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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: "The FACTS is that there …" 357 comments · Page 6 of 15
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public …
The sudden wave of immigrants coming to Canada was too much all at once. Them not respecting the Canadian ways doesn't help the fact that they are taking over our country. If they respected public places and spoke English like everyone else (or at least tries their darnest) maybe people who were born and raised in Canada wouldn't have this collective thoughts on them.
Identity Attack0.25986546
Insult0.24928534
Profanity0.174273
Threat0.007935578
Severe Toxicity0.010681152
Moderate 0.32020867 Constructive 0.627 Identity_Assertion
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Bro I’m Indian but I’d tell most of these people to FO back to India. Facts!
Bro I’m Indian but I’d tell most of these people to FO back to India. Facts!
Identity Attack0.35948995
Insult0.15414265
Profanity0.11911256
Threat0.02613456
Severe Toxicity0.017416617
Moderate 0.31825066 Moderate Con 0.392 Personal_Narrative
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
Saying that African intelligence is below 70% is discriminatory and offensive. What standard or yardstick are you using to measure the intelligence of African men and women? Intelligence is not determined by race, and such …
Saying that African intelligence is below 70% is discriminatory and offensive. What standard or yardstick are you using to measure the intelligence of African men and women? Intelligence is not determined by race, and such claims are rooted in prejudice, not facts. This kind of comment is unacceptable and deeply disrespectful.
Identity Attack0.30103904
Insult0.22303216
Profanity0.026863953
Threat0.007573096
Severe Toxicity0.0077438354
Moderate 0.3140926 Moderate Con 0.425 Moral_Argument
Feb 26, 2026 2 likes Inside Canada's Indian Invasion...
Polish dude spitting facts
Polish dude spitting facts
Identity Attack0.27171627
Insult0.18604483
Profanity0.12727508
Threat0.012647836
Severe Toxicity0.013091337
Moderate 0.31132057 Moderate Con 0.315 Meta_Commentary
Feb 23, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to …
They came on fraudulent student visas, with lies, those who had legal student visas, perfectly knew that there are steps towards immigration. Those who had fake visas, also perfectly knew the fact and pretended to be innocent with lies. Instead of following regulations, they started rioting in city squares, in city parks, making noise, throwing garbage. "Halt on Deportations: In response to the scandal, the Canadian government paused the deportation of the implicated students to investigate the situation further and consider alternative solutions.  Review of Cases:A process was put in place to review the cases of the affected students, particularly those who were victims of the fraud.  Fake Admissions:The students obtained their Canadian visas through a fraudulent agent who provided fake admission offers from Humber College, leading to their entry into the country.  Loss of Status:Upon discovering the fake letters, the students were deemed to have lost their study permit status, making them subject to deportation by the Canada Border Services Agency (CBSA).  Political Pressure:The New Democratic Party (NDP) in Canada called on the government to not deport these students, highlighting their exploitation and the circumstances under which they were brought to Canada.  Crackdown on Scammers:The government and authorities also began cracking down on the agents and fraudulent institutions that facilitated this scam, as the students were often unaware of the forged nature of their documents, according to the Canadian Federation of Students.  Advocacy for Students:Organizations and Members of Parliament (MPs) called on the government to show leniency towards the students, highlighting their victim status and advocating for waivers of deportation.
Identity Attack0.10221587
Insult0.26957804
Profanity0.06646215
Threat0.011974656
Severe Toxicity0.00919342
Moderate 0.30716252 Constructive 0.628 Unverified_Claim
Sep 23, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as …
I am an indian, genuinely speaking, when I came here back in 2023, I didn’t know there are so many people from one of the indian state called punjab. They have ruined this place as well as image of all Indians. Also, If you want khalistan, why they are not protesting in where their land belongs(so called), why in Canada or Usa? There are 70% of the people are living in canada is punjabi. They have ruined the image of our whole country. We are peace loving people and follow rules but just because of these people, we fell into the same group. Fun fact: why brampton and surrey have bad reputation and increased crime rates because punjabi people live there. Thats heart wrenching. The other aspect is the Canadian government doing nothing to curb thia types of people instead of that these people do crime, get arrested, claim asylum, get free food for 1 year and become the resident of the Canada. I am really frustated and both the goverment and these khalistan entity. Go to hell man.
