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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: "Carney's for you😊" 340 comments · Page 8 of 14
Ten years of Liberal rule — from Trudeau to Carney, Canada has gone from bad to worse.
Ten years of Liberal rule — from Trudeau to Carney, Canada has gone from bad to worse.
Identity Attack0.04306607
Insult0.16266862
Profanity0.015283971
Threat0.0067834044
Severe Toxicity0.0030326843
Low Tox 0.21107252 Low Con 0.282
Sep 29, 2025 38 likes IRCC Names India in Study …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote that Canada has seen since September 2022. The timing of this event was significant — it came as Canadian PM Mark Carney met his Indian counterpart Narendra Modi on the sidelines of the G20 Summit in Johannesburg
Identity Attack0.18468912
Insult0.060927123
Profanity0.022013342
Threat0.13815513
Severe Toxicity0.010147095
Low Tox 0.20705862 Moderate Con 0.471 Unverified_Claim
Nov 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
2 billion spent on someone else’s war. While laid off thousands of employees and public service due to low budget. There is no one to help local businesses. No service. 👏. Carney is not Capable.
2 billion spent on someone else’s war. While laid off thousands of employees and public service due to low budget. There is no one to help local businesses. No service. 👏. Carney is not Capable.
Identity Attack0.00258985
Insult0.17237684
Profanity0.015864678
Threat0.007353018
Severe Toxicity0.0022697449
Low Tox 0.20335422 Moderate Con 0.434 Policy_Critique
Aug 25, 2025 3 likes Why Canadians Are Turning Against …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio? But he absolutely needs to be also removed He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life He has done nothing to repair the relationship with USA Which he has to repair No instead he is working on China Go figure why Because they are a communist regime Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them But now its not Why? These are the kind of questions that should be asked Why Because CTV and CBC Are our CNN NBC Equivalent of fake news And totally Libéral bias
Identity Attack0.010063417
Insult0.16751462
Profanity0.020168742
Threat0.013631714
Severe Toxicity0.0051498413
Low Tox 0.20312156 Moderate Con 0.448 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Carney needs to be fired ASAP or captured by Trump. Either would work for me
Carney needs to be fired ASAP or captured by Trump. Either would work for me
Identity Attack0.0075105648
Insult0.06477321
Profanity0.01982715
Threat0.13815513
Severe Toxicity0.005836487
Low Tox 0.20265625 Low Con 0.156
Jan 13, 2026 Canada’s new rules in 2026
The entire Carney lead Liberal party is absent and clueless!
The entire Carney lead Liberal party is absent and clueless!
Identity Attack0.022992345
Insult0.15911613
Profanity0.018665737
Threat0.0073789097
Severe Toxicity0.0030136108
Low Tox 0.20242359 Low Con 0.158 Policy_Critique
Feb 26, 2026 7 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
good times make weak men, the prosperous 80's and 90's and early 2000's had made many canadians become weak and accustomed to the good times, so they voted for weak men like trudeau and carney. …
good times make weak men, the prosperous 80's and 90's and early 2000's had made many canadians become weak and accustomed to the good times, so they voted for weak men like trudeau and carney. Wait till hard times comes to see how strong canadians will become, though i believe the TDS will make hard times continue for a long time.
Identity Attack0.057492398
Insult0.16053712
Profanity0.015079016
Threat0.0072753434
Severe Toxicity0.0028419495
Low Tox 0.20126031 Moderate Con 0.463 Identity_Assertion
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
Identity Attack0.050443888
Insult0.1087965
Profanity0.014122557
Threat0.008686432
Severe Toxicity0.0035095215
Low Tox 0.20032968 Low Con 0.26
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney. It is a deliberate strategy by a group loyal to …
It wasnt Canada that broke mmigration, it was done deliberate policy by trudeau liberals and has not stopped with the placement of trudeau 2.0 Carney. It is a deliberate strategy by a group loyal to unelected billionaires of the WEF. It is a gl9balist ideology that hates democracy, hates the middleclass and wants to create a new feudalism. It was aided and enabled by complicit legacy media that kept silent fir a decade by omitting to report, under reporting what was happening and the issues mass unvetted immigration of ppl without Canadian values, who hate western democracies was creating.
Identity Attack0.04435511
Insult0.14331897
Profanity0.022764845
Threat0.00823333
Severe Toxicity0.004501343
Low Tox 0.20009702 Moderate Con 0.355 Unverified_Claim
Jun 20, 2025 1 likes How Canada broke its immigration …
Canadians don't want people who won't pledge allegiance to the country above all else, and who refuse to assimilate to our country's judeo-christian heritage. Carney has 3 passports - can he really be loyal to …
Canadians don't want people who won't pledge allegiance to the country above all else, and who refuse to assimilate to our country's judeo-christian heritage. Carney has 3 passports - can he really be loyal to our country and it's citizens. So far, he has proven himself to prefer a World New Order, and friend to the world's most dangerous country, China. Would Carneys wife appreciate it if he had two mistresses?
Identity Attack0.18313584
Insult0.06512285
Profanity0.013063621
Threat0.0077802283
Severe Toxicity0.0051879883
Low Tox 0.19694418 Moderate Con 0.464 Identity_Assertion
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try …
Damage is done and by the time it is fixed which I doubt it will, it will be too late. Assimilate into a new culture, not bring all your conflicts to Canadian soil, and try to take over the country and transform it to something else nobody wants. The illegals continue to come in courtesy of Carney carrying the socialist torch from Trudeau.
