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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'd have to be an …" 263 comments · Page 8 of 11
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
less than a toonie per canadian to send them back. I'd say it's money well spent, considering every items cost more than $2 in Dollarama.
Identity Attack0.059311368
Insult0.0670459
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.0042152405
Low Tox 0.15545623 Constructive 0.518
Dec 24, 2025 4 likes Deportations From Canada at Their …
As an African immigrant to the GTA, I'd love to educate bro on the bike but he's been through enough. I forgive him
As an African immigrant to the GTA, I'd love to educate bro on the bike but he's been through enough. I forgive him
Identity Attack0.120924085
Insult0.03710241
Profanity0.03715288
Threat0.009696201
Severe Toxicity0.0049209595
Low Tox 0.15490346 Constructive 0.719 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking …
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking about half the population in just one town or city, the entire country is half foreign. they did not jump the border of course, but like so many of these "liberal" western wannabe countries, the government sseem to have an irresistable urge to let any tom d and harry into the country whose even remotely interested. not sure why everybody keeps praising this place.....its weird and bizzare dont u think going to another country and seeing and knowing half the people there are foreign like u.....like who goes to visit another country wanting to see foreigners? i dont go to japan or australia hoping to see nothing but foreigners.
Identity Attack0.094936445
Insult0.06459839
Profanity0.025907494
Threat0.0076119336
Severe Toxicity0.0037193298
Low Tox 0.15103401 Constructive 0.597 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This will be your most popular video because we’re all tired of them being here. Never thought you’d do a video here 😭
This will be your most popular video because we’re all tired of them being here. Never thought you’d do a video here 😭
Identity Attack0.01565665
Insult0.0279513
Profanity0.057443913
Threat0.012699619
Severe Toxicity0.006752014
Low Tox 0.14256015 Low Con 0.286 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some …
Pretty sure they exactly know why they're in Canada, to seek better life and it is completely disrespectful to lie about it in front of the cameras and expect anyone to accept you later. Some say they just love themselves too much but I'd rather say they are straight out lying about their real motives all the time.
Identity Attack0.04538634
Insult0.06826523
Profanity0.015010698
Threat0.0067898775
Severe Toxicity0.0022697449
Low Tox 0.14256015 Constructive 0.573 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something …
As an Indian living in India, I’d say it was your country’s government’s problem and mistake, similar to what the UK is doing now. Aside from government or policies, Indians immigrating to Canada is something that dates back to the British era, when Britain sent a group of Indians, specifically Sikhs, for security or labor work in Canada. This started the trend of Sikhs (turban-wearing ones) moving there. In modern times, the West was richer in terms of education and infra compared to Asia, which attracted many normal students and families immigrants also. Canada and America were built by immigrants, but now things are saturated, which I understand, and that’s where the resentment comes from. The majority Sikh state ( punjab) in India is still behind in development and job wise cooperation, and the historical pattern from the British era of moving to Canada for a better life has become a norm for many young people there. The close, collaborative nature of Sikhs—like a cousin in Canada inviting another cousin from India to come over, open a shop, work together, or share housing—is another reason many don’t hesitate to immigrate. These are some of the reasons behind mass immigration from India. Now, with saturation, the resentment toward immigration has grown. India itself faces issues with immigrants who live off our taxes, take rights meant for native children, and abuse policies, laws, or the environment. At least Canada has better-off immigrants—educated and contributing to the economy. While some may depend on taxes, most are hardworking and self-sufficient; otherwise, Canada’s economy would have collapsed by now. In end i can understand the hatred but you guys should stop this yourselves - not hunting them but prevent more.
Identity Attack0.11280017
Insult0.047935467
Profanity0.017504321
Threat0.0074048014
Severe Toxicity0.0031280518
Low Tox 0.13041082 Constructive 0.817 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. …
Without Jesus Christ, bringing in millions of people who worship evil will bring anyplace down. Thankfully the Holy Spirit dwells in temple's of flesh and not building's. I would be worried about this around me. G_d bless everyone.
