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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: "If your country is so …" 3,912 comments · Page 31 of 157
Terrible Canada Carney is a scam bag leader who is ruining my country with his imagination
Terrible Canada Carney is a scam bag leader who is ruining my country with his imagination
Identity Attack0.10221587
Insult0.5678696
Profanity0.15724123
Threat0.01086132
Severe Toxicity0.021419114
Moderate 0.50759226 Low Con 0.221 Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa …
listen to this descendant of lineage of evil, his direct lineage has been raping people centuries in Africa and he is deflecting here. The trace of his culture of rape is still visible in Africa in cities even countries e.g. Cape Verde the trace of his ancestor rape culture is visible there today. As far intelligence, I will leave him with the so called African homeless, that i am sure they out smart him in his town every day.
Identity Attack0.50515443
Insult0.47384647
Profanity0.2813443
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50759226 Low Con 0.265 Identity Attack Unverified_Claim
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
Identity Attack0.31015682
Insult0.42167732
Profanity0.45448917
Threat0.018882722
Severe Toxicity0.023505108
Moderate 0.50503236 Moderate Con 0.333 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Kick the refugees and immigrants out of Canada. We need to help our own citizens and country. Canada and the majority of its people are broke.
Kick the refugees and immigrants out of Canada. We need to help our own citizens and country. Canada and the majority of its people are broke.
Identity Attack0.5502601
Insult0.31740165
Profanity0.09292633
Threat0.5195707
Severe Toxicity0.14389864
Moderate 0.50503236 Low Con 0.292 Identity Attack Threat
Nov 20, 2025 Thousands of refugees allowed into …
I’m born to an Indian family…I’ve never been to india, and i dont plan on going there either. I wasn’t brought up the way i see these Indians are…. I cant stand them! I want …
I’m born to an Indian family…I’ve never been to india, and i dont plan on going there either. I wasn’t brought up the way i see these Indians are…. I cant stand them! I want them out of this country that i call home!!
Identity Attack0.5689151
Insult0.36537176
Profanity0.15635987
Threat0.08396416
Severe Toxicity0.11756202
Moderate 0.50503236 Moderate Con 0.455 Identity Attack Personal_Narrative
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Did the Candian people really vote to have their country turn into India/Africa/Asia? They should deport them all
Did the Candian people really vote to have their country turn into India/Africa/Asia? They should deport them all
Identity Attack0.57150364
Insult0.29855028
Profanity0.15283443
Threat0.16699752
Severe Toxicity0.03590374
Moderate 0.50503236 Low Con 0.2 Identity Attack
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, …
Immigration has to stop. Has to be zero, we have no jobs, no infrastructure, no homes, and terrible, and declining health care. Multiculturalism does not work, Multiculturalism is based on insatiable greed, multiculturalism destroys societies, we need mass deportation now. Muslims dont belong in western societies, Muslims should only live in muslim countries, there are 50 muslim countries, pick one. This is getting ridiculous, canada has lost its identity, these rotten politicians are not listening to Canadians.
Identity Attack0.53446084
Insult0.48228607
Profanity0.13168186
Threat0.039602257
Severe Toxicity0.02406851
Moderate 0.50503236 Moderate Con 0.343 Identity Attack Identity_Assertion
Jun 18, 2025 1 likes How Canada broke its immigration …
Trump is right about one thing and that is immigration. We destroyed our country through immigration. We can blame the liberals but Canadians are the ones that voted them in and we continue to vote …
Trump is right about one thing and that is immigration. We destroyed our country through immigration. We can blame the liberals but Canadians are the ones that voted them in and we continue to vote them in! These people didn't even land on our shores on dinghy like in some parts of the world. We welcomed them in with all these loopholes. It's truly disgusting.
