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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

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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 #}

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Active: "I am an immigrant too. …" 3,653 comments · Page 39 of 147
One set of immigrants blaming other immigrants wow
One set of immigrants blaming other immigrants wow
Identity Attack0.4139151
Insult0.25800487
Profanity0.04742365
Threat0.009385503
Severe Toxicity0.013543231
Moderate 0.3811502 Moderate Con 0.32 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The …
It's the liberals letting as many in as possible to buy votes. Here on the west coast 1/10 of them has the intelligence and work ethic not to be a total waste of space. The rest are absolutely restarted and useless. We have a housing crisis and we are letting over 2x more immigrants in than new houses built. I have asked many Indian coworkers and most of them get payments to help with rent. Or just reduced rent prices altogether. It takes a lot to make Canadians hate a certain race and culture ... But you done did it indians ...
Identity Attack0.293411
Insult0.40420914
Profanity0.07223598
Threat0.010369381
Severe Toxicity0.014059683
Moderate 0.3811502 Constructive 0.514 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said …
What I’ve seen so far half way in this video is immigrant on immigrant hate😂 lmao I see the ratio is very different of where they are coming from but in the video it said 1/4 Canadians are immigrants so even from the white people he interviewed were all immigrants I think 1 or 2 weren’t but the rest were from Poland Portugal Holland and I’m only half way in the video lmao
Identity Attack0.39773783
Insult0.15556364
Profanity0.14666493
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.3811502 Constructive 0.574 Meta_Commentary
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers …
It's the governments' fault for allowing so much immigration. People from 3rd world countries will always want a better life for their children which is why they work so hard to become doctors and engineers and then migrate. But it is the governments' responsibility to take care of their own country's demographics and policies. Yet racists string up the hardworking immigrants with the low quality hooligans. Even though the immigrants dont want any trouble but live their life peacefully. Shame.
Identity Attack0.37953663
Insult0.34782293
Profanity0.027137227
Threat0.008505191
Severe Toxicity0.012283325
Moderate 0.3811502 Constructive 0.543 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Immigration shouldn't even be a thing, It's destroying our country and needs to banned
Immigration shouldn't even be a thing, It's destroying our country and needs to banned
Identity Attack0.42615733
Insult0.13245803
Profanity0.094542764
Threat0.053007595
Severe Toxicity0.023076924
Moderate 0.37955463 Moderate Con 0.34
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Identity Attack0.458714
Insult0.25007802
Profanity0.028503597
Threat0.0113014765
Severe Toxicity0.015867263
Moderate 0.37955463 Low Con 0.294
Aug 29, 2025 Why Canadians Are Turning Against …
Immigration is destroying the West
Immigration is destroying the West
Identity Attack0.44690517
Insult0.15236975
Profanity0.13432594
Threat0.05042134
Severe Toxicity0.019740647
Moderate 0.37795907 Low Con 0.226 Fear_Threat
Jan 27, 2026 2 likes 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...
One immigrants complaining another. 😂
One immigrants complaining another. 😂
Identity Attack0.44690517
Insult0.24928534
Profanity0.055940874
Threat0.007534259
Severe Toxicity0.01159668
Moderate 0.37795907 Low Con 0.202 Humor_Satire
Feb 27, 2026 Inside Canada's Indian Invasion...
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
Identity Attack0.39461556
Insult0.24928534
Profanity0.029888187
Threat0.012699619
Severe Toxicity0.016641939
Moderate 0.37795907 Constructive 0.532
Nov 26, 2025 Quebec Ends Economic Immigration Program …
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Misleading title. We don’t have a problem with immigration. We have a problem with a hoard of illegals and visa scammers flooding our country.
Identity Attack0.33352965
Insult0.39297962
Profanity0.04366605
Threat0.009877442
Severe Toxicity0.012207031
Moderate 0.37795907 Moderate Con 0.301 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
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)
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to …
Immigration has not changed in law, what has happened is that since the government has allowed its workers to work from home during COVID, and stay at home years after the standards have gone to shit, they make mistakes and are slower then ever. They need to get back to the officer under proper supervision.
Identity Attack0.06385879
Insult0.2659317
Profanity0.40670946
Threat0.008311004
Severe Toxicity0.015479924
