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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: "If you all believe that …" 336 comments · Page 7 of 14
CBC lies. Can't believe this liberal supported media.
CBC lies. Can't believe this liberal supported media.
Identity Attack0.04564415
Insult0.26957804
Profanity0.025497584
Threat0.00704232
Severe Toxicity0.0042533875
Low Tox 0.29953843 Low Con 0.223 Meta_Commentary
Jul 20, 2025 How much do refugees and …
Canada is doomed, there is no saving it... as a canadian working in the trades you would not believe how many liberals there are it seems to me that 50% of genz, 75% of gen …
Canada is doomed, there is no saving it... as a canadian working in the trades you would not believe how many liberals there are it seems to me that 50% of genz, 75% of gen x and 90% of boomers are liberal. they're importing these people at such a rapid rate and they all out breed whites. there's no chance the country will ever vote in a politician that will fix this... and what would that even look like? capture and deport every immigrant (and their anchor babies) from the last 10-15 years? its just not feasible... my advice to fellow Canadians; get out while u can its going to get unimaginably worse in the next ten years
Identity Attack0.2877625
Insult0.16861114
Profanity0.041912504
Threat0.014048163
Severe Toxicity0.010986328
Low Tox 0.295883 Constructive 0.557
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
F'ing disgraceful, they believe their there for a free paycheck privided by the Canadian Tax payer (because the economic landscape isn't trecherous enough already for each Canadian who can't afford grocerys, auto tune up's).
Identity Attack0.051808115
Insult0.24928534
Profanity0.124631
Threat0.007547205
Severe Toxicity0.009422302
Low Tox 0.29039988 Moderate Con 0.336 Economic_Argument
Oct 12, 2025 IRCC Names India in Study …
Hi Tyler, African here. The comment about African people's IQ is quite demeaning. I believe people are the same all over the world irregardless of the color of their skin 😊
Hi Tyler, African here. The comment about African people's IQ is quite demeaning. I believe people are the same all over the world irregardless of the color of their skin 😊
Identity Attack0.31307843
Insult0.15485314
Profanity0.08193458
Threat0.0083886795
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.742 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful …
This is a lesson for Canadians should never vote for the liberals. My mom always told me your in society your brand when you're at home you're your culture. That Muslim man should be careful what he says it can turn around on him. I believe there is hope and there will be a change!!
Identity Attack0.37953663
Insult0.08459369
Profanity0.017777596
Threat0.0089712385
Severe Toxicity0.00957489
Low Tox 0.28857216 Constructive 0.722 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Omg can't believe you made a video on this. Tbh every province is populated by them now. (Not racist just facts lol)
Omg can't believe you made a video on this. Tbh every province is populated by them now. (Not racist just facts lol)
Identity Attack0.16993292
Insult0.06722072
Profanity0.09292633
Threat0.010705971
Severe Toxicity0.0127685545
Low Tox 0.2854971 Moderate Con 0.426
Jan 27, 2026 Inside Canada's Indian Invasion...
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, …
His name is Jesus Christ. That’s what happened to Canada we got rid of who Jesus is in brought in fake believers. We brought in people who worship the devil that’s what happened to Canada, but you may not believe this, but God is clean in the swamp in Canada things will be exposed that you’ve never seen before God has taken back his country100%.
