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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 #}

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Active: "Liberals did this to canada" 451 comments · Page 8 of 19
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations …
Pakistan in India, two of the worst countries in the world to pray on seniors and elderly people on scams. That are set up over there like a business one of the most corrupt nations going and they flooded Canada because of Justin Trudeau, comrade Freeland, Comrade,Carney and the WEF.. whose goal to undermine Canada as a nation for globalist through infiltrating of government criminal in its content. Many in the federal liberal cabinet are also involved even willing to break the constitution.
Identity Attack0.36702603
Insult0.34101152
Profanity0.028230323
Threat0.009540852
Severe Toxicity0.013801457
Moderate 0.36043653 Moderate Con 0.36 Unverified_Claim
Sep 29, 2025 3 likes IRCC Names India in Study …
The reality is that many Canadian citizens have been suffering in silence, struggling to survive in Canada without any help or support from the Canadian government. The irresponsible Liberal government has allowed a massive influx …
The reality is that many Canadian citizens have been suffering in silence, struggling to survive in Canada without any help or support from the Canadian government. The irresponsible Liberal government has allowed a massive influx of fraudulent immigrants, fake international students, illegal visitors, and criminals to devastate our peaceful nation and ruin its middle-class citizens' lives without any control... There is no doubt that the Liberals' reckless immigration policy and the broken immigration system have destroyed our peaceful, prosperous, decent, and happy nation since 2015...
Identity Attack0.3072352
Insult0.34032786
Profanity0.039657943
Threat0.011793415
Severe Toxicity0.0127685545
Moderate 0.3561489 Constructive 0.519
Jun 26, 2025 2 likes How Canada broke its immigration …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we …
I’ve had conversations with Indians who say there’s too many Indians. Prior to the past 10-11 years of liberal “leadership,” we only let in 40k people per year. Now on average over trudeaus time we on average let in 1 million people per year. It’s disgusting. It’s purely the liberals thinking “oh yeah all of of them vote the same, let’s bring em in and they’ll vote us in.” Short term play all about greed and power worship. Instead of a long term play to serve Canada. Indians and other immigrants who came here before this liberal season, they all despise the new immigrants. Because they had to jump through so many hoops to become Canadian. These new people are welcomed even though they don’t work and go straight on welfare. It’s sick and twisted.
Identity Attack0.37082586
Insult0.28791866
Profanity0.084844165
Threat0.010705971
Severe Toxicity0.012207031
Moderate 0.34757367 Constructive 0.592 Policy_Critique
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS …
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS TO THE MAFIA LIBERAL PARTY THAT OPENED THE DOORS FOR THEM.
Identity Attack0.30256465
Insult0.3393024
Profanity0.028640235
Threat0.010239923
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.346
Sep 29, 2025 IRCC Names India in Study …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Identity Attack0.35624164
Insult0.27558193
Profanity0.09551262
Threat0.0130621
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.377 Unverified_Claim
Jan 2, 2026 IRCC Names India in Study …
Cree here, it’s pretty common belief that we hate Ottawa and the political class for trying colonization 2.0 from the liberals. It seriously fucked over the country with pollution, crime, and opportunities. Many reservations still …
Cree here, it’s pretty common belief that we hate Ottawa and the political class for trying colonization 2.0 from the liberals. It seriously fucked over the country with pollution, crime, and opportunities. Many reservations still don’t have running water but at least we have armed foreigners adding to the human trafficking numbers. I will never forgive or forget what new canada has done to me and my people.
Identity Attack0.14019285
Insult0.24493282
Profanity0.34099978
Threat0.012026439
Severe Toxicity0.016641939
Moderate 0.3389984 Constructive 0.583 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
Gunshots violence arson, this is Liberal Canada
Gunshots violence arson, this is Liberal Canada
Identity Attack0.27875587
Insult0.1640896
Profanity0.040158957
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.167 Fear_Threat
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
liberals ruined canada
liberals ruined canada
Identity Attack0.31892163
Insult0.21602537
Profanity0.07514556
Threat0.02924249
Severe Toxicity0.010147095
Moderate 0.3389984 Low Con 0.29 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed …
The reality is that there are so many Canadian citizens who have been suffering in silence to survive in Canada without any help or support from the Canadian government... The irresponsible Liberal government has allowed a massive influx of fraudulent immigrants, fake international students, illegal visitors, and criminals to devastate our peaceful nation and ruin its middle-class citizens' lives without any control... There is no doubt that the Liberals' reckless immigration policy and the broken immigration system have destroyed our peaceful, prosperous, decent, and happy nation since 2015...
