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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "DO not bring to The …" 648 comments · Page 19 of 26
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility …
Listen, immigration has always been a strength in this country but bringing millions of immigrants at the same time into a country made no sense. Trudeau's government should be ashamed but they'll never take responsibility for their mistakes. Now everything is messed up and it's going to take years to fix. Unfortunately these TFWP programs all need to stop - Canada is broken right now.
Identity Attack0.052490227
Insult0.060927123
Profanity0.013712646
Threat0.0071847234
Severe Toxicity0.0025367737
Low Tox 0.12520397 Constructive 0.562 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
i hope this brings more attention to the issue, they've inserted themselves into nearly every entry-level job and infested it with their nepotistic hiring practices, it's absolutely impossible to get a foot in the door …
i hope this brings more attention to the issue, they've inserted themselves into nearly every entry-level job and infested it with their nepotistic hiring practices, it's absolutely impossible to get a foot in the door here at least in ontario
Identity Attack0.014852738
Insult0.06599696
Profanity0.020373698
Threat0.0074306927
Severe Toxicity0.0022411346
Low Tox 0.123468354 Constructive 0.51 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. …
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. G_d bless everyone.
Identity Attack0.068465814
Insult0.030926194
Profanity0.019553876
Threat0.008362788
Severe Toxicity0.0033569336
Low Tox 0.12260055 Constructive 0.609
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, proper culture, or good education—it makes everything so much harder for them when they arrive in a new country too.I also want to talk about jobs in Canada, bruh. All the industries seem dominated by specific ethnic groups that have basically taken them over. For example, in construction, you mostly see Spanish or Portuguese crews who only speak their own language on the job. And Indians—they've pretty much taken over all the Walmarts and fast-food chains in Canada.They should've kept Canada truly multicultural instead of letting it turn into this. And don't even get me started on the nepotism in the job market lol. You cant even make a gues how hard was for me to find a roofing company that speaks english in their crews lol.
Identity Attack0.06294931
Insult0.045593183
Profanity0.035399333
Threat0.007754337
Severe Toxicity0.0038719177
Low Tox 0.121732734 Constructive 0.756
Jan 27, 2026 Inside Canada's Indian Invasion...
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.❤
Identity Attack0.09162762
Insult0.04910661
Profanity0.015932998
Threat0.0067769317
Severe Toxicity0.0029182434
Low Tox 0.121732734 Constructive 0.787 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
They allow the immigrants to bring their elderly ones that is bordering the system.
They allow the immigrants to bring their elderly ones that is bordering the system.
Identity Attack0.10221587
Insult0.030044744
Profanity0.01490822
Threat0.007534259
Severe Toxicity0.0026893616
Low Tox 0.119997114 Low Con 0.287
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones so things aren’t gonna go well for the first generation so I hope to see change in the next, but I really hate the racism. Because at the end of the day, this world belongs to all of us. I’m married to a Punjab. And I’m very thankful I met him feel like a lot of Canadian men. Have become victims to the red pill ideology or cell phones are really just becoming a part of their ideologies. Indian families bring back real love and authenticity. My only problem is the criminals that are coming into the country that are hurting people when we already have enough problems in our own country.
Identity Attack0.10221587
Insult0.046764325
Profanity0.035900343
Threat0.008919456
Severe Toxicity0.0045394897
Low Tox 0.119997114 Constructive 0.799 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
The government wants a civil war within the country so they can bring in a security state
The government wants a civil war within the country so they can bring in a security state
Identity Attack0.0233943
Insult0.01838776
Profanity0.023994578
Threat0.056563694
Severe Toxicity0.004825592
Low Tox 0.119997114 Low Con 0.123
Aug 25, 2025 Why Canadians Are Turning Against …
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Identity Attack0.034300596
Insult0.030044744
Profanity0.016411226
Threat0.040638234
Severe Toxicity0.0050354004
Low Tox 0.1182615 Moderate Con 0.427 Economic_Argument
Sep 3, 2025 Why Canadians Are Turning Against …
Best case scenario, it will take us 20-30 years to bring the immigration numbers to sustainable levels, and to restore the faith in the system. But realistically, the mess Liberals created, will impact us for …
Best case scenario, it will take us 20-30 years to bring the immigration numbers to sustainable levels, and to restore the faith in the system. But realistically, the mess Liberals created, will impact us for generations to come.
