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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: "Trump is doing all these …" 373 comments · Page 9 of 15
And I wonder just how much of this is as a result of the hate based rhetoric percolating north from the land of Trump. As well as all the illegal guns coming in from down …
And I wonder just how much of this is as a result of the hate based rhetoric percolating north from the land of Trump. As well as all the illegal guns coming in from down there.
Identity Attack0.034300596
Insult0.07396803
Profanity0.013405213
Threat0.012130005
Severe Toxicity0.0034713745
Low Tox 0.18459146 Moderate Con 0.373 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 …
Wow, western countries are over with, all the EU/UK/USA (no matter what Trump thinks he doing) are all to multi cultural to ever reverse this, in the 30 whites will be a minority, in 50 a rarity and the world will continue, this is life baby, for all us in our 50s, sure was nice back in the day, at east we got to experience it. A culture where if one person has a job, than as many can fit in the house life for free...is basically what the one dude said, that is how they think over all.
Identity Attack0.14233272
Insult0.05144889
Profanity0.021466793
Threat0.0079873605
Severe Toxicity0.0051116943
Low Tox 0.18459146 Constructive 0.568
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Listen to Trump. Stop giving away your country. Do not give them Birthright Citizenship.
Listen to Trump. Stop giving away your country. Do not give them Birthright Citizenship.
Identity Attack0.09245483
Insult0.054962315
Profanity0.0127903465
Threat0.011430934
Severe Toxicity0.004425049
Low Tox 0.18174082 Low Con 0.19
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
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)
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to …
Brampton aka Bramladesh is the worst, but all cities, even small ones have been taken over right now in Canada. It's terrible, and if Trump doesn't absorb us into the USA and put ICE to work, god might as well send meteors. Thank you Tyler for showing this and braving the cold.
Identity Attack0.025203101
Insult0.082619295
Profanity0.019212283
Threat0.008582866
Severe Toxicity0.0037574768
Low Tox 0.17198499 Constructive 0.625 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is why Trump doesn't trust Canada!
This is why Trump doesn't trust Canada!
Identity Attack0.12735364
Insult0.036435258
Profanity0.012995303
Threat0.00756015
Severe Toxicity0.003414154
Low Tox 0.17111848 Low Con 0.184 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Yes, it is free for all. This is why they are letting so many criminals into the country. President Trump's order to increase border protection is good
Yes, it is free for all. This is why they are letting so many criminals into the country. President Trump's order to increase border protection is good
Identity Attack0.027614836
Insult0.07935401
Profanity0.012722028
Threat0.008311004
Severe Toxicity0.0025749207
Low Tox 0.17025198 Moderate Con 0.43
Nov 21, 2025 Thousands of refugees allowed into …
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
And we question why President Trump is being so hard on Canada. We are a huge security threat. And it’s getting worse. Thanks Liberals.
Identity Attack0.03636306
Insult0.075868964
Profanity0.01402008
Threat0.011638066
Severe Toxicity0.0032997131
Low Tox 0.16765249 Moderate Con 0.34 Fear_Threat
Feb 27, 2026 21 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
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 …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump stopped this for america 🇺🇸 and canada there is no one to stop this happening to canada 😢😢😢😢
Identity Attack0.04512853
Insult0.0573046
Profanity0.014156717
Threat0.015947454
Severe Toxicity0.003967285
Low Tox 0.16043124 Moderate Con 0.305 Unverified_Claim
Sep 21, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
Trump please send everyone home to their own land. This is not fair what is happening.
Trump please send everyone home to their own land. This is not fair what is happening.
Identity Attack0.083355546
Insult0.033019636
Profanity0.013405213
Threat0.009385503
Severe Toxicity0.003528595
Low Tox 0.15987846 Moderate Con 0.301 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
the gov rents the houses for them with tax payers money and then you cant find a house and then they raise your taxes to pay for it, wake up canada, get rid of justin, …
the gov rents the houses for them with tax payers money and then you cant find a house and then they raise your taxes to pay for it, wake up canada, get rid of justin, elect your own trump!
