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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: "And all the while China …" 120 comments · Page 3 of 5
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly …
I don't able to get this I am from Iraq There are crores of individual from Iraq, Pakistan, Bangladesh, Africa, Europe, most from China and Mexico is at top. But people don't like India mostly which are Less than 2% Idk but they are very humble ❤respectful toward me I have many friends from India CAN ANYONE EXPLAIN ME IS THIS RACISM?
Identity Attack0.23618884
Insult0.058475737
Profanity0.07676199
Threat0.0101363575
Severe Toxicity0.013414118
Low Tox 0.2853768 Constructive 0.731
Oct 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you …
Im indian🇮🇳 but I support this guy, if indians get offended so easily why do make so much dirt everywhere , why do you do castism , dirt , and etc . Why do you even let people question . There are more chinese immigrants than indians in foreign but I've never anyone say anything about China or any other . It's indians mistake .If you go to any country you must adapt their culture not put yours there . I hope people understand this .
Identity Attack0.29035977
Insult0.13245803
Profanity0.099305905
Threat0.0138755
Severe Toxicity0.014253352
Low Tox 0.2820025 Constructive 0.686 Identity_Assertion
Feb 4, 2026 4 likes Inside Canada's Indian Invasion...
If you think this is bad wait till I tell you about little Italy, China town and the Jewish area.
If you think this is bad wait till I tell you about little Italy, China town and the Jewish area.
Identity Attack0.31307843
Insult0.06494803
Profanity0.09961538
Threat0.023544617
Severe Toxicity0.010986328
Low Tox 0.2820025 Moderate Con 0.327 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Carney loves illegals and communists Questional deal with China 8 million to Funa
Carney loves illegals and communists Questional deal with China 8 million to Funa
Identity Attack0.23618884
Insult0.113185234
Profanity0.029460056
Threat0.009929225
Severe Toxicity0.006790161
Low Tox 0.27750343 Low Con 0.122 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Jeets will say its pakistan abs and China funded 🤣🤣
Jeets will say its pakistan abs and China funded 🤣🤣
Identity Attack0.28034934
Insult0.25800487
Profanity0.18171974
Threat0.07093142
Severe Toxicity0.023076924
Low Tox 0.2763787 Low Con 0.097
Jan 27, 2026 Inside Canada's Indian Invasion...
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed …
Births in canada to chinese born mothers in 2020: 3%, to indian born mothers, also 3% In 2024, to chinese born mothers, 2%, to indian born, 10.5%. Same in the UK...why is India being allowed to export their overpopulation problem 40 years ago both the chinese & indians sired 25 million babies. Last year, in China, under 8 million, in India, still 25 million. if the chinese can control their breeding, why cant indians. What an earth are we supposed to do with another quarter billion indians every 10 years?!
Identity Attack0.2816105
Insult0.09416737
Profanity0.07047026
Threat0.010809537
Severe Toxicity0.01121521
Low Tox 0.26104406 Moderate Con 0.444 Fear_Threat
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
They shall be removed from Canada. Diploma mill schools are still widely open and running. Absolutely everyone knows it’s India and china. DO SOMETHING!!!!!!!!!!!’
They shall be removed from Canada. Diploma mill schools are still widely open and running. Absolutely everyone knows it’s India and china. DO SOMETHING!!!!!!!!!!!’
Identity Attack0.23922618
Insult0.06459839
Profanity0.02119352
Threat0.08703069
Severe Toxicity0.011978149
Low Tox 0.25462922 Low Con 0.156
Sep 30, 2025 IRCC Names India in Study …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation …
This is the canada all these prideful canadians are so proud i guess lol. Whats the point of being soverign when you can't control your borders, your economy, your milltary or anything a sovereign nation is suppost to do? Our border is unguarded along america allowing illegal migrants who come to our countries from around the world to sneak into the usa or sneak into Canada, 73% of all our exports go to the usa, usa is no longer rather our boss, all these prideful canadians dont realize that our whole economy hinges on america lol, russia and china have been investing in making milltary bases in the artic, if we dont secure our artic then the usa will do it for us, but if that happens then who will really own the artic?
