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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: "The "immigrants" are not the …" 3,653 comments · Page 38 of 147
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. …
They only employ their own. They only rent to their own. Trespassing on private property and farmland for photos. Being ignorant and rude to the towns and city’s that they moved their entire villages to. The list goes on. We all grew up with immigrants, this country has always welcomed immigration. It’s our culture. Nobody was ever racist back in the day. Every classroom was multicultural and everyone played together. But this!… this is something completely different.
Identity Attack0.11396073
Insult0.4339631
Profanity0.026454043
Threat0.006537435
Severe Toxicity0.0074005127
Moderate 0.38811707 Constructive 0.588 Unverified_Claim
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
Without Immigrants ( regardless of race) Canada would be a mess
Without Immigrants ( regardless of race) Canada would be a mess
Identity Attack0.46028158
Insult0.24928534
Profanity0.08290444
Threat0.01508414
Severe Toxicity0.01806218
Moderate 0.38811707 Low Con 0.185 Moral_Argument
Feb 25, 2026 Inside Canada's Indian Invasion...
Welcome to Liberal Canada Tyler. We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Welcome to Liberal Canada Tyler. We have angry drivers, smugglers, bad Timmies, foreign worker exploitation and immigrants illegally stealing Salmon with blankets.
Identity Attack0.39334553
Insult0.35016364
Profanity0.02023706
Threat0.009307829
Severe Toxicity0.0128976675
Moderate 0.38601747 Moderate Con 0.325 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew …
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew up on, but since they have no attachment to it they half ass and don’t make things up to par and make it seem like they’re doing you a favor when you’re paying. So many places are ruined because of this, not just Tim Hortons. However, Tyler postured this as if this is a recent epidemic when Brampton has BEEN known for a lot of Indian immigrants starting in the late 80s and 90s- maybe he mentions this and I missed it or I haven’t got to it yet as I’m midway through the video… Toronto and its areas are very diverse and have been for a long time. Nearby from Brampton in Markham that’s where a lot of Chinese are and you can see it by the business types and you see Chinese lettering under English writing in some places. So why is Tyler acting like this is a rapid epidemic that just started? To ramp you guys up. Again, not denying the fact we have a ton of Indians and have taken in more than ever in the recent years, but these weren’t calm white places that have been overrun like in some of your other videos in Europe, etc.
Identity Attack0.316
Insult0.36798462
Profanity0.33453682
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.802 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
reality is everybody is immigrants here. white people are also immigrants but in forced way. US canada both belongs. to non white 😂
reality is everybody is immigrants here. white people are also immigrants but in forced way. US canada both belongs. to non white 😂
Identity Attack0.48915586
Insult0.1669316
Profanity0.0684662
Threat0.010032792
Severe Toxicity0.016900165
Moderate 0.38601747 Low Con 0.22 Identity_Assertion
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Immediately check that racist guy’s hard drive. That being said. It is disheartening to see some bad immigrants ruining it for the majority immigrants who are genuinely working hard to have a better life.
Identity Attack0.37292135
Insult0.36939126
Profanity0.037904397
Threat0.009644418
Severe Toxicity0.011291504
Moderate 0.38601747 Moderate Con 0.481 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
If immigration is bad then the USA, Canada, Australia and New Zealand should have firstly remained populated and ruled by the native people not by white men from Europe. At least the immigrants of this …
If immigration is bad then the USA, Canada, Australia and New Zealand should have firstly remained populated and ruled by the native people not by white men from Europe. At least the immigrants of this day and age are not carrying out mass murders unlike the forefathers of Tyler and other white settlers.
Identity Attack0.46028158
Insult0.2435641
Profanity0.043165036
Threat0.04524883
Severe Toxicity0.01735206
Moderate 0.38601747 Moderate Con 0.379 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is not indian immigration they're not just white skin or european christian!
The problem is not indian immigration they're not just white skin or european christian!
Identity Attack0.46050715
Insult0.16124763
Profanity0.11168506
Threat0.010654188
Severe Toxicity0.023076924
Moderate 0.38601747 Low Con 0.186 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
no wonder young immigrates do so much crime, parents have no cutler on what the west is like because every place suits them.
no wonder young immigrates do so much crime, parents have no cutler on what the west is like because every place suits them.