Moderate 0.37795907 Moderate Con 0.443 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support …
All the liberal parties in the west just found out that they screwed up so bad while filled with corruption and over budgeted so they made up this evil plan that bring immigrants to support them to stay alive. While tried to beautify it with dei and woke culture, driving the young ppl with brainwashed idea like the Russian’ Chinese and Iranian. if we can’t stop it, it will end up like them.
Identity Attack0.34649673
Insult0.37052566
Profanity0.24910301
Threat0.011586283
Severe Toxicity0.019095084
Moderate 0.37795907 Low Con 0.276 Unverified_Claim
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning …
Hey Hatemonger. Tim Horton's in India are much nicer than they are in Canada. Google it. Or go visit. Your brain will open up a bit. Instead of videos like this make a video questioning Canadian government policies and why immigration authorities are asleep at the wheel as visas and permits expire and people overstay their visits. Quality of Canadian YT content is being run into the sewage by creators like you.
Identity Attack0.11396073
Insult0.39297962
Profanity0.032894265
Threat0.008349842
Severe Toxicity0.009994507
Moderate 0.37751234 Constructive 0.512 Policy_Critique
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
Call it what it is, it's not immigrants. It's Indian people period. They are everywhere dumping their 1.5 billion people around the world.
Call it what it is, it's not immigrants. It's Indian people period. They are everywhere dumping their 1.5 billion people around the world.
Identity Attack0.458714
Insult0.21135417
Profanity0.07126612
Threat0.014048163
Severe Toxicity0.019095084
Moderate 0.37751234 Low Con 0.246
Sep 21, 2025 24 likes Inside Canada's Indian Metropolis (Brampton)
mes payes mes taxes MA RETRAITE c'est pas pour faire vivre des immigrants
mes payes mes taxes MA RETRAITE c'est pas pour faire vivre des immigrants
Identity Attack0.38318536
Insult0.40420914
Profanity0.023379711
Threat0.0072882893
Severe Toxicity0.16960317
Moderate 0.37751234 Low Con 0.261
Nov 23, 2025 Quebec Ends Economic Immigration Program …
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 …
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
Identity Attack0.44690517
Insult0.24928534
Profanity0.025634222
Threat0.01052473
Severe Toxicity0.015544481
Moderate 0.37751234 Low Con 0.236
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
If immigrants won't acclimate, they should be deported.
If immigrants won't acclimate, they should be deported.
Identity Attack0.43256098
Insult0.15414265
Profanity0.07967158
Threat0.114629425
Severe Toxicity0.018707745
Moderate 0.37751234 Low Con 0.216
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Canadian and Americans now talk about immigrants 😂😂their fathers also immigrants.. 😬😬😬 where is now original American s--red Indians 🎉
Identity Attack0.44690517
Insult0.25602314
Profanity0.0935729
Threat0.008556974
Severe Toxicity0.023076924
Moderate 0.37751234 Low Con 0.248 Humor_Satire
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our over burdened medical fiasco while our children and tax payers work non stop supporting them! More babies, bigger accommodations, support, child tax credits, extra necessities, vehicles, even friggin credit cards paid by us.
Identity Attack0.28883415
Insult0.34032786
Profanity0.27747265
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.37751234 Constructive 0.546 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
The kids who are coming today are taking away our identity. Couldn't have said any better. Its the younger generation thats really pissing off not only the natives. But also the older gen immigrants.
Identity Attack0.38208112
Insult0.3388922
Profanity0.23857519
Threat0.011327368
Severe Toxicity0.021290002
Moderate 0.37751234 Constructive 0.627
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
No let me rephrase that we are fed up with bad ppl, immigrants are not the problem .... the mentality of racist ppl are ... Yes we expect when you come ot canada that you …
No let me rephrase that we are fed up with bad ppl, immigrants are not the problem .... the mentality of racist ppl are ... Yes we expect when you come ot canada that you adapt to our culture way if living ... which is kindess to all and acceptance of all that means no religion disputes respect each other relgions respect gender equality , respect laws , respect ppl workign hard to mke aliving btw il lpoint this out the worse crimes are commited by white canadian citizens and that is fact so stop trying to act liek immigrants are theproblem this false disinfo crap is just that
Identity Attack0.4453683
Insult0.3388922
Profanity0.059948977
Threat0.010291707
Severe Toxicity0.016900165
Moderate 0.37751234 Constructive 0.542
Aug 28, 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 …

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.