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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: "Other nations don't have an …" 521 comments · Page 6 of 21
This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many …
This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many compalining about indians in the west ..dint realise the globalist plan and r also as braiwnashed as the indians who r actually seaking asylum from the designed poverty corruption and pollution ..the govt programs on cleaning up rivers and the nation have all been pilfered by the corrupt polticians who r the same ones runnig npart of the drug networks from golden traiangle, india , golden crescent ,dubai , israel, rotterdam...mexico.. And they use these routes for human trafficking... All the people are caught up in between this devil and the dark deep sea.. Utube : wire manipur CM dtuglord brind asp Utube : ntt manipur CM druglord brinda asp Utube : esptein dubai Utube : epstein saudi Human and child trafficking pivots on this crypto neo caliphate aixs for decades...now they are weaponsing it to create global chaos and tension between cultures .. Utube : esptein kashoggi octopus
Identity Attack0.32184324
Insult0.4534306
Profanity0.22643133
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.458 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
People looking at me like I’m a migrant and I’m First Nations frigging euro migrants complaining about migrants lol
People looking at me like I’m a migrant and I’m First Nations frigging euro migrants complaining about migrants lol
Identity Attack0.44690517
Insult0.3388922
Profanity0.32658687
Threat0.015602129
Severe Toxicity0.023270357
Moderate 0.42349213 Moderate Con 0.383 Humor_Satire
Aug 25, 2025 Why Canadians Are Turning Against …
If they are coming from India and they, the Canadian government, know most of them are non-compliant, place those tracking ankle bracelets on those Indian foreign nationals, track every single one of them down, and …
If they are coming from India and they, the Canadian government, know most of them are non-compliant, place those tracking ankle bracelets on those Indian foreign nationals, track every single one of them down, and deport them. They don't belong here.
Identity Attack0.50588524
Insult0.26957804
Profanity0.04216301
Threat0.08703069
Severe Toxicity0.023076924
Moderate 0.41910073 Moderate Con 0.371 Identity Attack Fear_Threat
Oct 1, 2025 IRCC Names India in Study …
Also Tyler let’s not forget that England a predominately anglo nation threw human feces and garbage during the Middle Ages 😂
Also Tyler let’s not forget that England a predominately anglo nation threw human feces and garbage during the Middle Ages 😂
Identity Attack0.30103904
Insult0.37279442
Profanity0.22572558
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.40614098 Low Con 0.185 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It was an awful sneaky way of getting rid of Canadians born here. No concentration camps with firing squads & ovens,, lots of poisoned food even barely affordable & poison prescriptions & refusal of medical …
It was an awful sneaky way of getting rid of Canadians born here. No concentration camps with firing squads & ovens,, lots of poisoned food even barely affordable & poison prescriptions & refusal of medical care because you’re old… Yah sneaky way of performing a genocide. Typical liberalifascist government I quote Trudeau on the open borders immigration strategy; ‘The very concept of a national founded by European settlers is offensive to me. Old Stock white Canadians are an unpleasant relic & quite frankly replaceable. And we will replace them.’ So you tell me what group of people do they want dead?
Identity Attack0.42615733
Insult0.39743927
Profanity0.07643871
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.40336934 Moderate Con 0.459
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
That's crazy a Canadian city worker is being silenced because of Indian nationals. No Indian in India would be silenced if you were there.
Identity Attack0.46028158
Insult0.34626248
Profanity0.06796519
Threat0.0101363575
Severe Toxicity0.015415368
Moderate 0.4014846 Constructive 0.515 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
We have veterans eating out of garbage cans, shame on this nation…
We have veterans eating out of garbage cans, shame on this nation…
Identity Attack0.10221587
Insult0.40243408
Profanity0.058445938
Threat0.007974415
Severe Toxicity0.010986328
Moderate 0.4014846 Moderate Con 0.305 Moral_Argument
Jan 15, 2026 Canada’s new rules in 2026
We're a third world welfare destination country.... Canada is a failed nation
We're a third world welfare destination country.... Canada is a failed nation
Identity Attack0.38208112
Insult0.40243408
Profanity0.038655918
Threat0.0072882893
Severe Toxicity0.014317908
Moderate 0.4013387 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...
