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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: "For his information, we have …" 87 comments · Page 1 of 4
Who is feeding this bike guy information about Africa? Such an ignorant and stupid person.
Who is feeding this bike guy information about Africa? Such an ignorant and stupid person.
Identity Attack0.15731181
Insult0.8685752
Profanity0.39207047
Threat0.01187109
Severe Toxicity0.09385906
Toxic 0.8540474 Low Con 0.11 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Here is another example of the bullshit just imagine showing up to a hearing and saying I dont have the information your looking for but im here to represent my side give me a fucking …
Here is another example of the bullshit just imagine showing up to a hearing and saying I dont have the information your looking for but im here to represent my side give me a fucking break try it see how it goes for ya
Identity Attack0.051126
Insult0.47020787
Profanity0.83974665
Threat0.023371955
Severe Toxicity0.35368225
Toxic 0.8460273 Low Con 0.277
Sep 29, 2025 IRCC Names India in Study …
4:13 who tf is eating poo in India? Like wtf where do these white cockroaches hear these ridiculous claims of information.?
4:13 who tf is eating poo in India? Like wtf where do these white cockroaches hear these ridiculous claims of information.?
Identity Attack0.5983441
Insult0.6099415
Profanity0.5724795
Threat0.060766358
Severe Toxicity0.44969136
Toxic 0.8299589 Low Con 0.218 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Why is this guy on bike so stupid I wonder how informed he is . Probably the lowest iq ever
Why is this guy on bike so stupid I wonder how informed he is . Probably the lowest iq ever
Identity Attack0.050671257
Insult0.8012121
Profanity0.41031027
Threat0.012181788
Severe Toxicity0.038593806
Toxic 0.7998551 Low Con 0.199 Insult Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
While listening to Batra's Burning Questions is always informative, today's discussion elicits despair. The contrast between Jason Kenney's reign and the Liberal's current minister of immigration, Lisa Diab, could not be more stark. She is …
While listening to Batra's Burning Questions is always informative, today's discussion elicits despair. The contrast between Jason Kenney's reign and the Liberal's current minister of immigration, Lisa Diab, could not be more stark. She is incompetent and Canada has a hopeless, no-win, unfair, expensive and potentially dangerous immigrant and refugee system. And, apparently, the country is FULL of racists. We're idiots led by sanctimonious idiots.
Identity Attack0.27991617
Insult0.8012121
Profanity0.32120174
Threat0.012181788
Severe Toxicity0.029626917
Toxic 0.7761081 Constructive 0.543 Insult Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. …
For his information, we have great African doctors, lawyers, inventors, scientists, artists and we don’t want MacDonald jobs. We work for the big money. We own businesses in Canada and we are employers of labour. I for one I’m a medical doctor and all his descendants or ancestors could never have the brains to have as many degrees as Africans. So fck that btch of a man.
Identity Attack0.5051593
Insult0.6675394
Profanity0.759977
Threat0.046218675
Severe Toxicity0.35094213
Toxic 0.7675452 Constructive 0.559 Identity Attack Insult Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m Canadian and watching this pisses me off more about them because they come into our country and commit these sorts of crimes. They shouldn’t be in our country at all, but it’s so easy …
I’m Canadian and watching this pisses me off more about them because they come into our country and commit these sorts of crimes. They shouldn’t be in our country at all, but it’s so easy for them to claim asylum. There’s a government app that when you come to Canada, Indians can just claim asylum on the app. Enter in some basic information. And they’re in. It’s absolute bullshit man
Identity Attack0.4139151
Insult0.5015486
Profanity0.6750904
Threat0.012492486
Severe Toxicity0.16960317
Moderate 0.6863638 Constructive 0.526 Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
White people a piece of work his information is inaccurate the #1 serial killers in the world are white the #1 baby serial killers are in the UK the #1 sexual perversions are in the …
White people a piece of work his information is inaccurate the #1 serial killers in the world are white the #1 baby serial killers are in the UK the #1 sexual perversions are in the UK according to the WHO CDC UN etc none the less white man on bike is stupid funny
Identity Attack0.6007182
Insult0.61794597
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.20678867
Moderate 0.6863638 Low Con 0.207 Identity Attack Insult Identity_Assertion
Feb 25, 2026 Inside Canada's Indian Invasion...
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the …
Wow, what a piece of trash video this is full of misleading information that it should be banned from YouTube. Canada is full of various ethnoburbs for decades and it has generally worked for the benefit of the country. Go to Markham or Richmond and it's 80%+ chinese. Vaughan is mostly Italians. So many areas of the country has had immigrant populations like Brampton does. Then you give an outright racist a platform of about 4 minutes in this video to say such BS that Indians eat poop, and Africans have sub 80 IQ. It's infuriating to see this content.....and from an American no less. You then highlight a survey about quality life and make an implication that it has anything to do with immigration. Guess what, you ask that quality of life to any city in North America and they will almost guarantee that quality of life has decreased since the pandemic mostly because of inflation and the economy...not because of some immigrants coming here to take low paying jobs that white don't want to do. It's the same BS that Americans do with blaming Mexicans and Somalians. Only dumb people actually buy into this xenophobic crap that media producers like you promote.
