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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: "If your country is so …" 3,912 comments · Page 26 of 157
They have destroyed their country and migrating all over the world. Illegal stuffs and scammers. They’re like Muslims, they don’t integrate but rather always want to change the country where they go to.Although they’re some …
They have destroyed their country and migrating all over the world. Illegal stuffs and scammers. They’re like Muslims, they don’t integrate but rather always want to change the country where they go to.Although they’re some decent ones
Identity Attack0.5948528
Insult0.47384647
Profanity0.22552395
Threat0.026652548
Severe Toxicity0.09912638
Moderate 0.54325575 Moderate Con 0.324 Identity Attack Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one …
Have you never seen any progressive and good side of the Indians' contribution?? I think you should go listen to P.M Macron's speech in IT summit that happened recently in India. Just because of one ill-literate stupid person who ate the cow-dung doesn't represent the whole of India. There are some stupid people in every country. Its a sensible and a resonable think to understand such realities. Before you talk about India please read and have some knowledge about each state then you'll understand each state is very different and a country by itself. Considering that all Indians are bad is not smart or nice. Looks like you are expecting some changes, ok, then try and work on for that rather than hating Indians as a whole.
Identity Attack0.36702603
Insult0.6109131
Profanity0.26735115
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.54325575 Constructive 0.739 Insult Moral_Argument
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all …
It's 😢sad that India 🇮🇳 people come try take over Canada 🇨🇦, terrorists, smugglers, scammers and liars most of it is Justin Trudeau fault and left for us to redeem back our country. That's all b""t and Mark carney not helping. Thats my opinion
Identity Attack0.46028158
Insult0.5678696
Profanity0.114160895
Threat0.011793415
Severe Toxicity0.02402156
Moderate 0.54325575 Moderate Con 0.483 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears…. Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
👏👏👏Well Done Pedo-‘fle’ Canada🇨🇦. You build a country, a nation, the blood, sweat, and tears…. Only to just hand it all off on a plate to (🇵🇰🇧🇩🇮🇳). Absolute Degeneracy, and an utter Disgrace. 🤮🤮🤮🤮👎👎👎👎
Identity Attack0.3895355
Insult0.5130944
Profanity0.19770569
Threat0.061412923
Severe Toxicity0.16960317
Moderate 0.54325575 Low Con 0.266 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Who is this schmuck Tyler Oliveira, and why is he here in Canada. Almost 9m subs?! The very title, subject matter, interview questions and presentation are racist. Just read the comments, and … surprise! You …
Who is this schmuck Tyler Oliveira, and why is he here in Canada. Almost 9m subs?! The very title, subject matter, interview questions and presentation are racist. Just read the comments, and … surprise! You get 24K people liking this comment: “Wanting your country not to turn into India is not racist.” Whoosh. 🙄
Identity Attack0.32476485
Insult0.57566804
Profanity0.11230402
Threat0.008103873
Severe Toxicity0.023076924
Moderate 0.54325575 Moderate Con 0.322 Insult Meta_Commentary
Feb 3, 2026 Inside Canada's Indian Invasion...
Canada safe country until you see your rival who killed your goat
Canada safe country until you see your rival who killed your goat
Identity Attack0.105256535
Insult0.46173862
Profanity0.2659008
Threat0.5195707
Severe Toxicity0.044870634
Moderate 0.54325575 Low Con 0.235 Threat
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in …
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in our Christian Country...the Federal Govt is openly betraying the People..PM Carny just stating Muslim Values are Canadian Values...NO THEY ARE NOT, we were built on the Europea Christian dysprosium get over it , you come here...when in Rome act like a Roman don't shit on our beaches, throw trash on the side of the road, and quit trying to scam every rule and regulation..and most of all keep telling Canadians to die and burn our Flag, the backlash is coming, you have been warned
Identity Attack0.55044734
Insult0.5130944
Profanity0.4033339
Threat0.058503386
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.379 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Indian hindu in india want hindurashtra but thier child live in christian country they are hypocrite
Indian hindu in india want hindurashtra but thier child live in christian country they are hypocrite
Identity Attack0.53446084
Insult0.5270482
Profanity0.29209393
Threat0.049774777
Severe Toxicity0.16960317
Moderate 0.54325575 Low Con 0.146 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Way too many Indians ... Jagmeet and Trudeau ruined this country
Way too many Indians ... Jagmeet and Trudeau ruined this country
Identity Attack0.58354634
Insult0.4339631
Profanity0.08549073
Threat0.054624002
Severe Toxicity0.02458496
Moderate 0.54325575 Moderate Con 0.306 Identity Attack Identity_Assertion
Feb 14, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Trumpistan is a fly over country.