Stolen land!! What ever!! A native teen got shot dead when he was on the "property"of a "land owner", He was sleeping in the back of the car. They had broken down near by and …
Stolen land!! What ever!! A native teen got shot dead when he was on the "property"of a "land owner", He was sleeping in the back of the car. They had broken down near by and were asking for help, he saw they were native and just got indignant, entitled and privileged. He saw , he knew ..stolen land, what3ver!! Those WhoSay that don't even know a first Nations person. I stand by our immigration rules❤. You break our laws, you face the consequences ❤. Deport them ❤.
Identity Attack0.36702603
Insult0.28586254
Profanity0.06646215
Threat0.34804323
Severe Toxicity0.023106033
Moderate 0.4013387 Constructive 0.564 Moral_Argument
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to …
"Rape is not against their culture" how much of his life did he spend in Africa!? Africa is 54 nation states all kinds of tribes, cultures, climate, land scapes religions how was he able to condemn all in such a short sentence!? Is he even mentally sound!?
Identity Attack0.36702603
Insult0.27558193
Profanity0.12035047
Threat0.08703069
Severe Toxicity0.023076924
Moderate 0.4013387 Moderate Con 0.411 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
DEMOLISH WEF, WHO, UN & EU ORGANIZATIONS. THEY ALL PLAY A ROLL IN DESTROYING OUR NATIONS. DEMOLISH THEM! TAKE THEIR RIGHTS AWAY! NOW! RIOT DO SOMETHING.
Identity Attack0.2308735
Insult0.25602314
Profanity0.0816113
Threat0.43656045
Severe Toxicity0.023076924
Moderate 0.39987978 Low Con 0.181 Call_To_Action
Nov 21, 2025 1 likes Thousands of refugees allowed into …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a …
All the recent Indian immigrants interviewed seem to be very kind, hardworking people who are just trying to create a better life for their families. Then I read the comment section and it's just a bunch of people spewing vitriol towards Indian immigrants. "Canada isn't supposed to look like India". What the hell is Canada supposed to look like, to me it just looks like America, what "Canadian national identity" do you really have?
Identity Attack0.38230872
Insult0.26957804
Profanity0.36230123
Threat0.008272167
Severe Toxicity0.023076924
Moderate 0.39915034 Constructive 0.656
Oct 9, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
I am a First Nations person and I cannot get a job because of these immigrants
I am a First Nations person and I cannot get a job because of these immigrants
Identity Attack0.46614665
Insult0.23237456
Profanity0.096805766
Threat0.009696201
Severe Toxicity0.02116089
Moderate 0.3977292 Moderate Con 0.459
Aug 25, 2025 Why Canadians Are Turning Against …
I mean, I'm an Indian and I am not offended by this video. But, who's suppressing Punjabis in india? Why are they lying? What's the purpose of dividing your own nation? They can't even call …
I mean, I'm an Indian and I am not offended by this video. But, who's suppressing Punjabis in india? Why are they lying? What's the purpose of dividing your own nation? They can't even call cannada their home country and not even india. Shameful.
Identity Attack0.3825363
Insult0.37960073
Profanity0.058445938
Threat0.010395273
Severe Toxicity0.014898917
Moderate 0.3977292 Constructive 0.633 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing …
HEY!!!!!!! Can you stay focused on the real bad guy!!! You know...the guy in the U.S. trying to make treaties and deals that benefit HIS Nation!!!! I know he isn't sneaking accross your border, robbing people, stealing, beating, killing, shooting, selling drugs, sucking up free Canadian tax dollars in free benefits, taking housing and medical care away from citizens...BUT the " we got your back Carney " msm tells me that the U.S. ( which buys 70+% ) of Canadian exports..is the real problem.
Identity Attack0.17070955
Insult0.35505778
Profanity0.108590275
Threat0.1954604
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.503 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada is christian nation,so please most out those pagan gods from land of jesus.
Canada is christian nation,so please most out those pagan gods from land of jesus.
Identity Attack0.46028158
Insult0.33964422
Profanity0.0935729
Threat0.021300001
Severe Toxicity0.022452017
Moderate 0.3969567 Low Con 0.184 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Why are indians terrified of nationalism in Canada?.....after-all, they voted in a nationalist gov;t in india. Because IT'S WHITE NATIONALISM......!
Why are indians terrified of nationalism in Canada?.....after-all, they voted in a nationalist gov;t in india. Because IT'S WHITE NATIONALISM......!
