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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: "Most Canadians are not against …" 3,707 comments · Page 61 of 149
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So …
Thanks to Trudeau and all the Liberals. Their goal is to turn Canada into a brown and black country. And all you Canadians deserve everything you are getting, because you keep voting for Liberals. So there you go, better go study Hindi before the complete take over.
Identity Attack0.3043136
Insult0.10587067
Profanity0.016172111
Threat0.009799767
Severe Toxicity0.008049011
Low Tox 0.28674445 Low Con 0.156
Sep 19, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians …
This is a Big Problem. But the problem was created by short sighted Canadian propaganda. They duped millions of vulnerable young people with false promises! People in Punjab were told by visiting, white Canadian politicians like Trudeau (who literally dressed up and danced all around India) that they are welcome in Canada and should sell whatever little they had in India and come here. They were poor and gullible and fell for it, and here we are! Canadian Government is FAR FAR stronger than any to-be immigrant group. Indian government pleaded with Canada to watch what kind of characters they were importing (google it)! And guess what Canada still voted for the Liberals! So who should shoulder the bulk of the blame?
Identity Attack0.2764353
Insult0.23704576
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.009765625
Low Tox 0.28674445 Constructive 0.514
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
That fellow on the scooter was a real canadian. Most men his age are brainwashed by our CBC (state funded media)
That fellow on the scooter was a real canadian. Most men his age are brainwashed by our CBC (state funded media)
Identity Attack0.1015541
Insult0.26957804
Profanity0.025087673
Threat0.0068287146
Severe Toxicity0.004787445
Low Tox 0.28674445 Moderate Con 0.328 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
what the h.. what's the "Canadian" culture?? this is a diverse country and is beautifully harmonized! All the immigrants have their right to practice their culture!
what the h.. what's the "Canadian" culture?? this is a diverse country and is beautifully harmonized! All the immigrants have their right to practice their culture!
Identity Attack0.19693321
Insult0.10440776
Profanity0.2564132
Threat0.007314181
Severe Toxicity0.013866014
Low Tox 0.28674445 Constructive 0.618
Sep 2, 2025 Why Canadians Are Turning Against …
As an Indian I am completely ashamed of the way Indians are representing our country outside and honestly I understand the point of view from the Canadians ,when u migrate to another country you are …
As an Indian I am completely ashamed of the way Indians are representing our country outside and honestly I understand the point of view from the Canadians ,when u migrate to another country you are supposed to adjust to their culture and their principles but unfortunately these people have turned it into a mini india there which simantaneously affects a lot of Indians who live outside as well because they have to deal with stereotypical and racial comments.I am completely against the way they celebrate our festivals outside its a nuisance to both the countries.
Identity Attack0.36702603
Insult0.16802633
Profanity0.058946952
Threat0.0091524795
Severe Toxicity0.01159668
Low Tox 0.28674445 Constructive 0.784 Identity_Assertion
Dec 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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)
Sphincters up, my fellow Canadians, sphincters up.
Sphincters up, my fellow Canadians, sphincters up.
Identity Attack0.20878418
Insult0.19500497
Profanity0.05393682
Threat0.013702838
Severe Toxicity0.011444092
Low Tox 0.28674445 Low Con 0.246 Humor_Satire
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They're not Indians anymore... They're legally Canadians. They are also a part of Canada's prosperity. You're not okay with the whites being in the homeless shelters, but if it were those immigrants who have to …
They're not Indians anymore... They're legally Canadians. They are also a part of Canada's prosperity. You're not okay with the whites being in the homeless shelters, but if it were those immigrants who have to work hard after getting there to build their own life, if they went through a series of misfortune and ended up in the homeless shelters, you wouldn't ever care.
Identity Attack0.36803186
Insult0.089778624
Profanity0.03765389
Threat0.008789998
Severe Toxicity0.008773804
Low Tox 0.2855005 Constructive 0.584
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
They have taken all are jobs actual Canadians cant get jobs. 🥺 Company's will purposely hire Indians over Canadians because they do not want any kind of backlash like rascism backlash. It's sad but true.
They have taken all are jobs actual Canadians cant get jobs. 🥺 Company's will purposely hire Indians over Canadians because they do not want any kind of backlash like rascism backlash. It's sad but true.
