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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

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

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Active: "They are not indian they …" 4,309 comments · Page 94 of 173
As an Indian myself, I wouldn't want any country to turn into India.
As an Indian myself, I wouldn't want any country to turn into India.
Identity Attack0.40158966
Insult0.0836065
Profanity0.06345607
Threat0.013631714
Severe Toxicity0.016900165
Moderate 0.3367073 Constructive 0.526 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Andrew Callahan would’ve edited this video to make it seem like the Indians are amazing citizens and just got lost in the woods and ended up in America.
Andrew Callahan would’ve edited this video to make it seem like the Indians are amazing citizens and just got lost in the woods and ended up in America.
Identity Attack0.37082586
Insult0.16124763
Profanity0.10735235
Threat0.07399795
Severe Toxicity0.020257099
Moderate 0.3367073 Low Con 0.244 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
Oh, Indians are about to become mentors to Canadians; they will teach Canadians what Brahmins, Kshatriyas, Vaishyas, Shudras, and the Untouchables are.
Identity Attack0.3958119
Insult0.24171697
Profanity0.030639706
Threat0.009126588
Severe Toxicity0.015479924
Moderate 0.33587718 Low Con 0.275 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
It’s not about people’s race, it’s usually the religion that is the problem as long as their Sikh Indians it’s fine x
It’s not about people’s race, it’s usually the religion that is the problem as long as their Sikh Indians it’s fine x
Identity Attack0.40447855
Insult0.113185234
Profanity0.119731516
Threat0.01238892
Severe Toxicity0.020257099
Moderate 0.33587718 Moderate Con 0.318 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a …
I had a co-worker who applied for PR and keeps waiting and waiting, one co-worker from India said to him.. “Dude! Just get marry with someone who has a citizenship and you will get a spousal visa so easy, quick! That’s how all my indian friends got it. It’s like a contract.” I told her “Hey that’s illegal!” And that Indian girl laughed and said “Who cares!” They are ruining the entire immigration system in Canada.
Identity Attack0.3857254
Insult0.16751462
Profanity0.08775374
Threat0.011042561
Severe Toxicity0.013866014
Moderate 0.33587718 Constructive 0.643
Oct 12, 2025 IRCC Names India in Study …
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face …
Yeah it was jagmeet singh zero doubt he was the enabler trudeau needed his support see what happens when you get an indian into parliament espeically leadership role in ndp. I see his smug face when being called out by people so obvious
Identity Attack0.104676254
Insult0.36798462
Profanity0.029888187
Threat0.009540852
Severe Toxicity0.0065231323
Moderate 0.33587718 Moderate Con 0.44 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
Jan 27, 2026 Inside Canada's Indian Invasion...
I have done business with Indian's. Never again. I would rather do business with the chinese.
I have done business with Indian's. Never again. I would rather do business with the chinese.
Identity Attack0.4139151
Insult0.076185785
Profanity0.04892669
Threat0.009256045
Severe Toxicity0.013285006
Moderate 0.33504707 Moderate Con 0.392
Jan 27, 2026 Inside Canada's Indian Invasion...
As a indian we never make problem in society we live in peaceful and never convert anyone. And everyone want leave indian not illegal and troublesome person😂 that's why europe and Canada falling
As a indian we never make problem in society we live in peaceful and never convert anyone. And everyone want leave indian not illegal and troublesome person😂 that's why europe and Canada falling
Identity Attack0.38246045
Insult0.191015
Profanity0.066963166
Threat0.009100696
Severe Toxicity0.015867263
Moderate 0.33504707 Constructive 0.519
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of …
Yes I have found that Indian people here in the Fraser Valley BC are pleasant and friendly at Tim Hortons. However, it's strange that only Indians work at Tim's shouldn't there be a mix of cultures? Unfortunately however, quite a few In dian folks have shared drivers licenses ! Truckers too. That's dangerous. As well some have tried to get In surance money by causing " "accidents" and claimed to be injured. So In dians are definitely good at lying and cheating etc. I find that large statue atrocious and UGLY and does not belong in Canada. Too big and ugly too
Identity Attack0.37953663
Insult0.26957804
Profanity0.07449899
Threat0.012440704
Severe Toxicity0.01483436
Moderate 0.33504707 Constructive 0.785 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadians don't want to work so Indians come here to work.
Canadians don't want to work so Indians come here to work.
Identity Attack0.42615733
Insult0.1087965
Profanity0.026727317
Threat0.0064727063
Severe Toxicity0.009841919
Moderate 0.33504707 Low Con 0.257 Economic_Argument
Feb 3, 2026 5 likes Inside Canada's Indian Invasion...
Dude even indians that came here decades ago don't even like the new indians
Dude even indians that came here decades ago don't even like the new indians
Identity Attack0.38318536
Insult0.113185234
Profanity0.1308005
Threat0.011456826
Severe Toxicity0.016964722
Moderate 0.33421695 Low Con 0.292 Identity_Assertion
Jan 29, 2026 4 likes Inside Canada's Indian Invasion...
Look around canada all Indian people everywhere 😂😂😂😂
Look around canada all Indian people everywhere 😂😂😂😂
Identity Attack0.39207554
Insult0.09855611
Profanity0.06295506
Threat0.00951496
Severe Toxicity0.017933069
Moderate 0.33421695 Low Con 0.286
Oct 3, 2025 IRCC Names India in Study …
Indians have invaded Canada, USA , UK and Australia.
Indians have invaded Canada, USA , UK and Australia.