Identity Attack0.46614665
Insult0.17610447
Profanity0.049678206
Threat0.009307829
Severe Toxicity0.01735206
Moderate 0.3969567 Low Con 0.298
Aug 25, 2025 Why Canadians Are Turning Against …
Liberals have destroyed our nation
Liberals have destroyed our nation
Identity Attack0.37292135
Insult0.24928534
Profanity0.15371579
Threat0.071698055
Severe Toxicity0.016190045
Moderate 0.39231625 Low Con 0.268 Policy_Critique
Jul 17, 2025 1 likes How Canada broke its immigration …
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
The whole country is now flooded with India 🇮🇳 yet no one is calling this out. We’ve been invaded by millions of Indians yet no one sees this as a national travesty
Identity Attack0.44690517
Insult0.21836096
Profanity0.19155724
Threat0.038220957
Severe Toxicity0.02383376
Moderate 0.39231625 Low Con 0.274 Fear_Threat
Sep 29, 2025 2 likes IRCC Names India in Study …
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is …
@21:50 khalistan is also part of the drug network franchise that uses these comtrolled and bought routes for human trafficking This will only get worse...ur present pm is a hell bent globalists whose aim is to use thirld world as a poverty driven resouurce for labour and minerpa resources for the globalist debt system.. Many compalining about indians in the west ..dint realise the globalist plan and r also as braiwnashed as the indians who r actually seaking asylum from the designed poverty corruption and pollution ..the govt programs on cleaning up rivers and the nation have all been pilfered by the corrupt polticians who r the same ones runnig npart of the drug networks from golden traiangle, india , golden crescent ,dubai , israel, rotterdam...mexico.. And they use these routes for human trafficking... All the people are caught up in between this devil and the dark deep sea.. Utube : wire manipur CM dtuglord brind asp Utube : ntt manipur CM druglord brinda asp Utube : esptein dubai Utube : epstein saudi Human and child trafficking pivots on this crypto neo caliphate aixs for decades...now they are weaponsing it to create global chaos and tension between cultures .. Utube : esptein kashoggi octopus Googlw : insight crime mexico 800 tons india precursors
Identity Attack0.37879246
Insult0.40243408
Profanity0.22889622
Threat0.063675895
Severe Toxicity0.023599008
Moderate 0.39021665 Moderate Con 0.486 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Imperial nations invade other regions. Capitalist west destabilizes nations on a regular basis world wide then dudes like Tyler make videos of losing their Western traditions hahahahahaha victim card is crazy
Identity Attack0.22707681
Insult0.34237885
Profanity0.12286829
Threat0.012440704
Severe Toxicity0.014253352
Moderate 0.38811707 Low Con 0.186 Comparative_Framing
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Punjabi's don't eat cow, poop or worship animals. These arent the call center type of browns. There's a bed bunch in every race or nationality. + Props to Tyler exposing this
Punjabi's don't eat cow, poop or worship animals. These arent the call center type of browns. There's a bed bunch in every race or nationality. + Props to Tyler exposing this
Identity Attack0.35948995
Insult0.24767025
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.023645958
Moderate 0.38601747 Constructive 0.575 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Another group going to ruin a Christian nation
Another group going to ruin a Christian nation
Identity Attack0.3825363
Insult0.086852804
Profanity0.10425757
Threat0.2836219
Severe Toxicity0.018384963
Moderate 0.3827457 Low Con 0.168 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I bet the First Nations felt much worse when not too long ago we were locking there children in residential schools and killing them.
I bet the First Nations felt much worse when not too long ago we were locking there children in residential schools and killing them.
Identity Attack0.10221587
Insult0.083359696
Profanity0.10611444
Threat0.5195707
Severe Toxicity0.023076924
Moderate 0.3811502 Moderate Con 0.485 Threat Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post …
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post national Chinada. Because We don t have our french country or state. The freak liberal from Ottawa push multi culturalisme Law to wipe us from our french state and Hope soon to be country or state. We dont want to lose our french heritage and it will be great if We can become the first french state of america or french country. Thx to expose the fail country of Canada
Identity Attack0.36702603
Insult0.3682569
Profanity0.21564959
Threat0.05397744
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.469 Identity_Assertion
Jan 27, 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.