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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: "The Liberals " 1,410 comments · Page 18 of 57
The Liberals have DESTROYED this country.
The Liberals have DESTROYED this country.
Identity Attack0.28034934
Insult0.26395
Profanity0.06796519
Threat0.05397744
Severe Toxicity0.013285006
Moderate 0.37751234 Low Con 0.192 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I do not believe the Liberal Govt won the last Election...just look into all of the shady dealings, and complaints, 14 thousand outstadinng election integrity complaints...WTF and elections Canada is doing nothing about it our …
I do not believe the Liberal Govt won the last Election...just look into all of the shady dealings, and complaints, 14 thousand outstadinng election integrity complaints...WTF and elections Canada is doing nothing about it our the 124,000 cancelled ballots, they DID NOT WIN...the Left once in power steals power to make sure their crimes are never exposed
Identity Attack0.047706615
Insult0.28791866
Profanity0.33808854
Threat0.009281937
Severe Toxicity0.01502803
Moderate 0.37751234 Constructive 0.511
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
This makes Iselin NJ jealous. Though unlike Somalis, at least the Indians work...the scammers generally stay in India. But still, Canada is losing its culture. Only liberal Western nations allow this unchecked immigration.
Identity Attack0.39334553
Insult0.35016364
Profanity0.040409464
Threat0.0084793
Severe Toxicity0.012435913
Moderate 0.37751234 Moderate Con 0.419 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The Liberals have destroyed our beloved country
The Liberals have destroyed our beloved country
Identity Attack0.31307843
Insult0.23704576
Profanity0.11725569
Threat0.046541955
Severe Toxicity0.013091337
Moderate 0.37751234 Moderate Con 0.308 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is being overrun by Indians and Filipinos, our liberal government has sold out Canada
Canada is being overrun by Indians and Filipinos, our liberal government has sold out Canada
Identity Attack0.46028158
Insult0.20201176
Profanity0.036401358
Threat0.01238892
Severe Toxicity0.015673593
Moderate 0.37751234 Low Con 0.196 Fear_Threat
Feb 3, 2026 2 likes Inside Canada's Indian Invasion...
I can tell.. I see with my own eyes how out of control it's become even in the past few months! F the liberals!
I can tell.. I see with my own eyes how out of control it's become even in the past few months! F the liberals!
Identity Attack0.10699738
Insult0.3393024
Profanity0.33453682
Threat0.018710058
Severe Toxicity0.018449519
Moderate 0.37751234 Moderate Con 0.409 Policy_Critique
Nov 20, 2025 Thousands of refugees allowed into …
This is what happens when you vote for liberal democrats and have zero men with a spine
This is what happens when you vote for liberal democrats and have zero men with a spine
Identity Attack0.2783691
Insult0.36193377
Profanity0.10797132
Threat0.012440704
Severe Toxicity0.014059683
Moderate 0.37751234 Low Con 0.203 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
💯 Here in Moncton New Brunswick Atlantic Canada some even have pic stickers of a terror organization the Khalistani group and AK47’s, yet our New Brunswick boomer led liberal dimwit MP smiles as they have …
💯 Here in Moncton New Brunswick Atlantic Canada some even have pic stickers of a terror organization the Khalistani group and AK47’s, yet our New Brunswick boomer led liberal dimwit MP smiles as they have now taken over all Tim’s,Wendy’s, MCD’s, Walmarts, gas stations, truck/Cab driving jobs. So you mean to tell me students turn into TFW just by coming to Canada then we have Haitians border jumping into Canada escaping ICE agents to claim asylum in Canada creating more refugee crisis’s on the already strained housing, healthcare and job market.
Identity Attack0.28034934
Insult0.40243408
Profanity0.12815644
Threat0.016120117
Severe Toxicity0.018384963
Moderate 0.37751234 Constructive 0.538 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Crime fuels liberal party 😐😑😐🙉🙊🙈🖕😠🖕
Crime fuels liberal party 😐😑😐🙉🙊🙈🖕😠🖕
Identity Attack0.2463217
Insult0.40243408
Profanity0.22612886
Threat0.021990653
Severe Toxicity0.023082556
Moderate 0.37751234 Low Con 0.173 Humor_Satire
Oct 2, 2025 IRCC Names India in Study …
Liberals ruined our country
Liberals ruined our country
Identity Attack0.36702603
Insult0.24928534
Profanity0.13697
Threat0.035458352
Severe Toxicity0.014511578
Moderate 0.37751234 Low Con 0.295
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I want all illegal aliens in the US out. I want legal immigrants who commit crimes, don’t assimilate or become a burden on society deported. I’m done. At least we have Trump actively trying to …
I want all illegal aliens in the US out. I want legal immigrants who commit crimes, don’t assimilate or become a burden on society deported. I’m done. At least we have Trump actively trying to deport them, in spite of the liberals.