Identity Attack0.26494437
Insult0.16817254
Profanity0.06796519
Threat0.010084574
Severe Toxicity0.011672974
Low Tox 0.2854937 Moderate Con 0.324 Moral_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I am tired of people coming to Canada and not understanding why most Canadians celebrate Halloween And when we ask a Person that comes here if they take their children out for Halloween they say …
I am tired of people coming to Canada and not understanding why most Canadians celebrate Halloween And when we ask a Person that comes here if they take their children out for Halloween they say i Quote: We dont believe in the Devil only in jesus christ...This is a miss understanding and frankly an insult. So here you go.....Info for you! ...............Canadians celebrate Halloween due to its roots in the ancient Celtic festival of Samhain, which was brought to Canada by Irish and Scottish immigrants in the 19th century. While the original celebrations focused on appeasing spirits and marking the end of the harvest, modern Canadians celebrate for fun and community, participating in activities like trick-or-treating, costume parties, and decorating homes with jack-o'-lanterns. Historical Origins Celtic Festival: Halloween's origins lie in the ancient Celtic festival of Samhain (pronounced "sah-win"), which marked the end of summer and the harvest season and the beginning of the dark, cold winter months. Blurred Boundaries: Celts believed that on the night of October 31st, the boundary between the world of the living and the world of the dead blurred, allowing spirits to roam the earth. Pagan Practices: To ward off evil spirits and to celebrate the harvest, people would dress in costumes, light bonfires, and prepare food offerings. All Hallows' Eve: Over time, the tradition merged with Christianity. All Saints' Day was established on November 1st, and the night before became known as All Hallows' Eve, a contraction of which led to the word "Halloween". Arrival in Canada Immigrant Traditions: The customs of Halloween were brought to North America, including Canada, by large numbers of Irish and Scottish immigrants in the mid-1800s. Cultural Adaptation: Over generations, these traditions evolved into the modern holiday we see today, incorporating new elements and becoming a popular cultural event. Modern Celebrations Fun and Community: Today, Canadians celebrate Halloween for the fun and mystery it offers, fostering a sense of community and togetherness. Popular Activities: Common activities include dressing in costumes, carving pumpkins to create jack-o'-lanterns, decorating homes, attending parties, and the popular tradition of trick-or-treating. Cultural Experience: For newcomers, Halloween in Canada is an exciting opportunity to experience Canadian culture and connect with neighbors. This helps out Canadian businesses as well. So next time someone asks you at least you will know to not use the Devil reason! We are not Mexico! Go look up their calibrations! Quite insulting Canada and learn our Celebrations if you chose to come here! Than You for your time!
Identity Attack0.28034934
Insult0.16124763
Profanity0.07191269
Threat0.008194493
Severe Toxicity0.010757446
Low Tox 0.2854903 Constructive 0.743
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in …
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in Vancouver and for the past ten years and I feel like I've been teleported to India or Pakistan. It's scary bc I've never planned to live in India, but here I'm. Durka durka ! 😅
Identity Attack0.26833034
Insult0.16817254
Profanity0.07870171
Threat0.008582866
Severe Toxicity0.008506775
Low Tox 0.27525392 Constructive 0.655 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
I don't believe for one moment that the mess we're in, because of the Liberal governments incompetence, will ever be solved.
Identity Attack0.058856625
Insult0.24928534
Profanity0.02208166
Threat0.0074565844
Severe Toxicity0.003528595
Low Tox 0.27525392 Moderate Con 0.349 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Notice how they r all from Punjab & hardly from anywhere else in India, btw Pakistan also has the other half of Punjab...these r people with agenda or agendas... Justin Trudeau cozyed up to these …
Notice how they r all from Punjab & hardly from anywhere else in India, btw Pakistan also has the other half of Punjab...these r people with agenda or agendas... Justin Trudeau cozyed up to these "khalistani" who want to create their own nation khalistan in India or maybe Canada...god alone knows, his father also cozyed up to them which led to the hijacking of Air India flight 423 forced to land in Lahore Pakistan instead of Amritsar India. Air India Flight 182 was a scheduled international flight from Toronto Pearson International Airport (as Air India Flight 181) to Sahar International Airport with regular Mirabel-London-Delhi stops. On the morning of June 23, 1985, the Boeing 747-237B[note 1] serving the route exploded near the coast of Ireland from a bomb planted by Sikh terrorists.[1][2][3] All 329 people on board were killed including 268 Canadian citizens, 27 British citizens, and 22 Indian citizens.[4] The bombing of Air India Flight 182 is the worst terrorist attack in Canadian history and was the world's deadliest act of aviation terrorism until the September 11 attacks in 2001. It remains the deadliest aviation incident in the history of Air India, and the deadliest no-survivor hull loss of a single Boeing 747 (from Wikipedia) The Sikhs shouldn't be mistaken for khalistanis, the khalistanis r a splinter group led by radicals who indoctrinate young sikh towards their khalistani believes & r supported, funded & controlled to some extent by the ISI of Pakistan. Edit: the Canadian government & other officials should take strict actions against any illegal immigrants & monitor the activities of these "khalistanis" because they seem to be gathering strength...sooner or later this will come back to bite Canada in the rear end...