Identity Attack0.18705739
Insult0.15769513
Profanity0.048175167
Threat0.008285114
Severe Toxicity0.008621216
Low Tox 0.2540519 Moderate Con 0.427 Policy_Critique
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
1 dollar Canadian is a lot in india. 1.4 billion Indians in India or more. Not enough jobs to eat from the same rice bowl. Like china but china more developed and has a central …
1 dollar Canadian is a lot in india. 1.4 billion Indians in India or more. Not enough jobs to eat from the same rice bowl. Like china but china more developed and has a central government run by communists which do not allow religion to interfere with government and economy. Disadvantage of india. Religious conflict especially Muslims and Hindus since before the time of Ghandi.
Identity Attack0.2823795
Insult0.07872037
Profanity0.015283971
Threat0.007741391
Severe Toxicity0.0051116943
Low Tox 0.24603334 Constructive 0.575
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
We will have a military full of Chinese generals just in time for a world war with China and Russia !
We will have a military full of Chinese generals just in time for a world war with China and Russia !
Identity Attack0.17459276
Insult0.030595649
Profanity0.022628209
Threat0.16067244
Severe Toxicity0.011062622
Low Tox 0.24442963 Low Con 0.086 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the …
I am a Canadian born and bred. I ask these questions, could we, as Canadians, go to India or China or any other country to live and act the way these people do, say the things that they say and get away with it. Do you think I, as a white Canadian, could go to India (for example)and demand they change their traditions and religions because it doesn't suit me? Everybody knows the answer is no. I would be jailed or kicked out of the country quickly. So why do you expect to come to my country and change our ways and our traditions? It's ridiculous.
Identity Attack0.27759558
Insult0.07396803
Profanity0.040409464
Threat0.020954676
Severe Toxicity0.008659363
Low Tox 0.23667802 Constructive 0.637
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
Australia is just little India as well. china as child policy needs to be adopted
Australia is just little India as well. china as child policy needs to be adopted
Identity Attack0.27340925
Insult0.082866095
Profanity0.044167064
Threat0.011560392
Severe Toxicity0.009727478
Low Tox 0.23667802 Low Con 0.165 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish …
I never thought I would go back to China one day since I came here 23 years ago, 2 more years I will retire and go back to China, this country encourages lady people,and punish hardworking people.
Identity Attack0.27171627
Insult0.06337463
Profanity0.021876704
Threat0.023371955
Severe Toxicity0.0077056885
Low Tox 0.2359567 Constructive 0.527 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Disgraceful..Encourage other's to come to Canada, work in all sectors wait for PR then debt trap economics..Many turning to China-Russia..CGTN The Point-Hub-Heat, Shanghai Eye, RT International, Aljazeera, TRT World..
Identity Attack0.04796442
Insult0.16868424
Profanity0.018529098
Threat0.0069905366
Severe Toxicity0.004119873
Low Tox 0.23523538 Moderate Con 0.379
Nov 22, 2025 1 likes Quebec Ends Economic Immigration Program …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house in a land where I was born they up the house prices and have no respect for Canada
Identity Attack0.2781757
Insult0.07270074
Profanity0.015010698
Threat0.0065568537
Severe Toxicity0.0049209595
Low Tox 0.23415339 Constructive 0.512
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by …
Canada is now owned by Communist China and inhabited by endless hordes of East Indians imported to replace the Canadian population. That is the 'middle power' strategy to get back at Donald Trump described by Mark Carney to a standing ovation in Davos.
Identity Attack0.22631748
Insult0.08533409
Profanity0.0147374235
Threat0.008789998
Severe Toxicity0.005683899
Low Tox 0.23343207 Moderate Con 0.336 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
_Will these people help a society reaching highest quality of life such as safety, fairness, happiness, orderly, etc.?_ _Why dont they go build their country like China with that population? LOOK AT CHINA!!_
_Will these people help a society reaching highest quality of life such as safety, fairness, happiness, orderly, etc.?_ _Why dont they go build their country like China with that population? LOOK AT CHINA!!_
Identity Attack0.24293575
Insult0.05262003
Profanity0.03489832
Threat0.010162249
Severe Toxicity0.009994507
Low Tox 0.22579013 Low Con 0.22
Feb 10, 2026 Inside Canada's Indian Invasion...
