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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 why our government …" 1,794 comments · Page 7 of 72
Michelle Rempel Garner you are an embarrassment - Canada is NOT Trump land show some decorum and treat officials with respect. Some of your questions were ridiculous and simply for show. I worked as a …
Michelle Rempel Garner you are an embarrassment - Canada is NOT Trump land show some decorum and treat officials with respect. Some of your questions were ridiculous and simply for show. I worked as a Senior Advisor in 2 government departments and have been in Parliament many times. You can be an effective politician but don't act like a clown AND by the way I live in Alberta.
Identity Attack0.052490227
Insult0.66500133
Profanity0.10240069
Threat0.007832011
Severe Toxicity0.016706496
Moderate 0.5972042 Constructive 0.671 Insult Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
WOW so disappointed by the comment section... I'm Canadian and I know it's completely stupid to blame the faults of our governments on immigrants
WOW so disappointed by the comment section... I'm Canadian and I know it's completely stupid to blame the faults of our governments on immigrants
Identity Attack0.2823795
Insult0.61794597
Profanity0.29168049
Threat0.008090926
Severe Toxicity0.019611536
Moderate 0.5972042 Constructive 0.591 Insult Moral_Argument
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
India has 1.4+ billion people — more than all of Europe combined. Migration pressure is global. Blaming Indians is lazy. Blame a stupid government, led by Justin Trudeau, that ignored planning, housing, and wages — …
India has 1.4+ billion people — more than all of Europe combined. Migration pressure is global. Blaming Indians is lazy. Blame a stupid government, led by Justin Trudeau, that ignored planning, housing, and wages — and learned nothing from Europe’s mistakes.
Identity Attack0.44690517
Insult0.6308392
Profanity0.2268346
Threat0.0104988385
Severe Toxicity0.023076924
Moderate 0.5972042 Moderate Con 0.383 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I feel like this should be punishable by imprisonment to talk about like how is our government both so great and so bad at being authoritarian and shitty, it literally cant do anything competently.
I feel like this should be punishable by imprisonment to talk about like how is our government both so great and so bad at being authoritarian and shitty, it literally cant do anything competently.
Identity Attack0.09328204
Insult0.46173862
Profanity0.6321197
Threat0.053654157
Severe Toxicity0.03321367
Moderate 0.5972042 Moderate Con 0.358 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
The birth rate slowed because of a corrupt Liberal government who priced everyone out of their homes. Canadians are not bringing new babies into a world when they are broke and taxed to death. We …
The birth rate slowed because of a corrupt Liberal government who priced everyone out of their homes. Canadians are not bringing new babies into a world when they are broke and taxed to death. We can't justify adding another mouth to feed when we can't afford to feed the mouths that are here now. And they are not importing to sustain the population....they are importing votes to stay in power. The Liberal mantra...."Fuck Canadians!!! Do what we need to do to stay in power". Immigrant to votes ratio is 1:1.
Identity Attack0.5051593
Insult0.5270482
Profanity0.5013569
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5972042 Moderate Con 0.44 Identity Attack Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an …
Come into the West, a lot of white people give you shit, *no matter what you do* . Obviously not all of them. But in this modern era , enough of them to fund an entire media ecosystem just for that perspective. You think your immigrants weren't going to notice? Assimilate into _what_ ? The loudest mouths telling you they hate you and you're responsible for all their problems despite being a minority, because you're not a white Christian? And then you're going to scapegoat _them_ for the problems your government and system created, refuse to adapt, and complain that someone did. And _also_ , just like here in NYC.. the reason why a place gets taken over by a bunch of colored immigrants.. is usually because white people start _running_ . And again, the few that are left, complain about _their own_ fleeing, before doing so themselves. Hilarious. I'm in NYC, my neighborhood is literally every kind of immigrant, Filipino, Jamaican, West Indian, Indian, Haitian... all low to middle class, with some who really _saved_ up working for their 30-50 years here. Kids born or here since little kids, educated and making good money with few exceptions. And so of course the neighborhood.. looks just like any neighborhood in America (albeit denser and more traffic). Must be all that 'wokeness' in NYC. This has nothing to do with white or black or brown, of course. This dynamic plays out anywhere with people that are unwilling to challenge themselves and their ego just finding an easy scapegoat...
Identity Attack0.5485698
Insult0.4810288
Profanity0.6001929
Threat0.05688698
Severe Toxicity0.21290472
Moderate 0.5921536 Constructive 0.61 Identity Attack
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Let the rats in this is what happens ! then add a corrupt government !! Canada is done !!!
