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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 #}

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Active: "This is not coming from …" 1,829 comments · Page 26 of 74
Here's a crazy concept, maybe we should stop paying them to come here. I know, crazy idea
Here's a crazy concept, maybe we should stop paying them to come here. I know, crazy idea
Identity Attack0.052490227
Insult0.26957804
Profanity0.11292298
Threat0.010032792
Severe Toxicity0.008735657
Moderate 0.3389984 Low Con 0.263 Policy_Critique
Jan 19, 2026 62 likes Why Canada’s immigration system has …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the LIE that is was just the TURD in the last 10 yrs isn't the problem, it's been since his waste of skin father, who started it, the debt, Multiculturalism lie, if it was the solution, instead of REAL POLICIES, it would have worked by now, it's not working anywhere in the WESTERN WORLD
Identity Attack0.21866
Insult0.33896056
Profanity0.079025
Threat0.008712323
Severe Toxicity0.016060932
Moderate 0.3389984 Low Con 0.297 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
OH look white fragility being threatened. Youre not the main character in this World. Variety in culture good when it comes to the World!
Identity Attack0.37655997
Insult0.11616662
Profanity0.09066332
Threat0.047835086
Severe Toxicity0.016900165
Moderate 0.3389984 Moderate Con 0.302
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Immigrants are not happy about other immigrants coming to live there🤣🤣🤣🤣
Immigrants are not happy about other immigrants coming to live there🤣🤣🤣🤣
Identity Attack0.38176915
Insult0.08484049
Profanity0.06395709
Threat0.008052089
Severe Toxicity0.012703998
Moderate 0.3389984 Low Con 0.22 Humor_Satire
Oct 15, 2025 18 likes Inside Canada's Indian Metropolis (Brampton)
Fun fact the whites didnt come from here either.
Fun fact the whites didnt come from here either.
Identity Attack0.41222036
Insult0.08558089
Profanity0.097129054
Threat0.0101363575
Severe Toxicity0.015350811
Moderate 0.3389984 Low Con 0.165 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess …
I work for CRA. I'll let you guess which ethnic group has the most compliance issues when it comes to failure to pay taxes and remit GST/HST and payroll source deductions. I'll let you guess but it shouldn't be very hard. They are known for butter chicken, smelling like curry, and throwing trash everywhere.
Identity Attack0.10221587
Insult0.34314156
Profanity0.053435806
Threat0.0074565844
Severe Toxicity0.0077819824
Moderate 0.3389984 Constructive 0.662 Unverified_Claim
Sep 28, 2025 1 likes IRCC Names India in Study …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming …
What they keep spinning about imagination and the government is making it look like the public is angry about them coming over and working and living in our countries we aren't angry about them coming here we are all angry about the ones that are coming to the country undocumented and just walking straight into the country and we haven't got a clue what convictions they all have. The media and the government trying to make us look racist when we are not it's absolutely disgusting. The governments haven't got a clue who's these undocumented and most of them are all men coming in as well. The governments have devastated the west countries they've lost control and the amount that's in they lie the government hasn't a clue where they are and who's come into the country either. And suprise suprise look at all the crime and murders happening nowadays everyone in the government should be stood and trailed for what they have done it's all corrupt everywhere I don't trust anything no more I don't even wanna give my hard earned money to them either. Fuck the government.....
Identity Attack0.19495805
Insult0.33964422
Profanity0.098067984
Threat0.010731863
Severe Toxicity0.012054443
Moderate 0.3389984 Constructive 0.601 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over …
About 15 years ago, my sister in law wanted to bring her father here from South Africa; however, immigration said "no, because he was acriskbto the Canadian health system". They couldnt even bring him over even with the promise to pay out of pocket for healthcare should it be needed. I find it utterly disgusting that as a born Canadian citizen I can't get a job, proper healthcare and live in a culture where immigrants (not all if them do this) thumb their noses at us. These immigrants, in my opinion, have NO intention of learning the english language either. I can't figure out why some of them even bothered coming to Canada because they haven't left their crap where they came from. It is no wonder Poland is the way they are about Immigration.