Identity Attack0.3043136
Insult0.13969865
Profanity0.018324144
Threat0.006925808
Severe Toxicity0.007019043
Low Tox 0.2855005 Constructive 0.514 Economic_Argument
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
tell the truth, why have them here in the first place in give them assistant,their are no jobs,no housing for them, they put them in hotels for $200 a night, every thing is free for …
tell the truth, why have them here in the first place in give them assistant,their are no jobs,no housing for them, they put them in hotels for $200 a night, every thing is free for them ,but if you are canadian you dont qualify.if your kid is over 18 in cant find work and lives at home ,he does not qualify for assistance,he has to be living else where for 1 year, what a country we live in, refugees ,have more rights then some one living in canada their whole life,this country has gone to pot,,,,,,,,,,,,,,,
Identity Attack0.24970764
Insult0.19734058
Profanity0.06044999
Threat0.008841781
Severe Toxicity0.012703998
Low Tox 0.2855005 Moderate Con 0.47
Oct 19, 2018 How much do refugees and …
God! Please, i don,t want help from this medical personal..... I don,t understant 70% of his indian english. What WHY, i did switch dental office in my area, because, owner( specialist from india) , ALL …
God! Please, i don,t want help from this medical personal..... I don,t understant 70% of his indian english. What WHY, i did switch dental office in my area, because, owner( specialist from india) , ALL dentist assistants from the same country, 99% patients from the same country( india). Now i have to drive for dental help almost 40 min, all dental offices close to me, owners the same. Euqual opportunities? NO, whey didn,t hear about this. Where is canadian,english speaking specialists, pharmasy personal?
Identity Attack0.27798235
Insult0.16773392
Profanity0.060951006
Threat0.008427517
Severe Toxicity0.012283325
Low Tox 0.2855005 Constructive 0.592
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. …
Just promoting racism bruh, I’m Pakistani and I live in Canada. I love Canada and I’m grateful for Canadians accepting me here. We’re 1 people, all on 1 planet, they show extremes and divide us. Much love ❤️to everyone, diversity is beuty, unity is amazing. Also these are the same people doing the lower end jobs of your economy, which I don’t wanna get technical, but it seems like this channel just helps create a community for racist or extreme opinions to thrive in. Your government accepted these people for a reason, Unity is good, discrimination is not.
Identity Attack0.23391083
Insult0.15556364
Profanity0.06044999
Threat0.012233571
Severe Toxicity0.013155893
Low Tox 0.2855005 Constructive 0.801 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Foreign invaders get the red carpet treatment on our dime while Canadian taxpayers struggle to put food on the table...
Foreign invaders get the red carpet treatment on our dime while Canadian taxpayers struggle to put food on the table...
Identity Attack0.29951343
Insult0.15236975
Profanity0.017299367
Threat0.008077981
Severe Toxicity0.007972717
Low Tox 0.2854971 Low Con 0.287
Nov 21, 2025 Thousands of refugees allowed into …
This is very sad watching as a Canadian
This is very sad watching as a Canadian
Identity Attack0.34649673
Insult0.07998765
Profanity0.021330157
Threat0.00814271
Severe Toxicity0.00957489
Low Tox 0.2854971 Moderate Con 0.443 Fear_Threat
Jan 27, 2026 342 likes Inside Canada's Indian Invasion...
A refugee here. Through my job as an engineer, I'm probably giving back more than what half Canadian born do. Many Canadians just live off of interest in money they inhereted while we work to …
A refugee here. Through my job as an engineer, I'm probably giving back more than what half Canadian born do. Many Canadians just live off of interest in money they inhereted while we work to uplift the economy. Refugees would still rather go back to their countries as soon as the war is over. We're not here to steal your money or anything. I bet the guys with negative comments never had to know a refugee in person. Shame.
Identity Attack0.25817248
Insult0.1798321
Profanity0.019280603
Threat0.008375733
Severe Toxicity0.0061035156
Low Tox 0.2854971 Constructive 0.77
Aug 21, 2019 How much do refugees and …
There's definitely some corruption and lobbying going on to fly THEM here easily just like that.. there's been numerous reports about young people being brought in for some work at Walmart, Tim's or other business …
There's definitely some corruption and lobbying going on to fly THEM here easily just like that.. there's been numerous reports about young people being brought in for some work at Walmart, Tim's or other business establishments... it's crazy...the invasion is strong and Canadian culture is slowly being wiped out into oblivion 😢
Identity Attack0.11163961
Insult0.24928534
Profanity0.027000591
Threat0.008841781
Severe Toxicity0.0059127808
Low Tox 0.2854937 Constructive 0.546
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
In Cambridge Ontario there is hardly a white Canadian left . Congrats !
