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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 problem for trump is …" 21 comments
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. …
30000 a day last year Stop the Liberal trying to get votes. Create the Crisis then spend our money on their Company's to fix the problem they created! Elbows up and it is Trumps fault. FOOLS!
Identity Attack0.06522302
Insult0.7497506
Profanity0.22105443
Threat0.011560392
Severe Toxicity0.023076924
Moderate 0.6989911 Low Con 0.204 Insult
Dec 23, 2025 1 likes Deportations From Canada at Their …
This immigrant problem has been going on for years, since the liberals (idiot Pierre Trudeau) got into power . Why now bring it up. Cause of that nimkumpoop trump?
This immigrant problem has been going on for years, since the liberals (idiot Pierre Trudeau) got into power . Why now bring it up. Cause of that nimkumpoop trump?
Identity Attack0.19890837
Insult0.71120167
Profanity0.3194067
Threat0.008556974
Severe Toxicity0.023411209
Moderate 0.6667219 Low Con 0.235 Insult Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked …
It's quite understandable when it seems overnight Canada is invaded by Indians from India! What happened? Did the Canadian borders opened wide for the Indians to march in, or were the immigration staff permanently zonked on marijuana and didn't notice or just couldn't be bothered with stopping them over the last 3 to 4 years? Maybe. But really, the problem was definitely created by that despicable moron Trudeau( who even Trump could say to him in his face when he knelt and begged Trump not to hurt Canada with his tariffs, Trump just say ok if you agree to let Canada be the US's 51 st state!). He must have suffered from a terrible serious attack on his mental faculty and zonked on chanting Hari Krishna simply allowing his goons in charge of immigration to approve to let in that tidal wave of Indians especially in the last 4 years! What to do now? While we hate Trump for what he's doing to Canada on tariffs, Carney should give good thoughts to adopt actions like Trump's ICE GOONS to deport those who entered Canada illegally, and stop extension of visas to the zillions admitted on temporary work visas, and the tens of thousands of students who registered as "student" on student visas in private unregistered/approved institutes in name, but are actually working in various jobs illegally e.g. construction, etc.
Identity Attack0.46028158
Insult0.5739874
Profanity0.26802593
Threat0.01698343
Severe Toxicity0.02420936
Moderate 0.54823303 Constructive 0.584 Insult Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but …
Indians are not dirty, and we don't eat poop, that guy who said all these horrible, nasty things shoes how much he hates Indians, it's true that this place has a huge indian community, but as long as they're harmless, they don't don't violate laws they must stay, look indian people contribute towards the economic growth of any country they reside in, ofcourse some indians lack civic sense, but that doesn't mean everyone is like that ??!! In America, Drugs has taken over, almost 30% people are homeless, burglary, theft is common, Cops will do nothing, Psychopaths are on the rise, Murder, break ins, killing by guns, accidents, are rising, Trump is weaponising ICE and killing USA citizens, putting kids in jail for no reason, complete chaos, no jobs are there, no buses, trains for easy commute, Relationships are broken, nobody is happy in all the western countries, divorce, cheating, and mind you, most indians are contributing towards the economic growth of USA, all the software engineers from India, now you're Deporting them as if your citizens are all geniuses, Indian community is not at all a problem, your mindset towards us, is the problem, this is racism, this is discrimination, America is supposed to be the origin and flag-bearer Of democracy, do something about that, other than Focusing on people who are residing peacefully with you guys, yes you have the law and order, enforce them on everyone, but don't blame them just because they're different, different in colour, religion, accent etc.
Identity Attack0.45348886
Insult0.4339631
Profanity0.36230123
Threat0.049451493
Severe Toxicity0.16960317
Moderate 0.4838166 Constructive 0.546 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
What's it to you. It's about time you put your own racists advice and go back to United States Tyler. Our problem is our problem, you go take care of you iced sleepy trump probs
What's it to you. It's about time you put your own racists advice and go back to United States Tyler. Our problem is our problem, you go take care of you iced sleepy trump probs
Identity Attack0.2331515
Insult0.47020787
Profanity0.059948977
Threat0.010265815
Severe Toxicity0.016577384
Moderate 0.43475235 Low Con 0.211
Jan 27, 2026 Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle …
There is not a single thing wrong with how Trump is getting rid of illegals. The problem lays with the democrat party that are sicking their dogs on to I.C.E. agents and making a spectacle on purpose. The msm is playing along with the democrats and doing there best to make it all look like it is Trumps fault. You cannot hate the Liberals and Democrats enough. They hate us.
