion
Hi guys this is a country of Indians not Canada gone in my opinion
Identity Attack0.4006267
Insult0.14331897
Profanity0.07514556
Threat0.009799767
Severe Toxicity0.015867263
Moderate 0.3389984 Low Con 0.277 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
In 100 years the population of every country will be replaced by Indians because that’s what people like Elon musk want
Identity Attack0.38246045
Insult0.113185234
Profanity0.07191269
Threat0.06820184
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.109 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Indians in n India openly talk about owner ngvCabada and getting rid of the ( GORAs) white people they say you will clean thier toilets soon , thier plans for you are domestic servants
Identity Attack0.3817989
Insult0.26957804
Profanity0.16450337
Threat0.079364374
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.348
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
My city in italy is filled of indians. Too many....
My city in italy is filled of indians. Too many....
Identity Attack0.39870077
Insult0.15556364
Profanity0.07223598
Threat0.009592636
Severe Toxicity0.015092585
Moderate 0.3389984 Moderate Con 0.419 Fear_Threat
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
my indian status card means only native people indians, change the title to immigrant lol
my indian status card means only native people indians, change the title to immigrant lol
Identity Attack0.3817989
Insult0.14331897
Profanity0.10301965
Threat0.010654188
Severe Toxicity0.018320406
Moderate 0.3389984 Low Con 0.277
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Identity Attack0.22631748
Insult0.123407245
Profanity0.14225815
Threat0.10389658
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.473
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Thank you Tyler for bringing some attention to this matter, this is absurd. 10 years ago it used to be this way with the Filipinos, now they got replaced with Indians lol
Identity Attack0.3817989
Insult0.21836096
Profanity0.084844165
Threat0.008867673
Severe Toxicity0.012359619
Moderate 0.3389984 Constructive 0.506 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I may not be rich.. but thank God I'm not Indian.
I may not be rich.. but thank God I'm not Indian.
Identity Attack0.43896464
Insult0.081261896
Profanity0.08710717
Threat0.008582866
Severe Toxicity0.015479924
Moderate 0.3389984 Moderate Con 0.467 Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people …
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people in who want Khalistan. Theyre the ones who did the air india bombings, theyre the ones who assassinated an Indian female prime minister. Instead of having other Indian ethnicities, youre choosing a more extreme one who wont integrate fully. Most dont even know English., unlike other Indians.
Identity Attack0.4139151
Insult0.19225755
Profanity0.031391226
Threat0.060119797
Severe Toxicity0.016125489
Moderate 0.3389984 Constructive 0.516 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the …
The man says Indians abuse every system this country offers them. In Australia and In America the White Australian Building Engineers and Building Certifiers make up false pass Building Passes and about 50% of the Domestic housing apartment and houses have mild and severe building faults, so isn't that ABUSE by White Fellars and there's nothing the home owner can do because legal and Court costs are so so expensive
Identity Attack0.3958119
Insult0.19500497
Profanity0.07126612
Threat0.010369381
Severe Toxicity0.015415368
Moderate 0.3389984 Constructive 0.572 Unverified_Claim
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
Identity Attack0.3817989
Insult0.16839184
Profanity0.018529098
Threat0.008323951
Severe Toxicity0.0104522705
Moderate 0.3389984 Low Con 0.203
Oct 29, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Identity Attack0.40883094
Insult0.17361937
Profanity0.023789622
Threat0.00780612
Severe Toxicity0.0125103295
Moderate 0.3389984 Constructive 0.524 Fear_Threat
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
I'm an Indian but I say this is not good you didn't opposing such like this migrants you will lose your country and your culture.
Identity Attack0.38208112
Insult0.12702756
Profanity0.0887236
Threat0.04880493
Severe Toxicity0.015544481
Moderate 0.3389984 Constructive 0.597 Fear_Threat
Feb 8, 2026 Inside Canada's Indian Invasion...
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Identity Attack0.40883094
Insult0.11464815
Profanity0.05543986
Threat0.009463178
Severe Toxicity0.014059683
Moderate 0.3389984 Moderate Con 0.413 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people …
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people from other countries want to move to their stolen land.
Identity Attack0.37655997
Insult0.24928534
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0104522705
Moderate 0.3389984 Moderate Con 0.346 Moral_Argument
Oct 9, 2025 1 likes 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.