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's …
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's true for every immigrant community that emigrated from Europe as well. You have Irish immigrant towns, little Italy's, China towns, little India's, polish neighborhoods in Chicago etc ...these kind of neighborhoods are all over north America (USA & Canada). This is natural. Assimilation happens in 1 or 2 generations. Economic expansion and fulfilling social security benefits for the older generation needs population growth and a new younger workforce. This is achieved thru immigration of skilled labor force of all kinds. Population dynamics and demographics keep changing all the time and it has happened thru out human history. Now we are living in an interconnected and inter dependent world. It's better to adapt to change and move on and retain your loyalty to the country they migrated to and contribute positively to their economy and try to assimilate as much as possible and be aware of the sensitivities. This new immigration is from Asia and they are of different ethnicities and cultural background unlike european immigration that happened earlier. So some backlash to these new people's is to be expected and there will be lot of scapegoating and stereotypical epithets that will employed to demonize the new immigrant groups. We all have to adjust assimilate and move on in this great circle of life.
Identity Attack0.18705739
Insult0.08582769
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.2191003 Constructive 0.732 Comparative_Framing
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why …
2026-2-26-why do you not ask the Carney government directly about these two ministers who need to be replaced - officially - due to their absolute and incomprehensible lacking in leadership abilities and skills - why he keeps them in their respective portfolio? But he absolutely needs to be also removed He is doing so much harm to Canada as this 70 yr old has never seen in her entire adult life He has done nothing to repair the relationship with USA Which he has to repair No instead he is working on China Go figure why Because they are a communist regime Whereas the USA is a democracy and solvant democracy such as our own and as far back Canada use to have a rather strong relationship with them But now its not Why? These are the kind of questions that should be asked Why Because CTV and CBC Are our CNN NBC Equivalent of fake news And totally Libéral bias
Identity Attack0.010063417
Insult0.16751462
Profanity0.020168742
Threat0.013631714
Severe Toxicity0.0051498413
Low Tox 0.20312156 Moderate Con 0.448 Call_To_Action
Feb 26, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't …
China 1.4 billion, India 1.5 billion, Africa 1.4 billion majority are poor and their countries encourage their people to leave to send back remittances, because they come from failed states. Living in a Republic/Democracy isn't suitable for all cultures. Some cultures are just meant to live under a dictatorship. Not all cultures are equal but it's hard telling libs, feministe, progressives that. They believe everybody has equal value. Even heaven has rules to enter and there are no exceptions/illegals in heaven.
Identity Attack0.17226285
Insult0.08508729
Profanity0.029186781
Threat0.00780612
Severe Toxicity0.004825592
Low Tox 0.20032968 Constructive 0.517 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like …
India must find a way to stop India's brain from flowing down into the drain asap. One option may be to remove DTAA & impose income tax on foreign gross income of Indian citizens, like the US (US citizens/GC holders are taxed on their worldwide income, regardless of where they reside), & build a world-class work environment in India with that tax amount, so that high-skilled Indian talents can return back to India to start start-up to develop app like WhatsApp/FB/Google/Amazon/MS/Meta (like China) or find suitable job/Business.
