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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: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 36 of 244
I think the most scary part about it is that they are populating a part of Canada that has the most seats so now it will probably accelerate a lot. all these people seemed really …
I think the most scary part about it is that they are populating a part of Canada that has the most seats so now it will probably accelerate a lot. all these people seemed really friendly though and being friendly is a hallmark of being Canadian. Maybe slow it down slightly though we need to build housing and infrastructure to support the growing population and if we grow to fast we are gonna end up in shit.
Identity Attack0.06158508
Insult0.37619758
Profanity0.5711371
Threat0.010395273
Severe Toxicity0.023076924
Moderate 0.5140397 Constructive 0.667 Fear_Threat
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
There aremany false allegations against indians in canada . also white people in canada are Illegal migrants(invaders)
There aremany false allegations against indians in canada . also white people in canada are Illegal migrants(invaders)
Identity Attack0.6007182
Insult0.4378843
Profanity0.0838743
Threat0.008375733
Severe Toxicity0.023223408
Moderate 0.5140397 Moderate Con 0.356 Identity Attack Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men …
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men who do no parenting and also speak no English. You can't argue with them or it's a "hate crime." Local Canadians live in fear of the government protecting these worthless people.
Identity Attack0.4774257
Insult0.53014356
Profanity0.07999486
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.5140397 Constructive 0.608 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We are going to start sending the blacks from America to Canada!! Haha
We are going to start sending the blacks from America to Canada!! Haha
Identity Attack0.5983441
Insult0.34101152
Profanity0.19770569
Threat0.08089764
Severe Toxicity0.037697118
Moderate 0.5140397 Low Con 0.201 Identity Attack
Sep 15, 2025 Why Canadians Are Turning Against …
If they can take your job it’s on you bruhhh )))) don’t be a loser with all the advantages we get in US and Canada
If they can take your job it’s on you bruhhh )))) don’t be a loser with all the advantages we get in US and Canada
Identity Attack0.022188433
Insult0.5739874
Profanity0.10425757
Threat0.007081157
Severe Toxicity0.010681152
Moderate 0.5140397 Low Con 0.199 Insult Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, …
Reason im leaving canada, you guys have lost control over your country and you take my money to do that. The crazy thing is, its not about the quantify of study permits you hand out, its simply vetting and screening the applicants and tracking them. Its that simple. Mismanagement costs canadians, and these people are all paid 100k+ to Mismanage? So theyre not doing jack shit lol why am I paying taxes? Give me the money so I can go buy a house
Identity Attack0.2028587
Insult0.4339631
Profanity0.4798129
Threat0.010990778
Severe Toxicity0.02430326
Moderate 0.5140397 Moderate Con 0.497
Oct 1, 2025 1 likes IRCC Names India in Study …
Ur a goat for covering this issuewe have in canada
Ur a goat for covering this issuewe have in canada
Identity Attack0.07425626
Insult0.56997263
Profanity0.2664882
Threat0.011586283
Severe Toxicity0.023076924
Moderate 0.5140397 Low Con 0.225 Insult Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Floridian, I apologize for this hateful nonsense. I don’t blame you at all for not coming down here. If I could, I would spend all year in Canada.
As a Floridian, I apologize for this hateful nonsense. I don’t blame you at all for not coming down here. If I could, I would spend all year in Canada.
Identity Attack0.0017237385
Insult0.38795334
Profanity0.00048769277
Threat0.00014774644
Severe Toxicity0.0000046496625
Moderate 0.5124914
Dec 9, 2025
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate …
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate in Canada, just want to integrate India in Canada! 👎🖕👎
Identity Attack0.5498214
Insult0.46173862
Profanity0.11168506
Threat0.011456826
Severe Toxicity0.024631912
Moderate 0.509388 Low Con 0.29 Identity Attack Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe …
Guess what you are a product of the European invasion of North America, your grandparents aren't native and you don't have the right to stop legal immigrants. If you have said the same in europe i would have agreed with you but not with countries like the US , Canada and Australia never. I can guarantee that if white illegal immigrants take over your entire country you wouldn't be having a problem but a brown legal immigrant will be a problem for you illiterates forever!!!!!
