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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

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Active: Tox: 0.5 – 1 4,704 comments · Page 158 of 189
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.06646215
Threat0.007624879
Severe Toxicity0.01935331
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Pay no taxes really , like white Canadians are the one who are lazy , do no work pay no taxes live on government money which is our taxes paid !!!
Pay no taxes really , like white Canadians are the one who are lazy , do no work pay no taxes live on government money which is our taxes paid !!!
Identity Attack0.55044734
Insult0.5129801
Profanity0.070942834
Threat0.009178371
Severe Toxicity0.023076924
Moderate 0.53579444 Low Con 0.241 Identity Attack Insult
Oct 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their …
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their own culture, religion & language. History is repeating itself....this time for good. @ 2:11 "the country which they (immigrants) comes from is a shit hole", yes the same way EU & UK were a shit hole for when the colonizers from EU & UK arrived in Canada, US, Latin America they bought with them lots of viral diseases and infections. Whole of pre industrial EU & UK was very much a shit hole. @ 8:55 "they live naked", well I guess this Polish man is trying to be like them. Anybody not paying taxes, creating ruckus of any kind, stealing form anywhere, not following the rules of the state should be prosecuted irrespective of their nationality, religion, race, gender, color, ethnicity, etc.
Identity Attack0.5135796
Insult0.5130944
Profanity0.44613865
Threat0.12536226
Severe Toxicity0.16960317
Moderate 0.53579444 Moderate Con 0.49 Identity Attack Insult Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Diab is Lebanese first, Canadian second. She is a good example of a fools cabinet, DEI hire. Get the liberals out, fast
Identity Attack0.17536941
Insult0.6099415
Profanity0.12639372
Threat0.011741633
Severe Toxicity0.017674843
Moderate 0.53579444 Low Con 0.107 Insult Identity_Assertion
Mar 3, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.06646215
Threat0.007624879
Severe Toxicity0.01935331
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Tyler can only do so many ballsy things for content until he finally meets the find out end of fucking around. I honestly mean that. His work is important but if he keeps trying to …
Tyler can only do so many ballsy things for content until he finally meets the find out end of fucking around. I honestly mean that. His work is important but if he keeps trying to outdo himself, the odds of something catastrophic happening can only increase.
Identity Attack0.01666154
Insult0.24928534
Profanity0.64657205
Threat0.0138755
Severe Toxicity0.02453801
Moderate 0.53579444 Moderate Con 0.418 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
you people f33ked you're country ,up just like England.
you people f33ked you're country ,up just like England.
Identity Attack0.41052565
Insult0.43296707
Profanity0.5013569
Threat0.013321015
Severe Toxicity0.22513679
Moderate 0.53579444 Low Con 0.204
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I find it crazy that all the left liberals are coming into this comment section calling white people in Canada racist, and that they should just sit back and take it. Like wtf is your …
I find it crazy that all the left liberals are coming into this comment section calling white people in Canada racist, and that they should just sit back and take it. Like wtf is your mental process? Im genuinely curious
Identity Attack0.44690517
Insult0.4962726
Profanity0.42990944
Threat0.011042561
Severe Toxicity0.02444411
Moderate 0.53579444 Moderate Con 0.418 Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Buddy on the bike is a horrible human being. Brutally honest in expressing his views, but a horrible person fr. But, he admitted to being hella racist, so at at least he’s self aware.
Buddy on the bike is a horrible human being. Brutally honest in expressing his views, but a horrible person fr. But, he admitted to being hella racist, so at at least he’s self aware.
Identity Attack0.14661247
Insult0.6051471
Profanity0.20483992
Threat0.011430934
Severe Toxicity0.023076924
Moderate 0.53579444 Moderate Con 0.471 Insult Meta_Commentary
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Mark Carney is systematically destroying our economy and bankrupting Canada. He is doing it for Enrichment of himself and his Globalist Billionaire Buddies. This evil little traitor must be imprisoned for fraud ASAP.
Mark Carney is systematically destroying our economy and bankrupting Canada. He is doing it for Enrichment of himself and his Globalist Billionaire Buddies. This evil little traitor must be imprisoned for fraud ASAP.
Identity Attack0.027413858
Insult0.6099415
Profanity0.07999486
Threat0.13633445
Severe Toxicity0.019611536
Moderate 0.53579444 Low Con 0.238 Insult
Sep 30, 2025 1 likes IRCC Names India in Study …
cbc / liberal propaganda trying to justify taxpayers flipping the bill for liberal infestation to garner votes. illegal immigrant are not immigrants. LOL re pay, that's funny. Great to see Ontario & Quebec rejecting the …
cbc / liberal propaganda trying to justify taxpayers flipping the bill for liberal infestation to garner votes. illegal immigrant are not immigrants. LOL re pay, that's funny. Great to see Ontario & Quebec rejecting the liberals / globalist / socialists in 2018. Vote the leftist rats out 2019.
Identity Attack0.3958119
Insult0.5739874
Profanity0.16078159
Threat0.011767523
Severe Toxicity0.023076924
Moderate 0.53579444 Low Con 0.242 Insult
Oct 5, 2018 1 likes How much do refugees and …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Moderate Con 0.301 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Low Con 0.296 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
LIAR!
LIAR!
