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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: "Just hang on, he only …" 31 comments · Page 1 of 2
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. …
fkn immigrants, get them out of our country fraud, scammers who try calling our Seniors to scam their pensions and anything else they can get their hands on, Get them the fuck out of Canada. i've gotten 5 phone calls in the last week from scammers in India and other countries who get called out and hang up right away.
Identity Attack0.7063701
Insult0.71551245
Profanity0.7809412
Threat0.44942492
Severe Toxicity0.45895407
Toxic 0.8696708 Moderate Con 0.499 Identity Attack Insult Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Get them out of here..There criminals..Never should have been here in the first place..The bruúur and Ying and hanging idiots.I dislike the way they r.They choose not to speak or live our culture..Goat riders
Get them out of here..There criminals..Never should have been here in the first place..The bruúur and Ying and hanging idiots.I dislike the way they r.They choose not to speak or live our culture..Goat riders
Identity Attack0.46028158
Insult0.71120167
Profanity0.37052724
Threat0.3490162
Severe Toxicity0.16960317
Toxic 0.74954444 Moderate Con 0.343 Insult
Jan 15, 2026 2.9 million Canadian temporary visas …
Cause they dont give a shit about any of us , they dont talk to us , dont hang , and greed is ruling their world
Cause they dont give a shit about any of us , they dont talk to us , dont hang , and greed is ruling their world
Identity Attack0.06929302
Insult0.40243408
Profanity0.6983885
Threat0.056240413
Severe Toxicity0.16960317
Moderate 0.681338 Low Con 0.215
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Brooo that guy on the bike man I would love to hang out with him.... In the world of fake shit and feelings bro is a breath of fresh air
Brooo that guy on the bike man I would love to hang out with him.... In the world of fake shit and feelings bro is a breath of fresh air
Identity Attack0.057037655
Insult0.34314156
Profanity0.67055607
Threat0.049451493
Severe Toxicity0.14916596
Moderate 0.6342749 Moderate Con 0.481 Meta_Commentary
Jan 29, 2026 24 likes Inside Canada's Indian Invasion...
All politicians allowing this charade and benefiting from it should be arrested, tried for treason and publicly hanged
All politicians allowing this charade and benefiting from it should be arrested, tried for treason and publicly hanged
Identity Attack0.17226285
Insult0.34237885
Profanity0.2327678
Threat0.6615786
Severe Toxicity0.2281948
Moderate 0.6289369 Low Con 0.12 Threat
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. …
You should have also inquired about the jobs here too. The stupid liberal government also makes it harder for us Canadians to get jobs. Hell, they buy up all the affordable housing, drive up prices. Turn great communities into shitholes. I didn't even know they had those big statues hanging around the city. I don't ever venture into Brampton anymore, as I don't do service calls or work as a mechanic. I basically got told, without being told they wanted a more diverse field of technicians. Over 12 years of work trying to get my mechanics license and I'm out. Guys can't even diagnose a ground on a vehicle, yet they can get the Red Seal license cause the "translator" gave them all the answers on the test. Lots of them coming over on student visas just to drop out or not go to school completely and take up basic minimum wage jobs from the actual tax payers of our Great? nation. The truck driving is also insane up north, past Thunder Bay. Trucks in ditches every 30-50 km's. Wheels coming off of trucks, turning around on the 2 lane highway in the middle of no where and gets the truck stuck cause they wanted to do a U-turn at 3am on blind corners. We driving our 3/4 ton work trucks have to pass our exits all the time cause they have their feet on the dash tailgating you. 90% of the ones that have come over, have made Canada a worse place to work/live.
Identity Attack0.27171627
Insult0.6308392
Profanity0.43272525
Threat0.011249693
Severe Toxicity0.024960563
Moderate 0.6020386 Constructive 0.749 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The folks without homes need to go hang at the temples!
The folks without homes need to go hang at the temples!
Identity Attack0.458714
Insult0.24928534
Profanity0.19401662
Threat0.5500652
Severe Toxicity0.19149859
Moderate 0.54823303 Low Con 0.136 Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You ever see a shark swimming around and he's got a little buddy swimming or suctioned on him? Tyler you are the small bottom feeder ON the bottom feeder, Picking the lowest hanging fruit, following …
You ever see a shark swimming around and he's got a little buddy swimming or suctioned on him? Tyler you are the small bottom feeder ON the bottom feeder, Picking the lowest hanging fruit, following whatever works, however low class it is....You are half a Sociopath, I see you have humanity left.....It's slowly leaving. This content is a net negative for humanity.
