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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: "Our Brampton has gone to …" 9 comments
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
I live in Brampton born and raised and I also live in Florida BRAMPTON HAS GONE TO ABSOLUTE SHIT it’s all the fucking Indians THEY ARE NASTY RACIST PEOPLE AND THEY COMMIT SO MUCH FRAUD
Identity Attack0.7895903
Insult0.7827088
Profanity0.8086746
Threat0.13815513
Severe Toxicity0.61260825
Toxic 0.93383175 Moderate Con 0.441 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Our Brampton has gone to shit
Our Brampton has gone to shit
Identity Attack0.11512129
Insult0.5130944
Profanity0.84995824
Threat0.009359611
Severe Toxicity0.16960317
Toxic 0.85333383 Low Con 0.241 Insult Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Brampton was a shit hole 30yrs ago...its only gone down hill. Give it another 30yrs and we will be a minority in our own country.
Identity Attack0.17847598
Insult0.5678696
Profanity0.67055607
Threat0.023199292
Severe Toxicity0.16960317
Moderate 0.68408644 Moderate Con 0.384 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This invasion has ruined the country, housing is inflated, daycares are inflated and back logged, Healthcare is backlogged, crime has gone up by 2-3x in ten years, insurance has gone up 10x in brampton. They …
This invasion has ruined the country, housing is inflated, daycares are inflated and back logged, Healthcare is backlogged, crime has gone up by 2-3x in ten years, insurance has gone up 10x in brampton. They also dont respect our culture and are extremely unintelligent
Identity Attack0.38238457
Insult0.48627716
Profanity0.07255927
Threat0.010964886
Severe Toxicity0.023076924
Moderate 0.47173777 Constructive 0.509 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't …
Shame on @rocanews for platforming lies and nonsense. Have multiple people claim that folks here don't have their " papers " without the research to back it up is wild. Also to claim they don't pay taxes is also Wild. And to claim that they don't have jobs is also wild. Also the white lady who bold face declared the Brampton used to be majority White, and is now upset that it's not is very telling lol. In her own words it used to be Multicultural but it's now bicultural. The gag is when it was majority white it wasn't bicultural because to her white people are always the norm lol. I'd like more evidence into how the Indian population has not assimilated. Wearing their own cultural clothes and worshiping where they choose to does not mean you have in a simulated LOL. Giving the mic to folks to spew unchecked nonsense is wild and you should all be utterly ashamed of yourselves. Did you feature any gudwara? Those are Sikh temples that provide lunger AKA free meals to people of any background. I've gone to Vancouver and seen it filled with tons of white and black who but looking for a meal and they were not turned away.
Identity Attack0.34000012
Insult0.40243408
Profanity0.12096943
Threat0.011379151
Severe Toxicity0.020257099
Moderate 0.4013387 Constructive 0.678
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
THANK YOU FOR SHEDDING LIGHT ON THIS!!! This is getting crazy. Brampton used to be SOOO beautiful. And also, Africans taking over shelters isnt true. Shelters are too full because our cost of living has …
THANK YOU FOR SHEDDING LIGHT ON THIS!!! This is getting crazy. Brampton used to be SOOO beautiful. And also, Africans taking over shelters isnt true. Shelters are too full because our cost of living has gone up and Canadians (as i am one) are struggling to make a living. Thats why you see people in tents because the shelters are WAY too full (and im also speaking from experience I was previously homeless in Toronto/Brampton and now am a Community Service Worker dealing with people in Shelters and Addictions).
Identity Attack0.17847598
Insult0.16780703
Profanity0.04792466
Threat0.008712323
Severe Toxicity0.008735657
Low Tox 0.25462922 Constructive 0.852 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you for posting this i watch all your stuff and im a student in brampton and no one will hire me in bramtpon because im white. Also the school system in the last couple …
Thank you for posting this i watch all your stuff and im a student in brampton and no one will hire me in bramtpon because im white. Also the school system in the last couple years has gone down hill, half of my teachers don't speak english or know how to teach
Identity Attack0.26325142
Insult0.054376744
Profanity0.068967216
Threat0.008556974
Severe Toxicity0.007247925
Low Tox 0.23379272 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
Identity Attack0.07094744
Insult0.023221988
Profanity0.016616182
Threat0.007793174
Severe Toxicity0.002746582
Low Tox 0.09828771 Low Con 0.294 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...

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.