Identity Attack0.1769227
Insult0.08484049
Profanity0.032894265
Threat0.021300001
Severe Toxicity0.0077819824
Low Tox 0.1991664 Moderate Con 0.469 Policy_Critique
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - …
LIBERAL REPORT CARD (And this is only what we know so far...) - $60 Million ArriveScam - Hard Drugs called Safe drugs supplied in vending machines - $258 Million in projects to GC Strategies; - Winnipeg Labs - SNC Scandal - Aga Khan trip Scandal - $84k Jamaican Vacation - $6k/night for a single room for the Queen's Funeral - $1.3 Million on 3 'Affordability Retreats' - China Election Interference - Chinese Police Stations in Canada - Green Slush Fund Scandal - Funding Islamic groups who are protesting in support of Hamas - $1 Billion paid out for Hotels for Immigrants - $40 Million to fire staff - A Billion Dollars to CBC to collapse their credibility - Blocking Veterans Affairs Committee investigation - $29 Billion in cost overruns on TMX - Expanding MAiD into those with Mental Illness - $2 Billion to invest in companies that don't exist - $500 Million to fund abortions in other countries - WE Scandal - CPP increase and CPP2 - Highest inflation in 30 years - Highest interest rates in 30 years - Unsustainable immigration - Forcing Untested Vaccinations - Ignoring Vaccine Injured - 11 Million Canadians requiring Food Banks - Tent Cities in every major city - Housing and Rent prices skyrocketing - Healthcare Collapsing - Out of-control spending by the Governor General - Overpayment of CERB payments to prisoners, people who don't qualify, people who don't live in Canada - 10k Ventilators, purchased from a Liberal Friend, that never got used because they were never needed - $300 Million for storage of Mobile Hospitals that were never used - $400 Million for Quarantine Hospitals - Illegally using the Emergencies Act against Canadians - Firing Federal workers and not paying them El based on Vaccination Status - $30 Billion in making batteries for cars, while EV Manufacturers are divesting from EV Technology - $9 Million in Cricket factory for Human consumption - Accusing India of killing citizens on Canadian Soil - Soiling relations with China - Telling Germany, Japan and Greece that we don't want their business on LNG - Violent protesters allowed to escalate without recourse - Violated Canadian Charter of Rights - 2018 India Vacation Mr. Dressup - Elbow gate in HoC - 25% living in poverty - Housing is unaffordable. - Canadian forces made ineffective - Rising crime rate - Failed gun bans on lawful owner - An opioid epidemic - No progress on missing Aboriginal women - A divided country - Reduction of Canadian forestry management causing more forest fires - 6 billion to the Philippines for gender equality and fight climate change - 5 million ice rink on Parliament Hill - 8.6 million reno on the Herington Lake cottage - 2.5 million for the additional cottage at Herington lake for Sophie and kids - Safe injection sites, not so safe around children - Failed safe supply being sold for hard drugs - Legalization of hard drugs - Speaker Greg Fergus after partisan language appeared in an ad for an upcoming event in his riding - Fergus was found to have violated the act - Freeland by-election at by-election - Anthony Rota is thrown under the bus for the HoC Hunka clap-in. PMO’s office knew who he was before. - Mary Ng $17,000 ethical contract - Mary Ng named as one of the 11 MP's who allegedly conspired with foreign actors - Failed UN Security seat campaign of over 8.6 million - 300 million on redesigning the Canadian passport (what was wrong with the old design, not WOKE enough?) - 220k on in-flight catering Indo-Pacific trip, total for the trip over 2 million - Justin Trudeau bought his buddy Tom a $9 million condo in NYC - $28,000 to Randy Boissonnault’s former company - Randy Boissonnault faking indigenous to get grants/money - Randy Boissonnault steps away from HoC to be protected from his crimes - 25% of Canadians are living below the poverty line - Steven Guilbeault $30 Billion coverup - MP Joly’s husband top recipient of future entrepreneurs program - Immigration minister Marc Miller importing terrorists - $523K Joly Rush furniture order spending spree THIS IS NOT EVEN SCRATCHING THE SURFACE SHARE SHARE
Identity Attack0.10221587
Insult0.08484049
Profanity0.020442016
Threat0.008867673
Severe Toxicity0.006790161
Low Tox 0.19789438 Moderate Con 0.499 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Canadians don't want people who won't pledge allegiance to the country above all else, and who refuse to assimilate to our country's judeo-christian heritage. Carney has 3 passports - can he really be loyal to …
Canadians don't want people who won't pledge allegiance to the country above all else, and who refuse to assimilate to our country's judeo-christian heritage. Carney has 3 passports - can he really be loyal to our country and it's citizens. So far, he has proven himself to prefer a World New Order, and friend to the world's most dangerous country, China. Would Carneys wife appreciate it if he had two mistresses?
Identity Attack0.18313584
Insult0.06512285
Profanity0.013063621
Threat0.0077802283
Severe Toxicity0.0051879883
Low Tox 0.19694418 Moderate Con 0.464 Identity_Assertion
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the …
The maximum students missing from training institutions are from India, followed by China and the Philippines. No show up students are the fraudulent students entering Canada for either seeking jobs/asylum status or for entering the USA or other neighbouring countries.
Identity Attack0.17070955
Insult0.07491849
Profanity0.0137468055
Threat0.0065115434
Severe Toxicity0.003528595
Low Tox 0.19314334 Moderate Con 0.313
Oct 1, 2025 IRCC Names India in Study …

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.