Identity Attack0.068465814
Insult0.030926194
Profanity0.019553876
Threat0.008362788
Severe Toxicity0.0033569336
Low Tox 0.12260055 Constructive 0.609
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue that Canadians currently have is that the people who come here from other countries don't adapt to our way of life and learn our culture and our values and that doesn't mean that you have to stop practicing your values or your religion all Canadians are asking for is respect for how we live in this country end the other biggest thing to that is to me extremely disrespectful if you've been here for more than three years you should be able to speak English like a Canadian and everything should be able to understand you and if you can't do that then that is just flat out disrespectful and rude because if I came to your country and after 3 years I still didn't speak your language or spoke it very poorly you would think the same thing you'd find it extremely rude so do any immigrants reading this understand we have no issue with you guys being here just adopt to our way of life our way of life and learn how to speak English
Identity Attack0.10221587
Insult0.0573046
Profanity0.021535112
Threat0.007793174
Severe Toxicity0.004386902
Low Tox 0.11912931 Constructive 0.812 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’d buy this guy a beer lol 4:45
I’d buy this guy a beer lol 4:45
Identity Attack0.010729378
Insult0.030265106
Profanity0.06145202
Threat0.012854968
Severe Toxicity0.0062561035
Low Tox 0.1182615 Moderate Con 0.401 Meta_Commentary
Jan 28, 2026 3 likes Inside Canada's Indian Invasion...
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government …
When government leaders focus on population and economic growth that's usually is a sign that they aren't balancing the budget correctly. They're trying to increase tax revenue without increasing taxes. I'd look closer at government corruption. Overpopulation destroys the environment. Canada is one of the few places on earth that still has an environment. Russia and Australia are the other ones. Russia's strategy is to look sort of like an ogre and it's too cold. Australia's strategy is to look like they harbor too many dangerous animals and the land is too arid. Canada's strategy is to keep higher taxes than the USA and it's too cold. People tend to gravitate toward lower tax and warmer places. Fewer people is better, it doesn't matter what their race is. I did notice the Indians he talked to were patriotic to their adoptive country, that's a good sign. Host nations like when the new people assimilate.
Identity Attack0.022590388
Insult0.06459839
Profanity0.020783609
Threat0.007819066
Severe Toxicity0.0024032593
Low Tox 0.112953395 Constructive 0.711
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Hey maybe Canadians aren't so bad. I'd gladly annex that guy on the bike.
Identity Attack0.051808115
Insult0.033680726
Profanity0.017982552
Threat0.021645326
Severe Toxicity0.003566742
Low Tox 0.112540044 Moderate Con 0.423 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in …
Immigration law practice: a lucrative business! If walls had ears, I'm convinced we'd learn some fascinating things about the kinds of discussions one can overhear in immigration law firms, particularly regarding the words put in migrants' mouths to facilitate their entry into Canada.
Identity Attack0.061130337
Insult0.03235855
Profanity0.013200258
Threat0.008311004
Severe Toxicity0.0024223328
Low Tox 0.11109332 Constructive 0.542 Unverified_Claim
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
the close up on the flip flops :D
the close up on the flip flops :D
Identity Attack0.004920715
Insult0.021803947
Profanity0.079025
Threat0.010964886
Severe Toxicity0.0050735474
Low Tox 0.10913446 Moderate Con 0.304 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is …
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is Canada, where two people making the average income will never own a home and spend more than half their income on basics. That guy probably makes 50k a year. But is riding a bicycle in winter.
Identity Attack0.014953227
Insult0.060927123
Profanity0.012380436
Threat0.006874025
Severe Toxicity0.0021076202
Low Tox 0.10783285 Constructive 0.666 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
A paid for by you (tax payers thx govt) Trojan horse’d in the continuation of The Crusades.