Identity Attack0.010507392
Insult0.61794597
Profanity0.16171204
Threat0.0097738765
Severe Toxicity0.019998873
Moderate 0.53579444 Low Con 0.288 Insult
Jan 7, 2018 1 likes How much do refugees and …
Only let them in with an american paid and supervised Vasectomy!!! They screwed themselves off they're own Continent!, same with the Chynese!!! 🇺🇸🇺🇸🇺🇸
Only let them in with an american paid and supervised Vasectomy!!! They screwed themselves off they're own Continent!, same with the Chynese!!! 🇺🇸🇺🇸🇺🇸
Identity Attack0.50125694
Insult0.4718924
Profanity0.37923992
Threat0.085497424
Severe Toxicity0.16960317
Moderate 0.53579444 Low Con 0.252 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend …
My cousin came to canada under a 1 year work visa,, shes white french woman.. Speaks 5 languages, has 3 degrees, ran a business in France.. she landed here 1 years ago,, had to spend 400$ to prove she speaks ENGLISH, (she speaks it fluently),, she paid taxes the moment she landed and got a job, bought a car, a small apartment. Everything Canadian,, not like these degenerate scum sucking immigrants. Had to spend another 500$ to extend her visa for another year.. Everything was going well. Until these worthless liberal cockroaches knocks on her door and told her she has 1 month to leave, because shes taking a JOB away from a CANADIAN!!!.. Are you fuckin kidding me.. These worthless ungrateful, self serving pakis, indies and chinese and who knows what else we let in, are getting subsidies to work at tim hortons,, Walmart,, canadaian tires.. Meanwhile our real Canadian kids can't get summer jobs or part times,, because of these worthless immigrants. Shes corporate, she doesn't take small coffee serving jobs..
Identity Attack0.5135796
Insult0.5543018
Profanity0.36230123
Threat0.012699619
Severe Toxicity0.16960317
Moderate 0.53579444 Moderate Con 0.484 Identity Attack Insult Personal_Narrative
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
The only losers are the native (The True Canadians) who lost their native land and now those "immigrants" are having problems with other "immigrants".
Identity Attack0.46028158
Insult0.5678696
Profanity0.066963166
Threat0.0076766624
Severe Toxicity0.019740647
Moderate 0.53579444 Moderate Con 0.301 Insult
Nov 22, 2025 Quebec Ends Economic Immigration Program …
That giant ugly statue of a pagan god in my country makes me physically ill 😒
That giant ugly statue of a pagan god in my country makes me physically ill 😒
Identity Attack0.40255263
Insult0.4196762
Profanity0.33453682
Threat0.05171447
Severe Toxicity0.05473421
Moderate 0.53579444 Moderate Con 0.302 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short …
The Truth is: "PEOPLE ARE HYPOCRITE". People have double standards. People live in cognitive dissonance. "I came from Portugal or Poland but I don't like the new immigrants" isn't this funny. Canada has a short history, it was founded a couple of centuries ago, in that sense, every Canadian was an immigrant at some point. For them, the white people, the problem is not immigration, but the brown people. "We hindus don't say Christianity or islam is bad" liar......here in india majority of hindus hate muslims to their core, hindus don't like sikhs, they dont like Christians, hindus don't even like fellow hindus, that are so-called lower caste. And here in punjab some portion of punjabis are furious about the migration of workers, labourers that come from UP & Bihar provinces. In their mind, the migration is an existential threat to the punjabi identity and community. But those hypocrites don't think like that when they move to abroad.
Identity Attack0.46028158
Insult0.56997263
Profanity0.1067334
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.53579444 Constructive 0.545 Insult
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
"I really don't give a sh** anymore"....man i feel that here in the US with everything
"I really don't give a sh** anymore"....man i feel that here in the US with everything
Identity Attack0.048995655
Insult0.3388922
Profanity0.596623
Threat0.009204263
Severe Toxicity0.024350211
Moderate 0.53579444 Moderate Con 0.415
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing this country…it’s a shame, such evil crawling around. The goal for all these immigrants is to take control of all the countries they migrated to…enough is enough!!!🛑
Identity Attack0.5039629
Insult0.5015486
Profanity0.0913099
Threat0.15434735
Severe Toxicity0.024678862
Moderate 0.53579444 Moderate Con 0.323 Identity Attack Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
send them all home. then restart the program when you people give a shit about Canadian security. all should be fired at the IRCC.
send them all home. then restart the program when you people give a shit about Canadian security. all should be fired at the IRCC.
Identity Attack0.10221587
Insult0.4378843
Profanity0.44431314
Threat0.2606104
Severe Toxicity0.023974609
Moderate 0.53579444 Low Con 0.184
Nov 7, 2025 IRCC Names India in Study …
Liberals are criminals. This ,government people, must be arrested immediately, for TREASON. Period.
Liberals are criminals. This ,government people, must be arrested immediately, for TREASON. Period.
Identity Attack0.40158966
Insult0.5543018
Profanity0.15019037
Threat0.13815513
Severe Toxicity0.02373986
Moderate 0.53579444 Low Con 0.101 Insult
Oct 1, 2025 IRCC Names India in Study …
Drake Indian not black ... Indians think they're blacks 😂
Drake Indian not black ... Indians think they're blacks 😂
Identity Attack0.57150364
Insult0.37392882
Profanity0.2395431
Threat0.013113883
Severe Toxicity0.067522444
Moderate 0.53579444 Low Con 0.2 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I can't stand what the country has become; the immigrants of the last 10 years destroyed it. Can't stand the indians
I can't stand what the country has become; the immigrants of the last 10 years destroyed it. Can't stand the indians
Identity Attack0.6007182
Insult0.36798462
Profanity0.21564959
Threat0.063999176
Severe Toxicity0.06101104
Moderate 0.53579444 Moderate Con 0.404 Identity Attack Identity_Assertion
Jan 29, 2026 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.