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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: "What a racist" 1,070 comments · Page 31 of 43
Your not human if your not racist. People act like its a bad thing
Your not human if your not racist. People act like its a bad thing
Identity Attack0.18546575
Insult0.3388922
Profanity0.13785136
Threat0.012181788
Severe Toxicity0.016771052
Moderate 0.37751234 Low Con 0.267 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just …
I dont think all east indians are terrible an i cant believe the racistness of canada ..we can screen better a send people back if their criminal but if their obeying the laws an just living life..im ok with that as long as their not criminals
Identity Attack0.40447855
Insult0.30326313
Profanity0.0715894
Threat0.010757755
Severe Toxicity0.015867263
Moderate 0.37751234 Constructive 0.684 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
i can ignore how racist tyler is. its not investigation anymore. if someone is openly being racist and u are promoting it, then its bad
i can ignore how racist tyler is. its not investigation anymore. if someone is openly being racist and u are promoting it, then its bad
Identity Attack0.16993292
Insult0.36798462
Profanity0.060951006
Threat0.008466354
Severe Toxicity0.011291504
Moderate 0.37751234 Low Con 0.204 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Don’t that bike being so racist 😂
Don’t that bike being so racist 😂
Identity Attack0.2795294
Insult0.24424846
Profanity0.16171204
Threat0.0103175985
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.244 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
First off, the host is asking BS question from people who look they are on unemployment benefits. Second, getting ONE brown guy to says racist stuff doesn't makes the video less racist.
First off, the host is asking BS question from people who look they are on unemployment benefits. Second, getting ONE brown guy to says racist stuff doesn't makes the video less racist.
Identity Attack0.3908055
Insult0.25602314
Profanity0.12158839
Threat0.008738215
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.44 Meta_Commentary
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
You guys love interviewing racists. You claim to not be biased.
You guys love interviewing racists. You claim to not be biased.
Identity Attack0.24074486
Insult0.34135336
Profanity0.047173142
Threat0.008686432
Severe Toxicity0.010986328
Moderate 0.37751234 Low Con 0.2 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and …
On paper, Canada has been great for this land the Native Americans called Turtle Island. A huge new country sprang out of nothing, adding trillions of dollars to the economy. But the question I and all the natives before the white men came there kept asking was this. Why? After visiting, I have no answer. So sorry to say, you are hard hardcore racist. Try to make a video where everyone are French, Itailina or what have you. . There are plenty of places like that. The problem is they look white.
Identity Attack0.44690517
Insult0.29383746
Profanity0.0864606
Threat0.00933372
Severe Toxicity0.017416617
Moderate 0.37751234 Constructive 0.591 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I found that conservative super racist and totally tried to mis represent the facts. Sounds about right
I found that conservative super racist and totally tried to mis represent the facts. Sounds about right
Identity Attack0.36702603
Insult0.3388922
Profanity0.098067984
Threat0.009074804
Severe Toxicity0.013155893
Moderate 0.37751234 Moderate Con 0.399
Oct 1, 2025 IRCC Names India in Study …
Canadians have always been racist however recently with the anti-woke backlash, more and more have become comfortable about posting their racist beliefs online. This increased exponentially once Elon bought twitter and gave users free reign …
Canadians have always been racist however recently with the anti-woke backlash, more and more have become comfortable about posting their racist beliefs online. This increased exponentially once Elon bought twitter and gave users free reign to post whatever they want. However, on a positive note, I have been able to filter out my racist friends much easier simply after seeing their facebook/X posts.
Identity Attack0.38238457
Insult0.31740165
Profanity0.035649836
Threat0.007586042
Severe Toxicity0.012359619
Moderate 0.37751234 Constructive 0.582 Identity_Assertion
Nov 2, 2025 1 likes Why Canadians Are Turning Against …
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
Identity Attack0.3908055
Insult0.2679134
Profanity0.047173142
Threat0.017674083
Severe Toxicity0.012703998
Moderate 0.37751234 Moderate Con 0.304
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It seems the only answer to any opinion now is "you're racist". I have made simple observations with that attack.
It seems the only answer to any opinion now is "you're racist". I have made simple observations with that attack.
Identity Attack0.17847598
Insult0.36798462
Profanity0.052183274
Threat0.011068452
Severe Toxicity0.011672974
Moderate 0.37751234 Moderate Con 0.449 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
" They're real racist towards African-Americans."
" They're real racist towards African-Americans."
Identity Attack0.44690517
Insult0.24928534
Profanity0.096805766
Threat0.01086132
Severe Toxicity0.015221698
Moderate 0.37751234 Low Con 0.279 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
4:52 but there racist against whites ?
4:52 but there racist against whites ?
