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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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Active: "Just kicking the can down …" 157 comments · Page 2 of 7
Kick these rats out!!!!
Kick these rats out!!!!
Identity Attack0.09245483
Insult0.5678696
Profanity0.29456177
Threat0.54744303
Severe Toxicity0.18232453
Moderate 0.63782936 Low Con 0.182 Insult Threat Call_To_Action
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Kick Muslims out than we r in surplus
Kick Muslims out than we r in surplus
Identity Attack0.6649212
Insult0.37733194
Profanity0.2761231
Threat0.556283
Severe Toxicity0.4379392
Moderate 0.6342749 Low Con 0.19 Identity Attack Threat
Sep 11, 2025 Why Canadians Are Turning Against …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to …
It’s easy, liberal government who is following a global agenda to create chaos and anarchy in many countries and what Trump is doing needs to be done. Fix immigration laws, everyone must be adding to the country with skills that get let in. We need to deport everyone that isn’t providing any real value. Reverse this shit, religious extremism, put them back in their own countries, they act like animals and barbarians kick them out. It’s simple but the idiot boomers because their lives are set think that the world is rainbows and unicorns so they voted liberal.
Identity Attack0.40351558
Insult0.6370372
Profanity0.46460027
Threat0.12996206
Severe Toxicity0.14389864
Moderate 0.62136006 Moderate Con 0.307 Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
Indians only hire Indians. Kick them out.
Indians only hire Indians. Kick them out.
Identity Attack0.60238177
Insult0.36193377
Profanity0.2687007
Threat0.54744303
Severe Toxicity0.23226175
Moderate 0.60254884 Low Con 0.121 Identity Attack Threat
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro Becareful with indian people. The majority are full of drama, scammer and fraud, dirty smell body Nasty, and also thier english accent is very annoying to hear sorry to say. The whole world now …
Bro Becareful with indian people. The majority are full of drama, scammer and fraud, dirty smell body Nasty, and also thier english accent is very annoying to hear sorry to say. The whole world now know whats going on in their drama. Many of them now kick them out, before getting so late. They are really very dangerous.
Identity Attack0.55044734
Insult0.5678696
Profanity0.357228
Threat0.17964768
Severe Toxicity0.20067264
Moderate 0.5885171 Constructive 0.511 Identity Attack Insult Unverified_Claim
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson …
Indians are idols worshipers ind they bring their idols to Canada and the blessings of Canada land is corrupted by their idols Chadians are too fools to figure out this most East Indians no soluson look at them in their eyes 👀 they only after money and too greedy people go look at the history most world countries kicked them out from their country weak up Canada 🇨🇦 it’s almost to late know I will feel it soon already 😮
Identity Attack0.55044734
Insult0.6099415
Profanity0.18663849
Threat0.0347677
Severe Toxicity0.052044146
Moderate 0.5885171 Low Con 0.298 Identity Attack Insult Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Canada MP’s are Hindu Indians, UK MP’s are Pakistan and Bangladesh are distroying Christian countries, kick out Hindu people from Christian countries only solution.✍🏻😎🇮🇱🇺🇸🇬🇧
Canada MP’s are Hindu Indians, UK MP’s are Pakistan and Bangladesh are distroying Christian countries, kick out Hindu people from Christian countries only solution.✍🏻😎🇮🇱🇺🇸🇬🇧
Identity Attack0.6458014
Insult0.5130944
Profanity0.2661081
Threat0.5195707
Severe Toxicity0.45895407
Moderate 0.5885171 Moderate Con 0.339 Identity Attack Insult Threat Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
lets see if Mark Carney has the balls to kick them out of the country when their time is up
lets see if Mark Carney has the balls to kick them out of the country when their time is up
Identity Attack0.10221587
Insult0.40243408
Profanity0.44366163
Threat0.49483058
Severe Toxicity0.05025077
Moderate 0.5885171 Low Con 0.178
Jan 15, 2026 44 likes 2.9 million Canadian temporary visas …
Fun how Canada if against these fraudes 79k person But when Lebanon decided to kick the 2.5Millions Syrians in Lebanon 4.5 M lebanese who. Has no papers only 300k have legal papers no rights and …
Fun how Canada if against these fraudes 79k person But when Lebanon decided to kick the 2.5Millions Syrians in Lebanon 4.5 M lebanese who. Has no papers only 300k have legal papers no rights and even confirmed by the UNHCR , and that we have no data for their criminal record and they create lot of crimes and when its in their advantage all one them goes for holidays in Syria " while its supposed to be dangerous" Canada opposed on returning them . Hahah stupid government I think I will support these fraudulent indian lol * nah I dont support them * but you need to be fair , you dont wanna take those Syrians no country wanted them and you dont want Lebanon to return them
Identity Attack0.32476485
Insult0.6308392
Profanity0.22562476
Threat0.0824309
Severe Toxicity0.023076924
Moderate 0.5885171 Constructive 0.55 Insult
Sep 29, 2025 IRCC Names India in Study …
Indians overwhelming Canada with fake diplomas and IDs. Kick them out.
