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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: "This is what british doing …" 138 comments · Page 2 of 6
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the …
The Britishers came looted, murdered, done many atrocities in india but no west people condemned or raised any voice about it. Christianity came in India and is slowly changing ethnicity in India That's not the problem for these white people
Identity Attack0.4508763
Insult0.20434737
Profanity0.15371579
Threat0.1368402
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.39 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for …
Why are they so mean to Indians, maybe a subsector of them, There are Jews that do the same thing? Back in India from what I understand the British had messed it up psychologically for over 200 years so bad and people lost there wealth, the property from the famine, there culture had been ruined particularly in the north-eastern India, these Indians are not north-eastern. They are not doing anything evil, satanic, look to your churches for that, there were some really twisted things happening there with the authority and church fathers and pedophilia and buried of children and countless other scanerios torture chambers, torturing women, church vs government...
Identity Attack0.41052565
Insult0.2659317
Profanity0.21564959
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.37694603 Constructive 0.536
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
British ruled over India for more than 190 years and now our people going there working hard to earn money, got better lifestyle these white people had problem in that also 😂
British ruled over India for more than 190 years and now our people going there working hard to earn money, got better lifestyle these white people had problem in that also 😂
Identity Attack0.41222036
Insult0.16053712
Profanity0.119731516
Threat0.010783645
Severe Toxicity0.01573815
Moderate 0.3666224 Moderate Con 0.34 Comparative_Framing
Feb 24, 2026 Inside Canada's Indian Invasion...
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian indian who is preaching here ,and why did british,french,italian,roman loot everything from asia and africa,central asia , middleast and invdade them and stolen everything put their country as junk yard and now all the west is entirely debt ridden,Why cry now,Stop bombing them and should not have done all this in first place since 100 of years ago,Migration is human thing ,no one can stop,its god instilled in human and this is how civilization expanded around the world..I understand ,i get the disgustian behaviour pattern of indians in the west especially the sanghis hindu extremist who were being exposed right ,left and center all over the world in social media..Like Faith says people migrate for economic reason,even that is not working any more,Leave the east and africa at peace ,lot of people will remigrate back home,..I say this for a fact.Stop bombimg them working with zionist jews pedophiles isralies who are root of all the problem that exist on face of the earth.,the banks they own,corporations they own,healthcare industry they own,diamond mines they own,weapons industry they own,drug and porn industry jews own..
Identity Attack0.37953663
Insult0.2735258
Profanity0.1413768
Threat0.13785169
Severe Toxicity0.023076924
Moderate 0.36456755 Constructive 0.571 Moral_Argument
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are …
Not our people, and they do not belong with our people. Want to talk about natives? Go ahead. An Indian chief would lose his scalp if he tried to replace his people. If you are not of their blood, you cannot be part of their nations and live among them in their communities. End of story. Want to talk about the British in India? Go ahead. At the peak, there were about 150,000 to 200,000 and they left. Time for Indians to go home.
Identity Attack0.44690517
Insult0.1823172
Profanity0.050680235
Threat0.04233929
Severe Toxicity0.02077355
Moderate 0.36095104 Constructive 0.513 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero …
vedic bramanical aryanism is caste based fascism.And so called their claim as hindus are totally wrong, and cooked up story after the British given identity by mistake and unknown.The real hindus are non aryan ,hero stone worshippers,who are living in South india.Mostly tribals and dravidian believers. Even still they adopted by aryanized religious practices, they never accept karma.
Identity Attack0.41052565
Insult0.3388922
Profanity0.14666493
Threat0.04132889
Severe Toxicity0.023317307
Moderate 0.36095104 Moderate Con 0.409 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
PLEASEEEEEEEEEEE go to Prince George British Columbia and witness how bad it is
PLEASEEEEEEEEEEE go to Prince George British Columbia and witness how bad it is
Identity Attack0.10221587
Insult0.13607834
Profanity0.08678388
Threat0.013165667
Severe Toxicity0.013349563
Moderate 0.35186127 Low Con 0.23 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
I'll just say that as a British guy, the ask for Khalistan is fair in my opinion. Us Brits screwed the Sikhi over after they did a lot for us.