Identity Attack0.36702603
Insult0.33964422
Profanity0.07740857
Threat0.010602405
Severe Toxicity0.013672344
Moderate 0.3389984 Constructive 0.688 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay …
None are indian as homeless because indian save and they dont do drugs and even if they do drugs they fix themself this is pure raceism...sadly i have to report this video...also indian do pay tax...i agree that there are people comeing who dont know english and the quality has gone down but its wrong to say no indian in homeless shelter and we dont pay tax....
Identity Attack0.36598656
Insult0.16766082
Profanity0.052183274
Threat0.010783645
Severe Toxicity0.015931819
Moderate 0.33836752 Constructive 0.654
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Nobody wants to come to Canada 🇨🇦 anymore
Nobody wants to come to Canada 🇨🇦 anymore
Identity Attack0.3817989
Insult0.082372494
Profanity0.028913507
Threat0.017674083
Severe Toxicity0.017481172
Moderate 0.3375374 Low Con 0.197
Jan 4, 2026 New rules, regulations take effect …
walmat, tim hortons, mcdonals, gsa stations every where indian. how come. war related effected innocent people are refugees. there is no war india. how come so many indians. 😢😮
walmat, tim hortons, mcdonals, gsa stations every where indian. how come. war related effected innocent people are refugees. there is no war india. how come so many indians. 😢😮
Identity Attack0.3825363
Insult0.1505596
Profanity0.033645786
Threat0.02924249
Severe Toxicity0.017222947
Moderate 0.3375374 Moderate Con 0.478
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog …
One person Person complaining other person served me first at the butcher shop isn’t that funny that is like when some narrow minded people they put the sign in the restaurant and casino. No Dog and Indian are not allowed that is the racist is and when the people come from China and India, they charge tax And the other people coming from Europe they can come anytime why thats racist
Identity Attack0.293411
Insult0.25998658
Profanity0.0913099
Threat0.0097738765
Severe Toxicity0.015802706
Moderate 0.3375374 Constructive 0.559 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Anyone who doesn't see what is happening should go live and be deported with these immigrants twe will see how quickly they beg to come home
Anyone who doesn't see what is happening should go live and be deported with these immigrants twe will see how quickly they beg to come home
Identity Attack0.31307843
Insult0.12702756
Profanity0.035649836
Threat0.13448004
Severe Toxicity0.016771052
Moderate 0.3367073 Low Con 0.184
Aug 25, 2025 Why Canadians Are Turning Against …
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what …
There is a very simple way to stop this. People coming to this country and wants us to live by there rules, put them on the next plane back. People of Canada, look on what is going on in England right now coz of ILLIGAL immigrants wanting England to become Islamic. Look at what is being done in europe as a hole and learn. The islamic immigrants comming to western countries is NOT comming as immigrants but to make the counties islamic. They are the enemis that works inside the country to take the power. Canada wake up and smell the roses.
Identity Attack0.40351558
Insult0.18852992
Profanity0.048175167
Threat0.014738814
Severe Toxicity0.017287504
Moderate 0.33587718 Moderate Con 0.433 Fear_Threat
Sep 9, 2025 Why Canadians Are Turning Against …
Canadians don't want to work so Indians come here to work.
Canadians don't want to work so Indians come here to work.
Identity Attack0.42615733
Insult0.1087965
Profanity0.026727317
Threat0.0064727063
Severe Toxicity0.009841919
Moderate 0.33504707 Low Con 0.257 Economic_Argument
Feb 3, 2026 5 likes Inside Canada's Indian Invasion...
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would …
What really the funny part is that the democrats party is so easily emotionally manipulated that assimilation is going to get called some know racist and a Democrats psychology is so easily manipulated they would never want to come off racist even at the demise of their own children’s future. Remember when critical race theory was being introduced in schools and shaming white people. You put the whole idea behind racism and look at how everyone jumped behind it .