Identity Attack0.024198212
Insult0.5130944
Profanity0.09486605
Threat0.010214032
Severe Toxicity0.019095084
Moderate 0.4574824 Moderate Con 0.321 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to …
They are going to be hanging out in Dog Houses, Short-Term Rentals & Air-BNB etc or under the cover of their own people who will try to protect them from Deportations, there you have to look. Back to their motherland they have to go, they just lived a free-ride in Canada. As well as being a DEI hire, dark skin = Hire; White Skin, OH NO DON'T HIRE HIM, GOSH NO. Promote to Manager = Dark Skin. WHITE SKIN, NO WAY. Everything is RACIST. Give me a break. White Liberal women, alot of Boomers helping the DEI system, cause their just fruit cakes living in our society working at Job until their 75 or dead. Causing Grief. Everything is planned and now it will end. 3 MILLION PEOPLE, PLACE THEM ON A BOAT AND PUSH THEM OUT IN THE OCEAN.
Identity Attack0.50515765
Insult0.40243408
Profanity0.15283443
Threat0.039602257
Severe Toxicity0.02449106
Moderate 0.45549932 Moderate Con 0.309 Identity Attack
Jan 17, 2026 2.9 million Canadian temporary visas …
If you eat beef, Canadian Indian will hang you Canadian Indian are still eating cow dung?????
If you eat beef, Canadian Indian will hang you Canadian Indian are still eating cow dung?????
Identity Attack0.45348886
Insult0.24928534
Profanity0.12815644
Threat0.44185185
Severe Toxicity0.024960563
Moderate 0.4269174 Low Con 0.175 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate …
As far as foreign invasions go, bring Indians in over almost any other group. THEY ARE MOSTLY HINDU, WHICH TREATS WOMEN MUCH BETTER THAN ISLAM! Its the Islam invasion that is scary because they advocate violence against women. Indians are fine. I used to hang out with the Hare Krishnas and they were very nice people. Bonus: most Indians are vegetarian. 🙂
Identity Attack0.49855098
Insult0.24928534
Profanity0.08840031
Threat0.043955702
Severe Toxicity0.023223408
Moderate 0.41168427 Constructive 0.709 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. …
They dont want to assimilate into our culture, and there are A LOT of Indians here, and I NEVER see indians hanging out with white or black people, i only see them with other indians. If u like india so much, why spend all your money to come here? It's true doe!
Identity Attack0.49584505
Insult0.18604483
Profanity0.12158839
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.578 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
4:24 Love the guy talking with the cig hanging out his mouth. Reminds me of times past, better days.
4:24 Love the guy talking with the cig hanging out his mouth. Reminds me of times past, better days.
Identity Attack0.024198212
Insult0.15840563
Profanity0.18786818
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.478 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I think those guys were scamming you. They were being way too sketch and wanted you to hang out in the apartment until they robbed you of the 6k. Once they knew you were white …
I think those guys were scamming you. They were being way too sketch and wanted you to hang out in the apartment until they robbed you of the 6k. Once they knew you were white it was obvious. You should have had an Indian dude do it, and should have followed through.
Identity Attack0.39773783
Insult0.24561718
Profanity0.22602804
Threat0.06755528
Severe Toxicity0.01986976
Moderate 0.37694603 Constructive 0.514 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I saw a pakistanian lady have one of those cultural knives hanging from her hip. I was thinking to myself, we wouldn't be able to have a gun on our hip. Why are they allowed …
I saw a pakistanian lady have one of those cultural knives hanging from her hip. I was thinking to myself, we wouldn't be able to have a gun on our hip. Why are they allowed to have a weapon hanging on their hip
Identity Attack0.35299334
Insult0.09416737
Profanity0.15195307
Threat0.42877895
Severe Toxicity0.023076924
Moderate 0.37458646 Constructive 0.559
Aug 26, 2025 Why Canadians Are Turning Against …
At least the punjabis have Canadian flags hanging… unlike the immigrants to the US.
At least the punjabis have Canadian flags hanging… unlike the immigrants to the US.
Identity Attack0.39677486
Insult0.15769513
Profanity0.023106437
Threat0.011612174
Severe Toxicity0.011749268
Moderate 0.3250515 Low Con 0.265 Comparative_Framing
Feb 26, 2026 Inside Canada's Indian Invasion...