Identity Attack0.27875587
Insult0.1711343
Profanity0.04742365
Threat0.019055385
Severe Toxicity0.012962224
Low Tox 0.26859093 Constructive 0.524 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The gentleman’s comment about the IQ levels of Sub-Saharan Africans was completely below the belt. Regardless, I believe such generalizations are harmful and unacceptable. Even though the statement was broad and generalized, I strongly object …
The gentleman’s comment about the IQ levels of Sub-Saharan Africans was completely below the belt. Regardless, I believe such generalizations are harmful and unacceptable. Even though the statement was broad and generalized, I strongly object to it. In my view, it amounts to discrimination. I do not consider it intelligent or appropriate for anyone to make such remarks.
Identity Attack0.23391083
Insult0.16846494
Profanity0.027820412
Threat0.007327127
Severe Toxicity0.005531311
Low Tox 0.2648175 Constructive 0.68 Moral_Argument
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to …
I didn't want to have to say this, but As a Canadian born Senior who lived here for over 65 years, I believe our Liberal Gov't teamed up with the WEF UN Development Plans, to try and Genocide the Canadian born Citizens. 🧐 💔🙏 ✝️ 👨‍👩‍👧‍👦🇨🇦
Identity Attack0.17459276
Insult0.07238392
Profanity0.021466793
Threat0.16067244
Severe Toxicity0.01322045
Low Tox 0.26293078 Constructive 0.563 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
3:30 explained it extremely well. Theres alot of dead towns in the u.s i believe in legal immigration if those immigrants were directed to those towns i think that would be a good thing. Lets …
3:30 explained it extremely well. Theres alot of dead towns in the u.s i believe in legal immigration if those immigrants were directed to those towns i think that would be a good thing. Lets face it Brampton, ontario would probably be a dead town if not for those immigrants.
Identity Attack0.25478655
Insult0.083359696
Profanity0.02071529
Threat0.061412923
Severe Toxicity0.007972717
Low Tox 0.25915736 Constructive 0.765 Economic_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
If you believe the government you should be aware of scammers cause your on their list
If you believe the government you should be aware of scammers cause your on their list
Identity Attack0.011173353
Insult0.24561718
Profanity0.04792466
Threat0.007948523
Severe Toxicity0.0034332275
Low Tox 0.25727063 Low Con 0.196 Fear_Threat
Jan 19, 2026 Canada’s new rules in 2026
Can't believe some of you are so cold hearted! The US is becoming an increasingly unsafe place to live!
Can't believe some of you are so cold hearted! The US is becoming an increasingly unsafe place to live!
Identity Attack0.1508922
Insult0.15414265
Profanity0.020646973
Threat0.007974415
Severe Toxicity0.005722046
Low Tox 0.25462922 Moderate Con 0.405
Dec 24, 2025 Deportations From Canada at Their …
They are taking over every nation, and they believe in ISLAM while they silently move in large numbers. Its war not peace...
They are taking over every nation, and they believe in ISLAM while they silently move in large numbers. Its war not peace...
Identity Attack0.28034934
Insult0.06267534
Profanity0.025497584
Threat0.024580594
Severe Toxicity0.0077056885
Low Tox 0.25462922 Low Con 0.246 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at …
I love Punjabi people, they are high class and they surprise me when they tell me they were farmers before coming to canada because I don't get that rugged vibe from them. That guy at 2:50 was purhaps the most honest 'white' guy you will meet. The fact is Indians didn't take over, the upper class just decided to move north to Bolton or more west to the Halton area. Over time enough Indians replaced them to basically take over important roles like police officers and political positions. Eventually just like East Asians have Markham and parts of Scarborough, the south Asians had a high enough population for Brampton to be considered their home turf. Eventually though it was the student visas that drove Canadians crazy. Millions of students in record time and I believe there was an additional 4 million who came on temporary work visas during covid, eventually Canadians got annoyed. Personally I don't see any problem with it as long as we keep building apartments and homes for the new immigrants to rent and live it doesn't bother me. I would like to see three times more immigration especially from Europe as this country is super underpopulated and we need people to open factories and build companies that will strengthen Canada as a whole and employ our own not just send money back to their countries. So its not an invasion we just need come to a place of understanding and learn to work together. I will finish with the one negative; there truly is a massive lack of assimilation and this may prove to be more of a problem than we realize but I won't go into it. Stay strong my Punjabi friends 👳🏿
Identity Attack0.293411
Insult0.123407245
Profanity0.06596114
Threat0.012285355
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.875 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Every western government hates its own people and has been attempting to finish off its own civilization. Worse, the people still believe their government.
