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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: "From Canada. This is the …" 6,088 comments · Page 99 of 244
At least 3 years in canada. If we weren't indian enough, here we go making it 10x worse
At least 3 years in canada. If we weren't indian enough, here we go making it 10x worse
Identity Attack0.36702603
Insult0.09416737
Profanity0.0569429
Threat0.011715741
Severe Toxicity0.010986328
Moderate 0.30464804 Low Con 0.255
Jan 12, 2026 Canada’s new rules in 2026
They destroyed canada😮😮😮😮
They destroyed canada😮😮😮😮
Identity Attack0.10221587
Insult0.07523532
Profanity0.038655918
Threat0.13815513
Severe Toxicity0.013607788
Moderate 0.30464804 Low Con 0.274
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton Ontario is the epicenter of Fraud in Canada 🇨🇦 just like in the United States 🇺🇲 with Minneapolis Minnesota.
Brampton Ontario is the epicenter of Fraud in Canada 🇨🇦 just like in the United States 🇺🇲 with Minneapolis Minnesota.
Identity Attack0.22063516
Insult0.25007802
Profanity0.01982715
Threat0.007521313
Severe Toxicity0.008277893
Moderate 0.30464804 Low Con 0.292
Jan 27, 2026 Inside Canada's Indian Invasion...
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to …
What invasion? We all came here legally with passports and valid visas. WE work jobs, help our community, isnt that canadian enough? The temples and gurudwaras of Brapmton literally offer free food and drinks to anyone and everyone, regardless of their race, sexuality, gender. We're not like the mexicans of the usa where we come here illegally.WE COME HERELEGALLY, do legal jobs, and live peacefully. Do we have our fair share of problems? Yeah, sure. But that really doesnt overcome all the good that we do not only brampton but canada as a whole. If you wanna blame anyone, blame your government for letting in so many people, not us, we are simply ppl who are seeking a better life. Im a 18 year indian canadian teenager and im sorrounded by other indian canadian teenagers as well and we're all here to do good to the country and city, we're planning on becoming lawyers engineers, doctors, etc, yet yall think that we're here to destroy the country that we ourselves keep close to our heart. this video is racist, and nothing else.
Identity Attack0.36598656
Insult0.1640896
Profanity0.04065997
Threat0.00814271
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.791 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as …
Now, we officially declare: the prime minister of Canada - Narendra Modi. I think it's a good idea for Indian people to run Canada instead of European descendents because Indians are not as aggressive as Europeans.
Identity Attack0.3817989
Insult0.16053712
Profanity0.023174755
Threat0.009100696
Severe Toxicity0.008392334
Moderate 0.30452284 Moderate Con 0.488 Humor_Satire
Oct 11, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I am puzzled why Canada is not acting on deporting these criminals back where they come from.
I am puzzled why Canada is not acting on deporting these criminals back where they come from.
Identity Attack0.18313584
Insult0.24835461
Profanity0.019690514
Threat0.036839653
Severe Toxicity0.008583069
Moderate 0.30452284 Moderate Con 0.365 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
They already invaded UK and biw it is time to invade Canada!!!
They already invaded UK and biw it is time to invade Canada!!!
Identity Attack0.2783691
Insult0.06953252
Profanity0.04141149
Threat0.20938614
Severe Toxicity0.016060932
Moderate 0.30452284 Low Con 0.187 Fear_Threat
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
The insidious demographic colonization of the West by the East was once a sly Indian/Chinese project, but modern Indians are unashamed of their goal to capture the Christian West for Hindu India by their simple …
The insidious demographic colonization of the West by the East was once a sly Indian/Chinese project, but modern Indians are unashamed of their goal to capture the Christian West for Hindu India by their simple brute force of overpopulation. It is now going on at full blast, and perhaps already too late to save some of the old Western countries like UK, Canada and Australia. Christian Americans should pay attention to this sly demographic that slithers in, then strangles you.
Identity Attack0.31307843
Insult0.13969865
Profanity0.039657943
Threat0.1954604
Severe Toxicity0.013155893
Moderate 0.30439767 Low Con 0.296 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years …
I watched a video here on YouTube. In that video it features the real state agent (Catherine Antwi) on tiktok. And that Agent says she talked to an Indian couple who are undocumented for 22years in canada but owning 3 houses which is 2.5million. That couple use their cousin's name who has status. Why didn't cbsa or ircc didn't know about this kind of mortgage fraud. These couple are truly tax evaders and criminals. They should be ask to pay whatever they steal from not paying the taxes for 22years. The cbsa and ircc should hunt them and deport!!