Identity Attack0.11512129
Insult0.081508696
Profanity0.015010698
Threat0.00866054
Severe Toxicity0.0037384033
Low Tox 0.19504376 Moderate Con 0.378 Policy_Critique
Aug 30, 2025 Why Canadians Are Turning Against …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
RIP Canada- loving message from Liberal Trudo Carney who sold Canada to India
RIP Canada- loving message from Liberal Trudo Carney who sold Canada to India
Identity Attack0.10221587
Insult0.07333439
Profanity0.014327513
Threat0.009281937
Severe Toxicity0.0038719177
Low Tox 0.1883923 Low Con 0.221 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
If Carney wasn’t happy with her performance she’d be fired!
If Carney wasn’t happy with her performance she’d be fired!
Identity Attack0.0059936526
Insult0.053205602
Profanity0.019758832
Threat0.13178273
Severe Toxicity0.004081726
Low Tox 0.18744208 Low Con 0.265 Policy_Critique
Feb 26, 2026 46 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Mark "Who Cares about real Canadians" Carney
Mark "Who Cares about real Canadians" Carney
Identity Attack0.105836816
Insult0.071116626
Profanity0.024541125
Threat0.0066280556
Severe Toxicity0.004749298
Low Tox 0.18744208 Low Con 0.202 Identity_Assertion
Feb 24, 2026 3 likes 'We do know that there's …
Cover the story about Brookfield mowing down the Amazon rainforest, and carney being fined 800k for owning slaves
Cover the story about Brookfield mowing down the Amazon rainforest, and carney being fined 800k for owning slaves
Identity Attack0.08666438
Insult0.06337463
Profanity0.023311393
Threat0.011456826
Severe Toxicity0.005760193
Low Tox 0.18649188 Low Con 0.218
Jan 3, 2026 16 likes New rules, regulations take effect …
Lets remember Mark Carney said this "Muslim values are Canadian values" xd
Lets remember Mark Carney said this "Muslim values are Canadian values" xd
Identity Attack0.23011416
Insult0.033680726
Profanity0.022286616
Threat0.0071070488
Severe Toxicity0.005378723
Low Tox 0.17718399 Moderate Con 0.326
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can …
We have become too liberal not too conservative. Justin Trudeau has destroyed the once great country that Canada once was. Trudeau and Carney and the WEF globalists want to destroy the west so they can control us but as long as people keep,voting Liberal then nothing will change.
Identity Attack0.045901958
Insult0.07270074
Profanity0.014327513
Threat0.016465442
Severe Toxicity0.0037384033
Low Tox 0.17631748 Low Con 0.299
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or supervision determinng the next course of action. Yet again, not the majority of Canadians or electorate voted 🗳 Liberal government back in power under the leadership of Mark Carney, lol! Now, to me, strangely enough the government seems to fall off the cliff or wagon once more with their bizarre and inconsistent policies overshadowing in my opinion!🤦
Identity Attack0.052490227
Insult0.08508729
Profanity0.028913507
Threat0.009204263
Severe Toxicity0.0047683716
Low Tox 0.17545098 Constructive 0.513
Nov 21, 2025 Thousands of refugees allowed into …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in …
It's Trudeau's fault! But it's strange that Canadians voted Liberal again! Canadians are going to get the same outcome with Carbon Tax Carney leading the country. Stop voting Liberals, they always leave the country in shambles! Stephen Harper was a great leader! We need that again, forget about the Liberals!
Identity Attack0.068465814
Insult0.0838533
Profanity0.01402008
Threat0.0076637166
Severe Toxicity0.0031471252
Low Tox 0.17545098 Constructive 0.515
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This need to stop get the Fawk out carney and let’s gets order in our country it’s already out of control
This need to stop get the Fawk out carney and let’s gets order in our country it’s already out of control
Identity Attack0.012441003
Insult0.06267534
Profanity0.11911256
Threat0.008945347
Severe Toxicity0.00579834
Low Tox 0.17198499 Low Con 0.164
Sep 30, 2025 IRCC Names India in Study …
Follow the so called government "generational investments" and policies like EVs, modular homes, solar panels and small nuclear reactors as some salient examples, and Brookfield assets pops up all the time, and Carney making his …
Follow the so called government "generational investments" and policies like EVs, modular homes, solar panels and small nuclear reactors as some salient examples, and Brookfield assets pops up all the time, and Carney making his 3% profit sharing as former director. Totally compromised PM profiting off the backs of Canadians. This woke WEF globalist is continuing to destroy Canada with each annoucement.
Identity Attack0.026207991
Insult0.0838533
Profanity0.017436003
Threat0.011689849
Severe Toxicity0.0034332275
Low Tox 0.17111848 Moderate Con 0.418 Unverified_Claim
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Carney just rubberstamped tens(hundred of?) of thousands of them. As if we don't have a pile of housing issues, food issues and so on. Why are they claiming asylum? India is a democracy. They also …
Carney just rubberstamped tens(hundred of?) of thousands of them. As if we don't have a pile of housing issues, food issues and so on. Why are they claiming asylum? India is a democracy. They also have no civic manners.
Identity Attack0.120924085
Insult0.06407392
Profanity0.019485557
Threat0.0089712385
Severe Toxicity0.0038337708
Low Tox 0.17025198 Constructive 0.527
Oct 1, 2025 IRCC Names India in Study …
PrickMinister Truedope's motto was "don't worry be happy smoke another joint" Chaos Carney’s motto is "Don't worry be happy (squared)".
PrickMinister Truedope's motto was "don't worry be happy smoke another joint" Chaos Carney’s motto is "Don't worry be happy (squared)".
Identity Attack0.006289636
Insult0.07745308
Profanity0.07514556
Threat0.010628296
Severe Toxicity0.0046920776
Low Tox 0.16331999 Low Con 0.254 Humor_Satire
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.