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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: 0.5 – 1 4,704 comments · Page 152 of 189
Indian say India is 4 largest economy sarrr but we do not live in India trashy 💩
Indian say India is 4 largest economy sarrr but we do not live in India trashy 💩
Identity Attack0.5135796
Insult0.54471385
Profanity0.4001375
Threat0.13815513
Severe Toxicity0.3536391
Moderate 0.5532103 Low Con 0.144 Identity Attack Insult Identity_Assertion
Jan 28, 2026 4 likes Inside Canada's Indian Invasion...
Love how the liberals who vote for this just leave the area for the lower class right wing to deal with . Absolutely disgusting
Love how the liberals who vote for this just leave the area for the lower class right wing to deal with . Absolutely disgusting
Identity Attack0.16993292
Insult0.57566804
Profanity0.10797132
Threat0.008945347
Severe Toxicity0.015479924
Moderate 0.5532103 Low Con 0.245 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro go to islamic country not here in Canada… You came here in Canada just follow the rule of law here not canada follow you .. what heck
Bro go to islamic country not here in Canada… You came here in Canada just follow the rule of law here not canada follow you .. what heck
Identity Attack0.5051609
Insult0.4339631
Profanity0.37854016
Threat0.010783645
Severe Toxicity0.056527592
Moderate 0.5532103 Low Con 0.199 Identity Attack Identity_Assertion
Sep 3, 2025 Why Canadians Are Turning Against …
I think people with an AQ below 120 shouldn't be accepted as refugees; they ruin the country and its culture.
I think people with an AQ below 120 shouldn't be accepted as refugees; they ruin the country and its culture.
Identity Attack0.60238177
Insult0.43450394
Profanity0.17287734
Threat0.13228847
Severe Toxicity0.16960317
Moderate 0.5532103 Moderate Con 0.443 Identity Attack Fear_Threat
Feb 21, 2026 Inside Canada's Indian Invasion...
Lol riding motorcyles and exempting them from helmets makes me fucking laugh, cause that fabric is gonna save your head from the pavement.
Lol riding motorcyles and exempting them from helmets makes me fucking laugh, cause that fabric is gonna save your head from the pavement.
Identity Attack0.017867407
Insult0.25404143
Profanity0.6242122
Threat0.030278467
Severe Toxicity0.052940834
Moderate 0.5532103 Low Con 0.216
Sep 18, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
This guy is racist why doesnt he goes yo hillbilly areas and talk about white people
This guy is racist why doesnt he goes yo hillbilly areas and talk about white people
Identity Attack0.5124616
Insult0.47020787
Profanity0.22602804
Threat0.012492486
Severe Toxicity0.02453801
Moderate 0.5532103 Low Con 0.208 Identity Attack Identity_Assertion
Mar 3, 2026 Inside Canada's Indian Invasion...
These people smells soo much armpits smell
These people smells soo much armpits smell
Identity Attack0.11047905
Insult0.5130944
Profanity0.28593817
Threat0.0097738765
Severe Toxicity0.024772761
Moderate 0.5532103 Moderate Con 0.32 Insult Unverified_Claim
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
Indian guy.......I don't feel any difference between India and Canada.....life is good for us in India....... why you came here, life is good in Canada.....WTF 😂😂😂😂😂
Indian guy.......I don't feel any difference between India and Canada.....life is good for us in India....... why you came here, life is good in Canada.....WTF 😂😂😂😂😂
Identity Attack0.46028158
Insult0.40189892
Profanity0.46460027
Threat0.009981008
Severe Toxicity0.08332442
Moderate 0.5532103 Moderate Con 0.456
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
This is all of canada now. Bring in 8 million of them in a decade with no place to put them, then play stupid and pretend there's no homeless crisis. Every cashier, taxi driver, delivery …
This is all of canada now. Bring in 8 million of them in a decade with no place to put them, then play stupid and pretend there's no homeless crisis. Every cashier, taxi driver, delivery driver, security guard, fast food place.....all been replaced with foreign workers. I can barely understand half of them, and constantly have to ask them to repeat themselves.
Identity Attack0.11047905
Insult0.6120431
Profanity0.17613389
Threat0.010110466
Severe Toxicity0.017093835
Moderate 0.5532103 Moderate Con 0.473 Insult
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Man Too resist 🤣 .. Canadian with 0% knowledge,how dum are they 😂
Man Too resist 🤣 .. Canadian with 0% knowledge,how dum are they 😂
Identity Attack0.46028158
Insult0.5678696
Profanity0.26280963
Threat0.00948907
Severe Toxicity0.023293832
Moderate 0.5532103 Low Con 0.151 Insult Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
A 3rd world Canada is so much better than that india cesspool so unfettered indians invasion omg
A 3rd world Canada is so much better than that india cesspool so unfettered indians invasion omg
Identity Attack0.5913144
Insult0.4718924
Profanity0.21997347
Threat0.038220957
Severe Toxicity0.16960317
Moderate 0.5532103 Low Con 0.184 Identity Attack Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
And tamils also😂 all the former tamil terrorists are currently in canada😂.canadians love terrorists
And tamils also😂 all the former tamil terrorists are currently in canada😂.canadians love terrorists
Identity Attack0.58354634
Insult0.46173862
Profanity0.13785136
Threat0.046541955
Severe Toxicity0.109661035
Moderate 0.5532103 Low Con 0.167 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is not indian people. People hate because indians don’t have civic sense. 1 they say phanchod anywhere in public which is vulgar behind. white people also know what it means. 2 throw garbage …
The problem is not indian people. People hate because indians don’t have civic sense. 1 they say phanchod anywhere in public which is vulgar behind. white people also know what it means. 2 throw garbage anywhere 3 noise pollution and smell of cooking 3 don’t know english illegal immigration. Don’t follow rules They do rallies which is blocking road in the name of god. Which is pathetic.
