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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: "Most Canadians are not against …" 3,707 comments · Page 53 of 149
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
All these ethnically white Canadians don’t realize that most Indigenous North Americans want them to go back to Europe as well and leave forever.
Identity Attack0.38238457
Insult0.12159709
Profanity0.028776871
Threat0.0091524795
Severe Toxicity0.0127685545
Moderate 0.3245134 Low Con 0.293 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And …
As an immigrant living in Canada for 50 years, it amazes me that Canadians are called racists when they are the ones who accepted immigrants with open arms. But immigration has gone too far. And why are we only immigrating Indians and Muslims? That's not immigration, it's migration.
Identity Attack0.38215697
Insult0.15698463
Profanity0.019348921
Threat0.007573096
Severe Toxicity0.009346008
Moderate 0.32397532 Constructive 0.692
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try …
Yeap, @14:35, the "population bomb" is the "mass migrations". It's so obvious, it's a slap in your face from your own government. And who is in power right now (or is in monirity, but try to be)?! Yeap. The same guy who inspired, who puppeteer True-dow, with the famous "You'll own nothing and you'll be happy..." (or, instead, because they will be happier). The same with who participated in this globalists ideol'Orgies of their goal of NWO, implementing a "Built-Back-Better" towards "the New". And to "Built-Back-Better", you got "to implode an old one". How about never teaching how the economy, encourage abortion clinics, putting in jail people whonsee through and oppose the "easiness of it"; and as we just see, how about encouraging migrants instead of our own population?! WHEN we hear them in parlement with their ethical codes, political correctness, Never you hear about "migrants allegence towards their hosts countries". Now, we're seeing progressive and fast, what's happening when we put God aside. I remember too well what was the globalists goals on their freaking agenda. This is perfect social-engineering, which is a worldwide crime. And those bunches of "not-voted-for, selves-titled-leaders" with no sens in human respect, are total Sociopaths social-engineers"; most of them using "crooked money-landring tools" through citizens taxpayers funds, as Soros does so well with the USA IRS coalition (DISCOVERED LATELY BY THE FBI; as if the didn't know before). Just keep in mind that Carney account for his securities are in foreign countries, not even in Canada, to escape tax income. No wonder most Canadians are starting to become USA citizens. Our own government sold Canada to foreigners. If in one shot, a sudden decision, Canadians were leaving at once Canada,...
Identity Attack0.10221587
Insult0.24928534
Profanity0.12727508
Threat0.13363713
Severe Toxicity0.018836858
Moderate 0.32397532 Constructive 0.507 Unverified_Claim
Aug 30, 2025 Why Canadians Are Turning Against …
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going …
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going to take for Canadians to wake tf up?!
Identity Attack0.28034934
Insult0.19500497
Profanity0.25367188
Threat0.009722093
Severe Toxicity0.014188796
Moderate 0.32397532 Constructive 0.528 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
As a canadian man. It is evil. They should be back home at a minimum.
As a canadian man. It is evil. They should be back home at a minimum.
Identity Attack0.28034934
Insult0.17486192
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.008506775
Moderate 0.32397532 Moderate Con 0.348 Moral_Argument
Mar 2, 2026 Inside Canada's Indian Invasion...
Canadians r turning against immigrants.. instead of turning against who allowed those immigrants in in the first place. Brilliant guys! U have finally reach the thinking level of a goldfish!
Canadians r turning against immigrants.. instead of turning against who allowed those immigrants in in the first place. Brilliant guys! U have finally reach the thinking level of a goldfish!
Identity Attack0.2803029
Insult0.25404143
Profanity0.019007329
Threat0.0076119336
Severe Toxicity0.008544922
Moderate 0.32397532 Low Con 0.214
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
Last Federal election, why Canadians voted for Liberal again???????? You made your bed and lie on it.
Last Federal election, why Canadians voted for Liberal again???????? You made your bed and lie on it.
Identity Attack0.027011903
Insult0.26957804
Profanity0.025770858
Threat0.008815889
Severe Toxicity0.0061798096
Moderate 0.32397532 Low Con 0.207 Call_To_Action
Aug 25, 2025 5 likes Why Canadians Are Turning Against …
We shouldn't be paying for health care for non Canadians, Period!!!
