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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: "We don't want them for …" 1,718 comments · Page 23 of 69
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the …
The reason we mass import Indians and those Africans with IQs below 70 is that they’re secured votes for the liberal government once they get their PR. They don’t contribute to society, just to the polls for the left, because the right wants them out to fix Canada.
Identity Attack0.46028158
Insult0.24928534
Profanity0.03765389
Threat0.009877442
Severe Toxicity0.017416617
Moderate 0.37751234 Low Con 0.243 Unverified_Claim
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
They don't want to be called a racist by immigrants and the left. That should not be anything you should be worried about. Ignore them.
Identity Attack0.3908055
Insult0.2679134
Profanity0.047173142
Threat0.017674083
Severe Toxicity0.012703998
Moderate 0.37751234 Moderate Con 0.304
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Funny how descendants of people who invaded, displaced, and starved Indigenous nations now act superior. Canada wasn’t ‘empty’—it was colonized. India had universities, sanitation, surgery, and cities while Europe was burning witches and dumping sewage …
Funny how descendants of people who invaded, displaced, and starved Indigenous nations now act superior. Canada wasn’t ‘empty’—it was colonized. India had universities, sanitation, surgery, and cities while Europe was burning witches and dumping sewage in streets. If you want to talk hygiene or civilization, open a history book before opening your mouth.
Identity Attack0.073429056
Insult0.37506318
Profanity0.028230323
Threat0.03649433
Severe Toxicity0.010757446
Moderate 0.37751234 Moderate Con 0.407 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son …
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son is currently still running this scam with indian agents who lie and commit fraud and other wise lie on the application the ileds and also lie to the government about money in there bank 😂😂😂 i have more i have been trying to tell mps from coast to coast but no one will listen i have names and times and i have even know one of the indians that fled canada cause the government wanted him too and still scamming canada 😂 i have all the information if you guys are even slight curious 😂😂 😂
Identity Attack0.22935481
Insult0.3388922
Profanity0.1589207
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.593
Nov 23, 2025 Quebec Ends Economic Immigration Program …
They want make Canada to India...😂😂these people are not want to integrate ..they want dominate..but its Canadas fault,to let this happends......wokeness crazyness..same you see in the UK..🤔🇨🇦🇬🇧
They want make Canada to India...😂😂these people are not want to integrate ..they want dominate..but its Canadas fault,to let this happends......wokeness crazyness..same you see in the UK..🤔🇨🇦🇬🇧
Identity Attack0.2839175
Insult0.38406035
Profanity0.038154904
Threat0.009126588
Severe Toxicity0.012054443
Moderate 0.37751234 Low Con 0.215
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadians have always been racist however recently with the anti-woke backlash, more and more have become comfortable about posting their racist beliefs online. This increased exponentially once Elon bought twitter and gave users free reign …
Canadians have always been racist however recently with the anti-woke backlash, more and more have become comfortable about posting their racist beliefs online. This increased exponentially once Elon bought twitter and gave users free reign to post whatever they want. However, on a positive note, I have been able to filter out my racist friends much easier simply after seeing their facebook/X posts.
Identity Attack0.38238457
Insult0.31740165
Profanity0.035649836
Threat0.007586042
Severe Toxicity0.012359619
Moderate 0.37751234 Constructive 0.582 Identity_Assertion
Nov 2, 2025 1 likes Why Canadians Are Turning Against …
Noone was asked. The locals dont want you but are kept silent by the traitors in charge. This isnt your home and you'll either go home or be removed.
Noone was asked. The locals dont want you but are kept silent by the traitors in charge. This isnt your home and you'll either go home or be removed.
