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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: "😂😂😂😂😂😂😂😂 welcome to 🇨🇦👈 where …" 262 comments · Page 6 of 11
it should be 50k allowed in only, and we should be sending out 20k a month until those who aren't welcome have actually been booted out
it should be 50k allowed in only, and we should be sending out 20k a month until those who aren't welcome have actually been booted out
Identity Attack0.07177465
Insult0.04207976
Profanity0.022218296
Threat0.079364374
Severe Toxicity0.0064468384
Low Tox 0.19029272 Moderate Con 0.38 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people …
As a Brampton raised kid, I lived there from 97' till about 2023, I'm caribbean and we have a large indian/muslim/hindu population too on our island. (Trinidad) and the issue with Brampton is: Indian people will gladly intergrade, but Canadian borns won't welcome it. Walk with me- I'll use food for an example. Every other grocery store is middle eastern/asian/african in Brampton and its becomes harder finding more western style food. I love international food, I cook it often but if you're used to burgers and pizza and only know how to make spaghetti it feels like a 'take over' These people want what they want and even though all these places are free for you to also enjoy they don't like it cause it's too 'foreign' to them. It doesn't mean there isnt still a No Frills or a Walmart or Metro, but because the african and halal store are closer and more frequent it seems like more of a convenience to others and not to you. When people say we're multi-cultural, they mean 'yeah he's brown or black but he keeps it to himself' They aren't going to go to that Sikh temple giving free food, and only go to the church at the beginning even though they're welcome to both. It's the same for Diwali and other things, white people dont care to be interested in those things, and just wonder why they get to have it at all. I do agree with that indian lady at the beginning though, with lax immigration you come in feeling like you don't need to do anything to assimilate. They're doing themselves a disservice by only helping themselves. I hate stereotypes being perpetuated onto people but like that Pakistani guy said too, you live in a bubble and you don't pay attention to that. You can go days without speaking english to someone. You can't immigrate somewhere and shut out everyone already there. I get you may not feel welcome by the white people like the ones in the beginning and so you dont mess with them, and its easy not to. But there needs to be openness with helping everyone benefit from multi-culturalism and not just some of us. There are issues with immigrants not wanting to go outside their bubble and for canadians not to want to either, It'll be hard to (with the current issues we're facing as a country) to actually blend together more.
Identity Attack0.25140062
Insult0.061101943
Profanity0.02392626
Threat0.008181547
Severe Toxicity0.0060272217
Low Tox 0.1883923 Constructive 0.849
Oct 4, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
I am a Muslim woman l love my culture my religion but its not right to push your culture and religion on people's face if you wanted that you should have stayed in your country …
I am a Muslim woman l love my culture my religion but its not right to push your culture and religion on people's face if you wanted that you should have stayed in your country l came to Canada 37 years ago go now l am telling people welcome to the third world country.
Identity Attack0.17769934
Insult0.043250903
Profanity0.018119188
Threat0.007741391
Severe Toxicity0.004673004
Low Tox 0.1883923 Constructive 0.566
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get …
Canada is not bringing in immigrants to work. I am a child of immigrants. My parents worked hard from the day they landed and given 0 from the government. Today, these "new Canadians " get free housing, free large amounts of money(which they use to send back to their homeland)...while we , born Canadians find it hard to pay our everyday expenses. Does this make sense.? The government has to stop handing out our hard earned money. Take care of your own first. And we have to endure bending to their culture not them learning our culture...our humility and kindness. This is not about to being welcoming to everyone , this is about calling out to the government start cleaning up this mess before we ( born Canadians) find ourselves without a country of our own.
Identity Attack0.11163961
Insult0.07491849
Profanity0.020168742
Threat0.008427517
Severe Toxicity0.0048828125
Low Tox 0.1798404 Constructive 0.672 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
im a canadian born citizen, my ancestors immigrated here from ireland in massive numbers and the locals hated their guts because they took all the low paying jobs. these indians are no different from them. …
im a canadian born citizen, my ancestors immigrated here from ireland in massive numbers and the locals hated their guts because they took all the low paying jobs. these indians are no different from them. i support anyones choice to make a better life for them and their family its what our country is built on. come pay taxes, accept your new culture and dont break the law and you are welcome.
