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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

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

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Active: "🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣Canada." 6,088 comments · Page 69 of 244
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
east indians are everywhere dude in canada like 4 years ago going back decades tims was all old ladies like normal canadian ladies not east indian men and now its wild bad
Identity Attack0.458714
Insult0.27146968
Profanity0.07482228
Threat0.008492245
Severe Toxicity0.01896597
Moderate 0.37795907 Low Con 0.299 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. …
if you see Indian in your country just remember.. 99% indians in Canada, UK US Europe Aus NZ belongs to Upper Caste.. They don't have the right to talk about Racism.. just search Manipur Violence.. Daily Thousands of incidents,atrocities are happening on Christians, Backward Castes Scheduled Castes, Tribes in India..
Identity Attack0.46028158
Insult0.24561718
Profanity0.043916557
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.37795907 Moderate Con 0.47 Identity_Assertion
Oct 2, 2025 1 likes IRCC Names India in Study …
How is Canada claiming diversity when the whole country is dominated by a particular ethnic group (Indians) who illegally came to this country, pay no taxes, and abused our healthcare and welfare systems!
How is Canada claiming diversity when the whole country is dominated by a particular ethnic group (Indians) who illegally came to this country, pay no taxes, and abused our healthcare and welfare systems!
Identity Attack0.46028158
Insult0.24928534
Profanity0.025087673
Threat0.0089712385
Severe Toxicity0.018578632
Moderate 0.37795907 Moderate Con 0.359
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
there's too many white Canadians in Canada. *LET THEM IN*
there's too many white Canadians in Canada. *LET THEM IN*
Identity Attack0.46028158
Insult0.13607834
Profanity0.075468846
Threat0.019918699
Severe Toxicity0.018384963
Moderate 0.37795907 Low Con 0.187 Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not …
I hope one day a new government with an actual spine drops the hammer on all these people. You find one trace of Coming here illegally through scamming and lying, immediately deported. Canada is not India, go home.
Identity Attack0.30256465
Insult0.36365277
Profanity0.04065997
Threat0.058826666
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.392
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
These white people forget that they too r immigrants..came a few centuries before us...native indians r the real owner of usa and canada.
Identity Attack0.46028158
Insult0.1823172
Profanity0.055940874
Threat0.008336896
Severe Toxicity0.015609037
Moderate 0.37795907 Moderate Con 0.364 Identity_Assertion
Oct 15, 2025 Inside Canada's Indian Metropolis (Brampton)
I would rather live in Indian majority city than in Muslim majority city. At least Indians are A LOT better than integrating into the societies they are moving to. Have you heard of any Hindu …
I would rather live in Indian majority city than in Muslim majority city. At least Indians are A LOT better than integrating into the societies they are moving to. Have you heard of any Hindu terrorist attacks in Europe, USA or Canada?
Identity Attack0.4887047
Insult0.16861114
Profanity0.03915693
Threat0.025616571
Severe Toxicity0.018578632
Moderate 0.37795907 Constructive 0.54 Comparative_Framing
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Indians, Asian area people, including Middle East, and Africans also, invading every country, not just Canada.
Identity Attack0.48915586
Insult0.191015
Profanity0.040910475
Threat0.013010317
Severe Toxicity0.023076924
Moderate 0.37795907 Low Con 0.289 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
I am so proud of Poland ❤ Europe Canada UK Australia new zealand these are were destroy by immigrates 😢😭
Identity Attack0.44690517
Insult0.19500497
Profanity0.060951006
Threat0.024580594
Severe Toxicity0.019611536
Moderate 0.37795907 Moderate Con 0.497
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They want make Canada to India...😂😂these people are not want to integrate ..they want dominate..but its Canadas fault,to let this happends......wokeness crazyness..same you see in the UK..🤔🇨🇦🇬🇧
They want make Canada to India...😂😂these people are not want to integrate ..they want dominate..but its Canadas fault,to let this happends......wokeness crazyness..same you see in the UK..🤔🇨🇦🇬🇧
Identity Attack0.2839175
Insult0.38406035
Profanity0.038154904
Threat0.009126588
Severe Toxicity0.012054443
Moderate 0.37751234 Low Con 0.215
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Canada has lost its culture to the immigrants, especially East Indians & muslims. Thanks Trudeau and now Carney.
Identity Attack0.46028158
Insult0.1823172
Profanity0.016889455
Threat0.007365964
Severe Toxicity0.01412424
Moderate 0.37751234 Low Con 0.248
Aug 29, 2025 3 likes Why Canadians Are Turning Against …
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
At this point we need to follow trumps footsteps to save Canada, some people might not agree with but I’d rather not let this country turn to India or some type of Muslim caliphate
Identity Attack0.46050715
Insult0.2469859
Profanity0.04266402
Threat0.011327368
Severe Toxicity0.018384963
Moderate 0.37751234 Moderate Con 0.411 Fear_Threat
Sep 28, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
please make this more known its crazy here in canada
please make this more known its crazy here in canada
Identity Attack0.27171627
Insult0.38406035
Profanity0.06646215
Threat0.0074306927
Severe Toxicity0.008239746
Moderate 0.37751234 Moderate Con 0.374 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are …
