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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

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.

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Active: Tox: 0.7 – 1 1,756 comments · Page 62 of 71
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
oh hell yeah, here we fucken go 😂😂
oh hell yeah, here we fucken go 😂😂
Identity Attack0.01565665
Insult0.18728738
Profanity0.8186401
Threat0.012492486
Severe Toxicity0.18232453
Toxic 0.73663366 Moderate Con 0.305 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the …
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the system. The guy in bicycle has no clue about India. What nonsense rape is in their culture, rubbish crap video.
Identity Attack0.55044734
Insult0.5739874
Profanity0.5188411
Threat0.17964768
Severe Toxicity0.34962174
Toxic 0.73663366 Low Con 0.294 Identity Attack Insult Policy_Critique
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
@pwila blocked me 🖕🏻🖕🏻 I brutallyfuck and grep pwila and his mom open her sareey then tearHer vagnee then open pwila grep his brownhole then hos intestines churnOut😂
@pwila blocked me 🖕🏻🖕🏻 I brutallyfuck and grep pwila and his mom open her sareey then tearHer vagnee then open pwila grep his brownhole then hos intestines churnOut😂
Identity Attack0.2831485
Insult0.5208188
Profanity0.6528205
Threat0.4738685
Severe Toxicity0.61260825
Toxic 0.73663366 Moderate Con 0.332 Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
They’re screwing over your whole country and you can’t do shit about it. What a joke of a democracy.
They’re screwing over your whole country and you can’t do shit about it. What a joke of a democracy.
Identity Attack0.11396073
Insult0.48484445
Profanity0.70864636
Threat0.010757755
Severe Toxicity0.16960317
Toxic 0.73663366 Low Con 0.225 Fear_Threat
Feb 6, 2026 48 likes Inside Canada's Indian Invasion...
Ontarians spent decades crying about Quebec trying to keep their culture and language alive, saying they should be forced to integrate into broader Canadian Culture. And then they decide to just become India and China. …
Ontarians spent decades crying about Quebec trying to keep their culture and language alive, saying they should be forced to integrate into broader Canadian Culture. And then they decide to just become India and China. Very cool, Ontario. Glad Quebecois never listened to you self destructive idiots.
Identity Attack0.28034934
Insult0.7762574
Profanity0.26641908
Threat0.0130621
Severe Toxicity0.02378681
Toxic 0.73663366 Low Con 0.291 Insult Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
You racist prick Be happy that they contribute to the economy. Something to thunk about for you. Unlike europe refugees Who live on social benefits and don’t contribute to the economy. And be happy they …
You racist prick Be happy that they contribute to the economy. Something to thunk about for you. Unlike europe refugees Who live on social benefits and don’t contribute to the economy. And be happy they are not the religion you don’t want. They might be dirty but not religious fanatics.
Identity Attack0.5135796
Insult0.71120167
Profanity0.46460027
Threat0.013579931
Severe Toxicity0.30763787
Toxic 0.73663366 Low Con 0.261 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
No wonder immigration is completely out of control and bringing in horrible people when you have such an enormous dumbass in charge
No wonder immigration is completely out of control and bringing in horrible people when you have such an enormous dumbass in charge
Identity Attack0.42615733
Insult0.71120167
Profanity0.4862434
Threat0.011327368
Severe Toxicity0.16960317
Toxic 0.73663366 Low Con 0.158 Insult Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
GROSS and they will never change these bastids! They do the same in the UK!
GROSS and they will never change these bastids! They do the same in the UK!
Identity Attack0.28034934
Insult0.6407567
Profanity0.55356324
Threat0.023026628
Severe Toxicity0.23224801
Toxic 0.73663366 Moderate Con 0.321 Insult Fear_Threat
Feb 9, 2026 Inside Canada's Indian Invasion...
this is so stupid. did the british assimilate to native or french canadian culture when they came to Canada?
this is so stupid. did the british assimilate to native or french canadian culture when they came to Canada?
Identity Attack0.2877625
Insult0.68668073
Profanity0.36230123
Threat0.00780612
Severe Toxicity0.02416241
Toxic 0.73663366 Low Con 0.237 Insult Comparative_Framing
Mar 2, 2026 Inside Canada's Indian Invasion...
White Canadians collapsing their own country. F'en pathetic!
White Canadians collapsing their own country. F'en pathetic!
Identity Attack0.6007182
Insult0.6831271
Profanity0.22562476
Threat0.010239923
Severe Toxicity0.05025077
Toxic 0.73663366 Low Con 0.159 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
WoW educated and still stupid,just don't care about where tax dollars go,never run out ,a steady stream of funds,who cares when it's never ending,these people need be fired now!
WoW educated and still stupid,just don't care about where tax dollars go,never run out ,a steady stream of funds,who cares when it's never ending,these people need be fired now!
Identity Attack0.026007013
Insult0.7418356
Profanity0.2882351
Threat0.12382901
Severe Toxicity0.023076924
Toxic 0.73663366 Low Con 0.201 Insult
Sep 29, 2025 1 likes IRCC Names India in Study …
I hope they like freezing their butts off.
