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Canadian Immigration Dashboard [ CID ]
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: "You all south of the …" 174 comments · Page 2 of 7
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and …
What happened in Brampton, and I say this as a brown man whose father immigrated here, is nothing short of criminal. There are so many people in that area who do not belong here, and any politician who takes a majority of them back would have my vote. My father escaped a south asian sh**hole country, I did not ask nor ever want to return there and they are just brazenly bringing their crappy sh** over here by the dozen. I'm under severe Indian Fatigue
Identity Attack0.5135796
Insult0.5130944
Profanity0.541926
Threat0.038220957
Severe Toxicity0.20067264
Moderate 0.5921536 Constructive 0.645 Identity Attack Insult
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
There’s good and bad in EVERY culture. The guy with the reverse ball cap is white trash but he talks about immigrants. I’d rather have South Asians here that are good people anyday vs him. …
There’s good and bad in EVERY culture. The guy with the reverse ball cap is white trash but he talks about immigrants. I’d rather have South Asians here that are good people anyday vs him. At least they’ll work for minimum wage vs the homeless druggies who choose to be on the streets.
Identity Attack0.55044734
Insult0.5497792
Profanity0.27747265
Threat0.008686432
Severe Toxicity0.02425631
Moderate 0.55739564 Constructive 0.546 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Some of the recent Indian parasites be the Gujus and South Indians. But in general they contribute to society, in comparison to some other immigrant waves like the bike guy mentioned.
Some of the recent Indian parasites be the Gujus and South Indians. But in general they contribute to society, in comparison to some other immigrant waves like the bike guy mentioned.
Identity Attack0.55044734
Insult0.5423875
Profanity0.2761231
Threat0.012854968
Severe Toxicity0.07542343
Moderate 0.52007306 Moderate Con 0.464 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler, check out South western Ohio. The Indian population is exploding like crazy.
Tyler, check out South western Ohio. The Indian population is exploding like crazy.
Identity Attack0.4830652
Insult0.5270482
Profanity0.12158839
Threat0.017328756
Severe Toxicity0.023076924
Moderate 0.51980776 Moderate Con 0.46 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS …
Personally disgusted ,angered etc.I feel like a minority in my own country... I work hard AND I pay my taxes....the immigration scene from South Asia is so disturbing they don't pay taxes, supposed Universities, colleges...BS ..... its a cover... the free loading HAS TO DAMN WELL STOP.
Identity Attack0.39870077
Insult0.4125297
Profanity0.42709363
Threat0.01187109
Severe Toxicity0.03590374
Moderate 0.5140397 Constructive 0.528
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Canada is a messed up country our government cares more about immigrants and south asians than they do their own people it’s actually sickening
Identity Attack0.48990932
Insult0.50440645
Profanity0.091633186
Threat0.0076119336
Severe Toxicity0.023076924
Moderate 0.50789946 Moderate Con 0.303 Insult Identity_Assertion
Oct 15, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Only my heritage is Indian (4th generation in Australia - my great grandparents came here) so obviously I present as one. Of course every South Asian person I meet despises FOBs because they're literally the …
Only my heritage is Indian (4th generation in Australia - my great grandparents came here) so obviously I present as one. Of course every South Asian person I meet despises FOBs because they're literally the problem for all of this. Lack of assimilation, lack of civic sense, lack of fucking common sense. Of course this makes my blood boil. But what I'm genuinely tired of? The endless discrimination. I've lost count how many people profile me or treat me like garbage until we have a 20 second conversation, they hear my accent and I watch in real-time as their body language and frown disappears. It's like watching racism disappear like a light switch. So let me ask all of you a question - how should people like myself, born and raised here handle this? It doesn't end. Everyday, there's a new comment from a new person, another racial slur, another person throwing a bottle at me from their car as I'm walking, another passerby getting aggro at me for no reason, another form of insanity. How should regular people like myself handle this or deal with this? No trolling.
Identity Attack0.44690517
Insult0.42567953
Profanity0.5188411
Threat0.036839653
Severe Toxicity0.16960317
Moderate 0.4977744 Constructive 0.741 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such …
As an indian, i am seeing this in Australia as well. We are indian immigrants, and i include all from South asia. We are too racist, dont assimilate ansld are self righteous. High time such people are sent back. They are a disgrace to image of Bharat as well.
