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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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Search comment text, filter by category or toxicity level
Active: "I imagine what will be …" 151 comments · Page 5 of 7
That Indian lady…. That’s the type of immigrant we want. In the US, I’d welcome her anytime. If I wanted/had to immigrate to another country, I couldn’t imagine not working hard and giving back to …
That Indian lady…. That’s the type of immigrant we want. In the US, I’d welcome her anytime. If I wanted/had to immigrate to another country, I couldn’t imagine not working hard and giving back to that country for the opportunity.
Identity Attack0.17303948
Insult0.035774168
Profanity0.019348921
Threat0.006874025
Severe Toxicity0.004348755
Low Tox 0.16678599 Constructive 0.644 Solidarity
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Just imagine how washing natives feel the true people of this country.We called turtle island
Just imagine how washing natives feel the true people of this country.We called turtle island
Identity Attack0.089145996
Insult0.06302499
Profanity0.024951037
Threat0.009851551
Severe Toxicity0.0051498413
Low Tox 0.165053 Moderate Con 0.475
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
I would be terrified of driving on those streets. Pretty sure india has like ZERO driving laws or infastructure. I can't imagine them taking the traffic laws seriously.
I would be terrified of driving on those streets. Pretty sure india has like ZERO driving laws or infastructure. I can't imagine them taking the traffic laws seriously.
Identity Attack0.15303208
Insult0.045593183
Profanity0.023721304
Threat0.00866054
Severe Toxicity0.0042533875
Low Tox 0.16043124 Moderate Con 0.364 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why don’t you or these other guys wear those glasses with cameras in em? It’s not crazy 4K quality but better than being told not to record id imagine
Why don’t you or these other guys wear those glasses with cameras in em? It’s not crazy 4K quality but better than being told not to record id imagine
Identity Attack0.0076955543
Insult0.056719027
Profanity0.07934829
Threat0.009618527
Severe Toxicity0.0042152405
Low Tox 0.15932569 Low Con 0.266
Jan 27, 2026 11 likes Inside Canada's Indian Invasion...
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Identity Attack0.10221587
Insult0.031697463
Profanity0.020032106
Threat0.007948523
Severe Toxicity0.0037384033
Low Tox 0.15766735 Moderate Con 0.301 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Going to Niagara in 2019 vs 2024, crazy the change in 5 years. Couldn't even imagine now
Going to Niagara in 2019 vs 2024, crazy the change in 5 years. Couldn't even imagine now
Identity Attack0.0069185994
Insult0.07998765
Profanity0.05017922
Threat0.007637825
Severe Toxicity0.002746582
Low Tox 0.15545623 Moderate Con 0.439 Personal_Narrative
Feb 4, 2026 Inside Canada's Indian Invasion...
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on …
I remember when my family immigrated here over 15+ years ago and my brother was only 1 years old. 2 weeks after coming here he slipped on the floor and cut open his forehead on the hinges of our door and he was bleeding everywhere (he later had to get 6 stitches to fix it), my father was out working and we didn't know how to contact the police or hospital because we didn't have a home phone yet. We used our neighbors and the ambulance came and I strictly remember that because we didn't have our health cards yet they wouldn't start work even though my father said he will pay when he gets there. I remember my mother and I feeling helpless while my 1 year old brother was bleeding out (the hospital staff tried to stop the bleeding with cotton ball and bandage) and I distinctly remember that they did not start helping my brother even WHILE my father was paying but only started work after the bill was completed. Even though my family felt helpless at that time and we felt it was unfair, we never blamed Canada because it was their policy and they have every right to follow protocols. So it makes me angry to see people who walked into our country illegally getting far better treatment than my family ever got even though it might not be anything as life threatening as ours was. It makes me angry that our hard earned tax dollars are used to help people who have no motivation to help the country that gave them asylum during war.. It's actually the opposite as a lot of these families call their free housing "disgusting" and compare it to "living like a slave". I'm angry because little girls at my brothers own school are getting shoved and assaulted by refugee boys as young as 6-7 and are let off with a simple "don't do that again" and a meeting with the parents. This is not the Canada my family came to love and call home so I can't imagine the hardships of Canadians who are living here for 3, 4, 5+ generations 😔😔
Identity Attack0.046159767
Insult0.04910661
Profanity0.08193458
Threat0.063029334
Severe Toxicity0.00793457
Low Tox 0.15490346 Constructive 0.87
Feb 12, 2019 15 likes How much do refugees and …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Can you imagine what indigenous people felt when Europeans came
Can you imagine what indigenous people felt when Europeans came
Identity Attack0.11047905
Insult0.026315894
Profanity0.02973333
Threat0.009048914
Severe Toxicity0.0048828125
Low Tox 0.15103401 Low Con 0.299 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job …
I live in Brampton born and raised. Indians are generally nice people but this new generation of immigrants that came around covid time were different. Working at places like Walmart now feels like a job not meant for us Canadians. Entire work place blasting Punjabi music and speaking in another language. Imagine feeling foreign in your own country while trying to work.