Identity Attack0.16587129
Insult0.27558193
Profanity0.049928714
Threat0.010757755
Severe Toxicity0.009269714
Moderate 0.30439767 Constructive 0.689
Nov 21, 2025 20 likes Thousands of refugees allowed into …
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or …
Pierre Poilievre’s Immigration Hypocrisy: A Study in Convenient Principles Disguised as Conviction Pierre Poilievre has never met a border he did not want to fortify, a refugee claim he did not want to scrutinize, or an irregular crossing he did not want to turn into a national morality play. For years, he has warned Canadians that the country is being overrun by “illegal border crossers,” “queue jumping asylum seekers,” and “abusers of the system.” He delivers these warnings with the solemnity of a man announcing a biblical plague, not a handful of exhausted families walking across a ditch in Quebec. In Poilievre’s political universe, Roxham Road is not a rural footpath. It is a symbol of national decline. It is chaos incarnate. It is the place where the rule of law goes to die. It is, in short, the perfect stage upon which he can perform his favorite role: the lone defender of order in a world gone soft. At least, that is the story he tells the public. The private story, as publicly reported, is considerably less heroic. The Public Record That Refuses to Behave: According to reporting from The Breach and the National Observer, someone described as the uncle of Poilievre’s spouse has an immigration history that reads like a greatest hits compilation of everything Poilievre claims to oppose. The reporting outlines that he entered Canada and made a refugee claim. That claim was refused. A deportation order was issued. He later re-entered Canada through Roxham Road. He then filed a humanitarian and compassionate application. Poilievre’s spouse reportedly helped prepare that application. This is not fringe gossip. This is what journalists documented through correspondence, interviews, and immigration records. In other words, the exact pathway Poilievre condemns as “abuse of the system” is the same pathway publicly reported to have been used by someone connected to him. And suddenly, the man who treats Roxham Road like a national security breach becomes quieter than a library at midnight. The slogans stop. The outrage evaporates. The border, once a sacred line, becomes a flexible suggestion. The Rhetoric: A Symphony of Outrage: Poilievre’s immigration rhetoric is a carefully orchestrated performance. He warns that irregular border crossings undermine the rule of law. He insists humanitarian and compassionate applications are loopholes. He claims the system is being gamed. He declares that Canada must “take back control.” He delivers these lines with the moral certainty of a man who believes compassion is a gateway drug. In his speeches, asylum seekers are not people. They are symbols. They are props. They are the raw material from which he fashions his political identity. He is the sheriff. They are the threat. The border is the battleground. And Canada is the damsel in distress. It is a compelling narrative. It is also a narrative that collapses the moment it becomes personally inconvenient. The Reality: A Study in Elastic Principles: When someone connected to Poilievre uses the very same system he condemns, the rules change with breathtaking speed. Irregular border crossings are no longer a crisis. They are a misunderstanding. A technicality. A regrettable but understandable choice. Humanitarian and compassionate applications are no longer loopholes. They are legitimate pathways. Necessary tools. Evidence of a compassionate system. The border is no longer a sacred line. It is a suggestion. A guideline. A flexible concept open to interpretation. It is a remarkable transformation, like watching a man insist that jaywalking is a crime against humanity until his friend does it, at which point it becomes a misunderstood act of civic expression. The Political Convenience of Shifting Standards: Poilievre’s political identity is built on the idea that he alone will restore order. He alone will enforce the rules. He alone will protect Canada from the chaos of irregular migration. But the moment the rules become inconvenient, they are no longer rules. They are preferences. They are vibes. They are whatever he needs them to be in the moment. This is not a minor contradiction. It is a fundamental collapse of the moral architecture he has built his political brand upon. If irregular crossings are a crisis, then they are a crisis for everyone. If humanitarian applications are loopholes, then they are loopholes for everyone. If the system is broken, then it is broken for everyone. But Poilievre’s version of justice is not universal. It is conditional. It is situational. It is deeply, profoundly personal. The Broader Pattern: Institutions Are Sacred Until They Are Not: This is not the first time Poilievre’s principles have proven to be more flexible than advertised. He has attacked the Supreme Court of Canada when its rulings do not align with his political needs. He has accused the justice system of being too lenient when it suits him and too harsh when it does not. He has framed himself as the defender of institutions while undermining them whenever they become inconvenient. It is a pattern. It is a habit. It is a worldview. And it reveals something essential about his politics. For Poilievre, institutions are not pillars of democracy. They are tools. They are props. They are instruments to be used when helpful and discarded when not. The Satirical Truth: A Philosophy in One Sentence: Pierre Poilievre’s immigration philosophy can now be summarized with clinical precision: Canada must crack down on irregular border crossings, except for the ones that are fine. And he will decide which ones are fine. It is a stance that bends so far backward it could qualify for a gymnastics medal. It is a stance that reveals more about political convenience than national security. It is a stance that exposes the gap between what Poilievre says and what Poilievre does. And it is a stance that makes one thing abundantly clear. Polievre's Hypocrisy
Identity Attack0.10221587
Insult0.28586254
Profanity0.023379711
Threat0.00866054
Severe Toxicity0.007209778
Moderate 0.30439767 Constructive 0.557 Policy_Critique
Feb 23, 2026 LILLEY UNLEASHED: The fall of …
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
GOOD IDEA ALL GO THE F TO USA AND LEAVE CANADA
Identity Attack0.22859548
Insult0.14874944
Profanity0.12551236
Threat0.021300001
Severe Toxicity0.015092585
Moderate 0.30439767 Low Con 0.182
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrants don't care about Canada or USA. MAGA now.
