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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 #}

Comment Explorer

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Active: "We need more...deportations!" 182 comments · Page 4 of 8
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Remember Stephen Harper started it all and Juntine just ramped it up. WELCOME TO CANINDIA, WE NEED MASS DEPORTATION !!! NOW !!!
Identity Attack0.29798782
Insult0.15236975
Profanity0.033645786
Threat0.13815513
Severe Toxicity0.020127986
Moderate 0.3389984 Low Con 0.26
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
We need mass deportations.
We need mass deportations.
Identity Attack0.30256465
Insult0.06302499
Profanity0.053435806
Threat0.13815513
Severe Toxicity0.01935331
Moderate 0.3389984 Low Con 0.263
Oct 4, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
we need mass deportations.
we need mass deportations.
Identity Attack0.30103904
Insult0.06302499
Profanity0.054437835
Threat0.13815513
Severe Toxicity0.019740647
Moderate 0.3389984 Low Con 0.234 Call_To_Action
Nov 1, 2025 How Canada broke its immigration …
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Identity Attack0.37082586
Insult0.21135417
Profanity0.022423252
Threat0.046218675
Severe Toxicity0.0125103295
Moderate 0.3389984 Low Con 0.204 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Time to take Canada back. We do 't need colonizers. Assimilaztion is not happening.. Just look at Israel. Same will hsppen here. Shut down immigration from India and start deporting.
Time to take Canada back. We do 't need colonizers. Assimilaztion is not happening.. Just look at Israel. Same will hsppen here. Shut down immigration from India and start deporting.
Identity Attack0.40255263
Insult0.14874944
Profanity0.023721304
Threat0.04233929
Severe Toxicity0.016577384
Moderate 0.3375374 Moderate Con 0.356
Sep 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
We need to DEPORT
We need to DEPORT
Identity Attack0.2839175
Insult0.077136256
Profanity0.06044999
Threat0.08396416
Severe Toxicity0.019224197
Moderate 0.3367073 Low Con 0.283 Call_To_Action
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We got to many immigration in Canada we need to deport a lot of them
We got to many immigration in Canada we need to deport a lot of them
Identity Attack0.37879246
Insult0.09124154
Profanity0.026044132
Threat0.11309616
Severe Toxicity0.01502803
Moderate 0.33587718 Moderate Con 0.311 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
We need mass deportations ASAP!
We need mass deportations ASAP!
Identity Attack0.2808415
Insult0.06407392
Profanity0.044417568
Threat0.13144556
Severe Toxicity0.018449519
Moderate 0.3317266 Low Con 0.271 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs to deport all immigrants of the last 12 years
Canada needs to deport all immigrants of the last 12 years
Identity Attack0.3802808
Insult0.07491849
Profanity0.028640235
Threat0.10236332
Severe Toxicity0.013736901
Moderate 0.3281604 Low Con 0.142 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
mass deportations are needed
mass deportations are needed
Identity Attack0.2823795
Insult0.054962315
Profanity0.06796519
Threat0.13700877
Severe Toxicity0.021290002
Moderate 0.3281604 Low Con 0.242 Call_To_Action
Sep 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
New migrants need to be deported. At least 75% need to go. Earlier immigrants respected our culture and customs. These new migrants don’t
New migrants need to be deported. At least 75% need to go. Earlier immigrants respected our culture and customs. These new migrants don’t
Identity Attack0.36702603
Insult0.11797678
Profanity0.02474608
Threat0.045572113
Severe Toxicity0.015092585
Moderate 0.32289913 Moderate Con 0.383
Oct 4, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Mass Deportation needed yesterday!!!
Mass Deportation needed yesterday!!!
