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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: "First it was the european …" 33 comments · Page 1 of 2
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are …
0:11 White PedoFiles R@ped and target Indigenous tribes. When they arrived in Canada and Mexico this European white flesh PedoFile uncle firstly Targeted Minor girls of Indigenous tribes....In Epstein files also 99% S/x offenders are White PedoFile uncles
Identity Attack0.6458014
Insult0.5723624
Profanity0.39498812
Threat0.13785169
Severe Toxicity0.35368225
Moderate 0.6863638 Moderate Con 0.316 Identity Attack Insult Unverified_Claim
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are …
Nope It's Inside European Invasion. First All Americans should leave and then u have right to tell others. coward son of thieves and Invaders. atleast There's no Genoside done by Indians in History. Americans Are the biggest thieves & Invaders in Human History... Truth is Truth.
Identity Attack0.5948528
Insult0.6370372
Profanity0.26621178
Threat0.09623027
Severe Toxicity0.23225316
Moderate 0.6611249 Low Con 0.256 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
European canadians need to listen to First Nations and go back where they came from. More ignorant AI slop from this channel.
European canadians need to listen to First Nations and go back where they came from. More ignorant AI slop from this channel.
Identity Attack0.33675182
Insult0.62169385
Profanity0.077731855
Threat0.009437286
Severe Toxicity0.019224197
Moderate 0.57271194 Low Con 0.141 Insult Identity_Assertion
Nov 25, 2025 Inside Canada's Indian Metropolis (Brampton)
White Racist that Migrated from Europe and Hating Minorities. Native Americans Indigenous people are the First People. White Europeans Invaded Canada and Murdered Many of The Native American Indigenous People and The Native School Children …
White Racist that Migrated from Europe and Hating Minorities. Native Americans Indigenous people are the First People. White Europeans Invaded Canada and Murdered Many of The Native American Indigenous People and The Native School Children were Slaughtered and burned on school grounds. The White people are living on Stolen Land that belong to The Native American Indigenous People.
Identity Attack0.60238177
Insult0.4378843
Profanity0.11539881
Threat0.11309616
Severe Toxicity0.09385906
Moderate 0.5566829 Moderate Con 0.429 Identity Attack Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Firstly 😂 there’re no such thing as white European native Canadians 🤷‍♂️ yall are descendants of illegal aliens who’ve destroyed and killed the way of the native people’s.
Firstly 😂 there’re no such thing as white European native Canadians 🤷‍♂️ yall are descendants of illegal aliens who’ve destroyed and killed the way of the native people’s.
Identity Attack0.57150364
Insult0.42881694
Profanity0.10920923
Threat0.13815513
Severe Toxicity0.042180564
Moderate 0.51980776 Low Con 0.238 Identity Attack Identity_Assertion
Feb 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 …
You should ask the first nations people how they feel about all these white Europeans coming over and taking all their jobs.... Oh wait you killed them all.
You should ask the first nations people how they feel about all these white Europeans coming over and taking all their jobs.... Oh wait you killed them all.
Identity Attack0.48915586
Insult0.24928534
Profanity0.1696208
Threat0.4574634
Severe Toxicity0.024866661
Moderate 0.45757914 Low Con 0.283 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Europeans are first migrant of america and canada. They ruined the original people of this land and now pointing fingre to indians, what a joke 🤣🤣🤣
Identity Attack0.46028158
Insult0.26957804
Profanity0.06345607
Threat0.02613456
Severe Toxicity0.021548226
Moderate 0.39987978 Low Con 0.227 Moral_Argument
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
First it was the european invasion, now it’s the indian invasion lol
First it was the european invasion, now it’s the indian invasion lol
Identity Attack0.40713623
Insult0.14874944
Profanity0.12220735
Threat0.026307223
Severe Toxicity0.023076924
Moderate 0.37694603 Low Con 0.129 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian indian who is preaching here ,and why did british,french,italian,roman loot everything from asia and africa,central asia , middleast and invdade them and stolen everything put their country as junk yard and now all the west is entirely debt ridden,Why cry now,Stop bombing them and should not have done all this in first place since 100 of years ago,Migration is human thing ,no one can stop,its god instilled in human and this is how civilization expanded around the world..I understand ,i get the disgustian behaviour pattern of indians in the west especially the sanghis hindu extremist who were being exposed right ,left and center all over the world in social media..Like Faith says people migrate for economic reason,even that is not working any more,Leave the east and africa at peace ,lot of people will remigrate back home,..I say this for a fact.Stop bombimg them working with zionist jews pedophiles isralies who are root of all the problem that exist on face of the earth.,the banks they own,corporations they own,healthcare industry they own,diamond mines they own,weapons industry they own,drug and porn industry jews own..