Identity Attack0.04667538
Insult0.061451588
Profanity0.015420608
Threat0.007197669
Severe Toxicity0.0023269653
Low Tox 0.1182615 Constructive 0.532 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
⸻ “It’s surprising to hear someone say immigrants should ‘leave their culture and what about religion’ behind. That’s not Canada — that’s brainwashing. Canada is built on multiculturalism. We don’t need to erase who we …
⸻ “It’s surprising to hear someone say immigrants should ‘leave their culture and what about religion’ behind. That’s not Canada — that’s brainwashing. Canada is built on multiculturalism. We don’t need to erase who we are to belong here. We bring our values, our traditions, our work ethic, and we mix them into this country. That’s what makes Canada strong, not weaker. Stop spreading messages that divide — unity and respect is what truly builds this country.”
Identity Attack0.09576365
Insult0.04910661
Profanity0.014327513
Threat0.006420923
Severe Toxicity0.0024795532
Low Tox 0.11739369 Constructive 0.647 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Canadian liberals are tearing us apart by creating massive identity groups, rather than bringing us together into a common culture. The deterioration is real.
Canadian liberals are tearing us apart by creating massive identity groups, rather than bringing us together into a common culture. The deterioration is real.
Identity Attack0.07094744
Insult0.05086332
Profanity0.012073003
Threat0.0074048014
Severe Toxicity0.0023269653
Low Tox 0.11652588 Moderate Con 0.353
Oct 12, 2025 Why Canadians Are Turning Against …
Nahhh, not the idol gods. They going to bring some misfortune or catastrophic event to those places.
Nahhh, not the idol gods. They going to bring some misfortune or catastrophic event to those places.
Identity Attack0.0102854045
Insult0.026444806
Profanity0.022833163
Threat0.05042134
Severe Toxicity0.0038337708
Low Tox 0.11419344 Low Con 0.123
Jan 27, 2026 Inside Canada's Indian Invasion...
Stop letting people bring their whole family 😂
Stop letting people bring their whole family 😂
Identity Attack0.01374736
Insult0.024382202
Profanity0.028913507
Threat0.010887212
Severe Toxicity0.004196167
Low Tox 0.1140901 Low Con 0.241 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just let robots and AI take over western nation instead of bringing people from other countries. This cooperate are the biggest enemy
Just let robots and AI take over western nation instead of bringing people from other countries. This cooperate are the biggest enemy
Identity Attack0.048737846
Insult0.028281843
Profanity0.020168742
Threat0.0115345
Severe Toxicity0.0031852722
Low Tox 0.11398677 Low Con 0.117 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what …
canadians and her multicultural ways simply can not compete against india, africa, south asia and various latin american countries because of 1 thing - birth rates. and when i say the canadian way and what 'used' to be a balanced multicultural way of life - is now being completely replaced by, majority led, india and a select handful of a few other nations - philippines, nigeria, bangladesh and some middle eastern nations. most of these nations - minus the philippines - have very different values and laws from the west. gender inequality, caste systems and not to mention religious / secular conflicts. racism is also incredible in those nations - again, minus the philippines. the only reason i include the philippines on this list as well is because their numbers are also very high in terms of the recent immigration scams but still not as high as india - who by large is the biggest scammer by a mile. these nations export canadian capital to their home nations and recycle the cash and bring in more of their own people. it is blatant soft power take over of canada without firing a single shot. canadians need to wake up and bring back balanced immigration. i will never accept sharia law, caste systems of gender inequality in canada but it is already here and their population is hundreds to thousands of times more than canada and they are already establishing incredibly strong roots here.
