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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: "Some indians are here as …" 4,309 comments · Page 36 of 173
Indians are an invasive species.
Indians are an invasive species.
Identity Attack0.57150364
Insult0.41767508
Profanity0.24147889
Threat0.020782012
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.203 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
bloody globalists are ghettoizing the west with third world, Indians in Canada, Latins in America and Muslims overruning Europe. unless we act the west is lost to this rabble....
bloody globalists are ghettoizing the west with third world, Indians in Canada, Latins in America and Muslims overruning Europe. unless we act the west is lost to this rabble....
Identity Attack0.5135796
Insult0.4986907
Profanity0.20375896
Threat0.03235042
Severe Toxicity0.02416241
Moderate 0.5140397 Low Con 0.231 Identity Attack
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
There aremany false allegations against indians in canada . also white people in canada are Illegal migrants(invaders)
There aremany false allegations against indians in canada . also white people in canada are Illegal migrants(invaders)
Identity Attack0.6007182
Insult0.4378843
Profanity0.0838743
Threat0.008375733
Severe Toxicity0.023223408
Moderate 0.5140397 Moderate Con 0.356 Identity Attack Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has …
Now think about how these Indians can even afford to buy these massive churches and temples. They make an average of like 2000 usd A YEAR IN INDIA. Even my small town in Ontario has multiple churches taken over by Indians. Hard to explain the anger when an old picture of your Grandfather you never met gets taken down and the church taken over in exhange for some Hindu bullshit. Also the sikh temple guy saying everything is the same - their culture is unbelievably different than any western culture. We are unfortunately just not the same and don't have the same values. Takes a lot for us Canadians to get this fed up with a foreigner. We have always been the most multicultural.
Identity Attack0.5135796
Insult0.4810288
Profanity0.44752163
Threat0.032005094
Severe Toxicity0.15706694
Moderate 0.5140397 Constructive 0.735 Identity Attack Identity_Assertion
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men …
My wife's family is from Canada. When we go visit family and take our son to the parks, there are tons of Indian kids that don't even speak English being watched by old Indian men who do no parenting and also speak no English. You can't argue with them or it's a "hate crime." Local Canadians live in fear of the government protecting these worthless people.
Identity Attack0.4774257
Insult0.53014356
Profanity0.07999486
Threat0.012078222
Severe Toxicity0.023076924
Moderate 0.5140397 Constructive 0.608 Insult Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
First of all khalistanis are not indians they are terrorist who want to cut india so stop saying them india and most of them were criminals in india .
First of all khalistanis are not indians they are terrorist who want to cut india so stop saying them india and most of them were criminals in india .
Identity Attack0.5135796
Insult0.4596616
Profanity0.2395431
Threat0.13815513
Severe Toxicity0.16960317
Moderate 0.5140397 Low Con 0.201 Identity Attack Identity_Assertion
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
I’m gonna get a lot of hate for this comment and death threats, but I would rather have Pakistani and Indian people then have Isis and radical Islamic terror because if people know how to …
I’m gonna get a lot of hate for this comment and death threats, but I would rather have Pakistani and Indian people then have Isis and radical Islamic terror because if people know how to act then it’s fine if they build their culture hair, don’t forget Europeans and white people built their culture all over the world and killed everyone that wasn’t what they wanted and got rid of their religions in their ancestors and they got rid of their culturewhite people have killed billions of people, but nobody seems to care about that as soon as you see some brown people moving into your country, that’s under 1 million you guys flip out it’s weird
Identity Attack0.5135796
Insult0.34237885
Profanity0.2801717
Threat0.5195707
Severe Toxicity0.17009245
Moderate 0.5140397 Constructive 0.558 Identity Attack Threat
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
The problem of Indian people is the gases and bad smell. thanks God
The problem of Indian people is the gases and bad smell. thanks God
Identity Attack0.55044734
Insult0.40189892
Profanity0.22105443
Threat0.13397428
Severe Toxicity0.18844056
Moderate 0.5140397 Moderate Con 0.361 Identity Attack Unverified_Claim
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
No more Indians. They are not becoming Canadian. They are effectively colonizers.
No more Indians. They are not becoming Canadian. They are effectively colonizers.