Identity Attack0.37292135
Insult0.24424846
Profanity0.057944927
Threat0.011094344
Severe Toxicity0.012054443
Moderate 0.33504707 Moderate Con 0.424 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Whites know how the natives feel. What goes around comes around
Whites know how the natives feel. What goes around comes around
Identity Attack0.38699543
Insult0.09124154
Profanity0.097129054
Threat0.011275585
Severe Toxicity0.014576134
Moderate 0.33504707 Moderate Con 0.314
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
How come we have problems when women are in charge?
How come we have problems when women are in charge?
Identity Attack0.38246045
Insult0.1505596
Profanity0.026317406
Threat0.0069646453
Severe Toxicity0.008773804
Moderate 0.33504707 Low Con 0.243
Sep 30, 2025 IRCC Names India in Study …
Leave canada come back as a miggrant make 6 gs😢
Leave canada come back as a miggrant make 6 gs😢
Identity Attack0.36733335
Insult0.19967617
Profanity0.041160982
Threat0.012181788
Severe Toxicity0.014317908
Moderate 0.33504707 Low Con 0.239 Humor_Satire
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
There's no question in my mind about refugees, I know quite a few, and too many are just milking the system. And way too many are just terrible people. Ones that come in normally are …
There's no question in my mind about refugees, I know quite a few, and too many are just milking the system. And way too many are just terrible people. Ones that come in normally are fine, by and large.
Identity Attack0.29035977
Insult0.29383746
Profanity0.08096472
Threat0.009359611
Severe Toxicity0.012054443
Moderate 0.33504707 Constructive 0.67 Personal_Narrative
Feb 28, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it …
Canadian born and raised in a small northern town Facts- they ruin the trucking industry, the dump truck industry, they run all the restaurant chains (want a taco, a red dot Indian will make it for you) my daughter got hired at Tim's ( cpl years back) the ONLY reason she got a second interview is because her first name can be easy Indian or Irish. They were calling her up she's standing there they couldn't understand how a white girl got hired. It's not ok. Even the non extreme ones do sympathize with extremist acts of terror on Christians. 70% have admitted this. When you listen to the news, 99% of the crimes - violent, assault, home invasions, women set ablaze on the subway... EVERY NAME IS NOT CANADIAN!!! sorry if you break the law , federal violent crimes or fraud GET THE F.O 5 years ago 1 store was bought by that group of people.... Within a year they were everywhere, and how they get to buy homes or business? Cuz they cheat the system. Living 20 in an apartment, running transports 24/7 letting unlicensed family members drive while they rest they cut open the seat to poop out the bottom while still clocking Kilometers while the Canadian guy follows rules. They undercut job prices safety is absent. We are getting outnumbered when we have paid into the system out whole lives. They come here get a welfare check get housing get all the cra benefits they never paid a dime into. It's bullshit we aren't happy and they gotta go Educational purposes only Entertainment purposes only
Identity Attack0.38176915
Insult0.24630153
Profanity0.08775374
Threat0.011249693
Severe Toxicity0.015286255
Moderate 0.33504707 Constructive 0.668
Jan 27, 2026 Inside Canada's Indian Invasion...
MASS DEPORTATION!! IT IS COMING!!😂
MASS DEPORTATION!! IT IS COMING!!😂
Identity Attack0.23770751
Insult0.06687108
Profanity0.03715288
Threat0.09929679
Severe Toxicity0.01986976
Moderate 0.33504707 Low Con 0.167
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
If they committed fraud, take away all the programs and stop more Indian immigrants from coming until time passes and immigration policies improve.
If they committed fraud, take away all the programs and stop more Indian immigrants from coming until time passes and immigration policies improve.
Identity Attack0.39334553
Insult0.1640896
Profanity0.03715288
Threat0.019228047
Severe Toxicity0.012574885
Moderate 0.33421695 Low Con 0.2
Oct 2, 2025 IRCC Names India in Study …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to …
It’s funny how so many Indians in that town are tired of seeing other Indians 😂. It’s a good sign honestly. Shows that many of them come to live with white people as opposed to making it like their home country
Identity Attack0.3908055
Insult0.1342682
Profanity0.11663672
Threat0.011172019
Severe Toxicity0.016577384
Moderate 0.33421695 Moderate Con 0.472 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.