Identity Attack0.4508763
Insult0.26196828
Profanity0.040409464
Threat0.011327368
Severe Toxicity0.01683561
Moderate 0.38601747 Low Con 0.28 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
96% of ALL Canadas immigrants come from India. That means its NOT multiculturalism, its an INVASION!!!!
96% of ALL Canadas immigrants come from India. That means its NOT multiculturalism, its an INVASION!!!!
Identity Attack0.46028158
Insult0.24424846
Profanity0.02932342
Threat0.007689608
Severe Toxicity0.02258113
Moderate 0.38601747 Low Con 0.203 Unverified_Claim
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
White segregation is coming with all this mass immigration
White segregation is coming with all this mass immigration
Identity Attack0.4508763
Insult0.123407245
Profanity0.11354194
Threat0.014566151
Severe Toxicity0.022710243
Moderate 0.38601747 Low Con 0.197 Fear_Threat
Feb 24, 2026 Inside Canada's Indian Invasion...
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 in London when my friend took me along to a gurdwara,my first time . They don't ask any questions, they just feed and you will see people volunteering their services at preparing the food and someone else serving you...at least, they give back to society unlike some of the filthy rich who just want to hoard more and give nothing back . People don't realize that the world revolves on kind people and their generosity. If everyone was greedy, there would be nothing else to hoard and you can't even take it with you when your life ends. I guess it's just a matter of perspectives and your life experiences !
Identity Attack0.39461556
Insult0.37506318
Profanity0.20808282
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.844
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun …
As a sovereign tribal man originating from the very soil you all live upon, the mass immigration is a threat to my people, and our women and children are being attacked and kidnapped at gun point . We are all in danger as they are flooding this sacred land with criminals.
Identity Attack0.36702603
Insult0.34135336
Profanity0.0715894
Threat0.18913531
Severe Toxicity0.021031776
Moderate 0.38434127 Constructive 0.562 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Immigrants know they can abuse the system as they should be forced back out of the country.
Immigrants know they can abuse the system as they should be forced back out of the country.
Identity Attack0.46028158
Insult0.21836096
Profanity0.07676199
Threat0.09316374
Severe Toxicity0.020902663
Moderate 0.38434127 Low Con 0.198 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free …
Far as I am concerned I don't get free eye glasses or dental or hearing aids. I am a Senior and as far as I am concerned illegal and asylum immigrants should not receive free health care in Canada call me racist I don't care.
Identity Attack0.41052565
Insult0.33154017
Profanity0.045419596
Threat0.011353259
Severe Toxicity0.017481172
Moderate 0.38434127 Constructive 0.564 Economic_Argument
Feb 26, 2026 136 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks …
Ive been trying to accept immigration as a good thing for over 40 years and what ive learned is it only benefits the people who come here under false pretenses because there is zero checks from Canada immigration, its all taken by these peoples word! Completely insane ! Only word that should be taken are those of truly born sovereign Canadians whose families have built this country! Close down immigration we are full in fact we need to get rid of allot of rotten apples !
Identity Attack0.28034934
Insult0.40243408
Profanity0.045419596
Threat0.014048163
Severe Toxicity0.015931819
Moderate 0.38434127 Constructive 0.578 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
I grew up with lots of ukrainian and other immigrants, and on the whole, they are okay. Current ukrainian refugees are, I have noticed, a bit confused owing I think to the unfortunate circumstances which …
I grew up with lots of ukrainian and other immigrants, and on the whole, they are okay. Current ukrainian refugees are, I have noticed, a bit confused owing I think to the unfortunate circumstances which caused them to relocate. I suspect a lot will repatriate themselves when the war ends. I've encoutered many immigrants over the years and I have noticed, that in the last 20 years or so that a disturbing number of refugees are bogus exploitative jerks who wound up here because they weren't welcome where they came from because of their own character flws.
