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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 #}

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Active: "You're on your own now …" 1,066 comments · Page 25 of 43
You’re wild for crossing the border Andrew Callaghan just got arrested for doing the same thing like a less than a year ago
You’re wild for crossing the border Andrew Callaghan just got arrested for doing the same thing like a less than a year ago
Identity Attack0.020681098
Insult0.15556364
Profanity0.066963166
Threat0.012440704
Severe Toxicity0.0073242188
Low Tox 0.25462922 Moderate Con 0.303 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
You're not White Tyler
You're not White Tyler
Identity Attack0.26833034
Insult0.0810151
Profanity0.06395709
Threat0.007870848
Severe Toxicity0.008010864
Low Tox 0.25462922 Moderate Con 0.346 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
when these guys talk about assimilation how can I be sure they're not talking about druggie and homeless culture 😂
when these guys talk about assimilation how can I be sure they're not talking about druggie and homeless culture 😂
Identity Attack0.16587129
Insult0.12159709
Profanity0.077731855
Threat0.008103873
Severe Toxicity0.0077056885
Low Tox 0.25462922 Low Con 0.269
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the …
It's time the government started deporting these kinds of people... They opened the doors to Canada for them—well, they didn't really open them, they forced their way in. And all they've done is undervalue the work, doing shoddy jobs and charging low wages. They ruin the good work done by others and pay them poorly. They're opportunists. There aren't enough jobs for citizens. They take all the jobs, and companies pay less. The government should be paying attention to that. There are a lot of them undocumented immigrants... and all they've done is increase crime.
Identity Attack0.06567776
Insult0.19734058
Profanity0.026727317
Threat0.013424582
Severe Toxicity0.00705719
Low Tox 0.2540519 Constructive 0.573 Fear_Threat
Feb 20, 2026 Inside Canada's Indian Invasion...
As somebody born and raised in Canada I’ve always said it was kinda of ironic that a country that was founded by colonizing Indians is getting re-colonized by different Indians
As somebody born and raised in Canada I’ve always said it was kinda of ironic that a country that was founded by colonizing Indians is getting re-colonized by different Indians
Identity Attack0.30103904
Insult0.07491849
Profanity0.023106437
Threat0.0072882893
Severe Toxicity0.006752014
Low Tox 0.2540519 Moderate Con 0.445
Sep 18, 2025 51 likes Inside Canada's Indian Metropolis (Brampton)
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
If you’re name is not Kaur, or Singh, you can forget about any entry level jobs for our youth, or any Canadians in general. Get rid of the benefits for hiring a migrant.
Identity Attack0.26663736
Insult0.0816321
Profanity0.01402008
Threat0.014738814
Severe Toxicity0.0075531006
Low Tox 0.25084448 Moderate Con 0.312 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought …
I'm a Canadian, I was born here, who knows what generation Canadian I am - my ancestors were here long before Canada was a country, later they fought for the British (one naughty son fought for the "rebels" americans and was in jail for 5 years), the monarchy granted them 100 acres in the Niagara region which was farmed by a line of my family until the 1980s when the last of that direct line sold which is tragic. blah blah - Canadian. ANYWAY - I love other people, other cultures, every immigrant that spoke in this video I welcome with open arms, would befriend, share a meal with etc. I grew up working with many people from Pakistan and India who were escaping really scary situations, worked their butts off to be part of this country, learn the language, save for a home - live a safe and happy life. Whether you're a first or 50th generation Canadian - you come here and you adapt to our wonderful way - you're a freaking Canadian. That's not happening right now. Like the video said, it's a math problem. One of my largest concerns is that now all these wonderful Canadians who have been here for a long ass time, worked their butts off to be part of the family will now be subject to violence, harassment and racist comments because this population bomb has misrepresented their intentions entirely.
Identity Attack0.14233272
Insult0.16551061
Profanity0.05017922
Threat0.008401625
Severe Toxicity0.007896423
Low Tox 0.24924077 Constructive 0.806 Solidarity
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Inside Canada’s Indian Invasion- Bro, you’re about 40 years too late, lol.
Identity Attack0.23922618
Insult0.08508729
Profanity0.023379711
Threat0.008103873
Severe Toxicity0.007247925
Low Tox 0.24924077 Low Con 0.231 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with …
brampton use to be a very nice suburb of toronto, now it's by far the worst place in canada. You know you're getting near brampton when you can detect the smell of sewage combined with b/o
Identity Attack0.06294931
Insult0.16831873
Profanity0.02119352
Threat0.0063432488
Severe Toxicity0.004310608
Low Tox 0.24924077 Moderate Con 0.454 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle …
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle class families trying to get by and provide their kids and families a bright future. Without the indian immigrants coming to this city what would it even be? You have families living in million dollar+ houses, working, owning business, giving good futures and opportunities for their children but y'all mad cause they are Indians who are doing this. If they were white people instead would be calling Brampton a success story then? If 75 percent of the population is south asian, OF COURSE you will see south asian workers, south asian restaurants, grocery stores (JUST LIKE ANY OTHER COMMUNITY). You only see this issue online because the people who actually live in these areas have absolutely no issue with the city. They're mad they can't progress in their own lives and use cities like Brampton as a scapegoat for their own problems. It just doesn't make sense to me how so many people have an issue with Brampton when they don't even know what it is like.