Identity Attack0.40351558
Insult0.6336687
Profanity0.34827787
Threat0.019573374
Severe Toxicity0.16960317
Moderate 0.6407703 Constructive 0.566 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You leave your country and come here to sell drugs and do all sorts of evil things. Why don't you go back and do all the sh**t in your country. Some people are working hard …
You leave your country and come here to sell drugs and do all sorts of evil things. Why don't you go back and do all the sh**t in your country. Some people are working hard to earn a living and some people want to scam and sell our information to other countries like India. Who is running registries? Can someone answer me please? It's not racism. It's about the truth and the laws that have been pushed into dust bins.
Identity Attack0.4907465
Insult0.5015486
Profanity0.5150164
Threat0.05397744
Severe Toxicity0.2281948
Moderate 0.62702215 Constructive 0.53 Insult
Aug 29, 2025 Why Canadians Are Turning Against …
At least someone is talking about this issue. Our immigration department seems so stupid that they don't track any information yet, still bringing more and more people with fake/tailored profile.
At least someone is talking about this issue. Our immigration department seems so stupid that they don't track any information yet, still bringing more and more people with fake/tailored profile.
Identity Attack0.19495805
Insult0.65129566
Profanity0.30690086
Threat0.008440462
Severe Toxicity0.020515325
Moderate 0.61223894 Constructive 0.514 Insult Unverified_Claim
Oct 1, 2025 2 likes IRCC Names India in Study …
Your at a government meeting and all you can say is i don't have that information 😂 what the fuck are you doing at your job new generation workers at thier best god help us …
Your at a government meeting and all you can say is i don't have that information 😂 what the fuck are you doing at your job new generation workers at thier best god help us there is no hope for our country 0%
Identity Attack0.08500996
Insult0.40243408
Profanity0.5722072
Threat0.012803185
Severe Toxicity0.16960317
Moderate 0.60311776 Moderate Con 0.31 Policy_Critique
Nov 12, 2025 IRCC Names India in Study …
OH IM SURE ITS WAAAYYYYY MORE THAN THAT!!! THE SCUMBAG CRIMINAL TRUDEAU BOUGHT IN PEOPLE FROM AFGANISTAN, UKRAINE, ETC DURING WARS WITH NO INFORMATION!!! AS FAR AS INDIA, WE HAVE 2 MILLION MUSLIMS IN CANADA …
OH IM SURE ITS WAAAYYYYY MORE THAN THAT!!! THE SCUMBAG CRIMINAL TRUDEAU BOUGHT IN PEOPLE FROM AFGANISTAN, UKRAINE, ETC DURING WARS WITH NO INFORMATION!!! AS FAR AS INDIA, WE HAVE 2 MILLION MUSLIMS IN CANADA THAT WE DID NOT PUT THROUGH THE PROPER CHANNELS IM SURE. BUT NOT TO WORRY THE GIA IS GOING TO ROUND YOU ALL UP AND SEND YOU HOME...THEY WILL HAVE NO WHERE TO HIDE VERY SOON!!
Identity Attack0.37507164
Insult0.58196646
Profanity0.24818924
Threat0.04524883
Severe Toxicity0.026936848
Moderate 0.57271194 Moderate Con 0.371 Insult
Oct 12, 2025 IRCC Names India in Study …
This guy Tyler is so comfortable with the Africans hate. What you mean Africans have low IQ. Africans are in the top job offices lol, ironically says a lot about your IQ. It’s 2026,get informed …
This guy Tyler is so comfortable with the Africans hate. What you mean Africans have low IQ. Africans are in the top job offices lol, ironically says a lot about your IQ. It’s 2026,get informed dummy
Identity Attack0.5135796
Insult0.5130944
Profanity0.22321637
Threat0.011482717
Severe Toxicity0.02449106
Moderate 0.54325575 Low Con 0.211 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Guy from Polan telling other immigrants they are freeloaders, lol, where do you get that information. Sick
Guy from Polan telling other immigrants they are freeloaders, lol, where do you get that information. Sick
Identity Attack0.34324843
Insult0.5678696
Profanity0.0935729
Threat0.008764107
Severe Toxicity0.01935331
Moderate 0.52811706 Low Con 0.276 Insult Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Informative video. But the dude in it is awful.
Informative video. But the dude in it is awful.
Identity Attack0.048737846
Insult0.46774593
Profanity0.22542313
Threat0.011146127
Severe Toxicity0.016190045
Moderate 0.45757914 Low Con 0.263
Jun 19, 2025 1 likes How Canada broke its immigration …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about Indians rightfully so and I always say hey we have Muslim refugees sneaking in here under the radar cuz all eyes are on the Indians.