Identity Attack0.36702603
Insult0.41530323
Profanity0.33453682
Threat0.02440793
Severe Toxicity0.023076924
Moderate 0.38434127 Constructive 0.763 Personal_Narrative
Oct 8, 2025 How Canada broke its immigration …
The question is, what are Canadians afraid of? Because there are more non-white people in some cities?. We know that 70% of canadian population are whites, Canada's economic and military power is theirs.The solution is …
The question is, what are Canadians afraid of? Because there are more non-white people in some cities?. We know that 70% of canadian population are whites, Canada's economic and military power is theirs.The solution is to never allow non-white people to immigrate to this country again, so that we color people can rest from your insults and threats.By the way iam black from Africa not Asian
Identity Attack0.48990932
Insult0.23237456
Profanity0.049177196
Threat0.013372798
Severe Toxicity0.017868511
Moderate 0.38434127 Moderate Con 0.48
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's all the plandemic of the WEF infiltration of Legacy Medias, Parliament/federal and provincial sectors, including immigration. The tax payer is paying for its own destruction. Time for Canadians to wake up stand up and …
It's all the plandemic of the WEF infiltration of Legacy Medias, Parliament/federal and provincial sectors, including immigration. The tax payer is paying for its own destruction. Time for Canadians to wake up stand up and speak up or continue down the liberal path to Canada no more and lunacy !
Identity Attack0.116281845
Insult0.42567953
Profanity0.020373698
Threat0.010084574
Severe Toxicity0.007972717
Moderate 0.3827457 Low Con 0.212
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind …
People thinking everything would be better if those 2.8 millions simply go away, the might be the same that believed 1.5% interest rates and homes at 250 k dollars would last forever, the same kind of people with only secondary school thinking the deserve 100k a year, 8 weeks vacations and a uniond that loves them. ET finalement, des idiots qui vont assurer que c'est toujours les immigrants qui ne sont pas productifs et qui representent la source du probleme.
Identity Attack0.20483385
Insult0.47384647
Profanity0.26624632
Threat0.0069646453
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.385 Moral_Argument
Jan 16, 2026 2.9 million Canadian temporary visas …
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed …
Its just neoliberal Capitalism with free movement at its peak and every person who is decently educated is seen as a huge win to grow ones GDP Most of the white people who are interviewed here aren't young anymore They made themselves dependent on immigration and it turns out that a good chunk of this planet is out of Indians
Identity Attack0.46028158
Insult0.24767025
Profanity0.11725569
Threat0.012440704
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.434
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, …
As an indian, I feel sad to see that this is Canada, nobody would want anyone's country to change like this. pls deport most of them, they can't even speak English. Only allow highly educated, skilled people; race doesn't matter, even that nurse guy should be deported. Don't allow any indian asylum seekers because India is poor, not as bad as a war-ridden country only allow doctors, engineers, and scientists, and businessmen with a master's degree, and don't allow Punjabi guys, they are less educated and quite erratic. Please check if they have any criminal history, and this applies to all immigrants who are not from Europe or Southeast Asia, etc You guys don't need indian truckers and janitors. pls don't be racist. Remember, 15% of all Canadian doctors are indian
Identity Attack0.46028158
Insult0.30326313
Profanity0.075792134
Threat0.046541955
Severe Toxicity0.023076924
Moderate 0.3827457 Constructive 0.616
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
Thank you for interviewing the older Indian immigrants. So many are pissed about the influx.
Identity Attack0.39773783
Insult0.32682732
Profanity0.27139977
Threat0.00866054
Severe Toxicity0.01754573
Moderate 0.3811502 Constructive 0.643 Identity_Assertion
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
One set of immigrants blaming other immigrants wow
One set of immigrants blaming other immigrants wow
Identity Attack0.4139151
Insult0.25800487
Profanity0.04742365
Threat0.009385503
Severe Toxicity0.013543231
Moderate 0.3811502 Moderate Con 0.32 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they …
Immigrants do hard work to maintain their families:Native people don’t like to work during weekends and public holidays , they are little bit lazy and prefer to enjoy their life, on the other hand they are Blaming others,
Identity Attack0.38826546
Insult0.36798462
Profanity0.056441884
Threat0.0075083673
Severe Toxicity0.012207031
Moderate 0.3811502 Constructive 0.512 Identity_Assertion
Aug 25, 2025 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.