Identity Attack0.5135796
Insult0.4718924
Profanity0.1308005
Threat0.029069828
Severe Toxicity0.023880709
Moderate 0.47886392 Constructive 0.542 Identity Attack Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's …
2:30 typical rage bait content creator troll who calls himself a "journalist" showing some obscure street in a slum with trash on the side of the street isn't representative of Punjab or India kid. It's funny how foreigners mostly w8tes will travel to India and purposely go to the worst places to travel (old delhi, varanasi, Calcutta) which is common knowledge not only amongst Indians themselves but amongst travelers globally, just so they can make negative videos for sensation and views and then assume the entire country looks like that. When the fact of the matter is India has beautiful beaches, resorts in the south (kerela goa etc ie tourist areas) beautiful mountains and snowy areas in the north like Shimla, Risikesh in states like himachal pradesh and uttarkhand, theres ther north east which has arunachal pradesh etc. Yet despite common knowledge amongst those who travel to India these vloggers choose to avoid such places for the former just for content and to make videos such as this. Channels like Chris Lewis, Alfonso and Jessica, Daily Max, Van Boys, GallivanterDom, Dunney Travels are much more honest and unbiased with their vlogs on India showing both the good and bad side of the country. Both the beautiful luxurious sides as well as the slums and poverty. Unlike vloggers like this who only show the negative sides of India for the sake of views, content and engagement farming. Positive videos on India never go as viral as the negative ones. The algorithm always pushes negativity over positivity
Identity Attack0.37655997
Insult0.44126466
Profanity0.29209393
Threat0.0347677
Severe Toxicity0.052940834
Moderate 0.47473195 Constructive 0.728 Policy_Critique
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run …
I live in south Texas and the company I work for is based in Ontario and it is completely run by Indians. All the locations from Canada to Dallas to California to Indiana is run by Indians. They’re kinda retarded but very nice people all in all
Identity Attack0.4907465
Insult0.48399165
Profanity0.36230123
Threat0.009799767
Severe Toxicity0.02458496
Moderate 0.47323486 Moderate Con 0.485 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
South Asians are destroying western nations. They don't immerse into the adopted culture, they infest with their own wants supported by all levels of government.
South Asians are destroying western nations. They don't immerse into the adopted culture, they infest with their own wants supported by all levels of government.
Identity Attack0.55044734
Insult0.34101152
Profanity0.16217725
Threat0.06690872
Severe Toxicity0.024819711
Moderate 0.47119883 Low Con 0.256 Identity Attack
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
India? No! Punjab, Yes! By the way the Punjabis are one of the most racist community in South Asia...just ask the Pashtuns, South Indians, and other Indians from different states.
India? No! Punjab, Yes! By the way the Punjabis are one of the most racist community in South Asia...just ask the Pashtuns, South Indians, and other Indians from different states.
Identity Attack0.55044734
Insult0.39743927
Profanity0.13168186
Threat0.018710058
Severe Toxicity0.0394905
Moderate 0.46982017 Constructive 0.527 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Praise the Punjabis (Uber’s silent partner)😂 They made India no 1 in fraud 👏🎉 not only in Canada even in other countries too. On other hand people from south of India working their ass of …
Praise the Punjabis (Uber’s silent partner)😂 They made India no 1 in fraud 👏🎉 not only in Canada even in other countries too. On other hand people from south of India working their ass of to become a doctor, engineers and It professionals still struggling to get PR😢
Identity Attack0.3817989
Insult0.4378843
Profanity0.3813392
Threat0.011146127
Severe Toxicity0.023458159
Moderate 0.46716887 Moderate Con 0.432
Sep 30, 2025 IRCC Names India in Study …
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna …
lol look how south Korea is shrinking and in coming 100 or 200 years it would be vanished....if white ppl are not breeding anymore what problem to share land with other ones?? They do wanna extend their Dynasty for now.....and if you are not happy with them then breed mfs.....saying as a white btw
Identity Attack0.5039629
Insult0.34203702
Profanity0.29209393
Threat0.06270605
Severe Toxicity0.030523606
Moderate 0.45396814 Moderate Con 0.389 Identity Attack Humor_Satire
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for …
it's easier for European immigrants to assimilate because their culture is similiar! if you want to see white folks not assimilating just go to Asia and you'll see white folks who have lived there for 10-15 years and not even speak the local language! They change certain neighborhoods to "expat" neighborhoods with their bars and clubs and all that western garbage! This is not that different! If Indians immigrated to a south Asian country they would have no problem assimilating! These European immigrants of the olden days talk about their assimilation in to Canada as if they were assimilating into an entirely new culture. Please self reflect!
