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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: "I like you " 2,805 comments · Page 16 of 113
You know, we in the US used to resent Canada because they seemed kinder and more generous. We were jealous of that. Americans seemed harsher and greedy. Now I feel very sorry for Canadians. It …
You know, we in the US used to resent Canada because they seemed kinder and more generous. We were jealous of that. Americans seemed harsher and greedy. Now I feel very sorry for Canadians. It is already a seriously divided country . And it looks like if they continue with generosity to these immigrant hordes they are going to be overwhelmed . What a shame!! Such nice caring people. They are being fleeced and are beginning to look foolish
Identity Attack0.4006267
Insult0.6120431
Profanity0.15635987
Threat0.0084793
Severe Toxicity0.02167734
Moderate 0.568186 Constructive 0.612 Insult
Mar 18, 2019 6 likes How much do refugees and …
The men don't seem too worried like the women are. India is the rape capital of the world, bringing millions of them here isn't safe for us women!
The men don't seem too worried like the women are. India is the rape capital of the world, bringing millions of them here isn't safe for us women!
Identity Attack0.57150364
Insult0.45135358
Profanity0.31402156
Threat0.13397428
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.383 Identity Attack Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Damn, that's a hard pill to swallow, indeed. It's like an invasion, wake up, West!
Identity Attack0.039972372
Insult0.3388922
Profanity0.6069483
Threat0.018882722
Severe Toxicity0.029626917
Moderate 0.56269526 Moderate Con 0.327 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
India as a country shouldn't be allowed to have such a high population like they do today, lest we dirty up the human gene pool
India as a country shouldn't be allowed to have such a high population like they do today, lest we dirty up the human gene pool
Identity Attack0.6007182
Insult0.4196762
Profanity0.2847897
Threat0.34804323
Severe Toxicity0.35184112
Moderate 0.56269526 Low Con 0.176 Identity Attack
Jan 27, 2026 Inside Canada's Indian Invasion...
Michhelle may be righ 40% of the time but she is an ahole 100% 😂 also yes ,they are using the student visa to migrate ,they probably not the more likeable people for some, but …
Michhelle may be righ 40% of the time but she is an ahole 100% 😂 also yes ,they are using the student visa to migrate ,they probably not the more likeable people for some, but they are working and trying to get ahead …just like you , your parents or grandparents did ,you people are just being racist towards the Indians , all of you are migrant decedents ,and don’t even try the “we didi it the righ way” bs for is stupid , also you colonize and practice genocide of the locals but we don’t add that to the conversation right ? Im a migrant,did it “ right way” but understand not everyone can, why wouldn’t ( as long they don’t commit an actual crime) they have a chance also? This is not my canada , we are not the usa or europe, we are better.
Identity Attack0.45348886
Insult0.5739874
Profanity0.33453682
Threat0.08089764
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.668 Insult
Oct 17, 2025 IRCC Names India in Study …
Paint pigs lizards or dogs or crosses where Muslims like to pray outside , They consider killing lizards and people and doga as earning points to get into heaven
Paint pigs lizards or dogs or crosses where Muslims like to pray outside , They consider killing lizards and people and doga as earning points to get into heaven
Identity Attack0.57150364
Insult0.4378843
Profanity0.27747265
Threat0.3993542
Severe Toxicity0.25624833
Moderate 0.56269526 Low Con 0.218 Identity Attack
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
i wish the government would stop confiscating my money to pay for all this crap - even like CBC
Identity Attack0.015757138
Insult0.5130944
Profanity0.44431314
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.56269526 Low Con 0.296 Insult
Dec 11, 2017 55 likes How much do refugees and …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people …
All this BS please, if you want to know why the racist immigrants are here taking over the country they escaped, for being poor and raped and beheaded, Islam is the worse kind of people they have let in, they aren't looking for peace they are looking for power EVEIL power, please ask the LIBERALS Why they are here, and when getting a job WHAT HAPPENED to CANADIANS FIRST, Canada I doomed, doomed if you are in your 20's 30's you may still experience the hate, they already speak their own language, refusing to speak English, refusing to serve people who are different from them, Canada is letting in selfish ignorant people, everything we Canadians say or ask them to is discrimination, they dress their way they run businesses their way, just like in their country, AND WHY ? because the Canadian government is weak, they can't defend the country or it's people shame on this Liberal government, they totally suck.