Identity Attack0.007214582
Insult0.039737478
Profanity0.018392462
Threat0.008531082
Severe Toxicity0.0028038025
Low Tox 0.10653123 Low Con 0.1 Unverified_Claim
Aug 26, 2025 Why Canadians Are Turning Against …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. …
I found it telling that Michelle confidently quoted the wrong number (79,000) and, when Aiesha corrected her with the accurate figure (47,000), she immediately switched gears to “Where are they?” rather than owning the mistake. That dodge makes me question her judgment. It feels like she’s leaning into fear‑mongering language that easily panics people who aren’t paying attention to nuance — which, sadly, describes most of this comment section. Also, did you see the reply to the Filipino student who voiced frustration? “You guys make up some of the most cleanest restaurants I’ve ever been to.” That kind of response speaks to a lack of respect for international students. To many in the Canadian workforce, international students and migrants are treated as disposable labor — steered toward low‑ and middle‑income jobs. Yes, fraud should be dealt with, but it’s lazy and unfair to claim that all Indians or international students come here through fraud. If that logic ruled, we’d have to start deporting every non‑Indigenous person — which ignores the whole reality of colonization.
Identity Attack0.0052166977
Insult0.0573046
Profanity0.016035475
Threat0.0066798385
Severe Toxicity0.0014972687
Low Tox 0.104361884 Constructive 0.804 Policy_Critique
Oct 9, 2025 IRCC Names India in Study …
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the …
As someone with no political preferences and hate both left and right Ive observed that the left dont seem to ever eem answer a question with an answer that makes sense in relation to the initial question. Rarely you'd see that on the right.
Identity Attack0.030175667
Insult0.031807642
Profanity0.015181494
Threat0.0074565844
Severe Toxicity0.0017547607
Low Tox 0.104361884 Constructive 0.589 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Identity Attack0.032753747
Insult0.022319598
Profanity0.016479544
Threat0.009929225
Severe Toxicity0.0038528442
Low Tox 0.10175867 Low Con 0.166 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You are just printing money and content for Asmongold :D
You are just printing money and content for Asmongold :D
Identity Attack0.0060676485
Insult0.03070583
Profanity0.02973333
Threat0.0068869707
Severe Toxicity0.002632141
Low Tox 0.1013248 Low Con 0.15 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
Identity Attack0.052944973
Insult0.02193286
Profanity0.016957775
Threat0.006861079
Severe Toxicity0.0024414062
Low Tox 0.1013248 Moderate Con 0.394 Economic_Argument
Sep 10, 2025 How much do refugees and …
If I wanted to live in India, I'd move to India...
If I wanted to live in India, I'd move to India...
Identity Attack0.078392304
Insult0.019483518
Profanity0.02208166
Threat0.008401625
Severe Toxicity0.0032997131
Low Tox 0.10002319 Moderate Con 0.359 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
Identity Attack0.07094744
Insult0.023221988
Profanity0.016616182
Threat0.007793174
Severe Toxicity0.002746582
Low Tox 0.09828771 Low Con 0.294 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . …
Thank you all for speaking common sense . I miss Laurie’s comments but I get it .he is nearly as old as me I think ! Trouble is the voting liberals aren’t watching this . On that note the current liberal party is not really liberal and the old voters don’t realize the Conservative Party is much closer to center than the liberals and the liberal left are smart enough to keep them voting . IF A LIBERAL FROM 1960 SHOWED UP IN 2025 HE'D BE CONSIDERED A CONSERVATIVE IF A LIBERAL FROM 2025 SHOWED UP IN 1960 HE'D BE CONSIDERED A DANGEROUS LUNATIC
Identity Attack0.016159095
Insult0.045007613
Profanity0.017162729
Threat0.0070552654
Severe Toxicity0.0020313263
Low Tox 0.09611836 Constructive 0.682 Comparative_Framing
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I’d be egging that giant statue everyday.
I’d be egging that giant statue everyday.
Identity Attack0.006474625
Insult0.016784932
Profanity0.036401358
Threat0.026307223
Severe Toxicity0.0038528442
Low Tox 0.09394901 Moderate Con 0.371 Call_To_Action
Jan 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.