Identity Attack0.44690517
Insult0.24561718
Profanity0.02795705
Threat0.064969026
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.471
Aug 25, 2025 Why Canadians Are Turning Against …
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
You know you are a canadian even if you did imigrate here , fight back against this liberal nightmare that has been inflicted upon us including these imigrant criminals and those that won't assimilate .
Identity Attack0.38200524
Insult0.36798462
Profanity0.026317406
Threat0.010887212
Severe Toxicity0.0126394415
Moderate 0.37751234 Moderate Con 0.407 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
It's not just Brampton. It's sll of Canada. Indians are getting handed 99% of 6 figure jobs while being absolutely clueless on how to do those jobs and make zero effort to learn their job …
It's not just Brampton. It's sll of Canada. Indians are getting handed 99% of 6 figure jobs while being absolutely clueless on how to do those jobs and make zero effort to learn their job while everyone suffers for it. The actual Canadian citizens that are more than qualified instead have to work much lower paid jobs they're over qualified for and then get taxed to death to pay for employing these incompetent Indians. The liberals sold out Canada to intentionally collapse the nation. Liberalism is a mind virus that destroys the weak.
Identity Attack0.38185352
Insult0.36798462
Profanity0.055940874
Threat0.012596053
Severe Toxicity0.015802706
Moderate 0.37751234 Moderate Con 0.445 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the polls for the left, because the right wants them out to fix Canada.
Identity Attack0.46028158
Insult0.24928534
Profanity0.03765389
Threat0.009877442
Severe Toxicity0.017416617
Moderate 0.37751234 Low Con 0.243 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other …
Liberal canada is hell bent on destroying the country. violent crime offenders getting out of jail, refugee claims and asylum seekers getting same benefits as residents and citizens, handing out billions of dollars to other countries, opening doors to drug cartels and organized crimes to buy properties in the country which fuels housing prices to soar, capital gains tax increases , carbon taxes on people and industries. these are just a few.
Identity Attack0.21866
Insult0.3388922
Profanity0.19770569
Threat0.030969119
Severe Toxicity0.01806218
Moderate 0.37751234 Moderate Con 0.365 Policy_Critique
Mar 2, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
If you voted Liberal in the last election, congratulations. I hope you are enjoying the suffering that you have prolonged on the rest of us. Don't bloody complain.
If you voted Liberal in the last election, congratulations. I hope you are enjoying the suffering that you have prolonged on the rest of us. Don't bloody complain.
Identity Attack0.056582913
Insult0.34203702
Profanity0.17008601
Threat0.13751452
Severe Toxicity0.016319158
Moderate 0.37751234 Moderate Con 0.485
Aug 26, 2025 Why Canadians Are Turning Against …
❌Illegal INVADERS are ‘not’ immigrants, (👎🏻Leftist LIBERALS) are the ‘only’ Canadians who support ?LEGAL? invasion⁉️
❌Illegal INVADERS are ‘not’ immigrants, (👎🏻Leftist LIBERALS) are the ‘only’ Canadians who support ?LEGAL? invasion⁉️
Identity Attack0.38238457
Insult0.27558193
Profanity0.030138692
Threat0.008505191
Severe Toxicity0.018578632
Moderate 0.37751234 Low Con 0.213
Aug 27, 2025 Why Canadians Are Turning Against …
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Vancouver BC has truly become a hub of transnational organized crime and our government seems blithely unopposed at best, a criminal …
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Vancouver BC has truly become a hub of transnational organized crime and our government seems blithely unopposed at best, a criminal participant most likely. Seriously, its looking more and more like elements within the Canadian federal government are complicit in importing Fentanyl for money laundering and housing bubble purposes, and tangentially, our government therefor has chosen to make Canada part of a supply chain that involves cartels, Triads, the CCP, and kills a ungodly amount of Americans and Canadians. Literal organized crime money laundering and the government has been *encouraging* it since the 80s and its largely why our houses are now insane prices. I'm not being facetious when I argue that Vancouver is the frontlines for the modern Opium War the CCP is waging on The West. Look up Vancouvers Downtown Eastside. Our government is complicit with Cartels and the CCP in importing Fentanyl as it's used in the real estate money laundering business dubbed 'The Vancouver Model'. "The Vancouver Model mixes legal and illicit cash, such as that from fentanyl sales. The pooled money is then used to buy high-end real estate, funded by capital flight and casino high rollers. The real estate is then used as a sort of deposit, helping to feed the insatiable need for luxury real estate. The more fentanyl sold, the more luxury real estate is needed. It doesn’t matter how big it is, it just needs to be expensive. Diabolical, but genius. Maybe Canada should consider fentanyl deaths a market fundamental?" -Sam Cooper’s book, Wilful Blindness: How A Network of Narcos, Tycoons and CCP Agents Infiltrated The West. The federal government opposes efforts to secure our ports. We literally don't have law enforcement that checks incoming containers; anything and everything can flow through our ports unhindered. fentanyl, human