Identity Attack0.55044734
Insult0.5130944
Profanity0.27274927
Threat0.13313138
Severe Toxicity0.16960317
Moderate 0.56269526 Moderate Con 0.457 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
I went through a drive thru in Weyburn Saskatchewan and almost shit my pants when I seen (1) white guy working there, 99% Indian in the smack dab middle of the country, and it’s like …
I went through a drive thru in Weyburn Saskatchewan and almost shit my pants when I seen (1) white guy working there, 99% Indian in the smack dab middle of the country, and it’s like this everywhere. Have heard half a dozen times from separate ppl that they were asked if they spoke Hindi or Punjabi to work at Tim Hortons because “all the staff spoke it” they take our jobs because they accept lower wages. I’m just fatigued, it just sucks because I know the vast majority of Indians before 2020 were actually nice and adaptable decently well. Now when you go out to eat or buy groceries you don’t even get a “have a nice day” which is a Canadian custom IMO. Most of the time besides the transaction details, they will not speak to you.
Identity Attack0.5135796
Insult0.47384647
Profanity0.541926
Threat0.06820184
Severe Toxicity0.2391185
Moderate 0.56269526 Constructive 0.724 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like …
honestly the guy on the bike said it best: sure there are some street shitters here but hey so do the chinese. and the majority of Indians are good people who don't cause problems like the Muslims and Africans in Dearborn MI. furthermore they actually do contribute to the economy unlike Somalis
Identity Attack0.5548181
Insult0.489133
Profanity0.48510036
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.56269526 Constructive 0.655 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Complaining about Indians in Canada is next level dumbness when the county is like 90% white European colonisers that invaded the land. As a native, yeah, I prefer the Indians.
Identity Attack0.5485698
Insult0.5678696
Profanity0.1719469
Threat0.008427517
Severe Toxicity0.023076924
Moderate 0.55739564 Moderate Con 0.414 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
We like immigrants.....just not arrogant, inconsiderate punjabis
We like immigrants.....just not arrogant, inconsiderate punjabis
Identity Attack0.55044734
Insult0.54471385
Profanity0.20592089
Threat0.011094344
Severe Toxicity0.028730227
Moderate 0.55739564 Moderate Con 0.31 Identity Attack Insult Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Some people still vote liberal they are like sheep!
Some people still vote liberal they are like sheep!
Identity Attack0.28034934
Insult0.6051471
Profanity0.20592089
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.55739564 Low Con 0.229 Insult Identity_Assertion
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
We didnt see any garbage though. More like envy that immigrant is beating you at the game 😂😂😂😂
Identity Attack0.4887047
Insult0.5130944
Profanity0.2664882
Threat0.034422375
Severe Toxicity0.023076924
Moderate 0.55739564 Low Con 0.212 Insult Humor_Satire
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
These rednecks had generations to make something of themselves. That one poor looking white guy in the beginning should be ashamed of his ancestors for not making his life easier. My dad came in 1974 …
These rednecks had generations to make something of themselves. That one poor looking white guy in the beginning should be ashamed of his ancestors for not making his life easier. My dad came in 1974 from India and worked his ass off. Drive a truck, taxi, and worked construction. Now I’m a CPA and my brother is a bloody doctor. No joke. In 1 generation. That’s how it’s done. It’s their own fault. They couldn’t make something of it, so we will. If you don’t like it, then just do what you tell us to do: get out.
Identity Attack0.50515765
Insult0.5497792
Profanity0.44431314
Threat0.0475118
Severe Toxicity0.16960317
Moderate 0.55739564 Constructive 0.598 Identity Attack Insult Personal_Narrative
Feb 1, 2026 3 likes Inside Canada's Indian Metropolis (Brampton)
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
I'm sick of immigrants especially Muslims, they will take over the west. Enough is Enough!!! Out of control Immigration blame the Lieberals and elbows up voters. I want my sane Canada back like 12 yrs.ago.