Indians overwhelming Canada with fake diplomas and IDs. Kick them out.
Identity Attack0.5913144
Insult0.40243408
Profanity0.17101645
Threat0.53875744
Severe Toxicity0.16960317
Moderate 0.5779532 Low Con 0.116 Identity Attack Threat Unverified_Claim
Feb 12, 2026 1 likes Canada's tighter immigration policy divides …
I wish i had the power to kick all of them pretty much I wish i wish
I wish i had the power to kick all of them pretty much I wish i wish
Identity Attack0.099072486
Insult0.113185234
Profanity0.2661772
Threat0.6615786
Severe Toxicity0.17009245
Moderate 0.57271194 Moderate Con 0.345 Threat
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Attention all Muslims - THIS IS HOW YOU REACT TO CRITICISM!!! So you don't look like a Group than needs to get kicked out ASAP
Attention all Muslims - THIS IS HOW YOU REACT TO CRITICISM!!! So you don't look like a Group than needs to get kicked out ASAP
Identity Attack0.56445944
Insult0.36798462
Profanity0.22429734
Threat0.44942492
Severe Toxicity0.16960317
Moderate 0.57271194 Low Con 0.205 Identity Attack Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
40k+ international students dumped into the Cambridge/Guelph area in 1 year alone.. Wtf did they think would happen. The libs need a swift kick in the head for what they've done to Canada. 🤡🤡🤡 😡🤬
40k+ international students dumped into the Cambridge/Guelph area in 1 year alone.. Wtf did they think would happen. The libs need a swift kick in the head for what they've done to Canada. 🤡🤡🤡 😡🤬
Identity Attack0.12440576
Insult0.39743927
Profanity0.39409557
Threat0.56065804
Severe Toxicity0.16960317
Moderate 0.5721988 Moderate Con 0.351 Threat
Sep 10, 2025 Why Canadians Are Turning Against …
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
You guys have spoiled your country by letting in sicks(sikhs) and punjabis. Hope someday you have courage to kick them out
Identity Attack0.56445944
Insult0.48313886
Profanity0.26802593
Threat0.52199906
Severe Toxicity0.34954423
Moderate 0.568186 Low Con 0.226 Identity Attack Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Kick em out.
Kick em out.
Identity Attack0.0060161636
Insult0.0074447603
Profanity0.0006780421
Threat0.54230976
Severe Toxicity0.00017449773
Moderate 0.5647951 Threat
Jun 26, 2025 1 likes
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in …
As an Indian who lives in India and has no plans to move abroad, I hate to see Indians turn other countries into sht holes. You should start kicking them out, especially if they're in illegally or is overstaying their visit.
Identity Attack0.55803186
Insult0.47020787
Profanity0.5013569
Threat0.3297989
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.579 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Well keep crying 😂. Mauritian in the US here. Kick us out if you can. Why waste so much energy on a thing that you know won’t change sh!t? We are here, we will be …
Well keep crying 😂. Mauritian in the US here. Kick us out if you can. Why waste so much energy on a thing that you know won’t change sh!t? We are here, we will be here forever. Just get rolling with it.