Identity Attack0.5135796
Insult0.48313886
Profanity0.10363861
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.371 Identity Attack Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of …
Immigration has been a joke for years took my wife 10 months to get PR in 2017 now she is a Canadian citizen contributing to Canada trudope and his morons let in a boatload of unskilled multiple children asylum seekers??? Who now drive brand new cars b3cause trudope pays for their rent the food etc and what do they do ? Door dash skip the dishes drivers they are a drag on society BUT if u need a home care worker to look after our disabled people u can’t bring in foreigners, those agencies are in dire need of staff but trudope brings in door dash drivers thank god that drama queen resigned in disgrace
Identity Attack0.3817989
Insult0.54471385
Profanity0.26638454
Threat0.012181788
Severe Toxicity0.023505108
Moderate 0.509388 Constructive 0.541 Insult Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
Vassy is not a stupid woman, however, she is being deliberately obtuse as she desperately tries to find fault with this proposed motion. Anyone with half a brain can see that it is specifically directed …
Vassy is not a stupid woman, however, she is being deliberately obtuse as she desperately tries to find fault with this proposed motion. Anyone with half a brain can see that it is specifically directed at proven, bogus asylum seekers and those whose Visas have expired and have no right to even remain in Canada. Also, I don't care what kind of a mess a legitimate asylum seeker is fleeing, I do not believe anyone "from away" is entitled to better health care benefits than Canadian citizens.
Identity Attack0.17381613
Insult0.56997263
Profanity0.22612886
Threat0.008789998
Severe Toxicity0.019998873
Moderate 0.509388 Constructive 0.621 Insult Policy_Critique
Feb 24, 2026 52 likes 'We do know that there's …
the hate divisional crap needs to stoo canada has become a multiculutral place but theindogenousppl deserve respect complletely it is infact still there land which few realize but it is ...they nver agreed to f …
the hate divisional crap needs to stoo canada has become a multiculutral place but theindogenousppl deserve respect complletely it is infact still there land which few realize but it is ...they nver agreed to f give up there lands and those that signed things didnt know the language so thus it ant be legaly held up ....because to have a s document declared legal you must know and underttsnd its contents ....if you dont know alanguage you dontknow the content ...
Identity Attack0.17847598
Insult0.5101222
Profanity0.39409557
Threat0.009955117
Severe Toxicity0.023223408
Moderate 0.509388 Constructive 0.619 Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
This is bad! Wtf canada is doing!!?
This is bad! Wtf canada is doing!!?
Identity Attack0.1808059
Insult0.26957804
Profanity0.4798129
Threat0.009877442
Severe Toxicity0.023645958
Moderate 0.509388 Low Con 0.261 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The only people left in Canada are Indians and liberals who hate themselves for being white
The only people left in Canada are Indians and liberals who hate themselves for being white
Identity Attack0.5983441
Insult0.36798462
Profanity0.15107171
Threat0.010369381
Severe Toxicity0.023076924
Moderate 0.509388 Low Con 0.219 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada 🇨🇦 has gone to 💩. No longer the best country in the world not even close. Sad. The Uber story is so true and if you think the guy driving the 18 wheeler has …
Canada 🇨🇦 has gone to 💩. No longer the best country in the world not even close. Sad. The Uber story is so true and if you think the guy driving the 18 wheeler has a legitimate license or training think again. Totally corrupt.
Identity Attack0.37655997
Insult0.5177041
Profanity0.20700185
Threat0.009230154
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.381 Insult
Sep 21, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
What a bunch of liars! I have lived in Canada for 25 years now and have seen Brampton grow infront of me. Brampton was place where no one wanted to go, that is why property …
What a bunch of liars! I have lived in Canada for 25 years now and have seen Brampton grow infront of me. Brampton was place where no one wanted to go, that is why property were dirt cheap. Immigrants coming from poorer countries like India settled there because of cheaper property. Brampton today is what it is, because of settler from these countries. It was never multi cultural, in fact 90% Brampton land were empty 20 years ago.