Identity Attack0.6413409
Insult0.4596616
Profanity0.089370176
Threat0.013165667
Severe Toxicity0.042180564
Moderate 0.55739564 Moderate Con 0.391 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
Do not let them in Canada do you see how the treat their homeland ? It looks like an open land fill only with more trash. That's what Canada is going to look like!
Do not let them in Canada do you see how the treat their homeland ? It looks like an open land fill only with more trash. That's what Canada is going to look like!
Identity Attack0.43896464
Insult0.563347
Profanity0.096805766
Threat0.0083886795
Severe Toxicity0.023076924
Moderate 0.5566829 Moderate Con 0.354 Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Dumbass in brampton drive like its new delhi. I saw that Canada doesn't look like Canada or the Native tribal land either.
Identity Attack0.21470967
Insult0.6051471
Profanity0.32479182
Threat0.008634649
Severe Toxicity0.023505108
Moderate 0.5566829 Moderate Con 0.302 Insult Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Too liberal not conservative! 10yrs ungmder blackface started it.. if you didn't like the craphole u left don't turn this country into the craphole u left
Too liberal not conservative! 10yrs ungmder blackface started it.. if you didn't like the craphole u left don't turn this country into the craphole u left
Identity Attack0.3895355
Insult0.5678696
Profanity0.30866358
Threat0.009799767
Severe Toxicity0.02416241
Moderate 0.5566829 Low Con 0.26 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
The Irony of the guy on the bike saying that indians eat poop and rape in Africa is culture wow! I'm sure it's not our kind that eats human flesh and S/A children in the …
The Irony of the guy on the bike saying that indians eat poop and rape in Africa is culture wow! I'm sure it's not our kind that eats human flesh and S/A children in the past and it's still happening today but buddy looks like he'd be good friends with epstein😮
Identity Attack0.49855098
Insult0.46774593
Profanity0.39498812
Threat0.20544581
Severe Toxicity0.22513679
Moderate 0.5566829 Moderate Con 0.341 Moral_Argument
Feb 12, 2026 Inside Canada's Indian Invasion...
Liars how can racists like you say Indians don't integrate? Racists are the last to ask about Indians integrating. You aren't around them.
Liars how can racists like you say Indians don't integrate? Racists are the last to ask about Indians integrating. You aren't around them.
Identity Attack0.3819294
Insult0.5739874
Profanity0.15938593
Threat0.0097738765
Severe Toxicity0.023076924
Moderate 0.5566829 Moderate Con 0.322 Insult Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
If you don't like indians give visa to muslims then 😂😂😂 they will f you up
If you don't like indians give visa to muslims then 😂😂😂 they will f you up
Identity Attack0.55044734
Insult0.36798462
Profanity0.3938786
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5566829 Low Con 0.146 Identity Attack Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
All you conservatives should look in the mirror. Pierre has two of the most obnoxious Indians beside him in parliament, that's why he doesn't want to read the files, he's the biggest hypocrite of them …
All you conservatives should look in the mirror. Pierre has two of the most obnoxious Indians beside him in parliament, that's why he doesn't want to read the files, he's the biggest hypocrite of them all. That lady about the treacherous convoy, they deserved to be sent to prison just like the criminal elements from india.
Identity Attack0.49855098
Insult0.5723624
Profanity0.12727508
Threat0.079364374
Severe Toxicity0.023246882
Moderate 0.5559701 Low Con 0.261 Insult Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Our country sucks, we are planning our exit. Too many taxes, high cost of living, and every year it feels like we are more and more on the decline
Our country sucks, we are planning our exit. Too many taxes, high cost of living, and every year it feels like we are more and more on the decline
Identity Attack0.11860296
Insult0.48399165
Profanity0.41503602
Threat0.0077672824
Severe Toxicity0.023076924
Moderate 0.5559701 Moderate Con 0.42 Economic_Argument
Feb 4, 2026 Canada’s new rules in 2026
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 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.