Immigrants don't care about Canada or USA. MAGA now.
Identity Attack0.33060804
Insult0.097093195
Profanity0.031140719
Threat0.008919456
Severe Toxicity0.008888245
Moderate 0.30439767 Low Con 0.174 Identity_Assertion
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Canada the next third world
Canada the next third world
Identity Attack0.30256465
Insult0.12159709
Profanity0.030890211
Threat0.016292779
Severe Toxicity0.015802706
Moderate 0.30427247 Low Con 0.239 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
The Canadian government just import millions of Indians into Canada to take away all the jobs from native Canadians.
Identity Attack0.3802808
Insult0.083359696
Profanity0.019485557
Threat0.010058682
Severe Toxicity0.008773804
Moderate 0.30427247 Low Con 0.226 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Mark Carney is dependent on smoke screens and red herrings to keep his Con Jobs working against Canadians. Carney is the biggest problem Canada has ever had.
Mark Carney is dependent on smoke screens and red herrings to keep his Con Jobs working against Canadians. Carney is the biggest problem Canada has ever had.
Identity Attack0.08500996
Insult0.29855028
Profanity0.024677763
Threat0.0084793
Severe Toxicity0.005874634
Moderate 0.30427247 Low Con 0.185 Unverified_Claim
Feb 27, 2026 30 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are …
It’s deeply concerning that representatives like Pemi Gill and Aisha Zafar appear unaware of the serious consequences stemming from the influx of individuals entering Canada under the guise of international students. How come they are so ignorant of these serious things going on in their govt? It’s time for accountability—not just from executives who profit from these schemes, but also from the politicians who enable them through inaction or ignorance. These individuals, who came here from India under the guise of being students, later sought asylum and are now receiving government support funded by Canadian taxpayers—while many Canadian youths struggle to find employment. I deeply commend Madam Michelle Rempel Garner for courageously raising this issue, which has long been ignored by corporate executives and their political allies who bear significant responsibility for the country's current challenges.
Identity Attack0.026007013
Insult0.3388922
Profanity0.026727317
Threat0.0076766624
Severe Toxicity0.0044441223
Moderate 0.30427247 Constructive 0.799
Sep 27, 2025 1 likes IRCC Names India in Study …
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice …
Tbh its alot more saturated than you would think, I live in B.C and do alot of uber deliveries, 2400 alone last year. Id say 70% of the people in houses, and some really nice houses are Indian. Also most fast food restaurants are run by indian managers and staff, I was in a KFC the other day that had 1 younger white male at the counter, and 5 punjab behind the counter. The workers were all yelling at eachother about orders in their language and the white guy looked so confused. English is the first language in Canada so it should be learned especially when it comes to a business context, does our government care tho? Nope.
Identity Attack0.36702603
Insult0.15485314
Profanity0.18786818
Threat0.013631714
Severe Toxicity0.017997624
Moderate 0.30427247 Constructive 0.753 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Lefty Americans wanting to move to Canada, meanwhile immigrants are using Canada as a temporary holding area to sneak into America. Explain how America is a racist country when everyone else wants to come here??
Lefty Americans wanting to move to Canada, meanwhile immigrants are using Canada as a temporary holding area to sneak into America. Explain how America is a racist country when everyone else wants to come here??