Identity Attack0.016259583
Insult0.39743927
Profanity0.035649836
Threat0.17964768
Severe Toxicity0.01121521
Moderate 0.37751234 Moderate Con 0.325
Nov 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their …
Please tell me the people that watch these utube videos, why are we letting this happen to the land that we Love, these people coming into our country/land from other countries that are fleeing their country, why are they coming to ours, these people are ruining our culture and land and the land that our ancestors have raised us in, these people bring no value, all they want is FREE, why is the government letting them in? I can’t take it anymore, I’m watching all these foreigners come into our country and ruin it, i LOVE my country, please stand up people and Stop this, 🙏
Identity Attack0.40713623
Insult0.25800487
Profanity0.15635987
Threat0.030623792
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.584
Jan 27, 2026 Inside Canada's Indian Invasion...
If you're a White Canadian and you want to preserve our society, look into Return to the Land.
If you're a White Canadian and you want to preserve our society, look into Return to the Land.
Identity Attack0.44690517
Insult0.17734702
Profanity0.04742365
Threat0.013010317
Severe Toxicity0.021548226
Moderate 0.37751234 Moderate Con 0.468 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT …
HA!!! I STARTED A JOB IN WHITE ROCK BC. DOING GROCERY DELIVERY FOR THRIFTY FOODS, THE FIRST DAY ON THE JOB I HURT MY BACK ON THE L4-L5 VERTEBRAE, THE PAIN WAS SO HORRIBLE THAT IT RENDERED ME UNABLE TO WALK, I TRIED TO GET AN APPOINTMENT AT THE JIMMY PATTISON PAIN CLINIC AND THEY TOLD ME I HAD TO WAIT 8 MONTHS, MY PAIN WAS SO HORRIBLE, I COULDN'T EVEN WALK TO THE BATHROOM WITHOUT SCREAMING FROM THE PAIN... THE MEDICAL SYSTEM IN BC IS SO F'N BROKEN ITS NOT EVEN FUNNY!!! SO MANY OF OUR DOCTORS AND NURSES HAVE MOVED TO THE STATES BECAUSE OUR GOVERNMENT IS TOO F'N CHEAP TO PAY FOR GOOD QUALITY CANADIAN CARE WHAT THE HELL IS THIS COUNTRY COMING TO???? WE NEED TO GET RID OF THIS MONEY DRAINING WOKE LIBERAL GOVERNMENT!!! THEY'VE RUINED CANADA SO MUCH WITH HOW THEY OVER POPULATED OUR GREAT COUNTRY WITH IMMIGRANTS WHO DO NOT WANT TO ADAPT TO OUR CANADIAN CULTURE, INSTEAD THEY COME HERE AND EXPECT US CANADIANS TO ADAPT TO THEIR WAY OF LIFE!!! THATS NOT HOW IT WORKS!!! THOSE IMMIGRANTS WHO DO NOT WANT TO ADAPT TO THE CANADIAN WAY OF LIFE ALL NEED TO EITHER PRACTICE YOUR WAY OF LIFE IN YOUR OWN HOME OR GO BACK TO YOUR OWN COUNTRY WHERE YOU CAME FROM... IF I WERE TO VISIT YOUR COUNTRY, I'D HAVE NOTHING BUT MY UTMOST RESPECT FOR YOUR WAYS AND YOUR CULTURE... DON'T COME TO MY COUNTRY AND TRY TO CONVERT ME TO YOUR MUSLIM WAY OF LIFE... I AM A CANADIAN AND I AM A FIRST NATIONS NATIVE AMERICAN... I SAY AMERICAN BECAUSE WHEN YOU LOOK AT A MAP, CANADA IS A PART OF THE NORTH AMERICAN CONTINENT AND MY DESCENDANTS WERE HERE FIRST... BE RESPECTFUL WHEREVER YOU ARE. ❤
Identity Attack0.04280826
Insult0.26957804
Profanity0.29053202
Threat0.012854968
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.533 Personal_Narrative
Sep 10, 2025 Why Canadians Are Turning Against …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly …
Why is it so difficult to have reasonable conversations about this? Most of this video is completely true — but so many comments show love to that bike guy who was factually incorrect and pointlessly racist. But on the other hand, so many woke types don’t even want to admit the problem. They also don’t want to talk about how the government is complicit. Every nation has a right to define itself, and how much immigration it wants, and how that immigration happens. It is beyond ridiculous to not speak the primary language of the country you emigrate to. But why say weird shit like indians eat shit?? Or that 1.5 billion people are all the same? The rationale behind early immigration was to be very tough and selective about who enters and lives here. They welcomed students because it brought in a lot of revenue so that’s a win-win, but to LIVE they had to prove they were an asset to the community. Now the