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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: "Why do they laugh at …" 104 comments · Page 2 of 5
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I …
To see so many "likes" and "laughs" for the guy on the bike is despicable. He was not "speaking facts", he was simply being ignorant and racist, which you guys love to see, smh. I always find it so fascinating how much "hate" the world has for Africans/blacks. Claiming that they're "sooooo inferior/unintelligent"🙄😒 lol, we all know that IF that were honestly the case then the world wouldn't need to constantly try to put them at a disadvantage. IF you all honestly believed that "blacks are inferior", then you wouldn't constantly be obsessed with black people, you'd simply let them be. We all know it's a projection. People see the greatness and constant resilience of blacks, which pisses you guys off lol. Now argue amongst yourselves under my comment 😌✊🏽✊🏾✊🏿😝
Identity Attack0.5075293
Insult0.49389273
Profanity0.2659699
Threat0.014393489
Severe Toxicity0.02458496
Moderate 0.50759226 Constructive 0.545 Identity Attack Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
300,000 asylum claims so far this year alone. Canadians will be paying each of them $82,000 a year to shit on our country and laugh in our face.
Identity Attack0.31015682
Insult0.42167732
Profanity0.45448917
Threat0.018882722
Severe Toxicity0.023505108
Moderate 0.50503236 Moderate Con 0.333 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Nahhh tyler u laughed a little too hard at some them statements and definitely said sum questionable shi…u got sum u wanna get off ya chest bub?🤣🤣🤣🤣🤣much luv tho
Identity Attack0.04641757
Insult0.36798462
Profanity0.40878695
Threat0.1319513
Severe Toxicity0.1597006
Moderate 0.5024724 Moderate Con 0.371 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Omg and you think they're being honest. What in the world has happened to this country? No wonder it's becoming so awful here in the last five years. We're a laughing stock. This is just …
Omg and you think they're being honest. What in the world has happened to this country? No wonder it's becoming so awful here in the last five years. We're a laughing stock. This is just disgusting.
Identity Attack0.11396073
Insult0.5129801
Profanity0.17803068
Threat0.008168601
Severe Toxicity0.016319158
Moderate 0.47900817 Moderate Con 0.427 Insult
Nov 28, 2025 1 likes Thousands of refugees allowed into …
I am laughing because hate is killing that white guy with a bike probably living the worst time of his life bcoz he is gonna be seeing African for a very long time
I am laughing because hate is killing that white guy with a bike probably living the worst time of his life bcoz he is gonna be seeing African for a very long time
Identity Attack0.5135796
Insult0.2659317
Profanity0.26583168
Threat0.44185185
Severe Toxicity0.14916596
Moderate 0.47900817 Moderate Con 0.385 Identity Attack Humor_Satire
Feb 21, 2026 Inside Canada's Indian Invasion...
Tyler Oliveira confirmed racist laughing at racist takes 😂
Tyler Oliveira confirmed racist laughing at racist takes 😂
Identity Attack0.32476485
Insult0.40189892
Profanity0.16171204
Threat0.011275585
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.183 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while …
White dude, mid 30s, still stuck in Brampton.. I can't even watch this video to the end because my hearts racing, I'm pissed anytime I think of how my community was raped by packies. (while they laugh at us good Canadians) - The funny partt is, if we forced them out like UK is planning to do, they would crumble in a second, I grew up with indians who were born here, their families came the right way and assimilated and even THEY hate the over-immigration and pure indians coming influx.
Identity Attack0.4931391
Insult0.37960073
Profanity0.2813443
Threat0.13329996
Severe Toxicity0.048457388
Moderate 0.45090583 Constructive 0.601 Personal_Narrative
Feb 21, 2026 Inside Canada's Indian Invasion...