Identity Attack0.28883415
Insult0.3406697
Profanity0.021125201
Threat0.010964886
Severe Toxicity0.01159668
Moderate 0.3389984 Constructive 0.51
Jun 26, 2025 1 likes How Canada broke its immigration …
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Immigration has gotten so bad I feel like a stranger in my own country. It's no longer Canada. Liberals and immigration has ruined this once great land.
Identity Attack0.38176915
Insult0.17734702
Profanity0.025497584
Threat0.009929225
Severe Toxicity0.010299683
Moderate 0.3375374 Moderate Con 0.462 Identity_Assertion
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened …
Thank you for this. As a Canadian this has been a huge problem that people are too scared to talk about because the liberals will call them racist. I am sickened about what has happened to my country. Make Canada Canadian again. They don’t assimilate, the commit mass amounts of fraud and extortion, and think they own this place.
Identity Attack0.27759558
Insult0.3388922
Profanity0.026180768
Threat0.009981008
Severe Toxicity0.008773804
Moderate 0.3375374 Constructive 0.636 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise …
Canada is ruined already. In Toronto police advises citizens that they leave keys of their expensive car outside their house to save their life. Liberal leftist looter of Canada mooched of immigrant $$$$ with promise of a prosperous free and safe Canada and gave us a catastrophe that is worse than Nigeria in security freedoms being worse than Tumbuktu and prosperity being worse than India. Our education is now pppy colleges that loot life savings of international students and their families and then they magically end up as illegal aliens in the great nation of USA. Whether its canadian taxpayer, international immigrant or student we all have only one looter the liberal leftist looter of humanity
Identity Attack0.2846865
Insult0.3388922
Profanity0.035649836
Threat0.011819307
Severe Toxicity0.0128976675
Moderate 0.3367073 Moderate Con 0.311 Fear_Threat
Jun 18, 2025 How Canada broke its immigration …
Ilegal migrants from India are a serious problem for Canada and US. That's why tariffs are a tool to punish liberals for this lack of attention to this problem
Ilegal migrants from India are a serious problem for Canada and US. That's why tariffs are a tool to punish liberals for this lack of attention to this problem
Identity Attack0.40883094
Insult0.16266862
Profanity0.021466793
Threat0.012337137
Severe Toxicity0.013801457
Moderate 0.33587718 Constructive 0.586
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will …
Trudeau convinced millions that if we speak up about mass immigration we are all racists. He has told us in 2017 that White European ppl disgust him and we must be replaced and we will be replaced. He has said we have no core identity and are the “first post national state”. These liberals let illegals in knowing they have a fake asylum claim but let them in and give them free housing free food free healthcare free money to the tune of $224 bucks a day. It takes near 4 years to have an asylum claim heard in Canada. So they are paid well over $320,000 bucks. And nobody wants to talk about this but these covid shots sterilizes males and females. But immigrants be it legal or illegals We’re not mandated to take the shots. I just read a piece on substack. I highly recommend you find it and read it. Quote Leaked internal Pfizer documents have revealed a disturbing truth: the vaccine’s greatest impact may not be on the lungs, but on the future of human reproduction. LIONESS OF JUDAH MINISTRY SEP 09, 2025 End Quote Quote: It’s titled Pfizer knew mRNA nanoparticles attack baby boys testes, damaging masculinity and fertility for generations.
Identity Attack0.33060804
Insult0.26957804
Profanity0.04516909
Threat0.009929225
Severe Toxicity0.0126394415
Moderate 0.33504707 Constructive 0.54 Unverified_Claim
Sep 10, 2025 Why Canadians Are Turning Against …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely …
Mass migration of "low quality" newcomers who have nothing in common with and are not interested in the Judeo-Christian Rule of Law and Culture that is the Foundation of every great Western Democracy has completely ruined Canada and other nations who have engaged the same self suicidal policies. National failure brought to us by the Liberal Party of Canada and their sychophants the NDP - and all of the geopolitically, historicaly, politically unsophisticated, easily deluded Elbows Up and other dim electorate who repeatedly vote for these Neo-Marxist Kleptocrats. Dual Citizenship: so grateful to have it.