Identity Attack0.55044734
Insult0.28997475
Profanity0.0935729
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.673 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in …
Tyler Panjab is First country occupied by india , for kind information, Sikhs and Panjaab is not India nor hindus and Neither they are Pakistani or Muslims , and india killed half millions Sikhs in last 125 yrs as they are bff with yemen mughals pig god of theirs as mughal mukesh ambaanies adaanies modi shaah doval jaishankar bishnoi yogi Sunak Anita Anand Jeff Patel Chandra Arya Mehta Patels Gupta aggarwals Joshies mittals mehul choksi terrorist actors when British left, they occupied Sikh country as Sikhs stood with white race in world wars 1&2 to help as soldiers in British army
Identity Attack0.5039629
Insult0.48627716
Profanity0.33453682
Threat0.3485223
Severe Toxicity0.44787344
Moderate 0.43720075 Moderate Con 0.357 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Excuse me who exactly is getting you to spew this dis information ! 50.000 .... For set up !? NO CITIZEN ON DISABILITY GETS THAT !!!! And Housing is in CRISIS !!!! ...... 8 - …
Excuse me who exactly is getting you to spew this dis information ! 50.000 .... For set up !? NO CITIZEN ON DISABILITY GETS THAT !!!! And Housing is in CRISIS !!!! ...... 8 - 13 hour wait times in ERs in my city !!!!! COME ON CANADA YOUR BEING LIED TO .....WAKE UP CANADIANS YOUR MEDIA IS OWNED BY THIS CURRENT CORRUPT GOVERMENT !
Identity Attack0.20483385
Insult0.47273466
Profanity0.028776871
Threat0.008323951
Severe Toxicity0.012359619
Moderate 0.4274071 Moderate Con 0.416
Nov 11, 2024 How much do refugees and …
Every time a liberal is asked the question they either lie or they’re too incompetent even have the information. People are voting for them are complicit.
Every time a liberal is asked the question they either lie or they’re too incompetent even have the information. People are voting for them are complicit.
Identity Attack0.10221587
Insult0.48228607
Profanity0.039407436
Threat0.008362788
Severe Toxicity0.008087158
Moderate 0.41910073 Low Con 0.166
Oct 4, 2025 IRCC Names India in Study …
I’ve travelled to the USA and many other countries and never had to provide financial information; proof of my rent; confirmation my taxes are paid? WTF has any of that got to do with a …
I’ve travelled to the USA and many other countries and never had to provide financial information; proof of my rent; confirmation my taxes are paid? WTF has any of that got to do with a vacation? So a Canadian passport or Nexus is no longer valid identification? Trump and his regime can go fk themselves!
Identity Attack0.0035184228
Insult0.11622798
Profanity0.14606807
Threat0.0024604006
Severe Toxicity0.00002743041
Moderate 0.41709882
Dec 11, 2025
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, …
🛑🛑Your Sidhu smuggler wasn’t a PUNJABI he was a Hindu from haryana speaking Hindi and haryanvi, they do that to spoil the name of punjabis & they do a lot of illegal activities in Canada, including extortions !!!! Please make sure you don’t give out wrong information, and spread misinformation towards Punjabis 😊 thank you love your channel ☮️☮️☮️☮️
Identity Attack0.3819294
Insult0.35016364
Profanity0.09260304
Threat0.0347677
Severe Toxicity0.024631912
Moderate 0.39987978 Constructive 0.701
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Deport them all , they have entered the country with false pretences and information . You can find a lot of them in Calgary , deport them all
Identity Attack0.2846865
Insult0.26957804
Profanity0.044417568
Threat0.34552678
Severe Toxicity0.020386212
Moderate 0.39915034 Moderate Con 0.354 Call_To_Action
Oct 2, 2025 1 likes IRCC Names India in Study …
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights …
The Conservative Party. Needs much more fight ! They have to seriously distance themselves from the greedy pigs at the trough continuously giving themselves pay hikes. I want to see a Conservative party that fights for the safely of kids . Fighting against SOGI and Transgender mutilation. Fighting for the rights of Parents. Fighting against mainstream media. Fighting to protect law abiding citizens for standing up to government corruption and the health care authority that continues to spread false information . Fight for gun owners. Pushing for Castle Law . Fighting the corruption in the legal system that allows the prosecution of innocent Canadians and the violation of their charter of rights. If the Conservative Party isn't willing to fight, really fight, then we are still being governed by one big Uniparty playing politics.
Identity Attack0.30103904
Insult0.42743355
Profanity0.124631
Threat0.060766358
Severe Toxicity0.019740647
Moderate 0.38811707 Moderate Con 0.487 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Guy in the bike is the reason why its easier to take over. To think some cultures or people are okay to r**e or are low IQ shows why there is no competition because the …
Guy in the bike is the reason why its easier to take over. To think some cultures or people are okay to r**e or are low IQ shows why there is no competition because the locals are not informed, less traveled or limited education.
Identity Attack0.10221587
Insult0.3388922
Profanity0.39409557
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.38434127 Low Con 0.216 Unverified_Claim
Jan 27, 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.