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
We've been sick of immigrants since the 1600's... When we hear these settler immigrants complain about other immigrants... We laugh 🤣😂🤣
Identity Attack0.48915586
Insult0.40243408
Profanity0.0887236
Threat0.009981008
Severe Toxicity0.023076924
Moderate 0.44039994 Moderate Con 0.394 Humor_Satire
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our …
They didn’t bring them in for the aging population this is a depopulation plan. Georgia Guidestones. The elites look at humanity as animals to be culled. We are parasites to them. It is in our movies, award shows, Olympic shows, they se xualize children and trans is another way to castrate to end goal of legalizing pe do phelia. Demonize Christianity as our God is the only one they fear. Take total control of everything in our lives until we give up. The government gave us maid, the bioweapon needle of which Trudeau owns a patent. The immigrants don’t care as government funds them with tax payer dollars yearly (from an immigrant $82 000. Per yr) I worked for 30 yrs and never made that amount. So bankrupting our pension funds because pretty sure that was done decades ago purposefully. Immigrants get way more than a persons pension which is no longer enough to live on and if you get sick you can opt out of life. Globalists are a death cult. You can see it in the decline destruction of so many countries, how they go after children, the men and women born to their countries, how they cause division, how they laugh in our faces. So immigrants if you think that you have it made don’t be surprised when they come for you. Trump is the only leader who is taking these people out. He has people behind him protecting him. He has been in a war with the globalists since he was first elected president. Before Trump there were people fighting against the plans of these elites. They feed on fear, hopelessness, anger, despair, so do not let them put you in that low vibration. Be hopeful, loving, joyful, peaceful, show strength protest the government, the judiciary look into common law as opposed to maritime law. We have been lied to about history, medicine, natural medicine they demonized, religion, education, etc Think critically, and pray get close to God.
Identity Attack0.42615733
Insult0.40420914
Profanity0.22889622
Threat0.13127698
Severe Toxicity0.02378681
Moderate 0.43230394 Constructive 0.614
Sep 8, 2025 Why Canadians Are Turning Against …
Poo Jab O_O lol the music made laugh it just made me think of rat and cow poop even more like it's there main dish they eat with curry spices to bless them Lol Tyler …
Poo Jab O_O lol the music made laugh it just made me think of rat and cow poop even more like it's there main dish they eat with curry spices to bless them Lol Tyler so cute
Identity Attack0.060220852
Insult0.26957804
Profanity0.33453682
Threat0.014220826
Severe Toxicity0.03680043
Moderate 0.4269174 Moderate Con 0.462 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy with the bicycle is so racist and you laughing and enjoying what he says shows a lot.
The guy with the bicycle is so racist and you laughing and enjoying what he says shows a lot.
Identity Attack0.23922618
Insult0.4339631
Profanity0.06044999
Threat0.008103873
Severe Toxicity0.013801457
Moderate 0.4269174 Low Con 0.249 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and …
I worked with a guy that was abusing the system and didn't even hide it. He said to me I'm on a student visa I'm supposed to be going to school but I'm not and then he laughed about it and I got pissed. I said something about it and I told my boss he's not even supposed to be working here and my boss told me to mind my business. That's what's going on in Canada. Also these clowns that say that they are a benefit to Canada obviously aren't having their field of work crushed by too many people so you're easily replaceable. When you are easily replaceable your company no longer values you even if you are amazing at your job. They might be a financial benefit to companies and other Indians but they are not a benefit to Canadians. They only shop at Indian businesses and only deal with Indians in all aspects of their life. They refused to deal with Canadians and Canadian companies. They are cutting us out and being racist and discriminatory towards Canadians in Canada. That's ridiculous and we should stop it
Identity Attack0.1007269
Insult0.48627716
Profanity0.22562476
Threat0.012699619
Severe Toxicity0.014898917
Moderate 0.4269174 Constructive 0.707 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
I'm an African and was laughing at the Indians til mentioned Africans. lol he is brutal, sorry Indians we move regardless 😂😂😂😂
Identity Attack0.45610145
Insult0.24928534
Profanity0.21024476
Threat0.07016479
Severe Toxicity0.023645958
Moderate 0.4269174 Constructive 0.531 Humor_Satire
Mar 1, 2026 Inside Canada's Indian Invasion...
SO TAXPAYERS ARE GETTING SCREWED AS USUAL. OUR COUNTRY HAS BECOME A JOKE AND NONE OF US ARE LAUGHING. NATIONALISM ISN'T RACISM. WE WANT OUR COUNTRY BACK.
SO TAXPAYERS ARE GETTING SCREWED AS USUAL. OUR COUNTRY HAS BECOME A JOKE AND NONE OF US ARE LAUGHING. NATIONALISM ISN'T RACISM. WE WANT OUR COUNTRY BACK.
Identity Attack0.10221587
Insult0.39743927
Profanity0.32965264
Threat0.010705971
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.403
Dec 29, 2025 Deportations From Canada at Their …
I cant stop laughing at the poo part 😂
I cant stop laughing at the poo part 😂
Identity Attack0.013445892
Insult0.09855611
Profanity0.38063943
Threat0.008414571
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.41 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
casual racism and tyler laughing at it is crazy
casual racism and tyler laughing at it is crazy
Identity Attack0.25478655
Insult0.36939126
Profanity0.17287734
Threat0.009722093
Severe Toxicity0.019095084
Moderate 0.41910073 Low Con 0.225 Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, …
Somebody needs to write a book on how many ways the Trudeau Liberals screwed us with their ill thought out immigration policies. From Trudeau publicly laughing and inviting illegal, economic immigrants, from around the world, to exploit Roxon road, to his brainless protege Sean Fraser screwing up the immigration file as well as the housing file.... he's still a minister in Carney's minority gov't.....as is Guilbault and that loose cannon Joly.