Let the rats in this is what happens ! then add a corrupt government !! Canada is done !!!
Identity Attack0.27991617
Insult0.6308392
Profanity0.1308005
Threat0.012130005
Severe Toxicity0.023076924
Moderate 0.5921536 Low Con 0.157 Insult Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made …
Isn't that sick 2 people? 7 or 8 years in jail for peaceful protest. I hope so many Canadians come out to defend them. I'll be one of them. Government. Pretty d*** disgusting, Trudeau. Made that happen telling my neighbors when they had an extra person in the house. Go to hell. I can't stand none of you. I totally agree with that woman speaking about this. I refused to totally hate myself for my opinion. I see. What's going on? It's a takeover.
Identity Attack0.15945168
Insult0.5678696
Profanity0.46460027
Threat0.056563694
Severe Toxicity0.16960317
Moderate 0.5921536 Constructive 0.656 Insult Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you …
So many racist comments from non native white Canadian 🐖 who are acting like they are inuits the original natives of the land!! Furthermore being British born and watching from England I can tell you one Damm thing, not one of these Indians are on governments benefits, they are working their socks off unlike others from a certain religion such as the recent Minnesota problem. Furthermore how many own a house there as compared to what you people call a Canadian white person, it will be interesting to know the facts. And no the heavens didn’t open up on them with gold coins raining on their heads 😂. Here in London you get the same occasional problem where non educated white people start to moan and can’t tell the difference between an Indian person or Pakistani, by the way Indians own the most homes in London have a think why!! They actually go out and work and want to achieve something In life!!
Identity Attack0.57150364
Insult0.54471385
Profanity0.39409557
Threat0.013528148
Severe Toxicity0.16960317
Moderate 0.5885171 Constructive 0.635 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Disgusting Liberal Government.
Disgusting Liberal Government.
Identity Attack0.2854555
Insult0.61794597
Profanity0.16496858
Threat0.008285114
Severe Toxicity0.020644438
Moderate 0.5885171 Low Con 0.23 Insult Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of …
As a Canadian I've been saying this for the last 5 years and was called racist. Well I'm going to be the biggest best racist i can. Get your backwards religion and culture out of my country, your disgusting religion and culture is not welcome here. You will not be tolerated by the people. The government may welcome you, the people will not. You'll have to cull the white population in Canada to silence this movement against Muslim immigrants. Worthless people with no humanity, not even for each other, they only care about their religion and nothing else. Calling them human I think at this point is a stretch. My cat has more emotional maturity and regulation then Muslims. Absolutely vile "people".
Identity Attack0.58743036
Insult0.5678696
Profanity0.19524631
Threat0.10389658
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.431 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
The Canadian government sold us out to make themselves more and more money, post secondary schools have reaped benefits and grown exponentially since this crap started.
The Canadian government sold us out to make themselves more and more money, post secondary schools have reaped benefits and grown exponentially since this crap started.
Identity Attack0.10221587
Insult0.5270482
Profanity0.43554106
Threat0.007935578
Severe Toxicity0.023076924
Moderate 0.5885171 Low Con 0.218 Insult Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
2000 to 3000 refugees are walking across illegally into Canada and our government ‘welcomes’ them. 😂🤣 We are fools. We can’t even house our homeless or veterans, yet we give out everything to others. What …
2000 to 3000 refugees are walking across illegally into Canada and our government ‘welcomes’ them. 😂🤣 We are fools. We can’t even house our homeless or veterans, yet we give out everything to others. What a sad country.
Identity Attack0.33060804
Insult0.6261769
Profanity0.174273
Threat0.008712323
Severe Toxicity0.023076924
Moderate 0.5885171 Moderate Con 0.373 Insult
Apr 8, 2022 1 likes How much do refugees and …
these so called millions of fake indian asylum seekers are anti -india too ..canading governement has screwed up canada ..with illegal migrants , fake students etc ..not india's fault
these so called millions of fake indian asylum seekers are anti -india too ..canading governement has screwed up canada ..with illegal migrants , fake students etc ..not india's fault
Identity Attack0.6007182
Insult0.5362655
Profanity0.27207452
Threat0.019746035
Severe Toxicity0.1597006
Moderate 0.5885171 Low Con 0.22 Identity Attack Insult Unverified_Claim
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Its so unfortunate and infuriating seeing Canada stock pile low grade humans and watching them scam their wash into everything single benefit from our government and call us stupid because we are honest and work …
Its so unfortunate and infuriating seeing Canada stock pile low grade humans and watching them scam their wash into everything single benefit from our government and call us stupid because we are honest and work hard. Shame
Identity Attack0.18158256
Insult0.6308392
Profanity0.2298641
Threat0.008556974
Severe Toxicity0.019998873
Moderate 0.5885171 Moderate Con 0.362 Insult
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake …
All of these fake colleges that Canada is letting Indians and other immigrants in are absolutely ridiculous. A ridiculous amount of uneducated immigrants from a several countries are coming in as fake students and fake asylum claims and Canadians have to suffer as a consequence. These people also take loans and cash out on credit, take cash and run back to their country. The rest of Canadians are left holding the bill. F this libtard government we live in.