Identity Attack0.6007182
Insult0.38406035
Profanity0.085167445
Threat0.024580594
Severe Toxicity0.043077253
Moderate 0.5140397 Low Con 0.163 Identity Attack
Sep 7, 2025 Why Canadians Are Turning Against …
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
8:55 That Polish guy complaining about Indians not covering their windows and walking naked in their houses. While this guy is roaming on the roads without a shirt. Hypocrisy at its peak
Identity Attack0.45348886
Insult0.46173862
Profanity0.21997347
Threat0.028379176
Severe Toxicity0.023076924
Moderate 0.509388 Low Con 0.287 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Metropolis (Brampton)
Turning against Indians* 🇮🇳 💩
Turning against Indians* 🇮🇳 💩
Identity Attack0.56711763
Insult0.47273466
Profanity0.33808854
Threat0.3423812
Severe Toxicity0.35112193
Moderate 0.509388 Low Con 0.149 Identity Attack Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and …
I love the non Muslim Indian people. They are a great addition to our society unlike nasty middle eastern and African Muslims. The liberal party is massively moving the people in that are uneducated and can't assimilate so they will get on welfare and have their permanent vote
Identity Attack0.5948528
Insult0.47384647
Profanity0.22429734
Threat0.012130005
Severe Toxicity0.06101104
Moderate 0.509388 Constructive 0.62 Identity Attack Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians ??? Where´s the Feathers ?? Canadian Indians are real Indians , which come from India . So the American Indians are now Americans they come from USA . The rest , they´re only a …
Indians ??? Where´s the Feathers ?? Canadian Indians are real Indians , which come from India . So the American Indians are now Americans they come from USA . The rest , they´re only a MESS ! FUSA
Identity Attack0.5502601
Insult0.46327567
Profanity0.21132572
Threat0.016810767
Severe Toxicity0.07542343
Moderate 0.509388 Low Con 0.148 Identity Attack
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The only people left in Canada are Indians and liberals who hate themselves for being white
The only people left in Canada are Indians and liberals who hate themselves for being white
Identity Attack0.5983441
Insult0.36798462
Profanity0.15107171
Threat0.010369381
Severe Toxicity0.023076924
Moderate 0.509388 Low Con 0.219 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Lotta Indians, but not as much as Freemont California.. It’s the happiest city in the United States there’s no white people
Lotta Indians, but not as much as Freemont California.. It’s the happiest city in the United States there’s no white people
Identity Attack0.5913144
Insult0.35333878
Profanity0.20483992
Threat0.032005094
Severe Toxicity0.059217658
Moderate 0.509388 Moderate Con 0.338 Identity Attack Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country …
Such a racist , biased untruthful borderline intolerant article 😡😡😡😡. People from India are highly skilled and your country desperately need them hence your country got them here on H1 and unlike those Islamic country immigrants who come and slowly invade and hate .. the locals.. Indians .. work hard , PAY TAX , Contribute to country’ s grand GDP , and try to build a life for themselves and families without hurting others !! If their prosperity and growth is sticking a thorn in your eye , you need to think whose fault it is !! Get the PERSPECTIVE right !! 😡😡😡
Identity Attack0.46028158
Insult0.49151286
Profanity0.07740857
Threat0.012337137
Severe Toxicity0.02406851
Moderate 0.509388 Moderate Con 0.476
Nov 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I would rather have Indians then the others but still wtf
I would rather have Indians then the others but still wtf
Identity Attack0.44690517
Insult0.3388922
Profanity0.5013569
Threat0.010343489
Severe Toxicity0.03590374
Moderate 0.509388 Moderate Con 0.312 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become …
Our country has officially become a landing pad. The logic is a joke: ignore our own people and bring in planeloads of Indians to staff Tim Hortons instead of paying a living wage. We’ve become a pathetic shell of a country where the 'New Dream' is 12 Indians crammed in a one-bedroom apartment in their bare feet with not a single deodorant stick between the twelve of em’ just to keep low-wage franchises running. 💩
Identity Attack0.46028158
Insult0.5130944
Profanity0.23083201
Threat0.020954676
Severe Toxicity0.023129508
Moderate 0.509388 Moderate Con 0.32 Insult Fear_Threat
Feb 28, 2026 4 likes Inside Canada's Indian Invasion...
Went to Canada this summer and that was my first time and i was shock how many indians its crazy
Went to Canada this summer and that was my first time and i was shock how many indians its crazy
Identity Attack0.55044734
Insult0.48627716
Profanity0.2366394
Threat0.010343489
Severe Toxicity0.023317307
Moderate 0.509388 Moderate Con 0.457 Identity Attack Personal_Narrative
Jan 27, 2026 62 likes Inside Canada's Indian Invasion...
U give indians an hand , they want your entire house ..it's in the blood . Don't ever help indians . Period
U give indians an hand , they want your entire house ..it's in the blood . Don't ever help indians . Period
Identity Attack0.55044734
Insult0.3416952
Profanity0.22693542
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.509388 Low Con 0.289 Identity Attack
Nov 27, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I …
This is what is knows as soft racism, what people like ishowspeed is doing showing sides of Africa that no one have seen and they are also people. The these just show people like "I hate everyone from Africa like Africa is only Sudan or Somalia... Or Indians eat poop how bizzar is that... There are bad but not everyone is bad... This guy prove everytime I see this video I don't like his videos.... But not all videos are bad. And ofc these illegal stuff is bad, as this title have India I am sure this video will get heat.... cuz everyone hate hardworking people Edit - I also like this guy cuz he is equally racist to everyone... showing the real stuff
Identity Attack0.46028158
Insult0.40243408
Profanity0.34391102
Threat0.054624002
Severe Toxicity0.16960317
Moderate 0.509388 Constructive 0.743
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Find sad people and interview news channels drawing board story cry me a river first deport all Indian
Find sad people and interview news channels drawing board story cry me a river first deport all Indian
Identity Attack0.55044734
Insult0.35333878
Profanity0.17520344
Threat0.34804323
Severe Toxicity0.16233426
Moderate 0.509388 Low Con 0.138 Identity Attack Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
I am saying this as an Indian, this is truly disgusting! This is not immigration, this is an invasion of another country.
Identity Attack0.5039629
Insult0.4378843
Profanity0.22622968
Threat0.011172019
Severe Toxicity0.02444411
Moderate 0.509388 Moderate Con 0.469 Identity Attack
Sep 19, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
canadian are jobless because of Indians
canadian are jobless because of Indians
Identity Attack0.6007182
Insult0.34203702
Profanity0.15724123
Threat0.010188141
Severe Toxicity0.023505108
Moderate 0.509388 Low Con 0.207 Identity Attack
Oct 8, 2025 IRCC Names India in Study …
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate …
Canada becomes the "NEW MODER SLAVERY" thank you to the liberal government, does protect corporations and enslave the workers!! This is not Canada anymore, it is New India! Yes Indians do not want to integrate in Canada, just want to integrate India in Canada! 👎🖕👎
Identity Attack0.5498214
Insult0.46173862
Profanity0.11168506
Threat0.011456826
Severe Toxicity0.024631912
Moderate 0.509388 Low Con 0.29 Identity Attack Fear_Threat
Aug 30, 2025 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.