Identity Attack0.36702603
Insult0.20668297
Profanity0.07870171
Threat0.018364733
Severe Toxicity0.017158391
Moderate 0.3057765 Constructive 0.635 Personal_Narrative
Feb 25, 2026 Inside Canada's Indian Invasion...
2:01 THE INDIAN GUY IS SPEAKING FACTS ITS NOT HARD TO UNDERSTAND <3 people act like they do not understand but really they just don't like it. People don't like it because it is unfamiliar, …
2:01 THE INDIAN GUY IS SPEAKING FACTS ITS NOT HARD TO UNDERSTAND <3 people act like they do not understand but really they just don't like it. People don't like it because it is unfamiliar, which is uncomfortable but it doesn't last long.
Identity Attack0.22063516
Insult0.082619295
Profanity0.10549548
Threat0.012026439
Severe Toxicity0.017029278
Moderate 0.30527395 Moderate Con 0.492
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is diverting attention from the real issue. Why does it start by showing Muslims praying? What does that have to do with the problem? Let’s look at facts: how many Muslims live in …
This video is diverting attention from the real issue. Why does it start by showing Muslims praying? What does that have to do with the problem? Let’s look at facts: how many Muslims live in Canada compared to the Indian population? Muslims are not a country and not a single culture. There are European Muslims, North African Muslims, Asian Muslims, Arab Muslims, and Black Muslims. Does it harm anyone if Muslims practice their religion peacefully? This type of framing only fuels unnecessary hate and division
Identity Attack0.3817989
Insult0.12521741
Profanity0.033144772
Threat0.009955117
Severe Toxicity0.009498596
Moderate 0.30502358 Constructive 0.577
Aug 26, 2025 Why Canadians Are Turning Against …
I’m not questioning this decision but to flat out spread rumors that the government subsidizes foreign workers wages is ludicrous. If anything businesses spend $3000-$4000 per foreign worker. Please fact check before spreading misinformation.
I’m not questioning this decision but to flat out spread rumors that the government subsidizes foreign workers wages is ludicrous. If anything businesses spend $3000-$4000 per foreign worker. Please fact check before spreading misinformation.
Identity Attack0.02048012
Insult0.31740165
Profanity0.047674157
Threat0.007249452
Severe Toxicity0.0037765503
Moderate 0.30502358 Constructive 0.556
Nov 20, 2025 8 likes Quebec Ends Economic Immigration Program …
Guy on the bike spitting facts on IQ lmfao
Guy on the bike spitting facts on IQ lmfao
Identity Attack0.023193322
Insult0.15556364
Profanity0.19032755
Threat0.013476364
Severe Toxicity0.015479924
Moderate 0.30439767 Low Con 0.242 Unverified_Claim
Feb 10, 2026 3 likes Inside Canada's Indian Invasion...
The fact these ppl dont carei f they r@pe the kids kill actual citizen's is getting outa hand here. 10 yrs ago Canadian Tire earned a nickname Cambodian Tire for a reason now it's much …
The fact these ppl dont carei f they r@pe the kids kill actual citizen's is getting outa hand here. 10 yrs ago Canadian Tire earned a nickname Cambodian Tire for a reason now it's much worse.
Identity Attack0.04332388
Insult0.08582769
Profanity0.042413518
Threat0.31407106
Severe Toxicity0.013414118
Moderate 0.30427247 Moderate Con 0.394
Aug 26, 2025 Why Canadians Are Turning Against …
In fact, the old man does not know that the so-called upper class eats cow dung and drinks cow urine. The so-called lower class does not do that.
In fact, the old man does not know that the so-called upper class eats cow dung and drinks cow urine. The so-called lower class does not do that.
Identity Attack0.10221587
Insult0.19225755
Profanity0.13608865
Threat0.009696201
Severe Toxicity0.01159668
Moderate 0.30136615 Low Con 0.219 Unverified_Claim
Feb 25, 2026 Inside Canada's Indian Invasion...