Identity Attack0.46028158
Insult0.58196646
Profanity0.2761231
Threat0.01101667
Severe Toxicity0.02449106
Moderate 0.5885171 Moderate Con 0.408 Insult
Sep 30, 2025 IRCC Names India in Study …
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way …
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way life . where are these scam artists liberals need to find them and deport them now . I am so very angry with this government for what they have done to country of ours .the biggest problem is that has been going since the 70s . there are more violent crime in since the liberals brought these east indians here . the catch and release program with them is not working they get bail leave jail head right to an international and leave the country with no punishment what so ever . more than likely returning under a different name .
Identity Attack0.46028158
Insult0.5739874
Profanity0.4044591
Threat0.045895394
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.443 Insult
Oct 13, 2025 IRCC Names India in Study …
Liberal government just garbage policy. All visa must be limited to India or China
Liberal government just garbage policy. All visa must be limited to India or China
Identity Attack0.49032792
Insult0.5678696
Profanity0.2882351
Threat0.010421164
Severe Toxicity0.023505108
Moderate 0.584095 Low Con 0.112 Insult
Sep 30, 2025 2 likes IRCC Names India in Study …
While there are a few racist people in Canada, the majority of Canadians and the Canadian government have no room for such racist. You didn't pull it off today, you racist.Get out of here
While there are a few racist people in Canada, the majority of Canadians and the Canadian government have no room for such racist. You didn't pull it off today, you racist.Get out of here
Identity Attack0.44690517
Insult0.5739874
Profanity0.09001675
Threat0.011172019
Severe Toxicity0.023076924
Moderate 0.584095 Moderate Con 0.355 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Im white these videos about how much ch they hate us and are planning to take over and kill all the gays because of there religion, well it makes me want to stack up on …
Im white these videos about how much ch they hate us and are planning to take over and kill all the gays because of there religion, well it makes me want to stack up on guns and get ready for the fight, as a white we cannot trust our government there in on this!
Identity Attack0.58743036
Insult0.33154017
Profanity0.3158166
Threat0.5252479
Severe Toxicity0.16960317
Moderate 0.584095 Moderate Con 0.483 Identity Attack Threat Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
An immigrant who is a minister telling us about immigrants is just disgusting and should never be allowed. No immigrant should EVER be in government.
An immigrant who is a minister telling us about immigrants is just disgusting and should never be allowed. No immigrant should EVER be in government.
Identity Attack0.5135796
Insult0.5678696
Profanity0.13961408
Threat0.031314444
Severe Toxicity0.02373986
Moderate 0.584095 Low Con 0.299 Identity Attack Insult Identity_Assertion
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Their not migrants...their maggots...thank you federal government!!!😡😡😡😡😡😡😡
Their not migrants...their maggots...thank you federal government!!!😡😡😡😡😡😡😡
Identity Attack0.4508763
Insult0.5739874
Profanity0.27882218
Threat0.011715741
Severe Toxicity0.055630904
Moderate 0.584095 Low Con 0.263 Insult
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Another once proud majority same race nation, now turned into a melting pot sh*thole by a traitor government ran by AIPAC, and the Zionist banking empire.
Another once proud majority same race nation, now turned into a melting pot sh*thole by a traitor government ran by AIPAC, and the Zionist banking empire.
Identity Attack0.46028158
Insult0.5145894
Profanity0.48510036
Threat0.024235269
Severe Toxicity0.16960317
Moderate 0.584095 Low Con 0.132 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not …
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not 'for' citizens. They have an agenda to replace citizens with these new immigrants who will work for much lower wages. It is all about giving jobs to migrants and for the elite to get richer.
Identity Attack0.45348886
Insult0.6306599
Profanity0.12286829
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.584095 Moderate Con 0.478 Insult Policy_Critique
Aug 28, 2025 2 likes 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.