I consider myself International( 3ed generation Canadian) because I spent half of my life working in many countries. Canada was always my home until about 15 years ago when I started feeling that thigs are changing in the wrong directions not only the immigration influx but total anti-Christian war, morality, family values, sexualization of children etc etc. its all gone to HELL !! This is not only about money and cheap labor, rather the NEW WORLD ORDER that the Western ELITES have implementing for decades. The same thing that's happening to us Canadians, it's happening to Americans, Britian, France, Spain, Italy, Germany and most of our G20 group because they all agreed to this globalization, and neoliberal policies. Now that my children graduated, I have moved them to an east European country where all my values and beliefs are still intact. I will be leaving Canada soon with a very sad heart, in my mind I will keep the Canada that I once loved. THIS IS ALL PLANNED it's not a mistake !! The countries in EU that don't allow for mass immigrants are being targeted, sanctioned, fined in the billions and are forcing to oust the governments ( Hungary, Slovakia, Poland etc )!! Government wants racial hearted and that's why it allows things that aggravates the Canadians...it's all about control and fear, they want us te fear each other !! If Canadian government wanted a high birth rate than it should have given the money that they spend on new immigrants to Canadian mothers in order to stay home and have more kids. Many countries have birth incentives for more than 2 children, countries that are nowhere economically on the Canadian level. Simply as I said, this is about globalization !!!
Identity Attack0.28034934
Insult0.2838064
Profanity0.25001678
Threat0.0113014765
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.73
Aug 26, 2025 Why Canadians Are Turning Against …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand what happening right now. No one in Canada (except maybe Albertans) want to live in your fascist dictatorship.
Identity Attack0.19100772
Insult0.40243408
Profanity0.027410502
Threat0.0070164283
Severe Toxicity0.007972717
Moderate 0.37751234 Constructive 0.507 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
there is a white genocide taking place in Canada and nobody is allowed to oppose it
there is a white genocide taking place in Canada and nobody is allowed to oppose it
Identity Attack0.44690517
Insult0.10440776
Profanity0.08807703
Threat0.13448004
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.171 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Come to Canada to become Canadian. Come to Canada to remain and turn the area into India - GO HOME!!!!
Identity Attack0.41975367
Insult0.18604483
Profanity0.028776871
Threat0.012906751
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.152 Identity_Assertion
Feb 16, 2026 Inside Canada's Indian Invasion...
Most indians have fake study permits this is old news everyone knows they bribe and doctorate fake permits even fake visas and licences is canada finally waking up to this ??? Lol😮 wow .
Most indians have fake study permits this is old news everyone knows they bribe and doctorate fake permits even fake visas and licences is canada finally waking up to this ??? Lol😮 wow .
Identity Attack0.40883094
Insult0.30797598
Profanity0.040910475
Threat0.008401625
Severe Toxicity0.01644827
Moderate 0.37751234 Low Con 0.201
Oct 2, 2025 IRCC Names India in Study …
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...
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 …
Brampton is the worst city in Canada and I am an east Indian immigrant .
Brampton is the worst city in Canada and I am an east Indian immigrant .
Identity Attack0.38208112
Insult0.27969417
Profanity0.08840031
Threat0.0078449575
Severe Toxicity0.014317908
Moderate 0.37751234 Moderate Con 0.472 Personal_Narrative
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me …
“I came to Canada as a 13-year-old immigrant, innocent and fresh off the boat. I’ll never forget how a white girl in my PE class would throw my clothes in the garbage and bully me just because I was different. That’s what racism looks like. So when I see videos today blaming immigrants, I know exactly how much hate that spreads. Young Indian students are dying, struggling in laundry rooms and basements, and instead of compassion we point fingers. Immigrants may need some adjustments, yes, but that’s no reason to divide or dehumanize us. Stop spreading hate — Canada is stronger when we stand together.”
Identity Attack0.4139151
Insult0.34032786
Profanity0.09034003
Threat0.030623792
Severe Toxicity0.01806218
Moderate 0.37751234 Constructive 0.754 Personal_Narrative
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
And with housing shortage it's not just the immigrants to account for - it's also the Canadian youth who want to move out of their parents' basements and get their own homes. Everything Liberal Party …
And with housing shortage it's not just the immigrants to account for - it's also the Canadian youth who want to move out of their parents' basements and get their own homes. Everything Liberal Party of the 2000's is corrupt and fosters outside party corruption. Sick and tired of their and the immigrant's abuse of us and the abuse of them under crime bosses. And why should they go home when they are allowed to scam and rob Canadian taxpayers. Sask has no more recourse but to leave Canada with Alberta.
Identity Attack0.28883415
Insult0.40243408
Profanity0.030890211
Threat0.010809537
Severe Toxicity0.013672344
Moderate 0.37751234 Moderate Con 0.499 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Alot are trafficking here in canada including corrupt police but they doing it mostly too homeless and disabled
Alot are trafficking here in canada including corrupt police but they doing it mostly too homeless and disabled
Identity Attack0.23542951
Insult0.40243408
Profanity0.025907494
Threat0.007547205
Severe Toxicity0.009422302
Moderate 0.37751234 Moderate Con 0.323 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
TWICE i have driven off 7+ young middle eastern men harassing a young lady...I would go to jail, for anyone's daughter!..even if she was from the middle east. CANADA
TWICE i have driven off 7+ young middle eastern men harassing a young lady...I would go to jail, for anyone's daughter!..even if she was from the middle east. CANADA
Identity Attack0.3758158
Insult0.14874944
Profanity0.077731855
Threat0.3733964
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.59
Aug 25, 2025 Why Canadians Are Turning Against …

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.