Identity Attack0.41052565
Insult0.09270445
Profanity0.0684662
Threat0.017846745
Severe Toxicity0.015544481
Moderate 0.33421695 Low Con 0.171 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If they committed fraud, take away all the programs and stop more Indian immigrants from coming until time passes and immigration policies improve.
If they committed fraud, take away all the programs and stop more Indian immigrants from coming until time passes and immigration policies improve.
Identity Attack0.39334553
Insult0.1640896
Profanity0.03715288
Threat0.019228047
Severe Toxicity0.012574885
Moderate 0.33421695 Low Con 0.2
Oct 2, 2025 IRCC Names India in Study …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to making it like their home country
Identity Attack0.3908055
Insult0.1342682
Profanity0.11663672
Threat0.011172019
Severe Toxicity0.016577384
Moderate 0.33421695 Moderate Con 0.472 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status …
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status for women who married non-Indigenous men (under the Indian Act). * Destruction of matriarchal leadership structures. * Ignored disappearances and murders of Canadian Indigenous women. * Forced and coerced sterilizations without consent. **What they did to Canadian Indigenous children:** * Forced removal from families into residential schools. * Physical, sexual, and emotional abuse. * Bans on speaking Indigenous languages or practicing culture. * Malnutrition, medical neglect, and unsafe living conditions. * Deaths of children, many buried in unmarked graves. * Forced labor presented as “education.” **What they did to Canadian Indigenous men and leaders:** * Arrested, jailed, or killed leaders who resisted land theft. * Criminalized traditional governance systems. * Restricted movement with passes and permits. * Destroyed livelihoods by banning hunting and fishing. **What they did to Canadian Indigenous families and communities:** * Broke families apart through child removal policies. * Forced relocations to poor, remote land. * Starvation through controlled food rations. * Banned ceremonies, gatherings, and spiritual practices. * Chronic underfunding of housing, water, healthcare, and education. **What they did to Canadian Indigenous nations overall:** * Stole land without consent. * Broke, ignored, or manipulated treaties. * Imposed the Indian Act to control daily life. * Attempted to erase languages, cultures, and identities. * Created intergenerational trauma that continues today. These are established historical facts recognized by Canadian courts, survivor testimony, and national inquiries. Naming them accurately matters, because clarity is the first step toward truth.
Identity Attack0.36733335
Insult0.1662211
Profanity0.12551236
Threat0.13582869
Severe Toxicity0.022839356
Moderate 0.33421695 Constructive 0.631 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Bruh that panel says it all bunch of Indians !!!!
Bruh that panel says it all bunch of Indians !!!!
Identity Attack0.37292135
Insult0.15627414
Profanity0.10116278
Threat0.010835429
Severe Toxicity0.017933069
Moderate 0.33421695 Low Con 0.188 Identity_Assertion
Nov 9, 2025 IRCC Names India in Study …
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was …
Canada is tore up because of the Indians not necessarily the immigrants there's too many immigrants but way too many Indians in 1990 I was 20 years old in Toronto everything was fine I was not too much of anything nobody special I bought a home bought a new car and then I got the region later in life right now that type of thing is impossible very impossible for the next 20 or 30 years unless there's a war or epidemic or something crazy?
Identity Attack0.36702603
Insult0.25404143
Profanity0.057443913
Threat0.010110466
Severe Toxicity0.011138916
Moderate 0.33338684 Constructive 0.67
Aug 24, 2025 Why Canadians Are Turning Against …
East Indians is the proper term.Not to be mixed up with Canadian Indians.
East Indians is the proper term.Not to be mixed up with Canadian Indians.
Identity Attack0.44690517
Insult0.13607834
Profanity0.029596692
Threat0.008427517
Severe Toxicity0.013155893
Moderate 0.33338684 Low Con 0.277 Identity_Assertion
Sep 21, 2025 37 likes Inside Canada's Indian Metropolis (Brampton)
East Indian The brown people, show respect for the ingenious [people of the America's
East Indian The brown people, show respect for the ingenious [people of the America's
Identity Attack0.3817989
Insult0.16480011
Profanity0.13168186
Threat0.011068452
Severe Toxicity0.017093835
Moderate 0.33338684 Moderate Con 0.312
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Like father like son, Uk let’s in too many Pakistanis and Canada let’s in too many Indians.
Like father like son, Uk let’s in too many Pakistanis and Canada let’s in too many Indians.
Identity Attack0.38826546
Insult0.12883772
Profanity0.038154904
Threat0.05042134
Severe Toxicity0.01935331
Moderate 0.33338684 Low Con 0.203 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of them aren't actually Indians, they're Pakistani
Most of them aren't actually Indians, they're Pakistani
Identity Attack0.40158966
Insult0.16875735
Profanity0.124631
Threat0.010809537
Severe Toxicity0.018191293
Moderate 0.33338684 Low Con 0.213 Unverified_Claim
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
There are to much indians in world
There are to much indians in world
Identity Attack0.41052565
Insult0.113185234
Profanity0.08549073
Threat0.00951496
Severe Toxicity0.018836858
Moderate 0.33338684 Low Con 0.15 Fear_Threat
Mar 1, 2026 4 likes Inside Canada's Indian Invasion...
14:47 An Indian telling Canadians failed and why Hinduism is better than Canadian values while enjoying all the benefits Canadians pay for. 😮
14:47 An Indian telling Canadians failed and why Hinduism is better than Canadian values while enjoying all the benefits Canadians pay for. 😮
Identity Attack0.38699543
Insult0.15982662
Profanity0.020851927
Threat0.0076119336
Severe Toxicity0.010375977
Moderate 0.33338684 Low Con 0.208 Identity_Assertion
Oct 5, 2025 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.