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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Can we do a president …" 59 comments · Page 2 of 3
The bazaar woman needs to be given a sentence . Even president of France sarkozy received a sentence
The bazaar woman needs to be given a sentence . Even president of France sarkozy received a sentence
Identity Attack0.23922618
Insult0.14331897
Profanity0.04516909
Threat0.108496375
Severe Toxicity0.01159668
Low Tox 0.28312725 Low Con 0.252
Oct 2, 2025 1 likes IRCC Names India in Study …
John tibbits is the worst offender of this. He has publicly insulted the residents and taxpayers of the region in which conestoga college is located, for questioning him on the fraud and problems the international …
John tibbits is the worst offender of this. He has publicly insulted the residents and taxpayers of the region in which conestoga college is located, for questioning him on the fraud and problems the international students he’s brought in have caused or participated in. Even other ontario college presidents have called him out on this and he’s extremely defiant. He needs to be removed from Conestoga college in any acting role and banned from running an educational institution in the future
Identity Attack0.0073625734
Insult0.25602314
Profanity0.018392462
Threat0.013010317
Severe Toxicity0.004825592
Low Tox 0.27525392 Moderate Con 0.481
Oct 1, 2025 IRCC Names India in Study …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all …
Canada…Canada..stop..stop..visa,immigration & refugees..all frauds with government..be like’s president TRUMPS..he is absolutely right…otherwise ..we will be next USA..unemployment ,inflation…& more crime…wakes up…they peoples gets undeserved benefits from Canada governments..we know everything..how governments authorities..don’t know this all scandals..wondering…some thing big way wrong going on government side’s also…go deeply…once again I repeat..refugees status very big scandals kicks them immediately out of Canada..most of them working..unofficial in cash payments received…& government all benefits & finance enjoying…that’s more burden on governments & tax payers in Canada..wakes up..mercy less..immediately..still not too late..otherwise once in futures Canadian citizens will be refugees…we know at least India…consultants & contacts in Canada..sir..wakes up..wakes up.
Identity Attack0.2127345
Insult0.16817254
Profanity0.02344803
Threat0.010835429
Severe Toxicity0.009651184
Low Tox 0.26859093 Constructive 0.532
Nov 8, 2025 1 likes IRCC Names India in Study …
vote the bike guy for president
vote the bike guy for president
Identity Attack0.01656105
Insult0.17858955
Profanity0.035900343
Threat0.008323951
Severe Toxicity0.0043678284
Low Tox 0.2396185 Low Con 0.239 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
This is an exact copy of America's story. Even though the immigrants are now being deported, inflation is still rising out of control. The US has been destroyed by our own president.
Identity Attack0.105836816
Insult0.097093195
Profanity0.021330157
Threat0.012958534
Severe Toxicity0.0044059753
Low Tox 0.23739935 Moderate Con 0.458
Aug 25, 2025 Why Canadians Are Turning Against …
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
Identity Attack0.089145996
Insult0.05964688
Profanity0.019553876
Threat0.038220957
Severe Toxicity0.010757446
Low Tox 0.21107252 Moderate Con 0.376 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just …
Bruh idk why Democrats are getting mad AF on what President Trump is doing securing the border and arresting, deporting Illegals. Imagine if Trump didn't win presidency then US will just going to be just like what happening to Canada or Brampton.
Identity Attack0.06929302
Insult0.07967083
Profanity0.05168226
Threat0.010654188
Severe Toxicity0.0049591064
Low Tox 0.19124292 Moderate Con 0.483 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
Buddy in the orange needs to run for president . BASED AF
Buddy in the orange needs to run for president . BASED AF
Identity Attack0.015254694
Insult0.08434689
Profanity0.034397304
Threat0.008336896
Severe Toxicity0.0041007996
Low Tox 0.18269104 Low Con 0.18
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 …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly …
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president. This video spreads only hatread. The only issue is asylum seekers, int students bring millions to canadian e onomy. Stop asylum... Ukraine mainly using asylum...
Identity Attack0.08087392
Insult0.047349896
Profanity0.013268576
Threat0.007832011
Severe Toxicity0.0028419495
Low Tox 0.1460314 Moderate Con 0.42 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This the results of continuing to vote in liberal progressive leadership,this was starting to happen in the U.S. Thank God most Americans have awakened to the madness and voted in a conservative president who is …
This the results of continuing to vote in liberal progressive leadership,this was starting to happen in the U.S. Thank God most Americans have awakened to the madness and voted in a conservative president who is taking control and stopping the madness.I suggest to you my Northern neighbors to do the same and save your Nation!