We shouldn't be paying for health care for non Canadians, Period!!!
Identity Attack0.3817989
Insult0.08508729
Profanity0.020920247
Threat0.011172019
Severe Toxicity0.013414118
Moderate 0.3234372 Moderate Con 0.318 Policy_Critique
Feb 24, 2026 94 likes 'We do know that there's …
give it a few years these indians will be saying they are canadian just like how pakistanis in england believe they are english.
give it a few years these indians will be saying they are canadian just like how pakistanis in england believe they are english.
Identity Attack0.39773783
Insult0.16480011
Profanity0.059948977
Threat0.010162249
Severe Toxicity0.013672344
Moderate 0.3234372 Low Con 0.201 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I don’t get any of this. These Canadians are whining about immigrants. If you’re not native, then you’re an immigrant.
I don’t get any of this. These Canadians are whining about immigrants. If you’re not native, then you’re an immigrant.
Identity Attack0.36803186
Insult0.1935001
Profanity0.02932342
Threat0.0064727063
Severe Toxicity0.0076293945
Moderate 0.3234372 Moderate Con 0.35
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
II THINK SOME OF MY FELLOW CANADIANS FORGET WE DONT HAVE FREE SPEECH. YALL ARE GOING TO PRISON.
II THINK SOME OF MY FELLOW CANADIANS FORGET WE DONT HAVE FREE SPEECH. YALL ARE GOING TO PRISON.
Identity Attack0.1035157
Insult0.14512913
Profanity0.02392626
Threat0.1401159
Severe Toxicity0.013478675
Moderate 0.3234372 Moderate Con 0.329 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
in before CANADIAN POO EATING FESTIVAL 2026
in before CANADIAN POO EATING FESTIVAL 2026
Identity Attack0.09410924
Insult0.23237456
Profanity0.1612468
Threat0.010110466
Severe Toxicity0.016125489
Moderate 0.32289913 Low Con 0.188
Jan 27, 2026 Inside Canada's Indian Invasion...
Before IRCC could take any actions for these frauds, those frauds get married and get pregnant so they can sponsor their parents on a grandparent express visa system using a newborn childs canadian birth certificate …
Before IRCC could take any actions for these frauds, those frauds get married and get pregnant so they can sponsor their parents on a grandparent express visa system using a newborn childs canadian birth certificate 😂😂😂😂😂😂as visa document
Identity Attack0.084182754
Insult0.30797598
Profanity0.034146797
Threat0.009100696
Severe Toxicity0.009536743
Moderate 0.32289913 Low Con 0.276
Sep 27, 2025 1 likes IRCC Names India in Study …
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science …
2.9 million housing issues have been resolved for some homeless Canadians. There is a shortage of high-school science teachers. Students have to wait more than a year to get grade 11 physics and other science courses like biology. I think 2.9 million would free up some classes. It's kind of difficult to make doctors in Canada, if you don't have your high-school science. I hope this will free up the healthcare system because it is pure garbage. I have been waiting a year and a half for a surgery! Joke Government. Corrupt and Incompetent! Polygraph, Audit, Drug Test all of Government!! It's a DISGRACE!!
Identity Attack0.04951127
Insult0.3388922
Profanity0.07126612
Threat0.007197669
Severe Toxicity0.0062561035
Moderate 0.32236105 Constructive 0.699 Policy_Critique
Feb 15, 2026 2.9 million Canadian temporary visas …
I call B.S. and if it is true it's not good enough. Deport them all now. Canada is for Canadians.
I call B.S. and if it is true it's not good enough. Deport them all now. Canada is for Canadians.
Identity Attack0.33352965
Insult0.1342682
Profanity0.041160982
Threat0.09623027
Severe Toxicity0.015415368
Moderate 0.32236105 Moderate Con 0.325
Dec 30, 2025 Deportations From Canada at Their …
Considering that the indigenous Canadians aren't white, and Canadians of European ancestry decided to move from Europe to Canada, why are white Canadians complaining about other immigrants? If you prefer to be among white people, …
Considering that the indigenous Canadians aren't white, and Canadians of European ancestry decided to move from Europe to Canada, why are white Canadians complaining about other immigrants? If you prefer to be among white people, wouldn't you move to Europe?