In Cambridge Ontario there is hardly a white Canadian left . Congrats !
Identity Attack0.35624164
Insult0.0817555
Profanity0.02167175
Threat0.008738215
Severe Toxicity0.008964539
Low Tox 0.2854937 Moderate Con 0.354
Jun 19, 2025 46 likes How Canada broke its immigration …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from …
canadians crying about their situation should always be laughed at because they begged for it and ruined the lives of people who were warning them. you deserve everything ur getting and ur just crying from the consequences all of us were warning u about. im glad i left the country and will never come back
Identity Attack0.27914262
Insult0.16780703
Profanity0.017982552
Threat0.025961896
Severe Toxicity0.01083374
Low Tox 0.2854937 Moderate Con 0.388
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians seem to keep doubling down on total incompetence in their government. And Canadians wonder why the country is going downhill fast.
Canadians seem to keep doubling down on total incompetence in their government. And Canadians wonder why the country is going downhill fast.
Identity Attack0.2127345
Insult0.24928534
Profanity0.015318131
Threat0.0070034824
Severe Toxicity0.005264282
Low Tox 0.2854903 Low Con 0.24 Policy_Critique
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Most white Canadians defend this being done to the country. The small minority have a loud voice and oppose this but nothing will ever happen, even the Conservative Party is full of jeets
Identity Attack0.2877625
Insult0.15414265
Profanity0.048425674
Threat0.009100696
Severe Toxicity0.007247925
Low Tox 0.2854903 Low Con 0.295 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 …
Canada also constitutes by Invaders belonging to british colonial past. Unnecessary racism against India. When Canadian PM is in India seeking for economic package to survive tarriff. Be careful India are lectured to take 50 million or more infiltration that too with no valid Visa or passport. Just imagine what Canada should be numbered in Democracy list before Syria , Pakistan probably . That is what it should be placed ! India has multiple churches which also involved in mass conversion illigally but still India has maintained Democracy. What about Indian people question you same. Why church is here for !? We don't denied Democratic right and constitutional rights. Same like Indian has rightfully constructed Temple . Its thier Democratic right . Besides Canada always support terrorist and Khalisthani separatists elements. (What if India harbour same set of people who will support free Ontario form canada. Will you accept it !?) This is the question that is been asked by journalist to your foreign secretary.He was silent
Identity Attack0.293411
Insult0.16883044
Profanity0.021603432
Threat0.010731863
Severe Toxicity0.010528564
Low Tox 0.2854903 Constructive 0.616 Policy_Critique
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
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)
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of …
I lived in Brampton for 25 years, so I would like to weigh in. We definitely have an extremely large indian population here. There are a lot of upsides and downsides to that. Some of my best friends are Indian immigrants, some of the people I hate the most are also indian immigrants. With any large group of people, you will always have examples of exceptionally nice people, but also horrible people. Something I noticed a lot recently is that newer immigrants are a lot less interested in learning about Canadian culture, norms, and integration. A lot of my longtime indian friends learnt the Canadian culture, Canadian norms, and wish to work with Canadians. They celebrate christmas, are respectful and polite, and are otherwise outstanding Canadian Citizens. A lot of the newer problems in Brampton can make it unattractive for others. Lots of loud music blaring, street racing waking you up at 4am in the morning, fireworks at 3am for no apparent reason, etc.
Identity Attack0.36702603
Insult0.1669316
Profanity0.15812257
Threat0.01254427
Severe Toxicity0.014705247
Low Tox 0.2854903 Constructive 0.842
Nov 5, 2025 223 likes Inside Canada's Indian Metropolis (Brampton)
Guess what Canadians it’s going to get worse 😂😂😂
Guess what Canadians it’s going to get worse 😂😂😂
Identity Attack0.28034934
Insult0.082619295
Profanity0.032643758
Threat0.016120117
Severe Toxicity0.0090408325
Low Tox 0.2854869 Low Con 0.204 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Khalistan assassinated a Canadian politician the other year in Vancouver
Khalistan assassinated a Canadian politician the other year in Vancouver
Identity Attack0.23998553
Insult0.06302499
Profanity0.047173142
Threat0.32665333
Severe Toxicity0.013349563
Low Tox 0.2854869 Low Con 0.19 Fear_Threat
Feb 5, 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.