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians …
No Indians or for that matter any other community enter Canada and choose to live their lives here if the Governments doesn't allow that. Please also acknowledge the fact that so many well educated Indians are coming here which is a huge brain drain and capital loss for India itself , just because it is not able to provide better job opportunities there. Now they are coming with different cultural background with English not as their first language. But they settle down here for long term and contribute to the economy of this country. Don't hate them, they have done nothing wrong
Identity Attack0.37012735
Insult0.16124763
Profanity0.024814399
Threat0.009204263
Severe Toxicity0.009841919
Low Tox 0.29771072 Constructive 0.719
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
The truth is, is that more people come to Canada from America then Canada to America. We have free health care. Our corrupt govt. Advertises this fact, and states that the second someone touches Canadian …
The truth is, is that more people come to Canada from America then Canada to America. We have free health care. Our corrupt govt. Advertises this fact, and states that the second someone touches Canadian soil they are Canadian. It is betrayal.
Identity Attack0.10409598
Insult0.26957804
Profanity0.019143965
Threat0.0077802283
Severe Toxicity0.0045394897
Low Tox 0.29771072 Moderate Con 0.39 Policy_Critique
Feb 10, 2026 Inside Canada's Indian Invasion...
polish guy was spitting facts
polish guy was spitting facts
Identity Attack0.1769227
Insult0.16795322
Profanity0.15938593
Threat0.013165667
Severe Toxicity0.0118255615
Low Tox 0.2922276 Moderate Con 0.339 Meta_Commentary
Jan 17, 2026 Inside Canada's Indian Metropolis (Brampton)
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people also forgot how rich India was before united kingdoms invasion and how the British empire stole all the valuable resources from India like gold and used it for the development of London. So pls I am respectful don't be racist towards other countries. All are equal made by god just separated by borders of countries but live in the same soil which is our earth. It's also a fact that the people who have enough money or are rich in India live a good life where the infrastructure is good the people are good like the system in upper castes. Whereas the poor people are the ones which have to suffer as generally they are low castes and don't get jobs offered in India as they face caste discrimination and so they get involved in illegal activities like scam call centres and robbery to get some money. The foreigners only see the bad side of India and the bad people who are poor and have to earn something for their family to survive. So pls I know that the things these are doing are illegal or bad but still don't blame whole India for it as those people are very poor have nothing to eat and so they get lured by strangers into doing these things. I can easily say tyler is racist because it's just bad things about India that he shows like the photo of punjab he shows like a random street in punjab a person is driving in motorcycle and there is garbage all around and not showing the golden temple or beautiful places there. I know the people should point out the mistakes of a country like dirty places there but like all the images shown of the country are dirty and not a single picture is good about it even though there are many. That clearly racist and the motive is clearly here to disrespect the countrys image
Identity Attack0.25478655
Insult0.18604483
Profanity0.056441884
Threat0.00933372
Severe Toxicity0.010223389
Low Tox 0.2922276 Constructive 0.76 Moral_Argument
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
As someone who lives in Canada I can confirm at Tim Hortons there are hardly any white employees matter of fact I can even get a job.🤦‍♂️
As someone who lives in Canada I can confirm at Tim Hortons there are hardly any white employees matter of fact I can even get a job.🤦‍♂️
Identity Attack0.36702603
Insult0.081261896
Profanity0.027410502
Threat0.007547205
Severe Toxicity0.007896423
Low Tox 0.28674445 Moderate Con 0.499 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats …
Folks....(1) If there are no immigrants We will be eating boring Fish & Chips all the time (2) If immigrants are not here it will be difficult to guard this massive country against Russian threats from the north (3) If immigrants didn't buy our inflated GTA houses from us then we might not have had the Golden Retirements (4) The Dutch in South Africa lost their colony because they didn't have adequate immigrants to help them hold the massive land they captured (5) When someone is uprooted and brought here, they work 150 % than the lazy locals to reestablish their lives this is a fact supported by various economic studies and this is what becomes the engine propelling the country's economic growth (6) When the Chinese came from Hong Kong the locals blamed the Chinese for everything. When the Italians out grew locals in Woodbridge the locals blamed them for everything and called them as Mafia . Now you guys are painting the same thing on to Brown People .This is hypocrisy and not a fact !!! ALL OF YOU ARE SETTLER DESENDANTS OR IMMIGRANTS IN CANADA UNLESS YOU ARE A NATIVE MIND THAT !!! and be grateful for this beautiful world and the life you have . Another fact is Second world war was won by English & Allies using massive African and Indian armies. So the freedom we enjoy today in Canada was helped by African and Indian soldiers as well !!! The English simply don't have the numbers win by themselves . BE GREATFUL AND LOVE THIS COUNTRY AND IT'S DIVERSITY PERIOD !!! BELOW IS A SAMPLE OF WHAT IMMIGRANTS ARE DOING TO HELP THE ANGLOSAXONS : Immigrant Oppenheimer - Enabled America win Second World War Immigrant Frank Stronach - Founded Magna Corp Immigrant Andrew Carnegie - Founded United Steel Immigrant Albert Einstein - Enabled America win Second World War Immigrant Shiva Ayyadurai- Invented Email Kevin O'Leary - Irish / Lebanese immigrant Elon Musk- South African immigrant AMERICA RUNS ON IMMIGRANT POWER !!! BE GREATFUL !!!