Identity Attack0.40158966
Insult0.08434689
Profanity0.02522431
Threat0.007327127
Severe Toxicity0.008392334
Moderate 0.32236105 Moderate Con 0.428 Moral_Argument
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t …
They should deport all asylum seekers if they want to save Canada cause they do nothing still get money and all other benefits same as Canadian would get, infact they get more benefits. Problem isn’t the international students the real problem is illegal immigrants
Identity Attack0.37507164
Insult0.15911613
Profanity0.019963788
Threat0.014048163
Severe Toxicity0.009994507
Moderate 0.32236105 Moderate Con 0.393
Aug 25, 2025 Why Canadians Are Turning Against …
as a canadian; they have ruined our nation
as a canadian; they have ruined our nation
Identity Attack0.28034934
Insult0.15236975
Profanity0.054437835
Threat0.039947584
Severe Toxicity0.010299683
Moderate 0.32236105 Moderate Con 0.347 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather …
How about that government suport Canadian financially to and encourage them to bring babies? It would be cheaper for the government to do so and it keeps the fabric of Canada by Canadian themselves rather than bring so many immigrants who do not integrate in the society and they come to invade , destroy ,and rob the country and peiple because their religion encourage them to do so.
Identity Attack0.36702603
Insult0.16868424
Profanity0.018597418
Threat0.039602257
Severe Toxicity0.013285006
Moderate 0.32236105 Moderate Con 0.442 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
In Edmonton Indians are demanding that Canadian elections be changed to accommodate Indian culture. Go home if you don’t like our traditions
Identity Attack0.37361985
Insult0.12883772
Profanity0.025360947
Threat0.010421164
Severe Toxicity0.009994507
Moderate 0.32236105 Low Con 0.274 Identity_Assertion
Sep 27, 2025 Why Canadians Are Turning Against …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who sit in malls, stand at streetcorners, wander and sleep in our parks. I no longer feel safe walking my dog. I am told to take my fnnn dog off the road. It's their road. Like he!!. My family came here as immigrants, paid their own way, bought real estate and never ever asked anyone for help. We even had to pay for our own healthcare before the NDP eventually intoduced national healthcare. And don't kid yourself, the refugee you find to get freebees off the Canadian taxpayers are not always poor. They keep their investments in Swiss, German, UK and US banks. Canadians are way too laid back and let this happen.
Identity Attack0.34324843
Insult0.24561718
Profanity0.10240069
Threat0.009955117
Severe Toxicity0.017287504
Moderate 0.32182294 Constructive 0.629 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when …
Isn't canada white occupied country on blood of native canadians so finally truth is no one is illegal from stolen land....karma came back to them that's it nothing else you have right to complain when you are natives if you're not don't cry
Identity Attack0.36702603
Insult0.16795322
Profanity0.030639706
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.32182294 Moderate Con 0.462
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian govt is spineless
Canadian govt is spineless
Identity Attack0.19298288
Insult0.27763805
Profanity0.085167445
Threat0.008285114
Severe Toxicity0.008277893
Moderate 0.32182294 Low Con 0.23
Sep 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and safety, our system laughed, took our money, religous beliefs, living spaces, and jobs to people to hate us.
Identity Attack0.20680901
Insult0.27146968
Profanity0.021876704
Threat0.0091524795
Severe Toxicity0.007858276
Moderate 0.32182294 Constructive 0.585 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Why are the Islamic immigrants having children, and the government gives them more money, but Canadians can not afford to have children or feed the children they have.
Why are the Islamic immigrants having children, and the government gives them more money, but Canadians can not afford to have children or feed the children they have.
Identity Attack0.38230872
Insult0.10148193
Profanity0.020920247
Threat0.008764107
Severe Toxicity0.011138916
Moderate 0.32182294 Moderate Con 0.302
Aug 25, 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.