Trumpistan is a fly over country.
Identity Attack0.045610838
Insult0.35553533
Profanity0.0014899514
Threat0.0006686507
Severe Toxicity0.00001175176
Moderate 0.53693086 Humor_Satire
Dec 9, 2025
India is worlds worst country ever, that's the reason..
India is worlds worst country ever, that's the reason..
Identity Attack0.57150364
Insult0.40698266
Profanity0.2376073
Threat0.025789235
Severe Toxicity0.11756202
Moderate 0.53579444 Low Con 0.184 Identity Attack
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
I can't stand what the country has become; the immigrants of the last 10 years destroyed it. Can't stand the indians
I can't stand what the country has become; the immigrants of the last 10 years destroyed it. Can't stand the indians
Identity Attack0.6007182
Insult0.36798462
Profanity0.21564959
Threat0.063999176
Severe Toxicity0.06101104
Moderate 0.53579444 Moderate Con 0.404 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
Am sick and disgusted to the bone how Trudeau bring the wrong people into the country. So many are crooked, racist, corrupt, moved among their own and only support their own people. This is not …
Am sick and disgusted to the bone how Trudeau bring the wrong people into the country. So many are crooked, racist, corrupt, moved among their own and only support their own people. This is not the Canada we use to know.
Identity Attack0.33675182
Insult0.5739874
Profanity0.075792134
Threat0.008531082
Severe Toxicity0.022452017
Moderate 0.53579444 Moderate Con 0.392 Insult
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Whites invaded countries, destroyed them looted trillions of dollars -> Upliftment, Amen. Others coming as immigrants -> Invasion 🤡
Whites invaded countries, destroyed them looted trillions of dollars -> Upliftment, Amen. Others coming as immigrants -> Invasion 🤡
Identity Attack0.6007182
Insult0.40189892
Profanity0.17473823
Threat0.05203775
Severe Toxicity0.13336399
Moderate 0.53579444 Low Con 0.158 Identity Attack Moral_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Good thing Trump has secured the north border with this trash trying to get into America from Canada. Canadians will be the minority soon enough as they give their country away.
Good thing Trump has secured the north border with this trash trying to get into America from Canada. Canadians will be the minority soon enough as they give their country away.
Identity Attack0.458714
Insult0.5543018
Profanity0.15985115
Threat0.01187109
Severe Toxicity0.023076924
Moderate 0.53579444 Low Con 0.16 Insult Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
That giant ugly statue of a pagan god in my country makes me physically ill 😒
That giant ugly statue of a pagan god in my country makes me physically ill 😒
Identity Attack0.40255263
Insult0.4196762
Profanity0.33453682
Threat0.05171447
Severe Toxicity0.05473421
Moderate 0.53579444 Moderate Con 0.302 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we …
3:59 I would want to know who paid for those statues. I bet it was the city from your money guys. Just a guess. Also I dont think that Indians are bad people, that we cant live with each other I respect them. What I dont respect is mass African migration like un EU, that is crazy stuff. I would rather live in a acity with 100000 Indians than 10000 Africans because they are a fk ticking bomb, you never know if they stab someone or rap*. Indians are working, Africans cant do anything other than crimes IDK how some people still dont see this, just look at any country that took them, its same everywhere. I live in Czech Republic and we have like 10% of Vietnamese people and you dont even know they are here, all of them work, they are very polite and fit into our society very well...
Identity Attack0.5498214
Insult0.46173862
Profanity0.43669638
Threat0.3203622
Severe Toxicity0.23224458
Moderate 0.53579444 Constructive 0.713 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their …
It's not the first time Canada has changed. The first was when the Whites from Europe and UK colonized it and killed the first nations, enslaved and indoctrinated their kids into Christianity wiping out their own culture, religion & language. History is repeating itself....this time for good. @ 2:11 "the country which they (immigrants) comes from is a shit hole", yes the same way EU & UK were a shit hole for when the colonizers from EU & UK arrived in Canada, US, Latin America they bought with them lots of viral diseases and infections. Whole of pre industrial EU & UK was very much a shit hole. @ 8:55 "they live naked", well I guess this Polish man is trying to be like them. Anybody not paying taxes, creating ruckus of any kind, stealing form anywhere, not following the rules of the state should be prosecuted irrespective of their nationality, religion, race, gender, color, ethnicity, etc.