Identity Attack0.41222036
Insult0.11464815
Profanity0.12374964
Threat0.018192071
Severe Toxicity0.016706496
Moderate 0.37751234 Low Con 0.255 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN …
oh wow........ (as someone who grew up in Vancouver...... aka "HongCouver" ......... you gotta come visit HONG-COUVER some day and do a video on how chinese are taking over the greater Vancouver area, NOT EVEN JUST VANCOUVER CITY....... ITS EVERY SINGLE CITY within a 1-2 hour drive outside of Vancouver City................. THEY LITERALLY ARE TAKING OVER....... and I am NOTTT a racist person........ but man..... its not the same vancouver that I grew up in I tell you that, MY SON IS ONE OF ONLY 6 WHITE KIDS IN HIS ENTIRE SCHOOL (a elementary school of 400-450 kids BY THE WAY)...................... since grade 1 (he is now in grade 3) ........ HE HAS BEEN THE ONLY WHITE KID IN HIS CLASS SINCE HE STARTED GOING TO SCHOOL THERE................. AND AGAIN!!!!!!!!! NOTHING WRONG WITH CHINESE OR ASIAN PEOPLE................. I JUST CAN NOT HELP BUT WONDER THAT 15-30 YEARS FROM NOW............. IS THERE GOING TO BE ANYYYYY WHITE PEOPLE LEFT HERE????????? MY THOUGHTS ARE NO........ WHITE PEOPLE WILL BE LESS THEN 5%
Identity Attack0.38185352
Insult0.25800487
Profanity0.0887236
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.606 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
He's just as racist as the next guy? He's honest unlike most.
He's just as racist as the next guy? He's honest unlike most.
Identity Attack0.22261032
Insult0.36798462
Profanity0.06596114
Threat0.0079873605
Severe Toxicity0.011138916
Moderate 0.37751234 Moderate Con 0.371 Meta_Commentary
Jan 27, 2026 19 likes Inside Canada's Indian Invasion...
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Lol. "Im as racist as the next guy" Bro confused Africa with India.
Identity Attack0.38699543
Insult0.24928534
Profanity0.09324962
Threat0.011922873
Severe Toxicity0.01935331
Moderate 0.37751234 Low Con 0.212 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro used to be funny, now he's just openly racist
Bro used to be funny, now he's just openly racist
Identity Attack0.31015682
Insult0.2838064
Profanity0.14049543
Threat0.009256045
Severe Toxicity0.016512826
Moderate 0.37751234 Low Con 0.286 Meta_Commentary
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking …
This is a racist video, any immigrant working towards creating a better place for themselves is not a problem, they could have just went on welfare and you would be complaining about that. Stop looking at others and being player haters, those complaining are people who had a few hundred years head start and renting from these people now and are ashamed of themselves.
Identity Attack0.2869935
Insult0.26957804
Profanity0.082581155
Threat0.009359611
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.442 Moral_Argument
Nov 12, 2025 Inside Canada's Indian Metropolis (Brampton)
INDIA NEED A ONE CHILD POLICY!!! can’t say it’s racist the Chinese did it to help curb world population. They helped the world!
INDIA NEED A ONE CHILD POLICY!!! can’t say it’s racist the Chinese did it to help curb world population. They helped the world!
Identity Attack0.3817989
Insult0.17361937
Profanity0.08710717
Threat0.025961896
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.397 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Title is racist u r very biased
Title is racist u r very biased
Identity Attack0.10699738
Insult0.28586254
Profanity0.12035047
Threat0.008867673
Severe Toxicity0.016254602
Moderate 0.37751234 Low Con 0.186 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Why did you primarily find racists to interview lmao
Why did you primarily find racists to interview lmao
Identity Attack0.2028587
Insult0.21836096
Profanity0.18049006
Threat0.0091524795
Severe Toxicity0.021031776
Moderate 0.37751234 Low Con 0.209 Meta_Commentary
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just …
This video sounds very racist, I grew up here since 1989. The video is a bit extreme, but there is definitely a lack of assimilation. But the same goes for the native communities, we just put them in the middle of nowhere and killed their kids in schools centuries ago. Canadians let them get addicted to drugs and let their communities crumble. Now when a community shows up with a harder WORK ETHIC than the locals, THERE IS A PROBLEM???? Its called Getting on the GRIND. But @6:40 Not all the Kids... but a good portion are TAKING AWAY OUR IDENTITY. I work with some amazing humble guys from India... but the same does not go for the rest.
Identity Attack0.27701542
Insult0.30797598
Profanity0.06395709
Threat0.12536226
Severe Toxicity0.02296847
Moderate 0.37751234 Constructive 0.718 Personal_Narrative
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
If anyone ever calls Tyler racist, I will play @4:53 so they realize what racism is. lol
If anyone ever calls Tyler racist, I will play @4:53 so they realize what racism is. lol
Identity Attack0.2774022
Insult0.2469859
Profanity0.13961408
Threat0.019055385
Severe Toxicity0.01896597
Moderate 0.37751234 Low Con 0.261 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Another utterly racist hit piece. All cultures change over time, deal with it
Another utterly racist hit piece. All cultures change over time, deal with it
Identity Attack0.2772088
Insult0.3388922
Profanity0.072882555
Threat0.0097738765
Severe Toxicity0.014253352
Moderate 0.37751234 Low Con 0.194 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and …
Honestly, if yt Canadians weren't so racist, Indians would'nt have had the opportunity to take over. But as soon as they see Indians or other non whites moving into the neighborhood, they pick up and leave. This created space for the Indians to come in and occupy. Now, the Indians have bought up all the businesses and houses from where the yts have flee. Now the yt people see the Indians thriving and giving jobs to their own kind, discriminating just like the yt people do, and this makes the yt people upset. Two very arrogant, egotistical, and entitled kinds of people.
Identity Attack0.44690517
Insult0.27969417
Profanity0.08064143
Threat0.011120236
Severe Toxicity0.017158391
Moderate 0.37751234 Constructive 0.542 Identity_Assertion
Aug 29, 2025 1 likes Why Canadians Are Turning Against …

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.