Identity Attack0.37953663
Insult0.2735258
Profanity0.1413768
Threat0.13785169
Severe Toxicity0.023076924
Moderate 0.36456755 Constructive 0.571 Moral_Argument
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for …
First the english, americaans,canadians, european invaded african,asian countries and when now tables turn and Asians got after hard working,, why european crying like a child 🤣😂 bro u ruled us and now ts time for us to rule your countries in peace way 🤣
Identity Attack0.37953663
Insult0.18852992
Profanity0.06295506
Threat0.016638106
Severe Toxicity0.019611536
Moderate 0.3561489 Low Con 0.247 Comparative_Framing
Feb 12, 2026 4 likes Inside Canada's Indian Invasion...
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced. He has said we have no core identity and are the “first post national state”. These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada. So they are paid well over $320,000 bucks. And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals We’re not mandated to take the shots. I just read a piece on substack. I highly recommend you find it and read it. Quote Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction. LIONESS OF JUDAH MINISTRY SEP 09, 2025 End Quote Quote: It’s titled Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Identity Attack0.33060804
Insult0.26957804
Profanity0.04516909
Threat0.009929225
Severe Toxicity0.0126394415
Moderate 0.33504707 Constructive 0.54 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status …
**What European settlers and colonial systems did to Canadian Indigenous women:** * Sexual violence against Canadian Indigenous women with little or no legal consequence. * Forced domestic labor and exploitation. * Loss of legal status for women who married non-Indigenous men (under the Indian Act). * Destruction of matriarchal leadership structures. * Ignored disappearances and murders of Canadian Indigenous women. * Forced and coerced sterilizations without consent. **What they did to Canadian Indigenous children:** * Forced removal from families into residential schools. * Physical, sexual, and emotional abuse. * Bans on speaking Indigenous languages or practicing culture. * Malnutrition, medical neglect, and unsafe living conditions. * Deaths of children, many buried in unmarked graves. * Forced labor presented as “education.” **What they did to Canadian Indigenous men and leaders:** * Arrested, jailed, or killed leaders who resisted land theft. * Criminalized traditional governance systems. * Restricted movement with passes and permits. * Destroyed livelihoods by banning hunting and fishing. **What they did to Canadian Indigenous families and communities:** * Broke families apart through child removal policies. * Forced relocations to poor, remote land. * Starvation through controlled food rations. * Banned ceremonies, gatherings, and spiritual practices. * Chronic underfunding of housing, water, healthcare, and education. **What they did to Canadian Indigenous nations overall:** * Stole land without consent. * Broke, ignored, or manipulated treaties. * Imposed the Indian Act to control daily life. * Attempted to erase languages, cultures, and identities. * Created intergenerational trauma that continues today. These are established historical facts recognized by Canadian courts, survivor testimony, and national inquiries. Naming them accurately matters, because clarity is the first step toward truth.
Identity Attack0.36733335
Insult0.1662211
Profanity0.12551236
Threat0.13582869
Severe Toxicity0.022839356
Moderate 0.33421695 Constructive 0.631 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
You first went there as European colonizers you colonized India and half the world performed extreme brutalites for money and now you are having problem with immigrants. So, ironic and if you don’t like them …
You first went there as European colonizers you colonized India and half the world performed extreme brutalites for money and now you are having problem with immigrants. So, ironic and if you don’t like them so why you shield khalistani activist from Indian government.
Identity Attack0.36702603
Insult0.18480228
Profanity0.034397304
Threat0.014738814
Severe Toxicity0.01322045
Moderate 0.3250515 Moderate Con 0.376
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
First was Canadian invasion by Europeans now they crying😂😂😂
First was Canadian invasion by Europeans now they crying😂😂😂
Identity Attack0.2949366
Insult0.08434689
Profanity0.027820412
Threat0.010214032
Severe Toxicity0.011291504
Low Tox 0.29039988 Low Con 0.154 Humor_Satire
Feb 17, 2026 Inside Canada's Indian Invasion...
Who invade canada first : Europeans or african or Indian?
Who invade canada first : Europeans or african or Indian?
Identity Attack0.37082586
Insult0.07428485
Profanity0.024131214
Threat0.014393489
Severe Toxicity0.0118255615
Low Tox 0.28857216 Low Con 0.209 Question
Feb 11, 2026 Inside Canada's Indian Invasion...
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Ain’t this what European did to First Nations people in Canada? The f you complain about it!
Identity Attack0.048737846
Insult0.16480011
Profanity0.28364125
Threat0.008401625
Severe Toxicity0.010910034
Low Tox 0.2855005 Low Con 0.29 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying …
The worst invasion of Kanata happened when 150 to 200 years ago Europeans invaded and killed millions of Native Canadians, who's progeny now have the audacity to question the recent arrivals who are merely trying to escape poverty, poverty which again the same Europeans created in their nations too. Relax. Go to sleep. This is merely Karma at work. If you want anyone out, FIRST look at the mirror and volunteer to leave if you see a pale face there.
