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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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30,738 comments · Page 472 of 1230
Too many indiannns in Europe toooo
Too many indiannns in Europe toooo
Identity Attack0.36733335
Insult0.10294484
Profanity0.096482486
Threat0.010757755
Severe Toxicity0.01683561
Moderate 0.30439767 Low Con 0.292 Fear_Threat
Feb 27, 2026 1 likes 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 …
Having lived in an apartment complex that was primarily Indian I learned that we had different standards for trash mgmt. Besides that it was fine. Most had not really assimilated and kept to themselves. The …
Having lived in an apartment complex that was primarily Indian I learned that we had different standards for trash mgmt. Besides that it was fine. Most had not really assimilated and kept to themselves. The smell of the food was a bit much at times, it would make its way in to my apartment and my clothes would smell like their food the next day. Nice people but inconvenient neighbors
Identity Attack0.2774022
Insult0.24928534
Profanity0.10982819
Threat0.0069387536
Severe Toxicity0.009613037
Moderate 0.30439767 Constructive 0.77 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
8:21 WHAT DID I DOOO (im Eritrean lol)
8:21 WHAT DID I DOOO (im Eritrean lol)
Identity Attack0.10221587
Insult0.045007613
Profanity0.22429734
Threat0.029069828
Severe Toxicity0.023076924
Moderate 0.30439767 Moderate Con 0.34 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Carney will cripple this country.
Carney will cripple this country.
Identity Attack0.022992345
Insult0.16788013
Profanity0.10549548
Threat0.08396416
Severe Toxicity0.008583069
Moderate 0.30439767 Low Con 0.161
Jan 3, 2026 20 likes New rules, regulations take effect …
Why. Why are Liberals selling out their own citizens. In every white country Liberals are fighting for migrants. Why. Who is bribing, blackmailing, and programing Liberals
Why. Why are Liberals selling out their own citizens. In every white country Liberals are fighting for migrants. Why. Who is bribing, blackmailing, and programing Liberals
Identity Attack0.316
Insult0.13064787
Profanity0.026454043
Threat0.01254427
Severe Toxicity0.008392334
Moderate 0.30439767 Low Con 0.277
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
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...
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Oh, I would like to see a local citizen to replace her in her job! And she can go back to her country!!!!!
Identity Attack0.19693321
Insult0.1342682
Profanity0.020646973
Threat0.021300001
Severe Toxicity0.010910034
Moderate 0.30439767 Moderate Con 0.381 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
If you make yourself grass,cow will eat you
If you make yourself grass,cow will eat you
Identity Attack0.02821777
Insult0.13969865
Profanity0.11168506
Threat0.07093142
Severe Toxicity0.016060932
Moderate 0.30439767 Low Con 0.157
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
17:38 trippin bro lying 😂
17:38 trippin bro lying 😂
Identity Attack0.012240025
Insult0.14331897
Profanity0.11539881
Threat0.01238892
Severe Toxicity0.015479924
Moderate 0.30439767 Low Con 0.26 Meta_Commentary
Feb 24, 2026 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...
Immigrants causing tax payers money should be a felony criminal charge. If you enter a country illegally, it should be a felony.
Immigrants causing tax payers money should be a felony criminal charge. If you enter a country illegally, it should be a felony.
Identity Attack0.316
Insult0.10587067
Profanity0.024472807
Threat0.050744623
Severe Toxicity0.01302678
Moderate 0.30439767 Low Con 0.25 Policy_Critique
Mar 8, 2026 Deportations From Canada at Their …
More should be deported , justvthrow a net in walmart and tim horton and .....
More should be deported , justvthrow a net in walmart and tim horton and .....
Identity Attack0.10221587
Insult0.100019015
Profanity0.025360947
Threat0.13802026
Severe Toxicity0.009994507
Moderate 0.30439767 Low Con 0.156
Dec 29, 2025 Deportations From Canada at Their …
I saw that original thumbnail dawg you not slick
I saw that original thumbnail dawg you not slick
Identity Attack0.015757138
Insult0.08558089
Profanity0.24147889
Threat0.013010317
Severe Toxicity0.017416617
Moderate 0.30439767 Moderate Con 0.364 Meta_Commentary
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 …
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 …
Now ask them about the kalistani terrorists that blew up a Canadian airplane.
Now ask them about the kalistani terrorists that blew up a Canadian airplane.
Identity Attack0.2839175
Insult0.13245803
Profanity0.022628209
Threat0.108496375
Severe Toxicity0.012359619
Moderate 0.30439767 Low Con 0.234 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
did you know companies get more money for hiring newly immagrated immagrants? dont believe look it up thats why timmies has all indians, they get a tax break and extra funds lol
did you know companies get more money for hiring newly immagrated immagrants? dont believe look it up thats why timmies has all indians, they get a tax break and extra funds lol
Identity Attack0.34974504
Insult0.13245803
Profanity0.04742365
Threat0.008129764
Severe Toxicity0.010299683
Moderate 0.30427247 Moderate Con 0.33 Unverified_Claim
Jan 28, 2026 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 …
i don't see Indians asking for money and begging
i don't see Indians asking for money and begging
Identity Attack0.36733335
Insult0.0838533
Profanity0.07999486
Threat0.008349842
Severe Toxicity0.011062622
Moderate 0.30427247 Low Con 0.291 Unverified_Claim
Feb 23, 2026 2 likes Inside Canada's Indian Invasion...
"it's like home" and it's the most widely hated part of the entire country lmfao
"it's like home" and it's the most widely hated part of the entire country lmfao
Identity Attack0.060675595
Insult0.08831572
Profanity0.16031636
Threat0.00951496
Severe Toxicity0.0119018555
Moderate 0.30427247 Moderate Con 0.352 Humor_Satire
Jan 30, 2026 131 likes Inside Canada's Indian Invasion...
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 …
with all thats already going on with the fraud in U.S.A put on blast thanks to you tube already. All i can say is oh no. uh oooooh here we go again
with all thats already going on with the fraud in U.S.A put on blast thanks to you tube already. All i can say is oh no. uh oooooh here we go again
Identity Attack0.06795148
Insult0.13245803
Profanity0.07740857
Threat0.013631714
Severe Toxicity0.010528564
Moderate 0.30427247 Low Con 0.236 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Walking into a place of business to look for white employees is not racist
Walking into a place of business to look for white employees is not racist
Identity Attack0.36702603
Insult0.07270074
Profanity0.09389619
Threat0.021645326
Severe Toxicity0.013607788
Moderate 0.30427247 Low Con 0.191 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
5:50 is screaming eugenics. which is notorious in white surpremacy and in n@z1s
5:50 is screaming eugenics. which is notorious in white surpremacy and in n@z1s
Identity Attack0.30103904
Insult0.0811385
Profanity0.08807703
Threat0.013528148
Severe Toxicity0.012130737
Moderate 0.30427247 Low Con 0.282 Moral_Argument
Feb 7, 2026 1 likes 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.