Identity Attack0.10221587
Insult0.039737478
Profanity0.016342908
Threat0.007081157
Severe Toxicity0.00333786
Low Tox 0.11398677 Moderate Con 0.434
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
When you work with certain people they go to management and lie about you so you can be fired. Then they bring in their own kind to replace you. There is a lot that I …
When you work with certain people they go to management and lie about you so you can be fired. Then they bring in their own kind to replace you. There is a lot that I can say.
Identity Attack0.0048097214
Insult0.058475737
Profanity0.015523086
Threat0.011223801
Severe Toxicity0.0018596649
Low Tox 0.11378009 Moderate Con 0.402
Aug 27, 2025 Why Canadians Are Turning Against …
11:10 I think many might go back because the wealth they could bring back would be substantial to boon their new country
11:10 I think many might go back because the wealth they could bring back would be substantial to boon their new country
Identity Attack0.047706615
Insult0.024640027
Profanity0.030639706
Threat0.011353259
Severe Toxicity0.0038719177
Low Tox 0.11347008 Moderate Con 0.318 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Amazing, spend money to bring them in, now we gotta spend money again to send them home! yay!
Amazing, spend money to bring them in, now we gotta spend money again to send them home! yay!
Identity Attack0.020882076
Insult0.030816011
Profanity0.015591404
Threat0.015602129
Severe Toxicity0.004005432
Low Tox 0.11336674 Moderate Con 0.378 Economic_Argument
Dec 25, 2025 4 likes Deportations From Canada at Their …
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards …
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards Canadians. A force willing to do whatever is asked of them, no moral affinity with Canadians whatsoever. Makes you wonder why they are choosing this path. Draw your own conclusions.
Identity Attack0.024801146
Insult0.06285016
Profanity0.013678487
Threat0.006763986
Severe Toxicity0.001783371
Low Tox 0.11305673 Moderate Con 0.386 Fear_Threat
Feb 27, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Financial difficulties isn’t new but it’s worse than ever. Bringing too many immigrants at once isn’t positive for anybody.
Financial difficulties isn’t new but it’s worse than ever. Bringing too many immigrants at once isn’t positive for anybody.
Identity Attack0.08004672
Insult0.027476108
Profanity0.013268576
Threat0.007314181
Severe Toxicity0.0024986267
Low Tox 0.112850055 Moderate Con 0.473 Economic_Argument
Feb 19, 2026 LILLEY UNLEASHED: The fall of …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed …
Let me use this opportunity to bring awareness to the oppression of Tibetans. No, I am not talking about the Tibetans in China. I am talking about Tibetans in occupied South Tibet, which was annexed by India in 1951 and made a state by India in 1987 to become the so-called Arunachal Pradesh. South Tibet includes Tawang, birthplace of the Sixth Dalai Lama and home to a four-hundred-year-old Tibetan Monastery. The Tibetans in occupied South Tibet are fast becoming strangers in their own native homeland because the Indian government is settling Indians in the region to change the demographic structure of the area and trashing the place just like the Indians did in India or in Canada. The Indians like to mock them, calling them Chinese as a form of insult (sometimes using slurs such as the C* word or the M* word). Rape by Indians in occupied South Tibet is a major source of anger among the locals toward the thuggish Indian occupiers. Another thing is that India doesn't trust the locals and likes to accuse them of being Chinese spies if they don't display enough loyalty to the Indian occupier. This area is tightly controlled by India, with limited access to the outside world. In 2014, a Tibetan Chinese called Nido Tania went to Delhi and was beaten to death because he looked 'Chinese'. His case was hardly an isolated one. Northeasterners in India have for years endured racial hatred by the Indian people. They have held demonstrations in New Delhi, but not much has changed. On December 9, 2025, a Chinese-looking youth from the north-east Indian state was murdered by racist Indian thugs. The thugs mocked him with racist taunts like "CHINKI, MOMO, CHINESE," etc., and then the youth was mercilessly beaten to death. This is not the first nor will it be the last case of racism against the north eastern people living under New Delhi's oppression. No killer or rapist of the northeastern people has ever