Identity Attack0.116281845
Insult0.0350029
Profanity0.015420608
Threat0.006543908
Severe Toxicity0.0030708313
Low Tox 0.12867521 Constructive 0.682 Personal_Narrative
Feb 14, 2026 Inside Canada's Indian Invasion...
Bad drivers is an understatement...now imagine them in a big rig flying through the Rocky mountains calgary to the coast and its a nightmare to be on the highway in the winter now.....its insane on …
Bad drivers is an understatement...now imagine them in a big rig flying through the Rocky mountains calgary to the coast and its a nightmare to be on the highway in the winter now.....its insane on the amount of wrecks on the highway when i head west now ......we need some serious changes this is not the canada i loved 20 years ago.
Identity Attack0.0102854045
Insult0.07460167
Profanity0.0166845
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.121732734 Constructive 0.634 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
These jets... Imagine the smell.🤢🤮
These jets... Imagine the smell.🤢🤮
Identity Attack0.0047357255
Insult0.030926194
Profanity0.05243378
Threat0.009178371
Severe Toxicity0.004673004
Low Tox 0.115658075 Low Con 0.279
Sep 20, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
If the Liberals stays in power for another 4 years, I can not imagine what people would suffer by then.
If the Liberals stays in power for another 4 years, I can not imagine what people would suffer by then.
Identity Attack0.028886627
Insult0.028392024
Profanity0.016411226
Threat0.036839653
Severe Toxicity0.0031089783
Low Tox 0.11305673 Moderate Con 0.365
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Imagine the smell. Do not Redeem.
Imagine the smell. Do not Redeem.
Identity Attack0.0032003147
Insult0.03599453
Profanity0.02303812
Threat0.0072882893
Severe Toxicity0.0021362305
Low Tox 0.112746716 Low Con 0.212
Jan 27, 2026 Inside Canada's Indian Invasion...
imagine the smell
imagine the smell
Identity Attack0.0042917514
Insult0.026444806
Profanity0.054437835
Threat0.0075083673
Severe Toxicity0.003376007
Low Tox 0.112436704 Moderate Con 0.405 Humor_Satire
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
imagine the smell
imagine the smell
Identity Attack0.0042917514
Insult0.026444806
Profanity0.054437835
Threat0.0075083673
Severe Toxicity0.003376007
Low Tox 0.112436704 Moderate Con 0.403 Humor_Satire
Feb 15, 2026 3 likes Inside Canada's Indian Invasion...
imagine the smell
imagine the smell
Identity Attack0.0042917514
Insult0.026444806
Profanity0.054437835
Threat0.0075083673
Severe Toxicity0.003376007
Low Tox 0.112436704 Moderate Con 0.405 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
British immigrant here in Brampton, I wish I could find a doctor who speaks English first, regardless of the colour of their skin. I imagine the satisfaction of immigrants hearing their own language in a …
British immigrant here in Brampton, I wish I could find a doctor who speaks English first, regardless of the colour of their skin. I imagine the satisfaction of immigrants hearing their own language in a doctor's office but I am unable to articulate the loss of understanding what I'm hearing through a thick accent
Identity Attack0.10221587
Insult0.024511116
Profanity0.019690514
Threat0.0073918556
Severe Toxicity0.0026893616
Low Tox 0.11150667 Constructive 0.751 Personal_Narrative
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine the smell there
Imagine the smell there
Identity Attack0.0046987277
Insult0.025284592
Profanity0.04266402
Threat0.008000307
Severe Toxicity0.0033569336
Low Tox 0.11088664 Moderate Con 0.36 Humor_Satire
Jan 2, 2026 Inside Canada's Indian Metropolis (Brampton)
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Jan 27, 2026 Inside Canada's Indian Invasion...
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Imagine the smell
Imagine the smell
Identity Attack0.0039402717
Insult0.023479814
Profanity0.04742365
Threat0.0074824756
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Imagine the smell
Imagine the smell
Identity Attack0.0039772694
Insult0.023608726
Profanity0.047674157
Threat0.0075083673
Severe Toxicity0.0031280518
Low Tox 0.10826672 Moderate Con 0.366
Dec 14, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imagine what we could do if we stopped send BILLIONS to the Ukraine !
Imagine what we could do if we stopped send BILLIONS to the Ukraine !
Identity Attack0.050216515
Insult0.025155678
Profanity0.014259194
Threat0.00899713
Severe Toxicity0.0030326843
Low Tox 0.10826672 Low Con 0.185 Policy_Critique
Jan 11, 2026 1 likes Canada’s new rules in 2026

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.