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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: "Canadians are some of the …" 3,707 comments · Page 23 of 149
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s …
5:19 the guy on the bike is crazy for saying that !! 1) thats definitely not African culture, with Africa being a continent so generalising is outrageous, cause with that I can say North America’s culture is mass shootings, Pedophilia and rape also (see how that doesn’t actually make sense) . And secondly Canada had more rapes per 100,000 than a lot of countries in Africa so I guess it’s Canadian culture too 🤷🏽‍♀️
Identity Attack0.44690517
Insult0.4378843
Profanity0.2258264
Threat0.13245705
Severe Toxicity0.031420294
Moderate 0.47886392 Constructive 0.516 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our …
Oh the IRONY! If you aren't First Nations, you ARE an immigrant. Why don't you actually all make an effort to learn at least a few words in our languages; the ACTUAL languages of Our country 🙄. You can't be that dumb. I'm not trying to be harsh, but most of us speak our language and 1 or 2 languages from the European settlers here. It really suits everyone here to never bring Indigenous people into your conversations while you call it "Your country, your 'Canada', you culture". Everyone who's ancestors aren't from need to do better. It blows my mind how you come here and fight against each other while being immigrants yourselves. You demand assimilation from others while you yourselves aren't Indigenous, and don't make the slightest effort to assimilation to OUR culture. Complete hypocrites.🤣🤣🤣 If I were you, I'd be ashamed. I can't see myself ever going to someone else's country, living in it, let alone being born in it, and have the audacity to act and speak with that amount of utter continuous ignorance and disrespect the way most of the European settlers and other settlers/"Canadians" do. Do better before complaining about each other cause, you're no better and immigrants yourselves. Oh ya, and film Native Child in the background at 7:06, the place not First Nations operated known for stealing our children and getting tons of funding to line their pockets while almost all reserves have no clean drinking water, houses breaking down, unable to get work outside due to racist from all types of immigrants (yes, including European 'Canadians'), but putting a video of a European 'Canadian' talking about not being able to afford cable and her bills. Because these things are happening to European settlers/ 'Canadians', now it's finally a problem. The IRONY.
Identity Attack0.36702603
Insult0.5130944
Profanity0.18909787
Threat0.008867673
Severe Toxicity0.023076924
Moderate 0.47886392 Constructive 0.592 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
not all Canadians, just a certain nauseating fringe
not all Canadians, just a certain nauseating fringe
Identity Attack0.4006267
Insult0.5130944
Profanity0.09098661
Threat0.0074954215
Severe Toxicity0.019998873
Moderate 0.47886392 Low Con 0.21 Insult
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Horton smells a poo (on the train) and other wild Canadian tales
Horton smells a poo (on the train) and other wild Canadian tales
Identity Attack0.2764353
Insult0.48627716
Profanity0.26098207
Threat0.0074048014
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.248 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Why? How? I'd say blame it on former Trudeau and his team of misfits that allowed criminals to enter our country. Immigrant that exceeded the limit. Allowing rights for stuff like genders and equality and …
Why? How? I'd say blame it on former Trudeau and his team of misfits that allowed criminals to enter our country. Immigrant that exceeded the limit. Allowing rights for stuff like genders and equality and all other fucked up mental issues. Government talks a big game but barely do anything. And yes blame it on the same Canadian people who voted again with liberals that started all this in the first place. It's frustrating
Identity Attack0.38230872
Insult0.4794537
Profanity0.41255033
Threat0.011379151
Severe Toxicity0.02439716
Moderate 0.47886392 Constructive 0.535
Sep 1, 2025 Why Canadians Are Turning Against …
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and …
The indian is paying more taxes than the native Canadians😂 the indians are more successful than the native canadians ao technically canada usa run by indians brains... So yeah all unemployed canadians hate Indians and racist just bcz indians are more rich then native canadians 😂😂😂...
Identity Attack0.55044734
Insult0.38406035
Profanity0.057443913
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.235 Identity Attack Economic_Argument
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
White Canadians are now the minority…lots need to change… NO MORE IMMIGRANTS….
White Canadians are now the minority…lots need to change… NO MORE IMMIGRANTS….
