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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: "Replacement" 245 comments · Page 1 of 10
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low …
Mans soooo racist that’s there’s levels to it. Subsaharan Africans are some of the most intelligent and successful immigrant groups in the western world but his anti-black racism just blinded him meanwhile he’s a low life white trash too dumb and poor to have left in the great white flight so he just scapegoats the legacy racial group fro racists. What a piece of shit. That’s why your leaders are replacing you fucks because you can’t do shit.
Identity Attack0.6649212
Insult0.7775208
Profanity0.8089582
Threat0.07629784
Severe Toxicity0.48355904
Toxic 0.90451443 Moderate Con 0.369 Identity Attack Insult Moral_Argument
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The …
So many idoits are buying the narrative "ohh low birth rate" how can you belive that when say 5yrs ago the "experts" were saying we are to populated. Like turn your fucking brain on! The world was at a balance! But the jewish WEF elites are pushing the kalergi plan agenda also known as the great replacement. Remember Trudeau talking about a reset? What do you think that meant? Remember him going to India for "deals"? Come on people! Wake the fuck up! Our governments sold us out to the WEF agenda and we have to fight or we lose everything
Identity Attack0.46028158
Insult0.755201
Profanity0.70864636
Threat0.060766358
Severe Toxicity0.3735507
Toxic 0.8299589 Moderate Con 0.363 Insult Unverified_Claim
Aug 28, 2025 Why Canadians Are Turning Against …
Canadians aren't having kids because we're responsible and know we CANNOT AFFORD to have children, so i guess instead of doing something about the cost of living in this country, the government has just decided …
Canadians aren't having kids because we're responsible and know we CANNOT AFFORD to have children, so i guess instead of doing something about the cost of living in this country, the government has just decided to REPLACE us with IMMIGRANTS!! Its fucking disgusting, Liberals, you all should be ashamed of yourselves! 🤬🖕
Identity Attack0.48949075
Insult0.65129566
Profanity0.6001929
Threat0.013113883
Severe Toxicity0.349738
Toxic 0.7701451 Moderate Con 0.382 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and …
man this video is so racist. You better get the fuk out Canada we don’t want you here with your replacement theories. Canada is a multicultural and diverse nation. Stay south of the border and don’t mess with our life here. remeber whites also came from abroad including you or your ancestors
Identity Attack0.55044734
Insult0.5678696
Profanity0.6001929
Threat0.05236103
Severe Toxicity0.35368225
Toxic 0.76197964 Moderate Con 0.437 Identity Attack Insult Moral_Argument
Jan 30, 2026 2 likes Inside Canada's Indian Invasion...
the dumb low I Q white guy is why white peoples are getting replaced. he probably gets welfare all of his life.
the dumb low I Q white guy is why white peoples are getting replaced. he probably gets welfare all of his life.
Identity Attack0.6458014
Insult0.7090544
Profanity0.36230123
Threat0.022853967
Severe Toxicity0.16960317
Toxic 0.7510937 Low Con 0.261 Identity Attack Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, …
Whoever brought in ANY MUSLIMS and THIS MANY INDIANS has a LOT to answer for! ETHNIC CANADIANS should be paid to have more babies and we should NOT be paying child tax credit to muslims, Indians or any other foreigner group that wants to replace us! How stupid are we?!
Identity Attack0.6007182
Insult0.68668073
Profanity0.28938356
Threat0.011560392
Severe Toxicity0.09912638
Toxic 0.743089 Moderate Con 0.379 Identity Attack Insult Fear_Threat
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning …
And 50% of AMERICANS are still too fucking stupid or have so much suicidal empathy.. That they CONTINUE supporting the Marxist party doing this to America. Even with Trump in office.. We MUST keep winning & replacing woke Judges, & Republicans in state/Fed. Govt.. with true Patriots. We've been so heavily undermined from China & Dems/Communists.. That they were 80-90% completed with seizing 🇺🇸 too. Along with the mass invasion (to fraudulently boost Census #'s/House seats/Electoral College votes/new voters).. They're also trying to break America's back financially. With massive welfare, abuse, fraud, corruption & debt. (HENCE why the Left loves/defends fraud). And 80% of (R's) in Congress are weak, soft, bought & cucked. They dont even fight back. They're ALLOWING the collapse & Commie takeover. We need to support based candidates AND run for local/state/federal office, apply at agencies, start nonprofits & political groups. And organize MASSIVE protests to get more action/accountability from Trump/DOJ/Congress etc. The Left is willing TO DIE for their twisted beliefs... We MUST be willing to risk EVEN HALF as much to save this nation. Even half of what our Forefathers did in 1776, CW, WW2. Its now or never boys. Deus Vult 🇺🇲🇺🇲🇺🇲
Identity Attack0.55044734
Insult0.69164425
Profanity0.50818664
Threat0.13245705
Severe Toxicity0.35166132
Toxic 0.73663366 Constructive 0.56 Identity Attack Insult Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
You dumb whyte Canadians thought that you were gonna play replace black Canadians in the workplace with punjabi, how did that work out for you guys😂
You dumb whyte Canadians thought that you were gonna play replace black Canadians in the workplace with punjabi, how did that work out for you guys😂
Identity Attack0.6649212
Insult0.6677319
Profanity0.36230123
Threat0.012130005
Severe Toxicity0.21596274
Toxic 0.7308154 Low Con 0.218 Identity Attack Insult
Jun 18, 2025 How Canada broke its immigration …
Looser white indian replace the white population
Looser white indian replace the white population
Identity Attack0.7028837
Insult0.6109131
Profanity0.36230123
Threat0.13178273
Severe Toxicity0.35220072
Toxic 0.718943 Low Con 0.185 Identity Attack Insult Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only …
This is just more of the juice Kalergi Plan to enforce white replacement of all western countries. If citizens had any courage they would organize and kick them out of once white Canada. The only way to save Canada, America, Europe, and western countries is mass deportation and shut the borders! Most of us don't want your stinky invaders here nor your bullsh*t non assimilating cultures! GTFO!