trafficking, nobody knows. Deltaport has no port police, not even 1 / 100 containers are scanned. The Mayor of Delta BC has been demanding security at Deltaport for ages and it's not being done why? "A recent U.S. congressional report argues that the Chinese Communist Party's (CCP) strategy relies less on overt military actions and more on covert tactics, including trafficking of fentanyl and leveraging money laundering, aimed at exploiting vulnerabilities across social, economic, and health domains. "Fentanyl precursors are manufactured in China and shipped to Mexico and Canada. For precursors that arrive in Mexico, Chinese transnational mafias work with Mexican cartels to smuggle and distribute fentanyl in the United States on behalf of the CCP," the report states. "The DEA confirmed Chinese transnational crime leaders hold government positions in the CCP and indicated that Chinese transnational crime organizations are dedicated to the CCP." "The public deserves to know about the CCP’s role in fentanyl production and how the Party is using fentanyl as a chemical weapon to kill Americans," the report adds. It recommends that Washington publicly "blame the CCP as much as the DEA and its partners currently blame the Sinaloa Cartel" for fentanyl trafficking and urges the government to "educate international allies about CCP chemical warfare" and encourage them to condemn Chinese transnational crime. According to congressional investigations, Beijing is actively incentivizing the export of fentanyl and methamphetamine worldwide. The report alleges that Chinese criminal organizations, including Triads led by individuals with official positions in the CCP, are working alongside Mexican cartels to generate profit to fund interference operations in America." -Sam Cooper The Bureau substack. Now we have a probable Epstein associate in power (Carney has multiple family members listed in Epsteins little black book). Our 'elected' leaders in Canada are so deep in the globalist billionaires pockets that he even the Liberal half of the "2" party system are okay with selling out Canada to transnational oil and gas globalist megacorps. PPs CPC and Carneys LPC both seem to have forgotten these are the same people / megacorps that poisoned us with Leaded gasoline; still poison us with hexane, and all sorts of pollution they are allowed to store in the air we breath. Why should the taxpayer pay for their infrastructure? Yet you can't NOT vote for oil and gas. Green gets a good amount of the popular vote but never any power because Canada rigs every election with FPtP. Its how the "2" party system maintains control forever. Trudeau was elected with a promise to end fossil fuel tax subsidies but they're over $20+ Billion Canadian taxdollars now (before the $80billion negative externalities), and he obviously broke that promise, probably because the oil and gas industry and their cronies wouldn't let him. Why does an anti-oil and gas politician flip so hard? Money, Blackmail maybe. Epstein - we won't know because our governments don't seem to care to actually investigate it, for legitimate witch hunt reasons perhaps, but there is evidence suggesting that Israeli intelligence is/was running a blackmail operation on powerful people throughout NATO (check out Daryl Coopers MartyrMade podcast on Epstein). we need to force much, much more transparency in government. Its the same throughout NATO. Here in Canada Trudeau was just the 'fall guy' for the various corporate industrial complexes that own our politicians through lobbyists. The oil and gas industrial complex (remember when Trudeau promised to end fossil fuel tax subsidies and instead tax subsidies to this private, for-profit industry with titanic negative externalities, only increased to over $20,000,000,000 (billions of dollars in a nationstate of millions)), the cable industrial complex, the mining, fishing, forestry, and other resource extraction industrial complexes, the military industrial complex (not just in Canada, but all of NATOs military industrial complex has too strong of an influence over our politics). These are all owned by a relatively small group of billionaires. We, the people, are all getting poorer while the rich get richer; our civilization in "The West" is sick, and the corrupt actions of many arms of our corporate industrial complexes and their Oligarch owners are not a symptom, but the foundation of the sickness. Our political parties are owned by them, our prisons, our food industries are the same people that used to own Cigarette companies, its incestuous how small this group is becoming. They'll put Lead in the gasoline AND milk next time we stop forcing these profit driven asshole corporations to act ethically. Some billionaires are cool. Some industries NEED regulation. We want industry, but we ship logs unprocessed out of the province all the time, we WANT forestry corporations that nurture a forest that 7 generations down the road can still be harvesting, instead we get clearcuts and insane levels of topsoil erosion. Old Growth 99.99% gone and still going. Vast swaths of land are now Pine monocrops where 'forests' once were. Why do we think our forests burn every summer now? dead monocrops, like the potato famine but with pine beetles. profit driven megacorporations are fucking Canada and convince us all to vote them in each election cycle because everyone is 'strategically' voting their favourite half of these same industries back into power generation after generation. These transnational corporations only care about money, and they use 'us vs them' narratives like 'identity politics' to divide us into 2 political parties, which they own both of, and market these two 'options' as the only alternative to each other, thereby staying in power forever. PP - a globalist tool of transnational Oil and Gas megacorporations Carney - a globalist tool of transnational Banking megacorporations. 