Identity Attack0.18313584
Insult0.5739874
Profanity0.07191269
Threat0.0074565844
Severe Toxicity0.013866014
Moderate 0.509388 Constructive 0.667 Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
This is what happens when people vote in these sick and evil liberals . They are destroying our beautiful Canada!! Jesus is the way . We need and pray like never before.
Identity Attack0.28034934
Insult0.563347
Profanity0.08322773
Threat0.024753258
Severe Toxicity0.02116089
Moderate 0.509388 Moderate Con 0.357 Insult Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Read book Hitler's Priestess thesis i posted in past they reported my 3 ids to not expose their genocides of all races , anita Anand is Pm of Canada with rubber stamp Carney, Carney is …
Read book Hitler's Priestess thesis i posted in past they reported my 3 ids to not expose their genocides of all races , anita Anand is Pm of Canada with rubber stamp Carney, Carney is just drum beater to support Hindu cement collections cash collectors running world level drugs peddling child prostitution all hindus looted all indian banks to inavde white race to plant politicians which won't supprt rule of law of white race ,monkeys is arson symbol to burn everything which dont favor Hindutvaa saffron terrorist activities to expand mughals in each white country
Identity Attack0.55011386
Insult0.5101222
Profanity0.22703624
Threat0.2836219
Severe Toxicity0.17926651
Moderate 0.509388 Moderate Con 0.343 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am leaving Canada with my family because all the bad happening now here. Canada sucks now because of Trudeau governing and now M. Carney. Corruption to the “over roof”.😢
I am leaving Canada with my family because all the bad happening now here. Canada sucks now because of Trudeau governing and now M. Carney. Corruption to the “over roof”.😢
Identity Attack0.26663736
Insult0.5130944
Profanity0.33453682
Threat0.009230154
Severe Toxicity0.023076924
Moderate 0.509388 Moderate Con 0.437 Insult Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Went to Canada this summer and that was my first time and i was shock how many indians its crazy
Went to Canada this summer and that was my first time and i was shock how many indians its crazy
Identity Attack0.55044734
Insult0.48627716
Profanity0.2366394
Threat0.010343489
Severe Toxicity0.023317307
Moderate 0.509388 Moderate Con 0.457 Identity Attack Personal_Narrative
Jan 27, 2026 62 likes Inside Canada's Indian Invasion...
Canada really opened the flood gates and started accepting anyone with a pulse smh Now its full of khalistani thugs
Canada really opened the flood gates and started accepting anyone with a pulse smh Now its full of khalistani thugs
Identity Attack0.49032792
Insult0.5130944
Profanity0.17473823
Threat0.012492486
Severe Toxicity0.023076924
Moderate 0.50789946 Low Con 0.165 Insult
Sep 21, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
letting in indians ruined Canada
letting in indians ruined Canada
Identity Attack0.5948528
Insult0.37619758
Profanity0.17101645
Threat0.053654157
Severe Toxicity0.02439716
Moderate 0.50789946 Low Con 0.189 Identity Attack Identity_Assertion
Jun 17, 2025 How Canada broke its immigration …
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! …
They go to Canada and also here in the USA and shit post on yt about how great their india is while eating and drinking America's water, food. PS:Then stay in India and develop it! Friends
Identity Attack0.41975367
Insult0.36798462
Profanity0.48510036
Threat0.013217449
Severe Toxicity0.051147457
Moderate 0.50789946 Moderate Con 0.321 Identity_Assertion
Feb 8, 2026 Inside Canada's Indian Invasion...
every one is so racist in canada
every one is so racist in canada
Identity Attack0.5135796
Insult0.40975618
Profanity0.13608865
Threat0.00899713
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.379 Identity Attack Moral_Argument
Feb 22, 2026 1 likes 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.