Identity Attack0.57957685
Insult0.6308392
Profanity0.5013569
Threat0.13815513
Severe Toxicity0.23225145
Moderate 0.6863638 Low Con 0.266 Identity Attack Insult Unverified_Claim
Feb 20, 2026 Inside Canada's Indian Invasion...
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using …
Its absolutely insane that white people are too nice and too afraid to stop their country from becoming a 3rd world crap hole. Wake up white people. They are trying to replace you by using your niceness and generosity against you. They are evil.
Identity Attack0.60238177
Insult0.57566804
Profanity0.5013569
Threat0.016810767
Severe Toxicity0.16960317
Moderate 0.6667219 Moderate Con 0.345 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
The same shit is happening in Aus! It's almost always those who migrated from the rural parts of a developing country who don't (want to?) assimilate well. This is why there should be a "check" …
The same shit is happening in Aus! It's almost always those who migrated from the rural parts of a developing country who don't (want to?) assimilate well. This is why there should be a "check" to immigration. The honest, talented, hard-working immigrants, who get all my respect, looking to start anew get trampled, replaced by those disgustingly dishonest, visa dodgers at best.
Identity Attack0.38223284
Insult0.5678696
Profanity0.6242122
Threat0.021472665
Severe Toxicity0.16960317
Moderate 0.6588125 Constructive 0.652 Insult
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
That's the plan the great replacement of Canadian value with Islamic devil's 👿 the WEF NWO illuminati satanic puppet sellout POS snake globalist traitorous liberal criminal syndicate is killing us.
That's the plan the great replacement of Canadian value with Islamic devil's 👿 the WEF NWO illuminati satanic puppet sellout POS snake globalist traitorous liberal criminal syndicate is killing us.
Identity Attack0.5689151
Insult0.5739874
Profanity0.29168049
Threat0.34804323
Severe Toxicity0.23125283
Moderate 0.6426206 Low Con 0.145 Identity Attack Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I can’t believe how racist this is, should be ashamed. Everyone’s been divided and fighting and this is exactly what’s wrong with our societies. These damn immigrants coming in and destroying western civilization and we’re …
I can’t believe how racist this is, should be ashamed. Everyone’s been divided and fighting and this is exactly what’s wrong with our societies. These damn immigrants coming in and destroying western civilization and we’re just letting it happen. Replacing the majority white populations with low iq individuals.
Identity Attack0.57150364
Insult0.5678696
Profanity0.5188411
Threat0.07629784
Severe Toxicity0.16960317
Moderate 0.6407703 Moderate Con 0.419 Identity Attack Insult Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Sure do ask a lot of people if white people are being replaced, way to stoke the flames. I bet the right wing fascist scumbags love your new content.
Sure do ask a lot of people if white people are being replaced, way to stoke the flames. I bet the right wing fascist scumbags love your new content.
Identity Attack0.55044734
Insult0.6308392
Profanity0.3938786
Threat0.057856824
Severe Toxicity0.16960317
Moderate 0.6308517 Moderate Con 0.311 Identity Attack Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Just yet another example of how foolish Canadians were in 2015 when they replaced a competent Harper government with a very incompetent Trudeau/Carney government!
Just yet another example of how foolish Canadians were in 2015 when they replaced a competent Harper government with a very incompetent Trudeau/Carney government!
Identity Attack0.46028158
Insult0.6500014
Profanity0.089370176
Threat0.007197669
Severe Toxicity0.023076924
Moderate 0.61223894 Low Con 0.279 Insult Policy_Critique
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
Racist whyte Canadians created this mess,because they wanted to replace black Canadians in the workplace, because they feel uncomfortable working alongside black Canadians.
Racist whyte Canadians created this mess,because they wanted to replace black Canadians in the workplace, because they feel uncomfortable working alongside black Canadians.