Identity Attack0.011247349
Insult0.071433455
Profanity0.014942379
Threat0.023199292
Severe Toxicity0.004501343
Low Tox 0.15822013 Low Con 0.246
Jul 23, 2018 3 likes How much do refugees and …
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores …
Trump derangement is more importantly reported instead of real news based on how to better the relationship with USA as a partner to our economy and welfare No instead carney Goes off to other shores Because he knows his time in power is coming soon to an end Once an election is called And he only thinks of what’s next for him
Identity Attack0.0076215584
Insult0.08582769
Profanity0.015010698
Threat0.006330303
Severe Toxicity0.0019168854
Low Tox 0.15600902 Low Con 0.273 Policy_Critique
Feb 26, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
But f Trump, amirite?
But f Trump, amirite?
Identity Attack0.0063266335
Insult0.06564732
Profanity0.12220735
Threat0.0067316215
Severe Toxicity0.0044441223
Low Tox 0.1537979 Low Con 0.275 Humor_Satire
Jan 22, 2026 Quebec Ends Economic Immigration Program …
We are suffering greatly but if we all collectively blame it on Trump we can feel better while it gets worse. Elbows up everybody
We are suffering greatly but if we all collectively blame it on Trump we can feel better while it gets worse. Elbows up everybody
Identity Attack0.010507392
Insult0.06512285
Profanity0.015898837
Threat0.012906751
Severe Toxicity0.0023460388
Low Tox 0.15324512 Moderate Con 0.413
Jan 14, 2026 1 likes Canada’s new rules in 2026
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could continue to pay minimum wage for labor. The politicians get board positions in exchange for these favours. The media is heavily subsidized by government, and Donald Trump going off on Canada and threatening tariffs was all they needed to ensure our conservatives could be painted as traitors to the country and the Liberals could be guaranteed a win so the charade can continue.
Identity Attack0.055218685
Insult0.07428485
Profanity0.018392462
Threat0.008077981
Severe Toxicity0.0031089783
Low Tox 0.15324512 Moderate Con 0.488 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
The guy in bike sound like trump lol
The guy in bike sound like trump lol
Identity Attack0.010655383
Insult0.06953252
Profanity0.027683776
Threat0.007935578
Severe Toxicity0.0030708313
Low Tox 0.15324512 Low Con 0.205 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
Are we not just becoming Donald trump lite as a nation??? Are we playing to nationalist trobes..
Are we not just becoming Donald trump lite as a nation??? Are we playing to nationalist trobes..
Identity Attack0.04435511
Insult0.061451588
Profanity0.018734055
Threat0.008129764
Severe Toxicity0.0030517578
Low Tox 0.15269235 Low Con 0.237 Identity_Assertion
Dec 31, 2025 Deportations From Canada at Their …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how …
Trump's administration and handling of ICE is becoming a chaotic disaster, but I am so glad they are locked in. They need better training, better rhetoric, and better leadership. Every time I think about how dangerous they are becoming, I also remember this could be America lol idk why we can't win... just needs to be accountability and actual morals
Identity Attack0.009989422
Insult0.076819435
Profanity0.022354934
Threat0.008013252
Severe Toxicity0.0025367737
Low Tox 0.15213956 Constructive 0.627
Jan 27, 2026 Inside Canada's Indian Invasion...
These same people have the nerve to criticize Trump and Americans. Btw ... Abortions are encouraged, the global warming scare, and cost of living, made young Canadians not have children,what did you expect?
These same people have the nerve to criticize Trump and Americans. Btw ... Abortions are encouraged, the global warming scare, and cost of living, made young Canadians not have children,what did you expect?
Identity Attack0.05612817
Insult0.060752302
Profanity0.015523086
Threat0.009204263
Severe Toxicity0.0032424927
Low Tox 0.15158679 Moderate Con 0.465
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 Why Canadians Are Turning Against …
Enough. Get busy, like Mr. Trump.
Enough. Get busy, like Mr. Trump.
Identity Attack0.0037922803
Insult0.0817555
Profanity0.014395831
Threat0.008259222
Severe Toxicity0.0020694733
Low Tox 0.15048122 Low Con 0.122 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadians will do everthing in their power to ANGER Trump. WHY ?? Because we want our Country BACK.
Canadians will do everthing in their power to ANGER Trump. WHY ?? Because we want our Country BACK.
Identity Attack0.06249457
Insult0.04383647
Profanity0.014088398
Threat0.0097738765
Severe Toxicity0.0038337708
Low Tox 0.147767 Moderate Con 0.364 Identity_Assertion
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …

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.