2 sides of the same global coin. Canada was cooked regardless of who won. Welcome to the New Canada - Cartelanada? with a 2 party system where both sides are owned by the same people (globalist billionaires, not any ethnicities that may come to mind) through untraceable chains of 'lobbyists' and shell companies. They will strip Canada of all resources as fast as possible, they will strip our bank accounts of all value as fast as possible, and they'll continue to flood our country with more than 1.2 MILLION immigrants a year while not building homes. The Cons would not have fixed this, because they are the other side of the same coin. Imigration can be done ethically, where it doesn't supress wages and crank up home prices, alas, Canada doesn't seem to care about the current generations being able to afford homes or kids, and chooses to literally replace our families with immigrants. To emphasize, the traitors in Ottawa are to blame for this, not people seeking a better life who are being trapped in the same dystopian poverty drug addled nightmare as countless people born here, in what *should* be one of the wealthiest nationstates to ever grace the Spaceship Earth. The system is both broken and stolen; only small party votes were votes for Canada - voting for either the Cons or Libs was just voting in the same transnational globalist corporations as always. we've all been brainwashed by the biggest propaganda game in politics - 'strategic' voting. Thanks for coming to my -hyperautist- ted talk
Identity Attack0.2816105
Insult0.3682569
Profanity0.13873272
Threat0.09929679
Severe Toxicity0.016706496
Moderate 0.37751234 Constructive 0.595
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these …
All these illegal immigrants and TFWs should be given the addresses of these Laurentian Elites. Just tell them these Elites are looking for tents on their lawns and cheap labour for their homes. Let these bleeding heart Liberals see first hand who these people are and the misery they caused.
Identity Attack0.37730414
Insult0.36021477
Profanity0.04366605
Threat0.013113883
Severe Toxicity0.014640691
Moderate 0.37751234 Moderate Con 0.317 Call_To_Action
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Why did you people reward the liberals for this dangerous incompetence
Why did you people reward the liberals for this dangerous incompetence
Identity Attack0.13377325
Insult0.40243408
Profanity0.049678206
Threat0.008738215
Severe Toxicity0.008049011
Moderate 0.37751234 Low Con 0.206 Policy_Critique
Aug 4, 2025 How Canada broke its immigration …
Liberal Boomers are destroying Canada.
Liberal Boomers are destroying Canada.
Identity Attack0.3072352
Insult0.27558193
Profanity0.064458095
Threat0.08396416
Severe Toxicity0.013866014
Moderate 0.37751234 Low Con 0.191
Jan 5, 2026 2 likes New rules, regulations take effect …
Liberals have ruined this country.
Liberals have ruined this country.
Identity Attack0.32476485
Insult0.26957804
Profanity0.08840031
Threat0.031314444
Severe Toxicity0.0118255615
Moderate 0.37751234 Low Con 0.237 Policy_Critique
Jan 4, 2026 1 likes New rules, regulations take effect …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store …
As a Canadian born, brown resident of Brampton, it truly sucks to see the Canadian culture we all love be completed obliterated by large scale, unchecked immigration from India specifically. In the gym, grocery store and most other common spaces, people speak Punjabi, not English. Truly horrible what happened to what was once such an awesome country and the worst part of it is, nobody, no policy maker will ever face justice for the cultural destruction they have caused. Sometimes though, I think, maybe Canada and Canadians dug their own grave. They/we voted in Liberal leadership time and time and time again, even when we saw our country being destroyed, in front of our very eyes.
Identity Attack0.36702603
Insult0.34237885
Profanity0.26098207
Threat0.01101667
Severe Toxicity0.021031776
Moderate 0.37694603 Constructive 0.712 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yeah. They are despised. And only here to prop up the liberal government and ruin our country.
Yeah. They are despised. And only here to prop up the liberal government and ruin our country.
Identity Attack0.12735364
Insult0.3388922
Profanity0.054938845
Threat0.045895394
Severe Toxicity0.010070801
Moderate 0.37576625 Low Con 0.242 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Liberals destroyed the whole system in this country! From sending money to corrupt Ulraine regime, paying free hotels and giving money to bogus claims! Next level corruption and wasting of taxpayers money 💰
Liberals destroyed the whole system in this country! From sending money to corrupt Ulraine regime, paying free hotels and giving money to bogus claims! Next level corruption and wasting of taxpayers money 💰
Identity Attack0.11860296
Insult0.3682569
Profanity0.025907494
Threat0.009385503
Severe Toxicity0.007286072
Moderate 0.37576625 Low Con 0.213 Policy_Critique
Feb 24, 2026 'We do know that there's …

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.