Identity Attack0.1294935
Insult0.071433455
Profanity0.03765389
Threat0.007521313
Severe Toxicity0.0050354004
Low Tox 0.17805049 Constructive 0.668 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were …
In the 80s when I was in university, sociology professors claimed that the immigration system was racist, because certain people weren't welcome. (Yah, the people who wouldn't fit in because their values and customs were so different) They said Canada only accepts people who benefit the country! Imagine that! How aweful. 😅 In the next breath they said they welcome people who will do low paying unskilled labour jobs Canadians don't want to do.
Identity Attack0.109318495
Insult0.06757036
Profanity0.016957775
Threat0.0066280556
Severe Toxicity0.0035858154
Low Tox 0.17458448 Constructive 0.63 Humor_Satire
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
That Indian lady…. That’s the type of immigrant we want. In the US, I’d welcome her anytime. If I wanted/had to immigrate to another country, I couldn’t imagine not working hard and giving back to …
That Indian lady…. That’s the type of immigrant we want. In the US, I’d welcome her anytime. If I wanted/had to immigrate to another country, I couldn’t imagine not working hard and giving back to that country for the opportunity.
Identity Attack0.17303948
Insult0.035774168
Profanity0.019348921
Threat0.006874025
Severe Toxicity0.004348755
Low Tox 0.16678599 Constructive 0.644 Solidarity
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect …
Immigrants aren't the problem. The problem is when they don't integrate or adopt local customs, when they form ghettos. That's not immigration, it's invasion. If you choose to live in another nation, out of respect and gratitude to the nation that welcomed you, you must integrate, be part of, assimilate—without losing your roots, of course, but adapting. I am from a country of immigrants (Argentina). My ancestors were Spanish (Galician/Catalan), Italian, German-Jewish, and Polish, and they all assimilated, adopting Spanish-language and Argentine customs without losing their roots.
Identity Attack0.12735364
Insult0.053205602
Profanity0.027410502
Threat0.0074954215
Severe Toxicity0.0049591064
Low Tox 0.16158698 Constructive 0.785
Oct 8, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants are welcome but please follow the Laws, Rules, if not ?…??..?👎👎
Immigrants are welcome but please follow the Laws, Rules, if not ?…??..?👎👎
Identity Attack0.11512129
Insult0.0314771
Profanity0.013712646
Threat0.006259101
Severe Toxicity0.0032043457
Low Tox 0.16098402 Moderate Con 0.397
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
YOO TYLER!! WELCOME TO OUR HOME BROTHER ❤❤❤ thats sick that you were here again..not great lol but lfg baby! ❤️🇨🇦
YOO TYLER!! WELCOME TO OUR HOME BROTHER ❤❤❤ thats sick that you were here again..not great lol but lfg baby! ❤️🇨🇦
Identity Attack0.019877186
Insult0.06826523
Profanity0.066963166
Threat0.008556974
Severe Toxicity0.005455017
Low Tox 0.16098402 Constructive 0.551
Jan 27, 2026 Inside Canada's Indian Invasion...
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if …
Hey btw you cant have a knife in canada for the sole purpose of self defense. Always say you use ut as a tool. Never self defense you will get in trouble. And even if you are attacked and use the knife you will still likely go to jail. Welcome to Canada 😅
Identity Attack0.04177703
Insult0.0279513
Profanity0.013678487
Threat0.13515437
Severe Toxicity0.0064468384
Low Tox 0.1587729 Constructive 0.508 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
Tyler are you still in Toronto? This snow is crazy isn’t it? 70cm. Welcome. 🇨🇦
Identity Attack0.007029593
Insult0.08212569
Profanity0.025907494
Threat0.006485652
Severe Toxicity0.0024032593
Low Tox 0.15324512 Constructive 0.528 Solidarity
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you for showcasing this city. Brampton has long been the armpit of Peel Region, and the cause of many of the rest of our issues. The new entitled migrants that come here spill out …
Thank you for showcasing this city. Brampton has long been the armpit of Peel Region, and the cause of many of the rest of our issues. The new entitled migrants that come here spill out into other areas of the GTA (Greater Toronto Area) spreading the crime and loitering, and essentially "taking over" certain places and causing massive issues. Our Car insurance rates in Peel are insanely high, primarily because of Brampton also being a part of Peel, and the high accident and theft rates coming out of that city. We have a massive issue here in Canada with unchecked mass immigration, and we don't see do be doing anything about removing the people who have overstayed their welcome, aswell as an issue with letting the new population move only to the same already developed places, overpopulating those areas that never had the infrastructure to support those numbers of people. Especially the households that are housing more families than just their own, the people who arent citizens that are clogging up our healthcare systems, all the jobs taken up by the Temporary Foreign Worker Program, the lack of openings in universities and colleges because of international students. Its unbelievable how much they take advantage of the system.