Identity Attack0.57150364
Insult0.26957804
Profanity0.043165036
Threat0.024062606
Severe Toxicity0.023076924
Moderate 0.47886392 Low Con 0.294 Identity Attack Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
Brampton the Canadian sewer 💩
Brampton the Canadian sewer 💩
Identity Attack0.36873037
Insult0.50440645
Profanity0.27882218
Threat0.009696201
Severe Toxicity0.024631912
Moderate 0.47886392 Low Con 0.175 Insult Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules …
The problem I saw about Indian immigrants is that they brought the bad side of their culture like dumping garbage anywhere. Don't get me wrong, Canadians do that too but the scale of disregarding rules and essentially laws in Canada is appalling. I saw a video of them literally shitting in beaches. I applaud those who are still promoting the good side in Indian culture like helping the needy and treating everyone as human beings regardless of your race, religion and origin.
Identity Attack0.50588524
Insult0.46327567
Profanity0.39409557
Threat0.011094344
Severe Toxicity0.028730227
Moderate 0.47886392 Constructive 0.775 Identity Attack Policy_Critique
Nov 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Coming from a white canadian (living in brampton for 25 years) go home we dont want u or ur job stealing kids here
Coming from a white canadian (living in brampton for 25 years) go home we dont want u or ur job stealing kids here
Identity Attack0.5135796
Insult0.40243408
Profanity0.07611542
Threat0.026479885
Severe Toxicity0.023129508
Moderate 0.47886392 Moderate Con 0.384 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
An openly racist Canadian how nice. How does he contribute to society aside from complaining and being white? Asking for a friend
An openly racist Canadian how nice. How does he contribute to society aside from complaining and being white? Asking for a friend
Identity Attack0.5135796
Insult0.40243408
Profanity0.040910475
Threat0.008000307
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.348 Identity Attack Identity_Assertion
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
I can’t stand what my country has turned into. I hate it, and I hate them. They have no respect for the country they move to. Google why you’re not allowed to have tents on …
I can’t stand what my country has turned into. I hate it, and I hate them. They have no respect for the country they move to. Google why you’re not allowed to have tents on beaches in Ontario and you’ll understand why Canadians hate these “people”
Identity Attack0.46028158
Insult0.40243408
Profanity0.1308005
Threat0.013631714
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.478 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
Identity Attack0.5135796
Insult0.45758462
Profanity0.07482228
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.456 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Canadian here! We don't want them here
Canadian here! We don't want them here
Identity Attack0.5548181
Insult0.25998658
Profanity0.07643871
Threat0.022681303
Severe Toxicity0.02378681
Moderate 0.47772613 Moderate Con 0.411 Identity Attack Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing …
This is disgusting, they should keep the images of their Gods that they worship in their temples like other religions do. WHY DO THEY HAVE TO SHOVE IT IN OUR FACES? Why are they bringing so much violence into our communities especially the Singhs. Knives and GUNS!! I"m from an immigrant family but my family assimilated... we love Canada and Canadian culture thats why we moved to Canada. I'm a brown girl born so of course i look a but like them. My family has been here for over 70 years , i belong here. Cut down on the mass immigration especially from India .
Identity Attack0.38826546
Insult0.46625584
Profanity0.17706433
Threat0.2836219
Severe Toxicity0.055630904
Moderate 0.47772613 Constructive 0.722 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
Identity Attack0.44690517
Insult0.5101222
Profanity0.05017922
Threat0.009463178
Severe Toxicity0.020644438
Moderate 0.47772613 Low Con 0.183 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadians want the Indians sent home. What is wrong with your brains in Ottawa
Canadians want the Indians sent home. What is wrong with your brains in Ottawa
Identity Attack0.46028158
Insult0.47384647
Profanity0.07126612
Threat0.008945347
Severe Toxicity0.021419114
Moderate 0.47772613 Low Con 0.22
Oct 18, 2025 Why Canadians Are Turning Against …
White Eastern Canadians are completely goywashed. They do anything to ignore the truth. This is why Alberta is separating.
White Eastern Canadians are completely goywashed. They do anything to ignore the truth. This is why Alberta is separating.
Identity Attack0.5135796
Insult0.4534306
Profanity0.13344458
Threat0.009644418
Severe Toxicity0.023076924
Moderate 0.47622904 Low Con 0.16 Identity Attack Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Spoiled ungrateful Canadians keep voting for liberal/ WEF stooges who want to replace us with the third world to stay in power.