Identity Attack0.6649212
Insult0.48399165
Profanity0.1352073
Threat0.00899713
Severe Toxicity0.035007052
Moderate 0.6027529 Low Con 0.297 Identity Attack
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians are the biggest cucks on the planer now. They literally get social status by hating their own race and demanding to be replaced. It didn’t start with the dot Indians either, they let the …
Canadians are the biggest cucks on the planer now. They literally get social status by hating their own race and demanding to be replaced. It didn’t start with the dot Indians either, they let the Chinese take their west coast, flooded their east with Arabs, and filled the prairies with sub-Saharans. They’re all horrified to even speak about it.
Identity Attack0.57957685
Insult0.57566804
Profanity0.37854016
Threat0.023544617
Severe Toxicity0.16960317
Moderate 0.6027529 Low Con 0.235 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They want to be replaced. Pathetic self hate
They want to be replaced. Pathetic self hate
Identity Attack0.018972786
Insult0.6308392
Profanity0.20375896
Threat0.012130005
Severe Toxicity0.017287504
Moderate 0.5921536 Low Con 0.169 Insult Fear_Threat
Feb 12, 2026 Canada's tighter immigration policy divides …
This is so dumb. They even said that the replacement rate is the lowest it's ever been. Canada is reliant on immigration.
This is so dumb. They even said that the replacement rate is the lowest it's ever been. Canada is reliant on immigration.
Identity Attack0.06158508
Insult0.61794597
Profanity0.26638454
Threat0.008440462
Severe Toxicity0.020644438
Moderate 0.5885171 Moderate Con 0.375 Insult
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not …
Why do Canadians continue to vote for the same liberal disastrous government? We needed a change many years ago, but Canadians are deaf, dumb and blind! Our government is actively working 'against' citizens and not 'for' citizens. They have an agenda to replace citizens with these new immigrants who will work for much lower wages. It is all about giving jobs to migrants and for the elite to get richer.
Identity Attack0.45348886
Insult0.6306599
Profanity0.12286829
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.584095 Moderate Con 0.478 Insult Policy_Critique
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
The white woman, unproductive, ungenerative, and now her use is less. Replaced by the brown. Whoop that white woman down.
The white woman, unproductive, ungenerative, and now her use is less. Replaced by the brown. Whoop that white woman down.
Identity Attack0.5913144
Insult0.47630358
Profanity0.21348765
Threat0.13262562
Severe Toxicity0.1597006
Moderate 0.56269526 Low Con 0.229 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians need to be replaced with more disposable people. Shut up and accept your fate.
Canadians need to be replaced with more disposable people. Shut up and accept your fate.
Identity Attack0.41052565
Insult0.5543018
Profanity0.15019037
Threat0.079364374
Severe Toxicity0.02373986
Moderate 0.5566829 Low Con 0.136 Insult
Jun 18, 2025 2 likes How Canada broke its immigration …
This is all of canada now. Bring in 8 million of them in a decade with no place to put them, then play stupid and pretend there's no homeless crisis. Every cashier, taxi driver, delivery …
This is all of canada now. Bring in 8 million of them in a decade with no place to put them, then play stupid and pretend there's no homeless crisis. Every cashier, taxi driver, delivery driver, security guard, fast food place.....all been replaced with foreign workers. I can barely understand half of them, and constantly have to ask them to repeat themselves.
Identity Attack0.11047905
Insult0.6120431
Profanity0.17613389
Threat0.010110466
Severe Toxicity0.017093835
Moderate 0.5532103 Moderate Con 0.473 Insult
Sep 18, 2025 Inside Canada's Indian Metropolis (Brampton)
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but …
No Canada has not been long deemed a hub of multiculturalism. You are a globalist liar. Multiculturalism has been crammed down our throats in the last 3 decades. Canada was created by immigration alright, but immigration of Judeo-Christian Europeans who all assimilated into Canadian Culture. In the last 3 decades they have been trying to destroy that Canada by bringing in people from everywhere but Judeo-Christian nations with nothing in common with that Canadian culture and trying to force Canadians to accept being replaced by non assimilating 2nd, 3rd and 4th world Rodents who try to turn the country into the shitholes they ran from. You can lie all you want. Canada is finished if they don't deport everything that came in illegally under Trudeau and Harper that have been allowed to discriminate openly along with the women against the White males that created everything. That is what's happened in Canada, not the BS you spew here. Deport them all and Make Canada Canada again. One last point, foreign students have been the biggest nothingness brought in. Canadian kids get excluded because the foreign student pays twice the tuition, that's the only reason they are brought in. The majority make nothing better and disrespect the country openly, daily. That is the truth about Canada and immigration.
Identity Attack0.11307524
Insult0.32162124
Profanity0.013995135
Threat0.0039436007
Severe Toxicity0.0041283946
Moderate 0.5240014
Apr 14, 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.