Identity Attack0.3817989
Insult0.5270482
Profanity0.0741757
Threat0.011249693
Severe Toxicity0.01986976
Moderate 0.50503236 Constructive 0.59 Insult Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank god my country is too average to be invaded by indian
Thank god my country is too average to be invaded by indian
Identity Attack0.57150364
Insult0.26957804
Profanity0.19032755
Threat0.13532294
Severe Toxicity0.16960317
Moderate 0.50503236 Low Con 0.274 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada stopped being a first world country when Canada let the their world move and made their values Canadian values! Where you are permitted to go a beach did a hole shite into and just …
Canada stopped being a first world country when Canada let the their world move and made their values Canadian values! Where you are permitted to go a beach did a hole shite into and just cover it up! That is an Indian value not a Canadian one!
Identity Attack0.4054415
Insult0.43296707
Profanity0.44475567
Threat0.010887212
Severe Toxicity0.024631912
Moderate 0.50503236 Low Con 0.24
Aug 25, 2025 Why Canadians Are Turning Against …
Go peirre and the conservatives. Thanks for standing up for Canadians. I don't recognize this country anymore. Sick of liberals
Go peirre and the conservatives. Thanks for standing up for Canadians. I don't recognize this country anymore. Sick of liberals
Identity Attack0.40713623
Insult0.5130944
Profanity0.07805514
Threat0.010291707
Severe Toxicity0.01754573
Moderate 0.5024724 Moderate Con 0.44 Insult Identity_Assertion
Feb 24, 2026 2 likes 'We do know that there's …
whites r 4% of the world population and going down, one day we will be a minority in our own countries, we will we linched in the streets
whites r 4% of the world population and going down, one day we will be a minority in our own countries, we will we linched in the streets
Identity Attack0.55044734
Insult0.26957804
Profanity0.25549942
Threat0.5195707
Severe Toxicity0.16960317
Moderate 0.5024724 Moderate Con 0.329 Identity Attack Threat Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Round up and fly them out immediately! This country is spiralling out of control. There isn‘t even a language requirement to be met either, it‘s disgusting.
Round up and fly them out immediately! This country is spiralling out of control. There isn‘t even a language requirement to be met either, it‘s disgusting.
Identity Attack0.10221587
Insult0.5130944
Profanity0.104876526
Threat0.1368402
Severe Toxicity0.022064678
Moderate 0.5024724 Low Con 0.2 Insult Call_To_Action
Oct 30, 2025 IRCC Names India in Study …
I hate my country.
I hate my country.
Identity Attack0.46028158
Insult0.20434737
Profanity0.26098207
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.5024724 Moderate Con 0.39
Jan 27, 2026 Inside Canada's Indian Invasion...
don't let poopjeet come to canada they will poop your country
don't let poopjeet come to canada they will poop your country
Identity Attack0.3802808
Insult0.4534306
Profanity0.31402156
Threat0.06755528
Severe Toxicity0.02430326
Moderate 0.5024724 Low Con 0.199 Unverified_Claim
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
Stop mixing cultures through political gentle "wokeness"... "Immagrants" ..Stay home and make your own country better, before abandoning your family, friends and culture or some percieved economic gain.... Awful... Naive....
Stop mixing cultures through political gentle "wokeness"... "Immagrants" ..Stay home and make your own country better, before abandoning your family, friends and culture or some percieved economic gain.... Awful... Naive....
Identity Attack0.35624164
Insult0.5208188
Profanity0.06646215
Threat0.010576514
Severe Toxicity0.019611536
Moderate 0.5024724 Moderate Con 0.309 Insult Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx …
Lefties says im racist becaus ei talk outt loud about this issue. The batch of the last 5 yrs is filled with lownlife.scumbags / homeless from 3rdd world countries. We used to control the influx but trudeau government opened the gates during the pandemic and now we are in major trouble but leftoes likes to pretend theres no issues. They are in power , we have no say so therefore the country is being invaded by hordes of non skilled migration which is absolutely devastating for our beautiful nation
Identity Attack0.39677486
Insult0.5393265
Profanity0.25915453
Threat0.01254427
Severe Toxicity0.023880709
Moderate 0.5024724 Moderate Con 0.485 Insult
Nov 8, 2025 Why Canadians Are Turning Against …
This minister should be deported she is a shame to the country
This minister should be deported she is a shame to the country
Identity Attack0.07921951
Insult0.5145894
Profanity0.14578357
Threat0.06755528
Severe Toxicity0.02116089
Moderate 0.5024724 Low Con 0.224 Insult Call_To_Action
Dec 9, 2025 Thousands of refugees allowed into …
Proof they are only here for what they can get they don't want to be here and have no respect for this country!!! then they will go back to their country and eat poo...... Ants …
Proof they are only here for what they can get they don't want to be here and have no respect for this country!!! then they will go back to their country and eat poo...... Ants bring in one and you then own all of them same as here.