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And …
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And Desis just happen to be the people willing to migrate and “create” a city out of nothing as you say. This is not showing both sides of anything. The Polish guy was just racist lol “ they all look the same” We are other-ized by the average Canadian and face bias often, at work or in regular social situations. Then the nice Canadian wonders why we hang out amongst ourselves and prefer employing each other lol
Identity Attack0.28034934
Insult0.24928534
Profanity0.056441884
Threat0.008285114
Severe Toxicity0.011444092
Moderate 0.31963667 Constructive 0.681
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
That "basement" you went into in the start of the video is a literally meth lab. All the drug addicts hang out there, most of these "homeless" people do not want to work. They've ruined …
That "basement" you went into in the start of the video is a literally meth lab. All the drug addicts hang out there, most of these "homeless" people do not want to work. They've ruined Brampton downtown
Identity Attack0.027815815
Insult0.26196828
Profanity0.041661996
Threat0.010576514
Severe Toxicity0.007133484
Moderate 0.3057765 Moderate Con 0.477 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a white Canadian in a skilled trade who has lost 100's of thousands in work to lower bids from East Indians it honestly makes me wanna apply for M.A.I.D I worked for four years …
As a white Canadian in a skilled trade who has lost 100's of thousands in work to lower bids from East Indians it honestly makes me wanna apply for M.A.I.D I worked for four years In a apprenticeship to get my redseal these guys come work for three months at the union's an they leave start their own company it's only 150$ for a business license in Canada and than they cut my throat a job worth 80 a sheet for hang tape an paint they come an bid at 15$ a sheet! HOW CAN WE COMPETE? Anyways I just wanted to comment because I may legit just give up an self delete here rather soon :( I'm 26 btw been in the trades since 15
Identity Attack0.27759558
Insult0.15627414
Profanity0.084844165
Threat0.01254427
Severe Toxicity0.01393057
Low Tox 0.2854699 Constructive 0.71 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They will hang around and do scams. Small business owners will give them cash jobs @ $8 per hour. Give harsh punishments to businesses giving jobs to non Canadians.
They will hang around and do scams. Small business owners will give them cash jobs @ $8 per hour. Give harsh punishments to businesses giving jobs to non Canadians.
Identity Attack0.08831879
Insult0.11172232
Profanity0.026727317
Threat0.24484909
Severe Toxicity0.00957489
Low Tox 0.27975297 Moderate Con 0.433
Jan 15, 2026 22 likes 2.9 million Canadian temporary visas …
And 2.8 million will simply hang around.
And 2.8 million will simply hang around.
Identity Attack0.01139534
Insult0.030375287
Profanity0.027273865
Threat0.34804323
Severe Toxicity0.011749268
Low Tox 0.25462922 Low Con 0.188 Unverified_Claim
Jan 15, 2026 233 likes 2.9 million Canadian temporary visas …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the city with mosques, their food, shops. That would all be fine but the issue is the cultural mentality that was being imported. My high school was filled with young men. Some of them over 20 but attending my high school and hanging out with young girls. They would establish gangs and get into fights. There was multiple stabbings at that school. At the time I dated men from Pakistan for a while and they would throw trash on the ground out the window, have parties with young girls constantly, get into fights, street race, and just generally be belligerent.
Identity Attack0.23998553
Insult0.07967083
Profanity0.032894265
Threat0.02440793
Severe Toxicity0.008430481
Low Tox 0.20126031 Constructive 0.7 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Gill? What kind of name is that??? In a clear minded society this committee would be hanging from lamp posts.
Gill? What kind of name is that??? In a clear minded society this committee would be hanging from lamp posts.
Identity Attack0.00569767
Insult0.054376744
Profanity0.017367685
Threat0.114629425
Severe Toxicity0.004501343
Low Tox 0.17285149 Low Con 0.167 Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside …
Thank you for posting this. This video need to go viral. I love the impute from legal immigrants with their own frustration. Thank you fellow Canadians ❤🇨🇦 For now my flag has been hanging upside down
Identity Attack0.14019285
Insult0.062150877
Profanity0.017572641
Threat0.011922873
Severe Toxicity0.004711151
Low Tox 0.17025198 Constructive 0.684 Solidarity
Sep 7, 2025 4 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.