Identity Attack0.32768643
Insult0.26957804
Profanity0.030138692
Threat0.016810767
Severe Toxicity0.013349563
Moderate 0.33338684 Moderate Con 0.462 Identity_Assertion
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Awesome. Start worrying about the people in canada first. This country has so many people that need help. We are done with liberal lies
Awesome. Start worrying about the people in canada first. This country has so many people that need help. We are done with liberal lies
Identity Attack0.10221587
Insult0.33964422
Profanity0.019758832
Threat0.0071588317
Severe Toxicity0.004196167
Moderate 0.33338684 Moderate Con 0.374
Nov 21, 2025 12 likes Quebec Ends Economic Immigration Program …
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become …
Liberals and Carney needs a scapegoat for their corruption and crimes so now blaming India for this scam of immigration that they allowed for years to bring in Vote banks inside Canada who have become a liability on the tax payers now.... economy is doldrums
Identity Attack0.22458547
Insult0.3388922
Profanity0.030138692
Threat0.008336896
Severe Toxicity0.0076293945
Moderate 0.33255672 Low Con 0.224 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
BLAME THE LIBERALS! Honestly, all they have done is hurt Canada
BLAME THE LIBERALS! Honestly, all they have done is hurt Canada
Identity Attack0.28034934
Insult0.16802633
Profanity0.03339528
Threat0.114629425
Severe Toxicity0.010681152
Moderate 0.33255672 Low Con 0.28
Sep 11, 2025 4 likes Why Canadians Are Turning Against …
How about we remove one of those "0" on those numbers relating to imigration!!! Middle class tax cut for those making, $57,000 a year or less, middle class really, that's barely above the poverty line …
How about we remove one of those "0" on those numbers relating to imigration!!! Middle class tax cut for those making, $57,000 a year or less, middle class really, that's barely above the poverty line in most parts of Canada for a family! No wonder Canada's in trouble, the Liberals have no friggin idea what anything cost anymore what a sad state of affairs!!!!
Identity Attack0.10221587
Insult0.26957804
Profanity0.26603898
Threat0.010395273
Severe Toxicity0.01159668
Moderate 0.3308965 Moderate Con 0.457 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the …
What a beautiful country was Canada 15 years back? The Liberals opened the floodgates and we're suffering now .And Canadians voted the Liberals to power again even after knowing the country was going to the dogs!
Identity Attack0.18235919
Insult0.3388922
Profanity0.050429728
Threat0.008427517
Severe Toxicity0.008430481
Moderate 0.3302291 Constructive 0.514
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then …
This is a horrible situation on both ends and the fact that its all 100% administration failure is sad. Its not fair to anyone not even the immigrants. They keep bringing in more people then the economy can afford to live here I frankly find it ridiculous. I want to know whats driving these policies to continue. My parents came to canada 25 years ago, they payed thousands of dollars to get status here. Now people are getting in as cheap labour that can't even afford to live here so they dogpile 10-15 people in the same 2-3 bedroom apartments or houses and the infrastructure is still being built on the logic of single families when in the reality thr opposite is happening we have sudden crowding because rent is unaffordable due to the massive influx of people, including canadian born nationals that are forced to live in these environments if they don't have support- Its crazy why not close your borders stabilize rebuild infrastructure then slowly work on immigration policies again when the housing market and job market are stable again. Theres absolutely no reason to cite labour shortages when theres an unemployment rate and homeless people everywhere- close the borders- get homes built, throw heavy incentives to join and get educated on any productive field that has a shortage upto and including providing shelter to canadian citizens that decide to pursue these fields and are homeless. Have a fast track rotating incentive down to the year along with guaranteed on job training for all occupations. Such a simple solution so stupid we can't execute it. Too busy squabbling liberal conservative baseline rhetoric that we made ourselves blind to the human cost in our own borders.