Identity Attack0.06658725
Insult0.06921569
Profanity0.015967157
Threat0.008440462
Severe Toxicity0.004005432
Low Tox 0.15213956 Constructive 0.789 Policy_Critique
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Friend please come to Pakistan we welcome you in Islamabad the capital of Pakistan
Friend please come to Pakistan we welcome you in Islamabad the capital of Pakistan
Identity Attack0.10221587
Insult0.028502205
Profanity0.03189224
Threat0.019573374
Severe Toxicity0.009994507
Low Tox 0.15213956 Moderate Con 0.353 Advertisement_Spam
Feb 13, 2026 Inside Canada's Indian Invasion...
Deport or join Canada's new 300,000 people army for 3 years-make it through=Welcome to Canada.
Deport or join Canada's new 300,000 people army for 3 years-make it through=Welcome to Canada.
Identity Attack0.059311368
Insult0.028061481
Profanity0.012482914
Threat0.053007595
Severe Toxicity0.0059127808
Low Tox 0.15048122 Low Con 0.232
Dec 26, 2025 Deportations From Canada at Their …
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to …
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to continue good luck before this country turns in to a 3 world country
Identity Attack0.06431354
Insult0.06319981
Profanity0.014532468
Threat0.007909686
Severe Toxicity0.0031089783
Low Tox 0.147767 Low Con 0.284 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I don't think Indians are particularly averse to work. They do however seem to have a different quality standard than what we're used to here in the West. There is also a more "creative" approach …
I don't think Indians are particularly averse to work. They do however seem to have a different quality standard than what we're used to here in the West. There is also a more "creative" approach to societal rules that is not always compatible with Western values. I think Canadians are happy to welcome people from around the world. We just want them to adhere to the standards and traditions that made Canada they place they are trying hard to migrate TO. We have just had too many people in too short a time that it has destroyed the once solid Canadian culture.
Identity Attack0.109318495
Insult0.04442204
Profanity0.023174755
Threat0.006822242
Severe Toxicity0.0032997131
Low Tox 0.123468354 Constructive 0.804 Identity_Assertion
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
They are sort of immigrants Tommy Yaxley Lennon said were welcome to the uk
Identity Attack0.10221587
Insult0.029383656
Profanity0.024199532
Threat0.007340072
Severe Toxicity0.0035476685
Low Tox 0.11450345 Moderate Con 0.371 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is …
This video incites hatred against many minority racial groups within Canada. The views of the persons interviewed are stereotypical and spreads misinformation as this video has been viewed an excess amount of times. Canada is a free and multicultural society that welcomes ALL people!
Identity Attack0.08087392
Insult0.0314771
Profanity0.013780965
Threat0.007262398
Severe Toxicity0.0029182434
Low Tox 0.11419344 Constructive 0.642 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, …
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, and predatory and punitive trade practices, accepting - if not welcoming - into Canada those whose values, beliefs and practices are hostile to our own and thus socially destabilizing is a natural adjunct. Immorality is the defining characteristic of Mark Carney and his government.
Identity Attack0.015857628
Insult0.06921569
Profanity0.014703264
Threat0.007249452
Severe Toxicity0.0022029877
Low Tox 0.11367676 Moderate Con 0.358 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Welcome to canindia
Welcome to canindia
Identity Attack0.06431354
Insult0.031697463
Profanity0.06295506
Threat0.011715741
Severe Toxicity0.0074386597
Low Tox 0.11336674 Moderate Con 0.425 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We welcome people in and they take over our cities and throw us in the streets and poverty. Good for Quebec.
We welcome people in and they take over our cities and throw us in the streets and poverty. Good for Quebec.
Identity Attack0.011173353
Insult0.034672357
Profanity0.011423977
Threat0.018710058
Severe Toxicity0.002632141
Low Tox 0.112643376 Moderate Con 0.493
Nov 21, 2025 24 likes Quebec Ends Economic Immigration Program …

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.