been brought to justice. The Indian political leadership does nothing more than produce hollow words of sympathy: "I AM VARY VARY SAARY!" There was not even a single word of support or remorse from the high priest of the Bar-Rat hindu empire: Modi. The greatest irony and shameless hypocrisy of India and Indians is that the murdered youth's father is serving in the Indian Border Security Force and deployed along the border with China. He is fighting against China for a country that is ready to kill him and his family for looking Chinese. Some years back, yet another rape case by Indian soldiers occurred in Bomdila, South Tibet. The local police detained the two suspects, and the Indian military, fearing that the two suspects would be lynched, stormed the police station, vandalized it, and rescued the two suspects. This leads to massive protests by the local people. Eventually, the unrest caught the attention of New Delhi, and India flew in the defense minister to Bomdila to make a show of force to suppress the protests. Today, South Tibet is restless, and India knows it. This is the reason a law called the AFSPA (Armed Forces Special Power Act) is imposed on South Tibet. AFSPA gives the state the power to detain or kill anyone with impunity. No due process is needed. AFSPA is imposed on areas India deems restless, such as South Tibet and Kashmir. It is a law meant to suppress dissent and instill fear among the populace. The Tibetans in occupied South Tibet are voiceless people because they are not the right kind of Tibetans, so their plight is ignored by the Western world. I have yet to hear from the Western media any concern for the human rights abuses of the Tibetans in occupied South Tibet by India. P.S. I am using the word Tibetan as an umbrella term to include the various Sino-Tibetan Burmese people (Monpa, Abotani (called Lhotba on the Chinese side),..etc. The Sixth Dalai Lama was a Monpa) in South Tibet. The Sixth Dalai Lama is known for his many love poems and romantic escapades outside the Potola Palace. Sadly, his hometown, Tawang, is now under India's occupation since 1951. The Tawang Monastery is the last major frontier monastery before the area merged into the tribal region. It historically enjoyed a close relation with the Beijing central government. Free South Tibet (so-called Arunachal Pradesh) from India.
Identity Attack0.10221587
Insult0.032028005
Profanity0.024951037
Threat0.015947454
Severe Toxicity0.00415802
Low Tox 0.112643376 Constructive 0.594 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to …
Canadians can't afford to have babies. I don't know what makes the government or the immigrants they bring in think that, after the free government stipends and support ends, theyll be able to afford to have babies. They won't. They'll be in the same position most Canadians are in: working their life away to pay their bills, and having the government take half their income in the form of taxes in order to pay for all the NEW immigrants who arrive. I'm guessing that's partly why a lot of new immigrants are leaving Canada shortly after they arrive: they were sold a fairy tale that no longer exists, and probably won't exist again until Canadians wake up and vote out the Liberal party.
Identity Attack0.08087392
Insult0.035333443
Profanity0.015010698
Threat0.007353018
Severe Toxicity0.0032043457
Low Tox 0.112540044 Constructive 0.594
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing …
I am afraid you are not asking the crucial question -- why did the government allow such massive immigration to Canada? Do you think the calculation of the government was to help immigrants by bringing in so many to Canada? Is the Canadian government truly that humane? Clearly one impetus for this mass immigration was Canadians cannot by themselves support all of the social systems -- healthcare, welfare, retirement, etc., so Canada needed immigrants who would work like drones to financially support the country. There is also the business interest. Everywhere you turn there is new high-rise being built with hundreds of apartment who do you think is going to pay the $3000 rent for those apartments? Canadians banks also love the deposits of hardworking immigrants. Don't get it twisted, immigrants have been allowed into Canada out of necessity not humanity.
Identity Attack0.052490227
Insult0.055547886
Profanity0.015967157
Threat0.0074436385
Severe Toxicity0.00289917
Low Tox 0.112540044 Constructive 0.685
Aug 25, 2025 1 likes Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.