Identity Attack0.30256465
Insult0.42881694
Profanity0.5188411
Threat0.13178273
Severe Toxicity0.06101104
Moderate 0.5566829 Moderate Con 0.354 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave …
As a indian🇮🇳 ....if u feel disgusted mainly canadians why u r voting ndp....and after electing your own party ...tell them to kick...btw i dont think they are illegal immigrants...they went there legally..and they behave nothing like immigrants of Europe ....yes indians are dirty...but i think that tax paying blame is actually false..indian do pay taxes...
Identity Attack0.5707127
Insult0.5130944
Profanity0.22429734
Threat0.34804323
Severe Toxicity0.14126498
Moderate 0.5532103 Constructive 0.668 Identity Attack Insult Personal_Narrative
Dec 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Dear CBSA. Just do exactly the ICE is doing down there and we are good. Kick them all
Identity Attack0.07177465
Insult0.15414265
Profanity0.18417911
Threat0.6094174
Severe Toxicity0.13863131
Moderate 0.52007306 Moderate Con 0.312 Threat Call_To_Action
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Have to start by kicking, politicians, gready corporate bums and all immigrants, out of Canada, learn Canadian English before you start spouting off, especially if you're an immigrant yourself
Have to start by kicking, politicians, gready corporate bums and all immigrants, out of Canada, learn Canadian English before you start spouting off, especially if you're an immigrant yourself
Identity Attack0.48990932
Insult0.4534306
Profanity0.26586622
Threat0.52092457
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.182 Threat Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
I get just under $1,800. A month pension & these lowlife imigrants get that in a week, ALL COMMUNIST LIBERALS FAULT, KICK OUT LOWLIFE LIBERALS & MIGRANTS
I get just under $1,800. A month pension & these lowlife imigrants get that in a week, ALL COMMUNIST LIBERALS FAULT, KICK OUT LOWLIFE LIBERALS & MIGRANTS
Identity Attack0.50588524
Insult0.46774593
Profanity0.12639372
Threat0.44185185
Severe Toxicity0.16960317
Moderate 0.51980776 Low Con 0.298 Identity Attack
Sep 9, 2025 Why Canadians Are Turning Against …
The USB is going after fraudulent students from India, they apply fr refiugee status even though there';s no war in india, fake grades, etc and any country that cracks down they just swarm into other …
The USB is going after fraudulent students from India, they apply fr refiugee status even though there';s no war in india, fake grades, etc and any country that cracks down they just swarm into other countries like the UK/Australia. no one here has the balls to go after these fraudsters and kick them out
Identity Attack0.39334553
Insult0.5130944
Profanity0.39409557
Threat0.43007585
Severe Toxicity0.07805709
Moderate 0.51980776 Moderate Con 0.395 Insult
Sep 29, 2025 IRCC Names India in Study …
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada …
I’m an Indian and even I feel that Canada is losing it all , it’s a white country who build it up . Just kick the immigrants who don’t respect white culture cauz it’s Canada not India .
Identity Attack0.57957685
Insult0.32211447
Profanity0.22105443
Threat0.5251682
Severe Toxicity0.16960317
Moderate 0.51869136 Moderate Con 0.494 Identity Attack Threat Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Yes please end the sponsorship immigrants and all other immigrants coming in and kick the frauds out and the illegals and insyilam seekers KICK THEM OUT
Yes please end the sponsorship immigrants and all other immigrants coming in and kick the frauds out and the illegals and insyilam seekers KICK THEM OUT
Identity Attack0.54996765
Insult0.36798462
Profanity0.15195307
Threat0.5195707
Severe Toxicity0.16960317
Moderate 0.51869136 Low Con 0.269 Identity Attack Threat Call_To_Action
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Why don't they kick these scammers out of their country. Its being ruined
Why don't they kick these scammers out of their country. Its being ruined
Identity Attack0.29951343
Insult0.48627716
Profanity0.22673377
Threat0.52038735
Severe Toxicity0.070156105
Moderate 0.51869136 Low Con 0.227 Threat Call_To_Action
Jan 27, 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.