Identity Attack0.25986546
Insult0.06794841
Profanity0.02344803
Threat0.13363713
Severe Toxicity0.01683561
Moderate 0.32182294 Low Con 0.243 Call_To_Action
Sep 14, 2025 Why Canadians Are Turning Against …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS …
This mass immigration is deliberate and if you follow global politics you will see this isn’t just happening in Canada. It’s happening in the UK FRANCE GERMANY IRELAND SCOTLAND AUSTRALIA NEW ZEALAND POLAND HUNGARY BRUSSELS SPAIN ITALY PORTUGAL some of the above nations have woken up and have said enough. Both Poland and Hungary have said enough. Now the EU is calling them racists. It’s all Indian or Muslim immigration. They don’t immigrate for a better life it’s to take over and it’s millions of fighting g age men too. Our countries are setting up for award, civil wars. France just issued a memo to hospitals to get ready for military mass casualties that will start within 12 months from now. These globalists have been planning this great reset and new world order for many decades. I stared investigating these wicked globalists over a decade ago now. I have all evidence and receipts saved. How do you implode a nation, crash an economy, make citizens reliant on govt for everything… why bring in millions of immigrants and put their needs first. You can go to any city or town in Canada now. It’s hard to find a Canadian working. In Canada we have foreign workers programs that allows businesses to hire foreigners and the liberal federal govt pays 1/3 of these foreigners salaries. So of course any business like retail or restaurant’s biggest overhead is labour costs so if they can save like $6.00 an hour on every employee why wouldn’t they opt in for that. I also did a very deep dive into the voters in Canada. At least 4.5 million out of the 8.5 million voted the Carney liberals got in April 2025 were immigrant votes. That’s why Carney and liberals pander to the gigantic Muslim population in Canada. Muslims, Chinese, Indians from India, Ukrainians, Filipinos they all pretty much vote liberal. There weee over 100 Muslim groups that told their Muslim community to only vote for candidates that support Gaza Muslims and Palestinians. How is that not election interference. We know the Chinese directly interfere in our elections by threatening Chinese Canadians to vote liberal or their families in China will be harmed or they will be harmed inside Canada. In June Carney said Muslim values are Canadian values. Either this clown has no idea how radical Islam is or he knows and just panders for votes. Liberal cabinet ministers Anita Anand and Melanie Joly they both openly campaigned saying they must support Palestine because they both have large Muslim populations in their respective ridings. Over half of the liberal voter base is foreign now. I started in 2019 telling the federal conservatives look the liberals are importing new liberal voters. The party needs a strategy to win over the immigrant vote. I proposed hiring a team of individuals from the Muslim community, Chinese community etc to brainstorm on how to get their message across that if your an immigrant your best to vote conservative because the liberals don’t care about them they just want their vote. Show them how they may never own a home, how their kids will be worse off than them. That buy bringing in about 2 million more immigrants a year it is causing inflation and the affordability crisis. I believe if you can show these immigrant communities the truth they may consider voting conservative. Bit of the conservatives refuse to pivot we will never see another federal conservative govt in our lifetimes. It’s not racist it’s the truth. We need a foreign registry act to kick out foreign entities that harass bully and threaten immigrants in Canada to bend the knee or else. If we have 100 Islamic groups telling their community it’s yo only vote one way charge them with election interference. We need electoral reform badly in Canada. We need to end all immigration to Canada for at least 5 years maybe even 10. We need to deport those here illegally. No more fake asylum claims. This country can still be saved but we need immigrants on board to help save it. We need to remove broadcasting licenses of mainstream media networks that lie and bash conservatives. That’s deliberate political interference. It’s time we enforce the law. No more hate speech or hate crimes against any community especially the Jews. Deport these ppl back to Gaza if they are here on visas or revoke their citizenship and send them packing. We need ICE in Canada like they have in America. It’s long over due. If we get a hold of our borders and we stop the drugs we would have a new trade deal with Trump tomorrow. Carney doesn’t want that because it’s all he has to fear monger ppl oh bad Trump me Tarzan me good bad orange man. Haven’t you had enough now Canada? Wake up before it’s too late for anyone to save this country.