Identity Attack0.3072352
Insult0.37279442
Profanity0.077731855
Threat0.04363242
Severe Toxicity0.015544481
Moderate 0.3811502 Moderate Con 0.41 Fear_Threat
Feb 17, 2026 41 likes LILLEY UNLEASHED: The fall of …
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
About what I'd expect from a Far Right Wing Newspaper like the National Post. Create a problem where no problem exists and blame it on non-White Immigrants. Right out of the Trump playbook.
Identity Attack0.38318536
Insult0.16773392
Profanity0.021740068
Threat0.009722093
Severe Toxicity0.008735657
Moderate 0.3389984 Moderate Con 0.317
Jun 22, 2025 How Canada broke its immigration …
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I …
Now as an American ., the illegal immigrants sem to be getting all the jobs while the American people are paying for everything and out of work and they giving out all kinds of perps,I an d I glad Trump is president so he can get the illegal out of this country. you have to blame the globist and NGOs and the WHO for this problem!
Identity Attack0.2964622
Insult0.16890354
Profanity0.029186781
Threat0.009178371
Severe Toxicity0.010528564
Moderate 0.30136615 Constructive 0.536 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Thank you for this. As a single mom of 3 kids in their 20’s I am shocked with the seeming hypocrisy in our country right now. Those who have deflect and blame trump for all …
Thank you for this. As a single mom of 3 kids in their 20’s I am shocked with the seeming hypocrisy in our country right now. Those who have deflect and blame trump for all our problems. We need to stop blaming and start paying attention to what really matters - our own citizens who are suffering.
Identity Attack0.012943448
Insult0.27558193
Profanity0.015557245
Threat0.00713294
Severe Toxicity0.0025177002
Low Tox 0.28547668 Constructive 0.713 Personal_Narrative
Feb 17, 2026 52 likes LILLEY UNLEASHED: The fall of …
👍 good luck Canada!!! But i forget President Trump and the USA are problem!!!
👍 good luck Canada!!! But i forget President Trump and the USA are problem!!!
Identity Attack0.18158256
Insult0.24171697
Profanity0.01174849
Threat0.008453408
Severe Toxicity0.005455017
Low Tox 0.2853768 Low Con 0.291
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is having the exact same immigration crisis as the U.S. in which its immigration policies only benefit greedy corporations seeking cheap immigrant labor. It’s why I support Trump’s tough deportation and immigration policies. Europe …
Canada is having the exact same immigration crisis as the U.S. in which its immigration policies only benefit greedy corporations seeking cheap immigrant labor. It’s why I support Trump’s tough deportation and immigration policies. Europe is having the same problem with immigration.
Identity Attack0.10221587
Insult0.082372494
Profanity0.014566627
Threat0.0067251488
Severe Toxicity0.0024795532
Low Tox 0.18174082 Constructive 0.643 Policy_Critique
Aug 30, 2025 3 likes Why Canadians Are Turning Against …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, …
1) Canadian politicians are running a Ponzi scheme - just keep bringing in more foreigners to pay for everybody else they already brought in 2) This immigration game was started after DeGaulle sparked Quebec separatism, and neither Ottawa nor Washington knew how to deal with this, other than to mass-import lots of foreigners in order to dilute the Anglo-French divide that was quickly turning toxic. Washington was not going to allow a new country to form on its northern frontier, potentially creating a new geopolitical fault line which could be exploited by the Soviet bloc. Therefore all the stops would be pulled out to rearrange the demographics of the suddenly fragile Canada. 3) This immigration game is just a human trafficking operation. Canada itself has been reduced to a human trafficking operation, originally to counter Quebec separatism, and then later the politicians just plain got addicted to importing new voters, rather than solving the problems of existing voters through good governance. 4) We're all up the creek without a paddle. Neither do I have any solutions to the current mess, nor do the people who made this video have any solutions. It's now like the weather - we can complain about it, but can't change it. Maybe Trump can solve it by breaking up Canada and turning pieces of it into new American states. I know - it's blasphemy - but... 5) *_I too am of Indian heritage,_* and have been a Canadian for over half a century.