Identity Attack0.1808059
Insult0.16195811
Profanity0.020032106
Threat0.1115629
Severe Toxicity0.010604858
Low Tox 0.28312725 Moderate Con 0.405 Moral_Argument
Oct 6, 2025 IRCC Names India in Study …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like …
I read the comments first before watching the video, and the negativity was strong. So I watched the video expecting to hear the Indians sounding terrible and entitled, and instead it's obvious they're just like every other group of immigrants who ever came before them, including those from Europe. The guy at 9:35 got lots of negative comments, but it's clear that he's the typical inspirational immigrant story, coming here, studying and working hard, and eventually achieving his degree, which brings him a better life in a prosperous country, the exact same thing Europeans came to Ellis Island for 100 years ago. And they also created Irish, Italian, Greek, etc. enclaves withing major cities. Also they say Brampton only had 18,000 people 50 years ago, and are upset that now it has 750,000, and all the growth has been from Indians. So then what's the problem? They didn't even displace anyone, they just moved to an area that was previously a small town on the outskirts of Toronto, and is now a major suburb. That growth of suburbs has happened over the last 50 years in every city in North America, from both domestic and immigrant people choosing to settle there. Did you expect a town that close to Toronto to experience zero growth over 50 years?!! While every other suburban area on the continent grows? If so, then you clearly aren't the brightest bulb.
Identity Attack0.2854555
Insult0.1505596
Profanity0.09389619
Threat0.012181788
Severe Toxicity0.012054443
Low Tox 0.27412915 Constructive 0.817
Oct 5, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming to canada 1870. We fight to world war even protect this country as well and protecting you from Nazi more than 350,000 sikh soldier died in fast and second world. but we never complained why the people coming from Ukraine and other European country and some racist they are only less than 0.001% and they’re talking about the Indians are coming to Canada why dehydration start coming to Canada for less electric and less than 300 400 a year but we come to Canada 7300 years ago this is proven DNA and we are willing to sacrifice our life to protect nation. This is our country as well. If you don’t know the history first learn it.
Identity Attack0.13591312
Insult0.110259406
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0066375732
Low Tox 0.20973456 Constructive 0.616 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous …
Funny how some people get upset about immigrants coming to Canada… forgetting that Europeans were the first “immigrants” here, who stole the land from Indigenous people. Now they’re getting a tiny taste of what Indigenous folks felt when settlers showed up and changed everything.
Identity Attack0.22458547
Insult0.081508696
Profanity0.013268576
Threat0.007068211
Severe Toxicity0.0041389465
Low Tox 0.20839658 Constructive 0.534 Moral_Argument
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
First nation, Inuits (Siberian, Chinese) would probably have said the same about white European settlers.
First nation, Inuits (Siberian, Chinese) would probably have said the same about white European settlers.
Identity Attack0.23922618
Insult0.035443626
Profanity0.040910475
Threat0.0101363575
Severe Toxicity0.005760193
Low Tox 0.20312156 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
Solution? Embrace global multiculturism. If every national marries to other national without any form of backlash or rejection from the society then the world will be good, first dinosaurs live then homo sapiens came then …
Solution? Embrace global multiculturism. If every national marries to other national without any form of backlash or rejection from the society then the world will be good, first dinosaurs live then homo sapiens came then natives came then Europeans came now Indians are coming. You can't be rigid about your identity to the point you're self-force drowning yourself into these beliefs. I get your point but we're humans are after all. Compromise without compromising yourself. Identity, race, ethnicity, religion, etc will always bound you in chains.
Identity Attack0.10221587
Insult0.06372428
Profanity0.03489832
Threat0.011741633
Severe Toxicity0.005722046
Low Tox 0.17025198 Constructive 0.674
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My family of 16 moved to Canada from Holland in 1952. My wife’s family moved from France in 16th century. Canada has always been a land of immigrants. Where we lived in East Vancouver were …
My family of 16 moved to Canada from Holland in 1952. My wife’s family moved from France in 16th century. Canada has always been a land of immigrants. Where we lived in East Vancouver were were surrounded by Italians. Richmond was nothing years ago and now is mostly Chinese and Asian. Foreigners are energetic and have cultural roots they are proud of why shouldn’t they. The First Nations people here were exploited in every way by the English and French followed by every other European country. So the video focuses on Indian immigrants slanted with negative biases. India is a very diverse and historically one of the most accepting of foreigners in the world exploited terribly by the British and their hero Churchill who let millions of Indians starve by robbing them. Does anyone interviewed in this video know any history. Please stop belly aching.
Identity Attack0.11163961
Insult0.06529768
Profanity0.021466793
Threat0.008841781
Severe Toxicity0.004386902
Low Tox 0.15711457 Constructive 0.806
Oct 29, 2025 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.