Identity Attack0.5135796
Insult0.40243408
Profanity0.2882351
Threat0.014048163
Severe Toxicity0.02425631
Moderate 0.44573322 Constructive 0.569 Identity Attack
Sep 19, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. …
2:24 As an south Indian these North India people is the reason everyone is hated on india bc of hindu religion bs culture and traffic and unhygienic north India streets and delusional people like him. If I were ever asked I choose Any European countries over India without thinking a second thought
Identity Attack0.46028158
Insult0.34548226
Profanity0.2600683
Threat0.036149003
Severe Toxicity0.034110364
Moderate 0.4421347 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones …
as a child of immigrants from south east asia that was born and raised in brampton i have to say these indians have ruined this city, and i do feel bad for the good ones that came here because they were scammed by thier own kind and promised a bunch of lies, n then getting scammed once again when they r here by thier kind. really shows u what kind of people they are.
Identity Attack0.5135796
Insult0.41530323
Profanity0.17706433
Threat0.023371955
Severe Toxicity0.023106033
Moderate 0.4421347 Constructive 0.528 Identity Attack
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Give the bike guy his own show…PS I am a dirty South African 😂
Give the bike guy his own show…PS I am a dirty South African 😂
Identity Attack0.3817989
Insult0.34626248
Profanity0.24147889
Threat0.0116639575
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.429 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then …
All Norh Indians are as same as European. They are not Indians. 1800 years ago they have come to India and and mixed with the origin stole their indian culture and settle there. And then 800 years ago too many European especially the Britishers the backstabers have come to do the business then bacstabed the real indians stalls everything from them burned down the rest. Put those people in hunger. Stil there are some non mixed indin are in the south with there ancient culture. This f nking European are Nasty. They aer not belonged to this earth. Bt they are everywhere. Im so Happy that the indo Arian are colonising the canad
Identity Attack0.46028158
Insult0.36798462
Profanity0.39409557
Threat0.13717735
Severe Toxicity0.10702737
Moderate 0.4269174 Moderate Con 0.476 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three …
Yea too many immigrants in Canada, and having woke city councilors in Guelph who obsess over race and gender don't help, we had five south asians rob a store in Guelph, crickets from all three levels especially that they pepper sprayed someone, if it was a group of white people doing that I bet they would be out of the woodwork denouncing it. Why can't Canada bring in Europeans, Americans, Japanese, people from Taiwan and Central and South Americans, we essentially get f---ed over and get the leftovers
Identity Attack0.45610145
Insult0.38852
Profanity0.35094926
Threat0.03787563
Severe Toxicity0.02406851
Moderate 0.4269174 Constructive 0.619
Aug 25, 2025 Why Canadians Are Turning Against …
question=are whites NATIVES of americas ( north and south)????? answer= no, native populations were systematically ethinically cleansed and ki**ed through multiple genocides and last 2/3 centuries..... majority of WHITES in americas are from europe and …
question=are whites NATIVES of americas ( north and south)????? answer= no, native populations were systematically ethinically cleansed and ki**ed through multiple genocides and last 2/3 centuries..... majority of WHITES in americas are from europe and have occupied the lands for only 8-10 generations in short whites are native population.
Identity Attack0.46028158
Insult0.27146968
Profanity0.38483799
Threat0.06270605
Severe Toxicity0.0475607
Moderate 0.42568782 Moderate Con 0.382 Identity_Assertion
Feb 13, 2026 Inside Canada's Indian Invasion...
Why not visit a town/village in South Africa invaded by whites?
Why not visit a town/village in South Africa invaded by whites?
Identity Attack0.5051609
Insult0.18977246
Profanity0.11354194
Threat0.043309137
Severe Toxicity0.023076924
Moderate 0.42129645 Low Con 0.271 Identity Attack Comparative_Framing
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
"Poo eaters", LOL! Just do NOT send them south!
"Poo eaters", LOL! Just do NOT send them south!
Identity Attack0.047448806
Insult0.42367843
Profanity0.22612886
Threat0.01187109
Severe Toxicity0.02116089
Moderate 0.42129645 Low Con 0.226 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Funny ! How this guy is calling it as a " INVASION " when all of these indian people entered canada legally and assimilated into canadian culture . I reguard this vlog as an disgusting …
Funny ! How this guy is calling it as a " INVASION " when all of these indian people entered canada legally and assimilated into canadian culture . I reguard this vlog as an disgusting attempt to smear and tarnish the reputation of Good honest and hard working south asians .
Identity Attack0.4482637
Insult0.39743927
Profanity0.07708528
Threat0.00933372
Severe Toxicity0.018449519
Moderate 0.41910073 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a black South African, even we are tired of african foreigners (specifically Nigerians and Zimbabweans). We have a massive Indian population too but they are fine for the most part.
As a black South African, even we are tired of african foreigners (specifically Nigerians and Zimbabweans). We have a massive Indian population too but they are fine for the most part.
Identity Attack0.5135796
Insult0.26957804
Profanity0.17520344
Threat0.011793415
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.623 Identity Attack Personal_Narrative
Jan 27, 2026 1 likes 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.