Identity Attack0.27991617
Insult0.19967617
Profanity0.35346076
Threat0.032695748
Severe Toxicity0.01986976
Moderate 0.3389984 Constructive 0.639 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Native Canadians 😂🤣😂🤣 Only a British immigrant would say that 💯
Native Canadians 😂🤣😂🤣 Only a British immigrant would say that 💯
Identity Attack0.39461556
Insult0.1505596
Profanity0.039657943
Threat0.007340072
Severe Toxicity0.013543231
Moderate 0.3389984 Low Con 0.178 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
As an immigrant myself I totally approve this video. It’s sickening and disrespectful how these new migrants want everything without working for it. The problems just keeps growing. I guess we’re learning nothing from the …
As an immigrant myself I totally approve this video. It’s sickening and disrespectful how these new migrants want everything without working for it. The problems just keeps growing. I guess we’re learning nothing from the British
Identity Attack0.37361985
Insult0.24630153
Profanity0.079025
Threat0.009592636
Severe Toxicity0.012962224
Moderate 0.33587718 Constructive 0.539
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
we are Christians since our fore fathers (British india). In india they hate us for our foreign religion, here they hate us for being foreigner....
we are Christians since our fore fathers (British india). In india they hate us for our foreign religion, here they hate us for being foreigner....
Identity Attack0.39334553
Insult0.123407245
Profanity0.050429728
Threat0.009048914
Severe Toxicity0.01083374
Moderate 0.33504707 Moderate Con 0.436
Aug 25, 2025 Why Canadians Are Turning Against …
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because …
Sikhs are actually nice people. Every single person has some or other compulsions. Nobody moves to another country for fun, they migrate for better lifestyle, healthcare, benefits, income etc. Stop demonizing these people just because they're in Canada and not being white. Perhaps, ask yourself what your ancestors as whites did in the past to Indians, sidelined with Britishers & looted our wealth for 200 years and made us a 3rd world country.
Identity Attack0.3857254
Insult0.16337912
Profanity0.032142747
Threat0.009048914
Severe Toxicity0.011291504
Moderate 0.32712606 Constructive 0.734 Moral_Argument
Mar 1, 2026 Inside Canada's Indian Invasion...
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what …
If it goes like this then evry Indian have a right to track and hunt every british which flourished on loot money from India . . . and made the europe and america the what it is .
Identity Attack0.36942887
Insult0.16861114
Profanity0.08096472
Threat0.10696311
Severe Toxicity0.01683561
Moderate 0.32557452 Low Con 0.27
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
We should have had camers and phones in the 1800 and 1900. Could have filmed this exact thing for britishers in india how they invaded and killed us .
We should have had camers and phones in the 1800 and 1900. Could have filmed this exact thing for britishers in india how they invaded and killed us .
Identity Attack0.27991617
Insult0.06953252
Profanity0.10425757
Threat0.34804323
Severe Toxicity0.020515325
Moderate 0.32289913 Moderate Con 0.343 Comparative_Framing
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon …
Canadians im coming there too, i am a British Sikh man. But i have no intentions on living in Brampton or any other densely populated city with Indians and Muslims. Canada is going to soon get a large influx of British Indian's, because the Muslim's are taking over the government. I plan to get out before we are prevented from leaving. BC, middle of knowhere 😍
Identity Attack0.4006267
Insult0.11616662
Profanity0.04516909
Threat0.011974656
Severe Toxicity0.014511578
Moderate 0.32128486 Constructive 0.539
Nov 18, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians tired from indians and british tired from pakistanis
Canadians tired from indians and british tired from pakistanis
Identity Attack0.38223284
Insult0.110259406
Profanity0.05543986
Threat0.013631714
Severe Toxicity0.013866014
Moderate 0.31825066 Low Con 0.165 Identity_Assertion
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My parents came here more than 20yrs ago. People have to move and adapt to standards. 1. Wear deo, pls. 2. Pray at facilities/home 3. Please stop being so loud in restaurants. 4. Your kids …
My parents came here more than 20yrs ago. People have to move and adapt to standards. 1. Wear deo, pls. 2. Pray at facilities/home 3. Please stop being so loud in restaurants. 4. Your kids may not run around the restaurant. Tend to them yourself!! 5. Respect one another. This doesn't go out just for the majority, from one country. Today i met horrific British immigrants who let their 6kids run around the restaurant while they talk so loud from the top of their lungs. They made mess all around the table and did not clean any bit. Why do we get worse mannered people?!?
Identity Attack0.31307843
Insult0.24928534
Profanity0.0935729
Threat0.010964886
Severe Toxicity0.013091337
Moderate 0.31825066 Constructive 0.762 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Australia is going the same way, but the British Empire globalists told me I was a conspiracy theorist and to shut up or they'll put me in jail for up to 15 years.
Australia is going the same way, but the British Empire globalists told me I was a conspiracy theorist and to shut up or they'll put me in jail for up to 15 years.