Identity Attack0.2795294
Insult0.11616662
Profanity0.0887236
Threat0.008634649
Severe Toxicity0.009613037
Low Tox 0.24924077 Constructive 0.784 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
We’re suffocated please go home
We’re suffocated please go home
Identity Attack0.029402243
Insult0.06372428
Profanity0.07708528
Threat0.059796512
Severe Toxicity0.011291504
Low Tox 0.24924077 Moderate Con 0.363
Jan 16, 2026 2.9 million Canadian temporary visas …
You know you're cooked when your own race admits that there are too many of you in a different country.
You know you're cooked when your own race admits that there are too many of you in a different country.
Identity Attack0.23694818
Insult0.071433455
Profanity0.041160982
Threat0.008738215
Severe Toxicity0.008354187
Low Tox 0.24924077 Low Con 0.251 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why …
I am Native American. At college, I took a welding course just to break the monotony of classes as I was raised using my hands. This immigrant male, asked the rest of the class "why is she here?". I asked if he had a problem with me and he looked at the class to tell me not to speak to him. No one said a word but looked between us in silence. I asked him again, "do you have an issue with me being here?". Again he told the rest of the Caucasian men to tell me to stop speaking to him. I said if you have a problem with me, let's step outside and one of us will walk back in. You can't accept that a Native female is in this class, pack your family up and go home. Don't think of the state's because that's mine too. The teacher walked in and he could see and sense the tension in the room. He removed the immigrant and they went out of the room. A few minutes later the instructor came in and looked at me and said he'll be taking a class with no females. His country doesn't allow females an education yet alone a trade. You're welcome to stay. I have no intention to leave, was my comment back. I'm here to learn. Decades later, I'm driving home from northeastern Quebec and on the 401 is a gas/food stop. My child and I were passed by 4 luxury sports cars. They pulled into this stop and parked across all the handicapped parking spots. Bumper to bumper across the spots. We went in and met them as we came out and met a truck driver of the same nationality. He asked "how is Canada treating you?". They smiled and said "look", motioning to their silk suits. Another pointed to their cars. And another said "they treat us like kings'!". The fourth said "Canadians are easy to play! Cowards!!" A few days later, I'm at Walmart and present my tax exempt (we pay 5% tax) but the cashier looks at it and states "you all think your so special!!" Your paying the tax like everyone else! A customer behind me yelled for management loudly. When management showed, I didn't say a word because it was the customers behind and on the side of me with complaints of the rudeness of the cashier. She was removed and manager took over transactions. Not just mine but those after me. There was another incident with my child. An immigrant (can tell by the long tunic) was trying to lure my daughter away from me. I put her in a cart and requested help from a young employee who wanted me to write a book before calling security. Another employee came over and called security immediately. By the time they found the man, he had exited the store and got into a taxi. A few weeks later at an arena where youth hockey practice was taking place, the same scenario was happening. A man in a tunic was trying to lure children away and when caught, jumped into a taxi and left the scene. To attack an adult who can defend themselves is one thing but to go after children is another. I say stricter policy on crimes are needed.
Identity Attack0.27171627
Insult0.086852804
Profanity0.17148167
Threat0.025443908
Severe Toxicity0.012283325
Low Tox 0.24763705 Constructive 0.814 Personal_Narrative
Sep 8, 2025 Why Canadians Are Turning Against …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 …
do Surrey and there immigration and extortion issue! The prime minister of India warned us about all the criminals we’re letting in and now there shooting up stores and restaurants demanding 2 million dollars 😂 Canada sure has changed
Identity Attack0.13805299
Insult0.07270074
Profanity0.017914234
Threat0.13815513
Severe Toxicity0.0090408325
Low Tox 0.24603334 Moderate Con 0.458 Unverified_Claim
Feb 12, 2026 Inside Canada's Indian Invasion...
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
7:03 - you’re standing in the middle of the road and impeding traffic. So much for blaming certain ethnic groups.!!!
Identity Attack0.18313584
Insult0.070799805
Profanity0.016479544
Threat0.00948907
Severe Toxicity0.00541687
Low Tox 0.24603334 Moderate Con 0.318 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Immigration is a thing, and we’re soft on it. Some have disabled family members and that’s why they come here. Ok. But there has to be balance. Not a burden on my kids backs, like …
Immigration is a thing, and we’re soft on it. Some have disabled family members and that’s why they come here. Ok. But there has to be balance. Not a burden on my kids backs, like economic slaves.