whole thing is manipulated. You don’t have proper vetting for the students because of fake colleges that just want to make money. You don’t have proper limits on immigration and criteria for jobs/skills because companies want to make money. Politicians just do whatever strategy gets votes. But for some reason people either only get woke about the positives of Indian immigrants or only negative, sometimes racist about them. It’s fair to acknowledge that rampant, unchecked immigration ruins the culture. Like Indian driving culture is fucking terrible. You don’t want to bring that shit over. You can also acknowledge that early immigrants and their kids are often completely American/Canadian, from their native language, accents, education, references etc. And that Indians are generally a low-crime, high-employment, high-tax-paying immigrant group. And we ALSO acknowledge that that’s changing because of the type/number of people coming in, and the financial and political incentives which support it. It causes valid resentment. These fucking human smuggling rings are real af. Wokies don’t ever talk about it. But I wish we could have this conversation without the racism.
Identity Attack0.10221587
Insult0.40243408
Profanity0.10240069
Threat0.008764107
Severe Toxicity0.010681152
Moderate 0.37751234 Constructive 0.746 Policy_Critique
Feb 26, 2026 Inside Canada's Indian Invasion...
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand …
People are literally leaving the US trying to get to Canada because of trump, and your claim is that people are using Canada as a sneaky way into the states? I'm not sure you understand what happening right now. No one in Canada (except maybe Albertans) want to live in your fascist dictatorship.
Identity Attack0.19100772
Insult0.40243408
Profanity0.027410502
Threat0.0070164283
Severe Toxicity0.007972717
Moderate 0.37751234 Constructive 0.507 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
"I love India, but I would never ever want to live there"
"I love India, but I would never ever want to live there"
Identity Attack0.4508763
Insult0.0777699
Profanity0.09098661
Threat0.06658544
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.443 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The Indians dont even want the Indians to come here......now thats saying something
The Indians dont even want the Indians to come here......now thats saying something
Identity Attack0.45348886
Insult0.12702756
Profanity0.094219476
Threat0.012596053
Severe Toxicity0.020515325
Moderate 0.37751234 Low Con 0.183 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when …
We have to be careful that we don't become the U.S. Yes, some of these immigrants deserve to be deported, but let's make sure that it's the criminals that are deported, and shun racism when you can. Canadian culture is multicultural, every single white Canadian is an immigrant, don't turn away immigration as a whole, we do NOT want to become the US.
Identity Attack0.46028158
Insult0.24928534
Profanity0.031391226
Threat0.017846745
Severe Toxicity0.016641939
Moderate 0.37751234 Constructive 0.709
Sep 10, 2025 Why Canadians Are Turning Against …
Indians, Somalis never adapt to the Country they migrate to, they take their culture, never marry outside, stays isolated but want all the benefits from the Country....
Indians, Somalis never adapt to the Country they migrate to, they take their culture, never marry outside, stays isolated but want all the benefits from the Country....
Identity Attack0.46028158
Insult0.24835461
Profanity0.03990845
Threat0.008427517
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.307
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I couldn’t care less if you want to practice your religion and values in the sanctity of your own home. DONT TRY TO SHOVE IT DOWN OUR THROATS AND CHANGE SOMETHING THAT HAS BEEN IN …
I couldn’t care less if you want to practice your religion and values in the sanctity of your own home. DONT TRY TO SHOVE IT DOWN OUR THROATS AND CHANGE SOMETHING THAT HAS BEEN IN EFFECT FOR LONGER THAN YOU HAVE BEEN ALIVE!!!!