Identity Attack0.10221587
Insult0.19967617
Profanity0.117874645
Threat0.063352615
Severe Toxicity0.009231567
Moderate 0.3127066 Moderate Con 0.348 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy never even been to India. He doesn't appreciate it the other way. Sophisticated British dude because he's a farmer man that had to come all the way to nowhere to exist
This guy never even been to India. He doesn't appreciate it the other way. Sophisticated British dude because he's a farmer man that had to come all the way to nowhere to exist
Identity Attack0.18235919
Insult0.24767025
Profanity0.08710717
Threat0.009437286
Severe Toxicity0.011062622
Moderate 0.30716252 Moderate Con 0.394 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
And the British occupied , lived and sucked every drop of blood from India for 190 years? How about that? How about being reminded that Canada was formed by wiping out Bethouks, many other indigenous …
And the British occupied , lived and sucked every drop of blood from India for 190 years? How about that? How about being reminded that Canada was formed by wiping out Bethouks, many other indigenous peoples?
Identity Attack0.2331515
Insult0.191015
Profanity0.16078159
Threat0.032695748
Severe Toxicity0.016125489
Moderate 0.3057765 Moderate Con 0.422
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
now make a vid on british invasion
now make a vid on british invasion
Identity Attack0.2816105
Insult0.06582214
Profanity0.10301965
Threat0.10236332
Severe Toxicity0.020515325
Moderate 0.30527395 Low Con 0.273 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think …
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think the British came to India in the first place? Not cus they like a good curry! Robbed the place blind & now you have a problem with hard working people on your nation - you started it!! India didn’t invite you over!! Punjab had an empire before the British systematically took it apart piece by piece - but I’m sure that doesn’t interest you - very blinkered & one sided view
Identity Attack0.24150419
Insult0.24424846
Profanity0.08419759
Threat0.015429466
Severe Toxicity0.015221698
Moderate 0.30464804 Constructive 0.506 Moral_Argument
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people …
Bruh the comment section is filled with racist people not minding india's population and seeing the not so big size of the country and still criticizing it for its poor infrastructure or people. The people also forgot how rich India was before united kingdoms invasion and how the British empire stole all the valuable resources from India like gold and used it for the development of London. So pls I am respectful don't be racist towards other countries. All are equal made by god just separated by borders of countries but live in the same soil which is our earth. It's also a fact that the people who have enough money or are rich in India live a good life where the infrastructure is good the people are good like the system in upper castes. Whereas the poor people are the ones which have to suffer as generally they are low castes and don't get jobs offered in India as they face caste discrimination and so they get involved in illegal activities like scam call centres and robbery to get some money. The foreigners only see the bad side of India and the bad people who are poor and have to earn something for their family to survive. So pls I know that the things these are doing are illegal or bad but still don't blame whole India for it as those people are very poor have nothing to eat and so they get lured by strangers into doing these things. I can easily say tyler is racist because it's just bad things about India that he shows like the photo of punjab he shows like a random street in punjab a person is driving in motorcycle and there is garbage all around and not showing the golden temple or beautiful places there. I know the people should point out the mistakes of a country like dirty places there but like all the images shown of the country are dirty and not a single picture is good about it even though there are many. That clearly racist and the motive is clearly here to disrespect the countrys image
Identity Attack0.25478655
Insult0.18604483
Profanity0.056441884
Threat0.00933372
Severe Toxicity0.010223389
Low Tox 0.2922276 Constructive 0.76 Moral_Argument
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their …
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their own land.
Identity Attack0.34974504
Insult0.1342682
Profanity0.062454045
Threat0.010395273
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.551 Comparative_Framing
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial …
Remember the British stole $44 Trillion from Indians during colonial era. India controlled over a quarter of the world trade before they arrived. India was a bigger economy than US adjusting for inflation. The Industrial revolution was built on back of Indian slaves paying 70 percent taxes to the crown. Canada, UK and Australia were built on this stolen money. They stole money from the Indians and they stole land from the indigenous. This video shows nothing but prejudice. People only have a problem with brown immigrants. I remember 35,000 European immigrants arrived in the city in 2021 even before the Ukraine war and no one cared. Brampton has 27% Indian people so they're clearly not a majority but they are a majorly targeted group because of this prejudice. I don't have the Canadian numbers but in the US 6% of tax comes from Indians and they're 1% of the population. You don't have to trust me you can look it up. The motives of this look racist because when you try hiring white folks the retention rate is extremely low, these past 6 months I have seen 8 employees in managerial positions who quit less than 2 weeks and it's impossible to retain them no matter what salary you offer and then when you go hire an Indian they just don't quit and work harder. But again that's an anecdote, that doesn't mean white folks don't work hard. Everyone has different experiences so stop, putting half baked stuff out on the internet and stop embarrassing yourself. You got a problem, go back to your country. Why don't you go back to jolly old England and serve the queen.
Identity Attack0.27510223
Insult0.21135417
Profanity0.028776871
Threat0.011146127
Severe Toxicity0.008888245
Low Tox 0.28674445 Constructive 0.657
Sep 19, 2025 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.