Identity Attack0.105836816
Insult0.08459369
Profanity0.035900343
Threat0.019573374
Severe Toxicity0.00579834
Low Tox 0.25462922 Low Con 0.117 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
As a European, I believe Canadians would rather have south Asian immigration than North African/Sub-Saharan African immigration
Identity Attack0.3043136
Insult0.0623257
Profanity0.024814399
Threat0.00746953
Severe Toxicity0.0076293945
Low Tox 0.24924077 Moderate Con 0.349
Nov 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a Muslim I don't support this man who speek as Muslim he does not represent Muslim or Islam or me Canada is not for only for Muslims but for all religion and believe . …
As a Muslim I don't support this man who speek as Muslim he does not represent Muslim or Islam or me Canada is not for only for Muslims but for all religion and believe . we as Muslim we should respect others and love one another. Canada have no place for any form of racisist comments .
Identity Attack0.28034934
Insult0.07396803
Profanity0.019280603
Threat0.0072882893
Severe Toxicity0.0049972534
Low Tox 0.24924077 Constructive 0.737
Aug 26, 2025 Why Canadians Are Turning Against …
I believe that there needs to be less mass migration and it needs to be more controlled. Multicultural nations historically do not remain stable, think of Yugoslavia or Austria-Hungary, it’s already been shown by how …
I believe that there needs to be less mass migration and it needs to be more controlled. Multicultural nations historically do not remain stable, think of Yugoslavia or Austria-Hungary, it’s already been shown by how Quebec doesn’t really want to be a part of Canada. I am especially against foreign cultures consolidating into one area such as Brampton or Ontario as a whole, Canada is a white country and white people should remain at least 75% of the population or else things start going downhill.
Identity Attack0.2877625
Insult0.06529768
Profanity0.028093686
Threat0.011379151
Severe Toxicity0.007858276
Low Tox 0.24763705 Constructive 0.553 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I believe a lot of them are illegals that over stayed their visas
I believe a lot of them are illegals that over stayed their visas
Identity Attack0.23163283
Insult0.08484049
Profanity0.031140719
Threat0.0069905366
Severe Toxicity0.005607605
Low Tox 0.24603334 Moderate Con 0.367 Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. …
Our local governments literally tell you to your face and they wanna replace you and I’m not even talking about just white people. I’m talking about native citizens of United States Canada, UK Germany, etc. etc. they wanna have this whole destabilization of the voting blocks so that the government can literally run wild do whatever they want. It’s funny how the “great replacement“ is said to be “deboned“ online yeah it’s literally happening right in front of our faces and our government leaders across the world are just openly saying it even in America. It’s either massive legal immigration from the left or massive H1B visa immigration from the right they literally tell you right to your face that you are either “too lazy“ or “too stupid“ to do some of these jobs meanwhile, there are millions of smart citizens who are not only ready to work, but can do the jobs that the H1B visa people and the illegal immigrants do way better especially because most of the H1B jobs are literally working at a fucking gas station and anything the illegal immigrants are doing especially jobs in construction and labor. American citizens and Canadian citizens do a way better quality job. Never believe the PSYOP of immigrants being “way better workers“ that’s literally just just a flyable objectively untrue. A wise man once said if someone is willing to cheap out on labor, then they are willing to cheap out on the job.
Identity Attack0.21075934
Insult0.08484049
Profanity0.07611542
Threat0.012492486
Severe Toxicity0.008735657
Low Tox 0.24282593 Constructive 0.644 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India is exporting its population instead practcing any type of birth control education and i dont believe the world should be responsible for providing them jobs and pay
India is exporting its population instead practcing any type of birth control education and i dont believe the world should be responsible for providing them jobs and pay
Identity Attack0.26494437
Insult0.06826523
Profanity0.033144772
Threat0.010757755
Severe Toxicity0.010986328
Low Tox 0.23739935 Moderate Con 0.336 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...

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.