Identity Attack0.30103904
Insult0.1662211
Profanity0.017162729
Threat0.006848133
Severe Toxicity0.007095337
Moderate 0.30427247 Low Con 0.297 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada should be happy it wasn’t Israelis or they would already claim it as their own country 😂 but seriously if they came illegally they should be removed or jailed and if you are not …
Canada should be happy it wasn’t Israelis or they would already claim it as their own country 😂 but seriously if they came illegally they should be removed or jailed and if you are not paying taxes what are you contributing to the economy and the government.
Identity Attack0.36702603
Insult0.08831572
Profanity0.027000591
Threat0.11002964
Severe Toxicity0.01644827
Moderate 0.30427247 Moderate Con 0.333
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
After creating an independent Palestinian state here in Canada, we definitely should create a sovereign narco state and install Maduro in charge with asylum status.
After creating an independent Palestinian state here in Canada, we definitely should create a sovereign narco state and install Maduro in charge with asylum status.
Identity Attack0.26833034
Insult0.1711343
Profanity0.032142747
Threat0.054947287
Severe Toxicity0.012130737
Moderate 0.30427247 Low Con 0.125 Humor_Satire
Jan 5, 2026 5 likes Migrants cross into Canada near …
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not …
At the end of the day, I don’t think people should be projecting their anger at immigrants and the only reason they should project their anger immigrant is if they’re bringing a nuisance and not follow the lawBut for being in Canada, that’s the government’s fault. The government kind of screwed everybody here, the immigrants, and the citizens of this country.. by bringing so many people into Canada these guys are also struggling. I almost think I wonder if there was some kind of like an underpayment that government officials got from these universities because a lot of of the people that come to the country as students they have to take some kind of a course and pay twice or three times as much as Canadian do.
Identity Attack0.22458547
Insult0.24835461
Profanity0.2258264
Threat0.011638066
Severe Toxicity0.013091337
Moderate 0.30319387 Constructive 0.683 Moral_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family …
Everybody in Canada that are real Canadians born here know this is a scam people buying tractor-trailer licenses people buying jobs people buying citizenships by marrying people for money families hiding relatives working in family businesses we all know it go to your corner store you see it people that can't speak English convenience stores people are driving for Uber can't speak English people working at Tim Hortons can't speak English and it's really funny that even when I go to Tim Hortons they play Indian music they talk behind the counter in Indian why this is not rocket science we know what's going on we know it started with the liberal government this is all just a scam by Jeemeet Trudeau he even dressed up as an Indian what does that tell you he makes special trips to India what does that tell you and our borders are opened up to anybody from India to come in as a temporary foreign worker yeah just think about it Canada and don't forget elbows up elbows up 💪
Identity Attack0.13163337
Insult0.24928534
Profanity0.058445938
Threat0.008414571
Severe Toxicity0.010604858
Moderate 0.30319387 Constructive 0.578 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Woke women everywhere. No wonder Canada is falling apart
Woke women everywhere. No wonder Canada is falling apart
Identity Attack0.293411
Insult0.16195811
Profanity0.03615085
Threat0.010913103
Severe Toxicity0.009002686
Moderate 0.30319387 Low Con 0.194 Identity_Assertion
Sep 29, 2025 IRCC Names India in Study …
IRCC-Immigration must employ an original white Canadian born and not immigrants to eliminate Mafia-Fraud in the system. These children of immigrants like Aizha are part of the Mafia who are favouring and selective thata why …
IRCC-Immigration must employ an original white Canadian born and not immigrants to eliminate Mafia-Fraud in the system. These children of immigrants like Aizha are part of the Mafia who are favouring and selective thata why Canada are flooded with illegal and fraud. They are connected with businessmen-politicians in House of Commons who are favouring their original country of nationalities. Immigration-IRCC must regulate the number of entries per nationality to Canada so that it will not be dominated by particular color and religion of nationalities whi wanted to change Canada's government, religion, culture and impose that they wanted to be according to their comfort. The first nation and white Canadian for fought and died with their own blood for many years to built a beautiful qnd peace country of Canada are noe neglected and these Mafia Immigrants are gradually dominating to govern the country by crimes abs illegal acts
Identity Attack0.31307843
Insult0.18355975
Profanity0.025634222
Threat0.011042561
Severe Toxicity0.01083374
Moderate 0.30319387 Moderate Con 0.451 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Canada will never be as good as it was. Mass-immigration ruined Canada.
Canada will never be as good as it was. Mass-immigration ruined Canada.
Identity Attack0.30103904
Insult0.12159709
Profanity0.019143965
Threat0.013702838
Severe Toxicity0.0090408325
Moderate 0.30319387 Low Con 0.166
Jun 19, 2025 1 likes How Canada broke its immigration …

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.