Identity Attack0.10221587
Insult0.34032786
Profanity0.096805766
Threat0.008867673
Severe Toxicity0.008163452
Moderate 0.3302291 Constructive 0.768
Oct 2, 2025 1 likes IRCC Names India in Study …
100% correct! Liberals destroyed Canada!!!!
100% correct! Liberals destroyed Canada!!!!
Identity Attack0.23163283
Insult0.21135417
Profanity0.023516348
Threat0.051391184
Severe Toxicity0.008735657
Moderate 0.32971194 Low Con 0.257 Policy_Critique
Feb 25, 2026 'We do know that there's …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given out in the millions …. ONCE these ‘visitors come’ - they are NEVER followed up to ensure they go home. It is these people applying for refugee status or asylum .. in the millions …. Liberals want this uncontrolled immigration - with no checks and balances .. because these are the millions of new votes they are getting. Who can check on VISITOR visas and the numbers coming in and going home? I think this is the gap …????
Identity Attack0.0775651
Insult0.36365277
Profanity0.024677763
Threat0.007832011
Severe Toxicity0.006980896
Moderate 0.3286776 Constructive 0.524 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick …
Hindus and Sikhs indulged in violence against each other and saw communal riots in Canada in 2023. Indian govt infact has started assassinating naturalised Canadian citizens from India, who are deemed to be "threat" (tick off the hindu nationalidt govt in power). I know some folks, including my neighbour, who immigrated to Canada right after high School — they take services of immigration agents who have contacts with diploma mills there, get a student visa citing enrollment in a sham educational degree, join a minimum wage job and rig the whole process to attain PR & then citizenship — essentially giving low skilled, poorly assimilated labour the citizenship in Canada under guise of skilled or educated immigration. Even as an Indian, the whole situation is insane and astounding to say the least. Hindu Nationalism has spread its roots & conducts marches in Canada within the Indian Hindu areas like they do here in India and people have started performing river aartis as well (communal prayers to worship rivers) — all kinds of pernicious identitarianism is festering there. A ton of Indian immigrants now see Canada merely as a source to better life & resources, but relate to, & are patriotic towards India or assert their rawer religious Sikh or Hindu identity due to lack of any assimilatory pressure & absence of a well defined Canadian identity. Funniest part is Indians, esp Hindus, who vote for hindu nationalists ushering majoritarian policies in India, cheer for persecution of minorities and justify caste system, suddenly co-opt liberalism & decietfully use its talking points to defend their position as a minority in places they migrate to (they do not believe in so, and don't apply the same standards to themselves). If you wish to blame someone, blame the govt of Canada and its elites. At the end of the day, they wanted cheap manual labour, and opened the gates without much consideration.
Identity Attack0.3817989
Insult0.1935001
Profanity0.04141149
Threat0.12536226
Severe Toxicity0.01644827
Moderate 0.32764325 Constructive 0.694 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What the 'polish' guy is saying and the 'redneck' guy is saying is pure bias!! If a 3000 sq ft home has 3 generations living then that would easily be anywhere from 5-12 people depending …
What the 'polish' guy is saying and the 'redneck' guy is saying is pure bias!! If a 3000 sq ft home has 3 generations living then that would easily be anywhere from 5-12 people depending on the number of children or sibling the earning member(s) have. The only problem is when these homes are converted to rooming units. Otherwise it is perfectly legal for extended families to live under one roof as first immigrants to gain foothold and then move on!! The fore fathers of the current white population did this as well !! Also, these immigrants and students are NOT housed in hotels and such, it is the refugees from Syria, Palestine and Ukraine (and other war torn countries) that Liberals brought in that are housed in hotels. So this is misinformation. What I do notice is that these losers are jealous of the hard work that the indian immigrants are capable of doing and feel intimidated. If this is any comfort, many indians are actually choosing to go back to India as opportunities are better and more and they have seen what Canada has to offer. There needs to be responsible reporting happening not just interview any guy on the streets who has 0 knowledge of the current political scenario.
Identity Attack0.36702603
Insult0.21368977
Profanity0.07255927
Threat0.011327368
Severe Toxicity0.013672344
Moderate 0.3266089 Constructive 0.746
Jan 7, 2026 Inside Canada's Indian Metropolis (Brampton)

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.