Identity Attack0.105836816
Insult0.075868964
Profanity0.024062896
Threat0.009644418
Severe Toxicity0.004119873
Low Tox 0.18079062 Constructive 0.573 Unverified_Claim
Oct 2, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? …
While the end result is the actual "immigrant", you can tell these new immigrants all day and night to go back to their country... The immigrant themselves will be looking at you like... Huh? Why? Not understanding why people say that to them. Folks, the Trudeau/Carney Gov was the problem all along. Trudeau's campaign on bringing 500,000 a year made this a field day for everyone around the world... Furthermore the campaigns they would have in other countries to literally sell the idea for them to apply to become an immigrant in Canada. The libs are 100% responsible for what is happening now... For me to tell an immigrant, the he/she is not wanted here is not relevant... The government sold them the pitch to come here for a better life.... Trudeau allowed other loopholes to happen too.... Migrants through applying to colleges and universities, migrants through the liberal foreign work program and the list goes on. Now we have a problem and everyone sees it.... The question is what do we do as Canadians... I exercised my vote for blue...but we still had a majority of liberal supporters which was not just surprising but it seemed that people think Conservatives are bad people who are racist and want to follow trumps steps... i begged to differ.... I think what many of us are aiming for is a cleaning up of liberal policies... And stop immigration from ALL PLACES. Allow Canada to re-coop, reestablish and redevelop what it always was.
Identity Attack0.10221587
Insult0.06984934
Profanity0.02167175
Threat0.007909686
Severe Toxicity0.0043296814
Low Tox 0.165053 Constructive 0.776
Sep 8, 2025 Why Canadians Are Turning Against …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for …
Problem is the people keep electing liberal progressive woke making policies against its own people. Till people wake up you all going to the drain. We here in US at lease hold the line for a while with Trump in office hoping the next one will continue his fight for his people. Canadians are the one to blame and not this politicians. Elbow up huh??? You really don’t know how Trump trying to save North America and recalibrate it for the goodness of its people living in it.
Identity Attack0.041003603
Insult0.054962315
Profanity0.015249812
Threat0.0074048014
Severe Toxicity0.0024318695
Low Tox 0.112643376 Constructive 0.506 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s …
It’s the bash the liberal show here. not one comment shows a solution to the perceived problem. Well, I got one for you. PP is a mini Trump. Let’s have more heroes, floor crossers., that’s my solution to PP.
Identity Attack0.010951365
Insult0.05262003
Profanity0.014293353
Threat0.010809537
Severe Toxicity0.0024414062
Low Tox 0.11181668 Moderate Con 0.362 Meta_Commentary
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They …
This is Trump's fault and our Liberal government is doing their best to fix this mess. Do not worry, everything will be ok. Elbows up everyone, work hard and always trust the liberal government. They will solve this problem. All should boycott the USA! Do not buy their products, cars, etc. Do not go there! There industry and healthcare will collapse soon. Canada will win this battle at the end of the day. Trust in Liberal!
Identity Attack0.023193322
Insult0.04149419
Profanity0.012380436
Threat0.008285114
Severe Toxicity0.002298355
Low Tox 0.10566349 Moderate Con 0.461 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
We need Trump to eliminate these problems. The liberals are doing this on purpose to gain votes!
Identity Attack0.020781586
Insult0.027841117
Profanity0.0138151245
Threat0.022853967
Severe Toxicity0.0024032593
Low Tox 0.10175867 Low Con 0.25
Oct 1, 2025 IRCC Names India in Study …
Last I heard Canadiens don’t have an issue with immigration and the current government is reviewing the process anyhow so what is your problem here right? Trump loving Toronto Sun
Last I heard Canadiens don’t have an issue with immigration and the current government is reviewing the process anyhow so what is your problem here right? Trump loving Toronto Sun
Identity Attack0.014752249
Insult0.021868404
Profanity0.011014067
Threat0.0060713873
Severe Toxicity0.0011396408
Low Tox 0.05131592 Moderate Con 0.326 Meta_Commentary
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
No problem as never will go until Trump is gone, long gone
No problem as never will go until Trump is gone, long gone
Identity Attack0.00028733772
Insult0.005376083
Profanity0.000098590244
Threat0.019492099
Severe Toxicity0.000012291936
Low Tox 0.04982741
Dec 7, 2025 5 likes
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling …
No jobs and no housing? Why not build more small, affordable homes while expanding your cities? Why not create more jobs? Don't you want to grow and focus less on the USA and Trump? Expelling immigrants who genuinely want to live in Canada shouldn't be your solution to these problems. After all, Canada came into existence thanks to immigrants, right? Reclaiming houses bought by foreigners who don't even reside in your country could be a better approach. Only citizens or permanent residents should have the right to buy or build real estate.
Identity Attack0.00021986593
Insult0.00016915216
Profanity0.000015848518
Threat0.0000326271
Severe Toxicity0.0000023333337
Low Tox 0.00056050584 Policy_Critique
May 16, 2025

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.