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: "No more turbans in the …" 42 comments · Page 2 of 2
That white turban man❤❤❤
That white turban man❤❤❤
Identity Attack0.19298288
Insult0.05262003
Profanity0.0684662
Threat0.011819307
Severe Toxicity0.0090408325
Low Tox 0.20839658 Moderate Con 0.364 Identity_Assertion
Dec 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to …
If you can’t beat them, join them. I took my first dump on a beach today. I bought a turban off Amazon to ride my motorcycle without a helmet. I go to Niagara Falls to litter. This is my Canada.
Identity Attack0.026207991
Insult0.03588435
Profanity0.027410502
Threat0.13815513
Severe Toxicity0.0075149536
Low Tox 0.16678599 Moderate Con 0.411 Humor_Satire
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
No more turbans in Canadian parliament.
No more turbans in Canadian parliament.
Identity Attack0.05976611
Insult0.06599696
Profanity0.013917602
Threat0.00746953
Severe Toxicity0.0028419495
Low Tox 0.15435068 Low Con 0.186 Identity_Assertion
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
No more turbans in the Canadian parliament.
No more turbans in the Canadian parliament.
Identity Attack0.0543092
Insult0.062150877
Profanity0.01309778
Threat0.007417747
Severe Toxicity0.0026130676
Low Tox 0.13908891 Low Con 0.213 Identity_Assertion
Jan 29, 2026 8 likes Inside Canada's Indian Invasion...
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, …
i lived in brampton/bramalea 1971-1997. when i went to school in 70s we already called it "bramladesh" and certain buildings were "curry corners" or "turban towers". also a lot of newfoundlanders went there. even then, it was more or less "normal"...but now its the car accident and domestic violence capital of canada. also, the school my older sister attended in the next town over, malton, was turned into hindu temple in the 80s. malton was formerly an italian stronghold but was also completely taken over by indians in the 80s and 90s.
Identity Attack0.058856625
Insult0.04852104
Profanity0.024609445
Threat0.01254427
Severe Toxicity0.004272461
Low Tox 0.11378009 Constructive 0.614 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The Sikh in White Turban Spoke well A right Man Ringing the right words
The Sikh in White Turban Spoke well A right Man Ringing the right words
Identity Attack0.06476828
Insult0.027476108
Profanity0.02836696
Threat0.010472948
Severe Toxicity0.0050354004
Low Tox 0.10653123 Moderate Con 0.338
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Welcome to the Turbanization of Canada
Welcome to the Turbanization of Canada
Identity Attack0.045901958
Insult0.028942931
Profanity0.015181494
Threat0.008841781
Severe Toxicity0.0035095215
Low Tox 0.09785384 Low Con 0.232 Identity_Assertion
Aug 31, 2025 2 likes How Canada broke its immigration …
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Why did authorities trust these people in the first place ? What is the need for so many many turbans walking down the street in Canada
Identity Attack0.025605056
Insult0.03566399
Profanity0.012038844
Threat0.0074954215
Severe Toxicity0.0019550323
Low Tox 0.0969861 Low Con 0.248 Identity_Assertion
Oct 1, 2025 2 likes IRCC Names India in Study …
Only in Quebec I see no turban 👳 protesting against immigration laws
Only in Quebec I see no turban 👳 protesting against immigration laws
Identity Attack0.0440973
Insult0.025155678
Profanity0.0127561875
Threat0.0067445673
Severe Toxicity0.0019359589
Low Tox 0.08874765 Low Con 0.284 Identity_Assertion
Nov 20, 2025 25 likes Quebec Ends Economic Immigration Program …
The man in the white turban was soo kind.
The man in the white turban was soo kind.
Identity Attack0.045901958
Insult0.02212623
Profanity0.024609445
Threat0.008841781
Severe Toxicity0.0031089783
Low Tox 0.085582085 Moderate Con 0.411 Solidarity
Sep 19, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
Caps are not allowed in Gurdwara. I don't know how you wore it. For same reason Obama refuse to visit Golden temple as Golden temple or any Gurdwara doesn't allow cap. It should be either …
Caps are not allowed in Gurdwara. I don't know how you wore it. For same reason Obama refuse to visit Golden temple as Golden temple or any Gurdwara doesn't allow cap. It should be either turban or cover head with scarf. I'm amazed how they allowed.
Identity Attack0.024801146
Insult0.024124376
Profanity0.013371054
Threat0.0076119336
Severe Toxicity0.0017929077
Low Tox 0.07845957 Constructive 0.598
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I strongly disagree with this we now have police officers in turban not excitable turbon is not part of the uniform if you cannot wear the uniform you should not be an officer plain and …
I strongly disagree with this we now have police officers in turban not excitable turbon is not part of the uniform if you cannot wear the uniform you should not be an officer plain and simple don't apply for a job you can not fulfill
Identity Attack0.006881601
Insult0.02173949
Profanity0.016957775
Threat0.008026198
Severe Toxicity0.001745224
Low Tox 0.069754265 Constructive 0.557 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Still TOO MANY.... SLASH TO ZERO!! In Canada... Too many taxes & turbans!!! WAY TOO MANY!!
Still TOO MANY.... SLASH TO ZERO!! In Canada... Too many taxes & turbans!!! WAY TOO MANY!!
Identity Attack0.02238941
Insult0.024382202
Profanity0.011082385
Threat0.007624879
Severe Toxicity0.002155304
Low Tox 0.067380086 Low Con 0.252
Jan 3, 2026 1 likes New rules, regulations take effect …
Open up a turban factory there,you will make much money in Canaduh...
Open up a turban factory there,you will make much money in Canaduh...
Identity Attack0.0058826595
Insult0.014390918
Profanity0.0128245065
Threat0.0068999166
Severe Toxicity0.0013160706
Low Tox 0.03309893 Low Con 0.178 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
In Canada the second most popular head cover, after baseball hat is turban.
In Canada the second most popular head cover, after baseball hat is turban.
Identity Attack0.0068446035
Insult0.012300906
Profanity0.01086035
Threat0.0065180166
Severe Toxicity0.00084877014
Low Tox 0.022139108 Low Con 0.206
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
@0:14 Road safety laws are made to protect lives, not to discriminate against beliefs., Governments can consider specially designed helmets that accommodate turbans, balancing safety with religious practice. Ultimately, respecting the rules of the country …
@0:14 Road safety laws are made to protect lives, not to discriminate against beliefs., Governments can consider specially designed helmets that accommodate turbans, balancing safety with religious practice. Ultimately, respecting the rules of the country you live in shows both responsibility and integration into society.
Identity Attack0.0073995716
Insult0.008386881
Profanity0.010023449
Threat0.006265574
Severe Toxicity0.00059366226
Low Tox 0.01633588 Constructive 0.571 Moral_Argument
Oct 8, 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.