Identity Attack0.11744241
Insult0.46173862
Profanity0.20139475
Threat0.00951496
Severe Toxicity0.01754573
Moderate 0.4014846 Moderate Con 0.348 Policy_Critique
Jun 18, 2025 How Canada broke its immigration …
Love it when the locals freak out . Good, u have been conquered ! Somewhere indigenous Indians are laughing
Love it when the locals freak out . Good, u have been conquered ! Somewhere indigenous Indians are laughing
Identity Attack0.44690517
Insult0.3406697
Profanity0.27342406
Threat0.051391184
Severe Toxicity0.023270357
Moderate 0.4014846 Low Con 0.237 Identity_Assertion
Feb 9, 2026 Inside Canada's Indian Invasion...
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, …
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, I haer it all the time. " Everyone knows CBC is full of it." As the left crumbles having created Trump they went into shock. Comes around goes around. Cdn Bonds are now junk and your houses will soon be worthless. Laugh today, you will be weeping soon. Goodbye!
Identity Attack0.023595277
Insult0.46173862
Profanity0.0838743
Threat0.008841781
Severe Toxicity0.009346008
Moderate 0.4014846 Low Con 0.294
Jul 16, 2018 2 likes How much do refugees and …
The tuk tuk on the highway made me laugh the frick out loud lmao
The tuk tuk on the highway made me laugh the frick out loud lmao
Identity Attack0.030949092
Insult0.16266862
Profanity0.39409557
Threat0.019746035
Severe Toxicity0.023692908
Moderate 0.3972142 Moderate Con 0.366 Humor_Satire
Mar 2, 2026 Inside Canada's Indian Invasion...
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they …
Hoho do i have a story to tell you. I rented out part of my shop to east indians. Cabinet shop. They had 5 guys. Turned out they were all on student visas but they worked minday to saturday 10 hours a day. Of course none of them went to school instead they tuned in on their phone online to the school and put the phone doen and continued to work. Then i had enough ans kicked them out. Some of those guys didnt even get paid and their boss was just laughing at them. East indians are just as scammy as they are on the phone. Void all active student visas or make them pay a 100k like under trump.
Identity Attack0.44690517
Insult0.37392882
Profanity0.2268346
Threat0.03649433
Severe Toxicity0.023076924
Moderate 0.3972142 Constructive 0.594
Sep 30, 2025 IRCC Names India in Study …
As an African i should be mad but iam laughing my S off,😂😂😂
As an African i should be mad but iam laughing my S off,😂😂😂
Identity Attack0.32476485
Insult0.14512913
Profanity0.3320008
Threat0.024062606
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.42 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
All the Indians are laughing my buddy from there told me that we are getting the worst ones that even people in India don't like people from that part of India.
Identity Attack0.41052565
Insult0.18977246
Profanity0.16636424
Threat0.022335978
Severe Toxicity0.020515325
Moderate 0.37751234 Constructive 0.533 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Punjabi people being suppressed in India? 😂 These khalstanis never fail to make me laugh. 😂 First of all India has federal government. There's a central government & state government. Central government allocates budget to …
Punjabi people being suppressed in India? 😂 These khalstanis never fail to make me laugh. 😂 First of all India has federal government. There's a central government & state government. Central government allocates budget to State government which politicians from punjab itself(means people from their own community or region) have to use the upliftment of their people. But yet they blame Indian Prime Minister Modi for their problems even though his party is not even in power in punjab. Infact khalstan is the major reason behind downfall of punjab region since they run d. racket in punjab as well as they also help punjabi youth enter countries like canada illegally. Because of that either punjabi youth geta into d adction or they just leave India & the state is just left with old people.
Identity Attack0.40351558
Insult0.36798462
Profanity0.1811049
Threat0.055917133
Severe Toxicity0.02373986
Moderate 0.37751234 Constructive 0.599 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
You know the driving is bad when the Asians are laughing at them.
You know the driving is bad when the Asians are laughing at them.
Identity Attack0.43256098
Insult0.16846494
Profanity0.09744903
Threat0.010214032
Severe Toxicity0.013349563
Moderate 0.3625127 Low Con 0.153
Jan 27, 2026 1 likes 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.