Identity Attack0.28034934
Insult0.1378885
Profanity0.10549548
Threat0.02682521
Severe Toxicity0.015350811
Low Tox 0.2855005 Constructive 0.716 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Omg can't believe you made a video on this. Tbh every province is populated by them now. (Not racist just facts lol)
Omg can't believe you made a video on this. Tbh every province is populated by them now. (Not racist just facts lol)
Identity Attack0.16993292
Insult0.06722072
Profanity0.09292633
Threat0.010705971
Severe Toxicity0.0127685545
Low Tox 0.2854971 Moderate Con 0.426
Jan 27, 2026 Inside Canada's Indian Invasion...
That dude on the bike inn the high viz is a real one speaking truth but the libs would call him racist for spitting facts
That dude on the bike inn the high viz is a real one speaking truth but the libs would call him racist for spitting facts
Identity Attack0.10815793
Insult0.19967617
Profanity0.078378424
Threat0.009955117
Severe Toxicity0.008049011
Low Tox 0.2854937 Moderate Con 0.38 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
5:28 My homie grandpa spitting facts
5:28 My homie grandpa spitting facts
Identity Attack0.028886627
Insult0.086852804
Profanity0.17008601
Threat0.013702838
Severe Toxicity0.014898917
Low Tox 0.2854835 Moderate Con 0.343 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I used to go to high school there 10 years ago. it used to be a very pretty place, as far as urban places go. Back then it was called an Indian ghetto too, (despite …
I used to go to high school there 10 years ago. it used to be a very pretty place, as far as urban places go. Back then it was called an Indian ghetto too, (despite the fact we still had a lot of whites and blacks in the area) but I dont dare imagine what it looks like now.
Identity Attack0.36702603
Insult0.083359696
Profanity0.11725569
Threat0.01086132
Severe Toxicity0.013736901
Low Tox 0.2854835 Constructive 0.66 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Dear white people. We don't think you are racist on this matter. The fact of this matter is that Canadians are "too" nice and good-hearted. Hence, we are exploited.
Dear white people. We don't think you are racist on this matter. The fact of this matter is that Canadians are "too" nice and good-hearted. Hence, we are exploited.
Identity Attack0.3043136
Insult0.08410009
Profanity0.041912504
Threat0.008246276
Severe Toxicity0.007019043
Low Tox 0.28547668 Constructive 0.613
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Terrible journalism. Irresponsible to be displaying some of the information without a fact check on your behalf. This is simply a compilation talking heads with no research.
Terrible journalism. Irresponsible to be displaying some of the information without a fact check on your behalf. This is simply a compilation talking heads with no research.
Identity Attack0.008250522
Insult0.25602314
Profanity0.024062896
Threat0.0074565844
Severe Toxicity0.003528595
Low Tox 0.2854733 Low Con 0.241
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.32476485
Insult0.0836065
Profanity0.10301965
Threat0.013702838
Severe Toxicity0.015221698
Low Tox 0.2854733 Constructive 0.744 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...

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.