Identity Attack0.5135796
Insult0.5130944
Profanity0.4131548
Threat0.03787563
Severe Toxicity0.16960317
Moderate 0.5532103 Moderate Con 0.364 Identity Attack Insult
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
As a canadien i am sad at the amount of homeless canadiens canada wants to be inclusive so fuck the born and made in canada lets give houses and 5k a month for them too …
As a canadien i am sad at the amount of homeless canadiens canada wants to be inclusive so fuck the born and made in canada lets give houses and 5k a month for them too move here ...
Identity Attack0.3825363
Insult0.4196762
Profanity0.5188411
Threat0.019228047
Severe Toxicity0.12809667
Moderate 0.5532103 Moderate Con 0.455 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
yet the dancing boys of Afghanistan are sodommized little boys and then go to a mosque to pray for forgiveness please 😂 😂
yet the dancing boys of Afghanistan are sodommized little boys and then go to a mosque to pray for forgiveness please 😂 😂
Identity Attack0.5135796
Insult0.40243408
Profanity0.33453682
Threat0.063999176
Severe Toxicity0.18232453
Moderate 0.5532103 Low Con 0.166 Identity Attack
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
indian immigrants ruined Canada
indian immigrants ruined Canada
Identity Attack0.6458014
Insult0.36798462
Profanity0.22321637
Threat0.043309137
Severe Toxicity0.045767322
Moderate 0.5532103 Low Con 0.266 Identity Attack
Sep 27, 2025 1 likes IRCC Names India in Study …
NUKE Brampton. problem solve. kel em all.
NUKE Brampton. problem solve. kel em all.
Identity Attack0.11280017
Insult0.26957804
Profanity0.22602804
Threat0.62574995
Severe Toxicity0.35220072
Moderate 0.5532103 Low Con 0.258 Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Delete India from the map, and see how peaceful will be the world
Delete India from the map, and see how peaceful will be the world
Identity Attack0.5948528
Insult0.3126888
Profanity0.20262444
Threat0.5195707
Severe Toxicity0.35368225
Moderate 0.5532103 Low Con 0.139 Identity Attack Threat
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Its just the uneducated Indians and immigrants who come to Canada that are messing things up, my parents immigrated to Canada from Pakistan, both my parents are from well educated families. When they came to …
Its just the uneducated Indians and immigrants who come to Canada that are messing things up, my parents immigrated to Canada from Pakistan, both my parents are from well educated families. When they came to Canada my dad got a job as a engineer and my moms a house wife, they are well assimilated to the culture of Canada and speak good English, they still practice there religion but don't force it down peoples throats. These are the types of immigrants that Canada needs not uneducated rats who don't know how to respect the people and country that welcomed them in the first place.
Identity Attack0.55044734
Insult0.5678696
Profanity0.2268346
Threat0.015429466
Severe Toxicity0.067522444
Moderate 0.5532103 Constructive 0.657 Identity Attack Insult Personal_Narrative
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
>these indians dont work! >they only work for cash! which is it buddy
>these indians dont work! >they only work for cash! which is it buddy
Identity Attack0.58743036
Insult0.37846634
Profanity0.21673056
Threat0.020436687
Severe Toxicity0.16960317
Moderate 0.5532103 Low Con 0.223 Identity Attack Humor_Satire
Nov 6, 2025 Inside Canada's Indian Metropolis (Brampton)
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
Identity Attack0.36702603
Insult0.46173862
Profanity0.24631839
Threat0.5507274
Severe Toxicity0.18232453
Moderate 0.5532103 Low Con 0.119 Threat Fear_Threat
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
Last warning to the Anglo-Saxons: your days are counted. The Anglosphere and the Commonwealth as you knew it is totally doomed. Start learning other languages and emigrate to nations where your daughters won't be targeted …
Last warning to the Anglo-Saxons: your days are counted. The Anglosphere and the Commonwealth as you knew it is totally doomed. Start learning other languages and emigrate to nations where your daughters won't be targeted by the "cow-dung-bobs-and-vagene" folks. They're nasty, but they're too lazy to learn Spanish, Portuguese, Korean, etc.
Identity Attack0.48915586
Insult0.5130944
Profanity0.39409557
Threat0.043309137
Severe Toxicity0.16960317
Moderate 0.5532103 Low Con 0.254 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
wtf is happening to the world right now? Europe is screwed and almost invaded, Canada too. This is what happens when liberals have rights and a voice
wtf is happening to the world right now? Europe is screwed and almost invaded, Canada too. This is what happens when liberals have rights and a voice
Identity Attack0.2839175
Insult0.42743355
Profanity0.5249258
Threat0.011275585
Severe Toxicity0.059217658
Moderate 0.5532103 Low Con 0.278 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Them dirty scammers are invading everywhere. The uk is a joke with how many they have let in
Identity Attack0.32476485
Insult0.5723624
Profanity0.2659699
Threat0.01119791
Severe Toxicity0.023076924
Moderate 0.5532103 Low Con 0.218 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
guess what I am racist now white fn power
guess what I am racist now white fn power
Identity Attack0.55044734
Insult0.34548226
Profanity0.29168049
Threat0.065292306
Severe Toxicity0.1597006
Moderate 0.5532103 Moderate Con 0.306 Identity Attack
Aug 25, 2025 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.