Identity Attack0.5135796
Insult0.5130944
Profanity0.44613865
Threat0.12536226
Severe Toxicity0.16960317
Moderate 0.53579444 Moderate Con 0.49 Identity Attack Insult Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing …
Deport them all!! If they can’t live the Canadian culture, then they need to get out, enough with them taking over and spewing hatred and violence. So sick of this. Canada has false leaders governing this country…it’s a shame, such evil crawling around. The goal for all these immigrants is to take control of all the countries they migrated to…enough is enough!!!🛑
Identity Attack0.5039629
Insult0.5015486
Profanity0.0913099
Threat0.15434735
Severe Toxicity0.024678862
Moderate 0.53579444 Moderate Con 0.323 Identity Attack Insult
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
you people f33ked you're country ,up just like England.
you people f33ked you're country ,up just like England.
Identity Attack0.41052565
Insult0.43296707
Profanity0.5013569
Threat0.013321015
Severe Toxicity0.22513679
Moderate 0.53579444 Low Con 0.204
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
deport them all. no more immigrants and no more refugees!! no housing, no social services, no health care, no child tax benefits, no food bank access. They wont stay long. NONE! WE ARE DONE!! We …
deport them all. no more immigrants and no more refugees!! no housing, no social services, no health care, no child tax benefits, no food bank access. They wont stay long. NONE! WE ARE DONE!! We lived like the old saying "I can change them" and we learned that we can't! They want to change us, not assimilate. The liberals have destroyed our country for votes- it makes me sick.
Identity Attack0.4911651
Insult0.48313886
Profanity0.09001675
Threat0.1319513
Severe Toxicity0.023880709
Moderate 0.52811706 Moderate Con 0.449 Call_To_Action
Feb 23, 2026 1 likes LILLEY UNLEASHED: The fall of …
The absolute trash journalism compared to Argentina is abismal. No critical analysis, just reading a teleprompter. You vote what you know. This country is doomed
The absolute trash journalism compared to Argentina is abismal. No critical analysis, just reading a teleprompter. You vote what you know. This country is doomed
Identity Attack0.41975367
Insult0.5393265
Profanity0.22429734
Threat0.008077981
Severe Toxicity0.023076924
Moderate 0.52811706 Low Con 0.234 Insult
Jan 13, 2026 Canada’s new rules in 2026
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate …
As a Canadian i just wanna say we love immigrants, ask any Canadian we love fillipinos more than other Canadians. East Indians are rude, dirty and hate our people. They deserve every bit of hate they get and i cant wait until Canadians finally send them all home. Not to mention they live like complete animals 5-10 of them in a 2 bedroom apartment (ive seen it with my own eyes delivering furniture). They then save up their money as a group buy up a business then only hire their own. They are a disgusting group of people t hat need to be banned from every country outside of their own.
Identity Attack0.5707127
Insult0.5332045
Profanity0.19401662
Threat0.045572113
Severe Toxicity0.15179962
Moderate 0.52811706 Constructive 0.523 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Anything/everything Ottawa has to do with is a crooked corrupt expensive joke for the country..🇨🇦🖕
Anything/everything Ottawa has to do with is a crooked corrupt expensive joke for the country..🇨🇦🖕
Identity Attack0.13163337
Insult0.5678696
Profanity0.16357292
Threat0.0074306927
Severe Toxicity0.023076924
Moderate 0.52811706 Low Con 0.119 Insult
Dec 31, 2025 Deportations From Canada at Their …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen …
KKKanada wants to send people back, lets start by sending the white settlers back to where they came from, including this white colonial bitch. Wanna criminalize migration, let's start by giving back all the stolen resources and knowledge to the indigenous people of not only this stolen land but what Imperial powers, like the British crown took and continues to take from country like India. It is amazing how quick people are to blame individuals but forget that Europe, Canada and US stole more than half of the world's resources, peoples and knowledge. There is a reason why resources, knowledge and wealth are accumulated in the West. Want to stop people from coming in? GIVE OUR DAMN RESOURCES, LAND AND KNOWLEDGE BACK.
Identity Attack0.55044734
Insult0.5177041
Profanity0.39409557
Threat0.060119797
Severe Toxicity0.16960317
Moderate 0.52811706 Moderate Con 0.425 Identity Attack Insult Moral_Argument
Sep 30, 2025 IRCC Names India in Study …

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.