Identity Attack0.46028158
Insult0.48627716
Profanity0.06796519
Threat0.009385503
Severe Toxicity0.023076924
Moderate 0.47622904 Low Con 0.176 Fear_Threat
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Racist Canadians were too busy being racist against Native americans.lol they forgot about our other brothers. love it.
Racist Canadians were too busy being racist against Native americans.lol they forgot about our other brothers. love it.
Identity Attack0.5135796
Insult0.40243408
Profanity0.064458095
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.47622904 Moderate Con 0.376 Identity Attack
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigration from a person not even born here like just shows how far canada has fallen now we cant even put a Canadian in charge, no lets put a immigrant in charge who in there …
Immigration from a person not even born here like just shows how far canada has fallen now we cant even put a Canadian in charge, no lets put a immigrant in charge who in there right mind does that liberals are all losers.and what india is at war with who ,makes no sense persecution because they beoke the law in there country and dont want to face charges over there they come here and cry and suck there thumb hoping that they can stay ,time to deport them all and send the Immigration dummy with them.
Identity Attack0.4139151
Insult0.5130944
Profanity0.22663295
Threat0.056240413
Severe Toxicity0.02406851
Moderate 0.47622904 Low Con 0.241 Insult Identity_Assertion
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to …
Canadians have been labelled racists; Indians have refused to adopt the Canadian way of life. They are dirty, rude, blame deflectors in the workplace. I have been replaced by Indians in the workplace due to claims of "racism" just for calling out issues created and perpetuated by Indian colleagues. How many scam calls are we all getting now, how many jobs are we losing to them now, how many incentives are companies exploiting by hiring them just to drive profits now? I have a university degree and cannot get a job after such terrible experiences with these people in the workplace so I am going back to school in order to enter a type of industry they have not 'yet' taken over. Boomer thinking, their voting of Liberals and media brainwashing of "cultural diversity" has brought these issues to the boiling point. Enough is enough! Go back to India!
Identity Attack0.4911651
Insult0.48627716
Profanity0.08678388
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.47473195 Constructive 0.635
Jul 23, 2025 1 likes How Canada broke its immigration …
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Federal liberals screwed Canadians Canada is broken Humpty Dumpty can never be put back together again Alberta needs to separate from broken Canada
Identity Attack0.3908055
Insult0.48484445
Profanity0.26735115
Threat0.0116639575
Severe Toxicity0.023152983
Moderate 0.47323486 Low Con 0.141 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
He's right! 3:17 once these brownnies get in office, or Canadian politics, that's there foot in the door to passing whatever laws they want because then they multiply like rats and take over. One day …
He's right! 3:17 once these brownnies get in office, or Canadian politics, that's there foot in the door to passing whatever laws they want because then they multiply like rats and take over. One day you non-brownnies will be the minority and the majority will be...guess who? And one day there will be a name change from canada to new india! Now you know how the Indigenous felt when you took over their lands, now the other indians are taking over! This is not being racist but a fact!
Identity Attack0.49032792
Insult0.48627716
Profanity0.14930901
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.47323486 Constructive 0.512
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh …
I live in Brampton. I'm a Punjabi, North Indian. These old farts just want to complain about nothing. They are happy as long as Punjabis are making samosas and working hard labour jobs but oh no no Indians can't be in the government even though they have been living in the Brampton and GTA area for generations they are overlooked as real citizens but now that things have changed social media pages and channels like this have been for the past 3-4 years spreading propaganda about Indians ruining Canada or some stupid shit like that. This video is just highlighting how easy it is to make this divisive content. This is in similar lines to those Instagram reel pages that post every little mistake Indian people do and get recorded and shamed for it online. Other races do the same shit but those pages only post about Indians. Target a specific group, even though all races have people like that. Racism needs a target race, it's like a hate group that's now festering online. I don't see these racists outside, but I know they are there silently judging me sitting in a public place. As for the amount of Immigrants, complain to your government. Actually try to make a change instead of being racist and divisive. This is not a solution, in fact it's the opposite of an actual solution that would work. All I see is Indian people especially in Brampton are hard workers that work 10+ hour shifts for minimum pay living paycheck to paycheck, and they are getting exploited by the companies that are Canadian but no one wants to talk about that, let's just complain about an ethnic group instead. Damn schizos.
Identity Attack0.48915586
Insult0.47787863
Profanity0.4001375
Threat0.06658544
Severe Toxicity0.16960317
Moderate 0.47173777 Constructive 0.706
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)

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.