I hope they like freezing their butts off.
Identity Attack0.03223813
Insult0.33154017
Profanity0.596623
Threat0.05397744
Severe Toxicity0.1597006
Toxic 0.73663366 Moderate Con 0.356
Jan 27, 2026 Inside Canada's Indian Invasion...
😂 in 2026 we still have educated fools who think people from Africa are dumb. And you wonder why you are the poor yt trash left behind in the town
😂 in 2026 we still have educated fools who think people from Africa are dumb. And you wonder why you are the poor yt trash left behind in the town
Identity Attack0.4931391
Insult0.6677319
Profanity0.4193644
Threat0.021645326
Severe Toxicity0.23223256
Toxic 0.73663366 Low Con 0.177 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadas pretty good if youre a muslim or brown now 😂 sucks if youre an actual Canadian...
Canadas pretty good if youre a muslim or brown now 😂 sucks if youre an actual Canadian...
Identity Attack0.6637263
Insult0.5935568
Profanity0.541926
Threat0.01750142
Severe Toxicity0.34942797
Toxic 0.73663366 Low Con 0.294 Identity Attack Insult
Jun 19, 2025 7 likes How Canada broke its immigration …
I'm from Canada, we are clearly invaded and yet people wonder why houses are not affordable. People are so dumb
I'm from Canada, we are clearly invaded and yet people wonder why houses are not affordable. People are so dumb
Identity Attack0.36733335
Insult0.75027496
Profanity0.3366329
Threat0.009463178
Severe Toxicity0.023223408
Toxic 0.73663366 Moderate Con 0.442 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This is so disgusting. Its largely why we have to shut the border down with Canada. So many parasites.
This is so disgusting. Its largely why we have to shut the border down with Canada. So many parasites.
Identity Attack0.34000012
Insult0.72756535
Profanity0.22542313
Threat0.010809537
Severe Toxicity0.02416241
Toxic 0.73663366 Moderate Con 0.312 Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making …
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making hands over fists in India? California burger for one foreign white owned business. Yes sir,he's earning millions annually selling Mexican food in India. These poor Canadians, rural folk, don't travel, so they have no idea what they are talking about. Sadly.
Identity Attack0.4887047
Insult0.71551245
Profanity0.46222726
Threat0.01254427
Severe Toxicity0.16960317
Toxic 0.73663366 Constructive 0.559 Insult Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
get rid the muslims they are trouble he just said it
get rid the muslims they are trouble he just said it
Identity Attack0.7816553
Insult0.40243408
Profanity0.27747265
Threat0.52468014
Severe Toxicity0.35368225
Toxic 0.7308154 Low Con 0.184 Identity Attack Threat
Aug 26, 2025 Why Canadians Are Turning Against …
They have turned Canada into a pile of moral garbage.
They have turned Canada into a pile of moral garbage.
Identity Attack0.4508763
Insult0.7218519
Profanity0.2258264
Threat0.0070552654
Severe Toxicity0.02373986
Toxic 0.7308154 Low Con 0.176 Insult Moral_Argument
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
Why is no one talking about the 2nd part of the story? that shit was INTENSE!!
Why is no one talking about the 2nd part of the story? that shit was INTENSE!!
Identity Attack0.014048826
Insult0.26957804
Profanity0.7888968
Threat0.009618527
Severe Toxicity0.09649272
Toxic 0.7308154 Moderate Con 0.326 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Arab would have not pussied out
Arab would have not pussied out
Identity Attack0.55044734
Insult0.47384647
Profanity0.6643082
Threat0.018710058
Severe Toxicity0.2281948
Toxic 0.7308154 Low Con 0.163 Identity Attack Identity_Assertion
Feb 3, 2026 Inside Canada's Indian Invasion...
7:48 Isn't that obvious? Are you so dumb that someone had to tell you that for u to figure out lmao
7:48 Isn't that obvious? Are you so dumb that someone had to tell you that for u to figure out lmao
Identity Attack0.068465814
Insult0.6370372
Profanity0.41503602
Threat0.019055385
Severe Toxicity0.15706694
Toxic 0.7308154 Low Con 0.263 Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
That white trash Canadian is a treasure
That white trash Canadian is a treasure
Identity Attack0.6649212
Insult0.6500014
Profanity0.3290656
Threat0.009126588
Severe Toxicity0.18232453
Toxic 0.7308154 Low Con 0.242 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
THIS IS DISGUSTING, BOMB BRAMPTON OR SEND THEM ALL BACK AND BUILD A WALL AROUND IT
THIS IS DISGUSTING, BOMB BRAMPTON OR SEND THEM ALL BACK AND BUILD A WALL AROUND IT
Identity Attack0.23467018
Insult0.49151286
Profanity0.32965264
Threat0.65905607
Severe Toxicity0.35368225
Toxic 0.7308154 Low Con 0.168 Threat Fear_Threat
Sep 19, 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.