Identity Attack0.023796257
Insult0.06599696
Profanity0.019007329
Threat0.00713294
Severe Toxicity0.0021457672
Low Tox 0.12520397 Constructive 0.599
Aug 25, 2025 Why Canadians Are Turning Against …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout British Indians in Uganda. Colonialist English empire was the cause of of Idi Amin's actions. British Kingdom migrated thousands of Indians as cheap labour to build rail lines to mineral rich regions extending to DRC- Uganda city of Kasese and Kilembe mines. When the railway was completed, they offered them British citizens including those born in Uganda. The colonial British gave them business loans, including Indian banks to extend credit and loans to Indians without surerities. They were allocated colonial govt freehold land for free in the most prime areas of uganda major cities like Kampala, Jinja, Masaka, Mbale, Soroti, Mpigi, Tororo etc while black Ugandan indegenous people were pushed into the rural areas to work in factories, mines and businesses set up for British Asians. As you can guess, business class get super rich while Africans who didnt work on their own coffee, cotton, and domestic farms were left to work as clerks, securicor, teachers, Christian clergy/ reverands and local tax collectors for the govt. Brutal as he was, Indi Amin saw and used this imbalance as a second liberation war, economic war, to kick out all British Asians holding UK Passports and any other Ugandan born who didnt want to abide by the authority of indegenous people. Amin killed whoever tried to challenge his life president, he killed 72 ugnadans, mainly politicians by public firing squad aired on TV. He killed the Anglican Archbishop Luwum, he killed the 1st Ugandan Chief Justice Ben Kiwanuka. He was brutal BUT, every Ugandan is celebrating his nationalism of caring for ordinary people AND opening their eyes on trade and business by KICKING OUT economy sacking British Asians. This is history I saw and followed because i was a kid in primary school at the time 1972. In addition to that Indians in Uganda were so arrogant to indegenous Ugandans, I experienced it. So when i see how Canadians resent them I dont feel for them unfortunately. I already had enough on my plate in Canada. Indians were the owners of biggest to smallest shops in major cities and town in Uganda because of free capital and soft loans, financed business premises thru the colonial British suckers. They showd that arrogance which pissed most of the indegenous Ugandans. For example if you went to a shop and burgained on a KG of sugar or bread, or shirt, and didnt get fail to buy because you dont have that much or failed to get a good deal, the Indian shopkeeper would insult any Afriacn in Indian- Luganda accent " oba tayagala genda malala jali..mali ya nyoko?". meaning " If you dont want to buy go, others are there will buy, is this your capital/ stock?". Many songs were sung after the 1972 kickout depicting that phrase/ quote.
Identity Attack0.08749158
Insult0.054376744
Profanity0.017572641
Threat0.012906751
Severe Toxicity0.0038909912
Low Tox 0.119997114 Constructive 0.744 Comparative_Framing
Oct 11, 2025 IRCC Names India in Study …
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what …
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what the community and people of El Salvador are saying of the president's strict laws on gangs and organized crime. It will show us 1st hand what we can learn by what theyre doing about their criminals and give the people a platform to voice their opinions.
Identity Attack0.021987455
Insult0.060752302
Profanity0.013644327
Threat0.008841781
Severe Toxicity0.0022506714
Low Tox 0.112953395 Constructive 0.732 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Identity Attack0.016862517
Insult0.03158728
Profanity0.01220964
Threat0.050098058
Severe Toxicity0.0030708313
Low Tox 0.112850055 Low Con 0.256 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president
Albertabs proud canadians.. Never want stay with USA agents like ukeaine president
Identity Attack0.041261412
Insult0.055547886
Profanity0.0113215
Threat0.006699257
Severe Toxicity0.0018310547
Low Tox 0.11161 Low Con 0.182 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m trying to elect double lock Johnny for president
I’m trying to elect double lock Johnny for president
Identity Attack0.007214582
Insult0.039151907
Profanity0.02167175
Threat0.009100696
Severe Toxicity0.0023937225
Low Tox 0.10696511 Low Con 0.292 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
guy on the bike for president pls
guy on the bike for president pls
Identity Attack0.008213525
Insult0.024768941
Profanity0.021876704
Threat0.020091362
Severe Toxicity0.0039100647
Low Tox 0.09958932 Moderate Con 0.334
Jan 27, 2026 Inside Canada's Indian Invasion...
Bike guy for president?
Bike guy for president?
Identity Attack0.0061046463
Insult0.04149419
Profanity0.016821137
Threat0.007417747
Severe Toxicity0.0018692017
Low Tox 0.09915545 Moderate Con 0.336 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Bicycle Dude for PRESIDENT
Bicycle Dude for PRESIDENT
Identity Attack0.007473567
Insult0.03566399
Profanity0.017777596
Threat0.0077284453
Severe Toxicity0.002374649
Low Tox 0.08479069 Moderate Con 0.362 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
I think guy on the bike should be the next president of Canada 🇨🇦
I think guy on the bike should be the next president of Canada 🇨🇦
Identity Attack0.0076955543
Insult0.031036375
Profanity0.01261955
Threat0.007819066
Severe Toxicity0.0017929077
Low Tox 0.08004235 Moderate Con 0.309 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
8:20 alright this guy should be president
8:20 alright this guy should be president
Identity Attack0.010211408
Insult0.02012808
Profanity0.020373698
Threat0.009307829
Severe Toxicity0.00289917
Low Tox 0.05750068 Low Con 0.198 Call_To_Action
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
bike guy for the canadas presidency😂
bike guy for the canadas presidency😂
Identity Attack0.006178642
Insult0.026444806
Profanity0.014225035
Threat0.0071588317
Severe Toxicity0.0016021729
Low Tox 0.054037213 Low Con 0.297 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
Bicycle Man for PRESIDENT OF THE WORLD ❤
Bicycle Man for PRESIDENT OF THE WORLD ❤
Identity Attack0.00776955
Insult0.02122384
Profanity0.0147374235
Threat0.007948523
Severe Toxicity0.0022792816
Low Tox 0.04735767 Low Con 0.218 Humor_Satire
Jan 29, 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.