Identity Attack0.23922618
Insult0.2469859
Profanity0.09098661
Threat0.03649433
Severe Toxicity0.021935565
Moderate 0.37751234 Moderate Con 0.341 Fear_Threat
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they …
this is diference between islamist extremists and other religions they welcome everyone they dont want to change your religion they give you free mind and peace its just white people insecurity if they islamists they dont speak anytrhing because they are afraid
Identity Attack0.44690517
Insult0.16802633
Profanity0.11230402
Threat0.019055385
Severe Toxicity0.019095084
Moderate 0.37751234 Moderate Con 0.387
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I want all illegal aliens in the US out. I want legal immigrants who commit crimes, don’t assimilate or become a burden on society deported. I’m done. At least we have Trump actively trying to …
I want all illegal aliens in the US out. I want legal immigrants who commit crimes, don’t assimilate or become a burden on society deported. I’m done. At least we have Trump actively trying to deport them, in spite of the liberals.
Identity Attack0.44690517
Insult0.24561718
Profanity0.02795705
Threat0.064969026
Severe Toxicity0.019998873
Moderate 0.37751234 Moderate Con 0.471
Aug 25, 2025 Why Canadians Are Turning Against …
Big slap 👋 to this immigration lawyer who wants to warm his pockets at expense of Canadians Canadians will be very happy when Cbsa officers will act as ice and remove illegal aliens
Big slap 👋 to this immigration lawyer who wants to warm his pockets at expense of Canadians Canadians will be very happy when Cbsa officers will act as ice and remove illegal aliens
Identity Attack0.38208112
Insult0.24835461
Profanity0.028230323
Threat0.31721663
Severe Toxicity0.022193791
Moderate 0.37751234 Moderate Con 0.35 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
So many snowflakes call anything not wanting too much off a certain group people causing problems bc of their culture in multiple countries”oh he’s racist he’s racist”🙄my gosh snowflakes
Identity Attack0.2877625
Insult0.3388922
Profanity0.11292298
Threat0.0082074385
Severe Toxicity0.017739398
Moderate 0.37751234 Moderate Con 0.367 Identity_Assertion
Feb 17, 2026 Inside Canada's Indian Invasion...
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little …
We want them all deported, Canada was created for their descendants not immigrants, anything i do, accomplish or create its for my family, myself, my descendants and fellow home grown Canadians, NOT IMMIGRANTS!! A little bit of spice in the soup is alright, too much the soup is ruined, mass immigration has ruined Canada, we want them gone!
Identity Attack0.39461556
Insult0.22770336
Profanity0.021330157
Threat0.1284288
Severe Toxicity0.02296847
Moderate 0.37751234 Moderate Con 0.48 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post …
I m born and from Montréal, We (french) don t want those people here and We try to kick them out to Ontario as hard We can. We have nothing to do with that Post national Chinada. Because We don t have our french country or state. The freak liberal from Ottawa push multi culturalisme Law to wipe us from our french state and Hope soon to be country or state. We dont want to lose our french heritage and it will be great if We can become the first french state of america or french country. Thx to expose the fail country of Canada
Identity Attack0.36702603
Insult0.3682569
Profanity0.21564959
Threat0.05397744
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.469 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
The immigrants are why the federal government of canaduh wants us unarmed!!!!!
Identity Attack0.44690517
Insult0.191015
Profanity0.03389629
Threat0.054624002
Severe Toxicity0.021548226
Moderate 0.37751234 Low Con 0.157 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high …
So many fraudsters with ZERO RESPECT for Canada! I hope CBSA is watching the guy at @2:14 before he overstays his welcome! Also, can we get a compilation of just the guy in the high viz vest? He's a rock star! Just call him High viz Harry if he doesn't want his name used... Pretty sad when the long time Indian immigrant doesn't even like the new comers🤣 As for the smuggler - I hope an anonymous tip was made...
Identity Attack0.31307843
Insult0.37279442
Profanity0.030890211
Threat0.009100696
Severe Toxicity0.010910034
Moderate 0.37751234 Constructive 0.661 Call_To_Action
Feb 9, 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.