Identity Attack0.17847598
Insult0.09416737
Profanity0.031140719
Threat0.008323951
Severe Toxicity0.0064086914
Low Tox 0.24603334 Constructive 0.571 Economic_Argument
Feb 27, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the …
im a bengali born in canada, i just wanna say that if the right wing bodies, influencers & socials use indian racism as capital, why cant we use it on YT people? We have the numbers, we can suppress them once again, they've been cruel to canadian borns, it doesn't matter if you're canadian born to be honest since they're only interested in euros
Identity Attack0.27662867
Insult0.07333439
Profanity0.042413518
Threat0.011508608
Severe Toxicity0.0073242188
Low Tox 0.24442963 Constructive 0.622 Identity_Assertion
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
If you want a visit visa for US you are interviewed by an immigration official and these criminals would be rightly refused. Younwant to visit Canada just buy a ticket and you're in, no questions …
If you want a visit visa for US you are interviewed by an immigration official and these criminals would be rightly refused. Younwant to visit Canada just buy a ticket and you're in, no questions asked and claim refugee upon landing and get showered with free cash and benefits and way better health care than us plebs. Trump is right about Canada.
Identity Attack0.11396073
Insult0.16846494
Profanity0.031140719
Threat0.008129764
Severe Toxicity0.005493164
Low Tox 0.24442963 Moderate Con 0.464 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Whats distressing is when you uncovered that if officials reject an applicant they are basically shooting their career in the foot ... and they have to file a big report and could be challenged in …
Whats distressing is when you uncovered that if officials reject an applicant they are basically shooting their career in the foot ... and they have to file a big report and could be challenged in court and of course that means a court brief and testifying as the prosecuting witness. This isn't the way it was supposed to be...we're talking national security, economics, social safety nets & culture. It really pisses me off the way the game is rigged.
Identity Attack0.0051427023
Insult0.11797678
Profanity0.20016506
Threat0.010654188
Severe Toxicity0.0052261353
Low Tox 0.24282593 Constructive 0.717 Policy_Critique
Feb 27, 2026 4 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I Don't see anything wrong here except for the khalistan thing (which is unpopular). You're grasping at straws with this one.
I Don't see anything wrong here except for the khalistan thing (which is unpopular). You're grasping at straws with this one.
Identity Attack0.105256535
Insult0.08831572
Profanity0.0684662
Threat0.018882722
Severe Toxicity0.008163452
Low Tox 0.2412222 Moderate Con 0.378 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
Identity Attack0.25817248
Insult0.082372494
Profanity0.022286616
Threat0.0064985976
Severe Toxicity0.005760193
Low Tox 0.2396185 Moderate Con 0.355
Aug 29, 2025 Why Canadians Are Turning Against …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO DEPORT BACK INTO CANADA because we're hopping your borders for a better way of life? How much tax dollars does your country spent on sending canadians back to their country? How much federal country money do you give canadian immigrants to start their better way of life? Do canadian immigrant women get to keep their country traditions any way of a canadian life style or are they conformed? .......... Don't be silenced or afraid. They weaponized the word racism to give them leverage because that's all they have in their artillery.
Identity Attack0.24293575
Insult0.082866095
Profanity0.0166845
Threat0.009281937
Severe Toxicity0.0074005127
Low Tox 0.23812068 Constructive 0.668 Policy_Critique
Oct 15, 2025 1 likes Why Canadians Are Turning Against …
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs …
There’s nothing like that ever it’s all alive. What you saying? This is just the wish of some bigots. You’re feeling all your doctors and other professional gaps and you’re given all the lower jobs from restaurants to any other lower jobs that Canadians don’t wanna do. Yes you’re right. An immigrant family can come here and six years later have a house because they share all the family by a house because they have a family value. The earlier arrivals here to buy house is a big dream they won’t make it except the privileged the work by family members and oil rigs are the professionals. This country use built by immigrants all it is the early arrivals and the late arrivals. To begin with this is a stolen country. At least the immigrants are coming by legal method, but the early arrivals they just stole it by killing the natives.
Identity Attack0.029208258
Insult0.0041088094
Profanity0.00017637847
Threat0.098194055
Severe Toxicity0.000037396847
Low Tox 0.23759988 Moral_Argument
Apr 15, 2025
The only pro thing is they're friendly to socialize with other than that they are toxic all round
The only pro thing is they're friendly to socialize with other than that they are toxic all round
Identity Attack0.028418748
Insult0.12521741
Profanity0.094542764
Threat0.007624879
Severe Toxicity0.0047302246
Low Tox 0.23739935 Moderate Con 0.341 Identity_Assertion
Feb 28, 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.