Identity Attack0.3802808
Insult0.16766082
Profanity0.035900343
Threat0.011586283
Severe Toxicity0.012833111
Moderate 0.32074678 Constructive 0.679 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Canada needs deportations
Canada needs deportations
Identity Attack0.33352965
Insult0.06889887
Profanity0.04892669
Threat0.0824309
Severe Toxicity0.013736901
Moderate 0.32020867 Low Con 0.165
Jan 20, 2026 Why Canada’s immigration system has …
And more needs to be deported
And more needs to be deported
Identity Attack0.26325142
Insult0.071433455
Profanity0.03915693
Threat0.10696311
Severe Toxicity0.013414118
Moderate 0.31686464 Low Con 0.262
Dec 31, 2025 Deportations From Canada at Their …
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
We need more illegals deported Thè problem is we don't enough people checking them.out before they come to Canada
Identity Attack0.35624164
Insult0.11464815
Profanity0.020510335
Threat0.04233929
Severe Toxicity0.012703998
Moderate 0.30539915 Moderate Con 0.363 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …
We already have way too many and we need mass deportation before Canada is completely destroyed
We already have way too many and we need mass deportation before Canada is completely destroyed
Identity Attack0.25478655
Insult0.08533409
Profanity0.02795705
Threat0.2172668
Severe Toxicity0.013543231
Moderate 0.30539915 Low Con 0.269 Fear_Threat
Jan 5, 2026 Migrants cross into Canada near …
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing …
What a broken system .. all u needed was visa money and admission money 😂 and it got exploited.. the Chinese track every foreigner who enters their land if u r reported to be missing classes 😂 hallelujah God save u.. they will track u down and deport ..
Identity Attack0.28034934
Insult0.12883772
Profanity0.02932342
Threat0.035113025
Severe Toxicity0.009765625
Moderate 0.30539915 Moderate Con 0.435 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
We need more...deportations!
We need more...deportations!
Identity Attack0.27340925
Insult0.06372428
Profanity0.024814399
Threat0.05914995
Severe Toxicity0.014576134
Moderate 0.30502358 Low Con 0.293 Call_To_Action
Dec 25, 2025 5 likes Deportations From Canada at Their …
Time fired woman and others too start deportation proceedings need to be done
Time fired woman and others too start deportation proceedings need to be done
Identity Attack0.28034934
Insult0.07301756
Profanity0.050930742
Threat0.18281023
Severe Toxicity0.016125489
Moderate 0.3047732 Low Con 0.229 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
They all need to be rounded up and deported. If not then disband the government and bring in one that will.
They all need to be rounded up and deported. If not then disband the government and bring in one that will.
Identity Attack0.1508922
Insult0.07555214
Profanity0.031140719
Threat0.24878941
Severe Toxicity0.014769804
Moderate 0.30464804 Low Con 0.124
Oct 1, 2025 IRCC Names India in Study …
Brampton is the one city in Ontario that needs to be deported!
Brampton is the one city in Ontario that needs to be deported!
Identity Attack0.22935481
Insult0.0838533
Profanity0.024814399
Threat0.13279422
Severe Toxicity0.011444092
Moderate 0.30452284 Low Con 0.229 Humor_Satire
Oct 28, 2025 Inside Canada's Indian Metropolis (Brampton)
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; …
At this point, I don't want them to be deported. I want to give them eternal sleep. Wake the f. up, people. Multiculturalism is not our strength; 40 cents per immigrant is all that's needed; provide them with some lead. Why do I even pay taxes? Imagine our grandfather who fought WW2 if they could see this... I really think that the wrong side won the war...
Identity Attack0.23618884
Insult0.10148193
Profanity0.2687007
Threat0.03718498
Severe Toxicity0.017481172
Moderate 0.30452284 Constructive 0.533 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
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 …
Wake up Vassy. Rejected claims need to be deported within 30 days. Total nonsense and most are from countries that don't want to integrate either.
Wake up Vassy. Rejected claims need to be deported within 30 days. Total nonsense and most are from countries that don't want to integrate either.
Identity Attack0.059311368
Insult0.2679134
Profanity0.031391226
Threat0.0100069
Severe Toxicity0.0047302246
Moderate 0.30136615 Low Con 0.265 Policy_Critique
Feb 24, 2026 4 likes 'We do know that there's …

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.