Identity Attack0.44690517
Insult0.47384647
Profanity0.26603898
Threat0.015602129
Severe Toxicity0.02411546
Moderate 0.5024724 Low Con 0.263 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All racist in Toronto and area protest. 100% you wont because your cowards. Yall forgot, didn't you? Maybe you weren't born yet or you have short term memories. Who wants to bet Tyler Olivera will …
All racist in Toronto and area protest. 100% you wont because your cowards. Yall forgot, didn't you? Maybe you weren't born yet or you have short term memories. Who wants to bet Tyler Olivera will end up in a situation like some other American youtubers pulling ish in other countries?
Identity Attack0.14661247
Insult0.54471385
Profanity0.09899642
Threat0.0115345
Severe Toxicity0.01986976
Moderate 0.5024724 Moderate Con 0.353 Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Fake diploma, fake ID, fake bank statements, even the fake person….Indians ruined their own country and now they come to Canada, UK, Australia and New Zealand. If u don’t understand that please go to visit …
Fake diploma, fake ID, fake bank statements, even the fake person….Indians ruined their own country and now they come to Canada, UK, Australia and New Zealand. If u don’t understand that please go to visit India 🇮🇳
Identity Attack0.55044734
Insult0.42743355
Profanity0.077731855
Threat0.020436687
Severe Toxicity0.028730227
Moderate 0.5024724 Low Con 0.268 Identity Attack
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
GTFO out of our country!
GTFO out of our country!
Identity Attack0.17925262
Insult0.43450394
Profanity0.39409557
Threat0.016292779
Severe Toxicity0.026936848
Moderate 0.4977744 Low Con 0.216 Call_To_Action
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
I came here from Nigeria as a professional. I must say the Canada govt has to develop some spines. I am grateful for the opportunity to be in Canada. I do not take it for …
I came here from Nigeria as a professional. I must say the Canada govt has to develop some spines. I am grateful for the opportunity to be in Canada. I do not take it for granted. But truth be told, if you ve got a country like Canada, you cannot allow everyone in the world in. You can’t allow a single country change your demography except you are STUPID. Even heaven has boundaries. You can’t allow everyone. It is not wisdom to allow everyone. Most western countries have left God, they have the civilization that came from Christianity but they have left Christ and are using their wisdom. They definitely will mess up things. Common wisdom will be difficult.
Identity Attack0.30103904
Insult0.5497792
Profanity0.22552395
Threat0.010239923
Severe Toxicity0.023076924
Moderate 0.4977744 Constructive 0.596 Insult Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
You can thank the Liberals for this disgusting infestation. Real Canadians are retreating further and further north to get away from the 3rd world slum the Liberals are pouring into the country for votes.
You can thank the Liberals for this disgusting infestation. Real Canadians are retreating further and further north to get away from the 3rd world slum the Liberals are pouring into the country for votes.
Identity Attack0.36733335
Insult0.5208188
Profanity0.08452088
Threat0.009825659
Severe Toxicity0.02077355
Moderate 0.4977744 Moderate Con 0.301 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the …
Because indians spred like cancer cells inside IRCC ...its RAW and billionaire ambanis concept to spred indians around the world using fake documents and after few generations pass they capture the political power of the country.
Identity Attack0.5135796
Insult0.48228607
Profanity0.24910301
Threat0.122295745
Severe Toxicity0.16960317
Moderate 0.4977744 Low Con 0.239 Identity Attack Unverified_Claim
Jun 30, 2025 1 likes How Canada broke its immigration …

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.