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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: "US is the same" 1,175 comments · Page 35 of 47
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Yes that's right trudeau called Us and now disrespecting
Yes that's right trudeau called Us and now disrespecting
Identity Attack0.00899048
Insult0.0623257
Profanity0.013405213
Threat0.007068211
Severe Toxicity0.0016975403
Low Tox 0.119997114 Moderate Con 0.406 Policy_Critique
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones so things aren’t gonna go well for the first generation so I hope to see change in the next, but I really hate the racism. Because at the end of the day, this world belongs to all of us. I’m married to a Punjab. And I’m very thankful I met him feel like a lot of Canadian men. Have become victims to the red pill ideology or cell phones are really just becoming a part of their ideologies. Indian families bring back real love and authenticity. My only problem is the criminals that are coming into the country that are hurting people when we already have enough problems in our own country.
Identity Attack0.10221587
Insult0.046764325
Profanity0.035900343
Threat0.008919456
Severe Toxicity0.0045394897
Low Tox 0.119997114 Constructive 0.799 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Guy on the bike😂 no but fr our governments are failing us
Guy on the bike😂 no but fr our governments are failing us
Identity Attack0.013043936
Insult0.04442204
Profanity0.035900343
Threat0.00866054
Severe Toxicity0.0028038025
Low Tox 0.11912931 Low Con 0.297 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a chance to build a better life, then it is your responsibility to contribute positively to that country. Instead, some people are involved in illegal activities, and because of this, many truly talented Indian students are suffering.”
Identity Attack0.10221587
Insult0.034672357
Profanity0.019075647
Threat0.007637825
Severe Toxicity0.0028038025
Low Tox 0.11912931 Constructive 0.67 Personal_Narrative
Jan 12, 2026 1 likes IRCC Names India in Study …
Best case scenario, it will take us 20-30 years to bring the immigration numbers to sustainable levels, and to restore the faith in the system. But realistically, the mess Liberals created, will impact us for …
Best case scenario, it will take us 20-30 years to bring the immigration numbers to sustainable levels, and to restore the faith in the system. But realistically, the mess Liberals created, will impact us for generations to come.
Identity Attack0.04667538
Insult0.061451588
Profanity0.015420608
Threat0.007197669
Severe Toxicity0.0023269653
Low Tox 0.1182615 Constructive 0.532 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
Work vest guy saying the truths I can't even say in public in the US without everyone screaming at me.
Work vest guy saying the truths I can't even say in public in the US without everyone screaming at me.
Identity Attack0.015757138
Insult0.05086332
Profanity0.024199532
Threat0.009359611
Severe Toxicity0.0024604797
Low Tox 0.11652588 Moderate Con 0.458
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian liberals are tearing us apart by creating massive identity groups, rather than bringing us together into a common culture. The deterioration is real.
Canadian liberals are tearing us apart by creating massive identity groups, rather than bringing us together into a common culture. The deterioration is real.
Identity Attack0.07094744
Insult0.05086332
Profanity0.012073003
Threat0.0074048014
Severe Toxicity0.0023269653
Low Tox 0.11652588 Moderate Con 0.353
Oct 12, 2025 Why Canadians Are Turning Against …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We paid taxes from the day one that made us true Canadian citizens. Which I’m a very proud of. In my street two houses own by East Indians They don’t take care of their properties like us taking care of our property. Should I assimilate in to there’s way of life ? Or they should assimilate into our society? The answer to this question is very simple . Assimilate to our way of life or move back to India.
Identity Attack0.10221587
Insult0.04383647
Profanity0.016001316
Threat0.00713294
Severe Toxicity0.0034332275
Low Tox 0.11652588 Constructive 0.733
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
They came to india and show us route of British Empire 😅😅😅
They came to india and show us route of British Empire 😅😅😅
Identity Attack0.10221587
Insult0.026960457
Profanity0.041912504
Threat0.011612174
Severe Toxicity0.005760193
Low Tox 0.115658075 Low Con 0.245 Humor_Satire
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem …
I'm Canadian. I've spend my entire adult life involved with everything immigration. I have no problem with immigration which to me is people moving. It offers great people and great things. I have a problem with women and children abused, in violence and almost killed and our resources which are suppose to help protect the men coming here doing this because as immigrants they have value and so support anything they do to innocent people here because they have more worth as human beings than people born, raised and who lived here all their lives. Two lives viciously destroyed to protect someone sick with hate who is chronic woman hater and abuser but he must be respected for it. As someone immersed all their life in "culture" domestic violence is not culture as in immigration it's abuse and a crisis brought here and then force by law respect for it when it is already here bc it is a planet problem. For people without a lifetime of knowledge you would be shocked if knew what people think and say about us living here and what they believe from complete ignorance. It is a belief everything is owed to make lives bigger and better for them above everyone else bc they suffered somewhere else but the assumption is every person in Canada had the opportunity born here that all people should be rich and if anyone is under that standard they deserve nothing and it should be given to everyone coming in. It is understood in some groups the purpose and wants of Canadian women is providing free services to immigrant men because this is how all Canadian women chose to live as women. The expectation of women is back to the stone age to obey, speak when given permission and respect abuse. Our authorities now back that up. Don't believe me you can see evidence. We are being forced by law to change. How many persons with criminal records are here in past decade was that recent news report? There's good and bad but if you don't respect the bad then see what happens to you because suddenly you will the bad one as a Canadian so be prepared to respect and appreciate everything you spent a lifetime believing you didn't have to. Some people could write an encyclopedia of wild and bizarre things and opinions and expectations of the views others have of life here and it would make most here all their lives want to flee and leave. There are two opposite meanings of what respect is. It amounts to respect them and everything bad and disrespectful to us or we have no respect any other names. This includes not one specific culture but numerous ones and I am referring to a different one than referenced in this video. Respect divided into two opposite meanings, ignorance, lack of care, abuse, hate and so many things which our government is permitting to happen and people are losing their physical lives and becoming physically and mentally ill and it is directly related to destroying Canadians living here, killing them to force a message of change of respects and persons need to die to force it.
Identity Attack0.07673789
Insult0.03599453
Profanity0.028230323
Threat0.045895394
Severe Toxicity0.00579834
Low Tox 0.115658075 Constructive 0.83
Aug 28, 2025 Why Canadians Are Turning Against …
People want reduced numbers but dealing with existing temporary workers needs a just solution . Canada lacks the space. Two thirds of the population live within 62 miles of the US border! You go little …
People want reduced numbers but dealing with existing temporary workers needs a just solution . Canada lacks the space. Two thirds of the population live within 62 miles of the US border! You go little north and life will be miserable and unbearable. —- PM Carney is a rational man. The numbers need to be managed. New entrants specially reduced, but I don’t know about those in the country already. It’s like they got hoodwinked.
Identity Attack0.013646871
Insult0.06739554
Profanity0.016616182
Threat0.007832011
Severe Toxicity0.0022125244
Low Tox 0.11479026 Constructive 0.784 Policy_Critique
Feb 11, 2026 Canada's tighter immigration policy divides …
A lot of migrants come to the US to work, in any kind of job,,,from cutting the grass to selling fruits and corn in the corners. VS .... a lot of Americans doesn’t want to …
A lot of migrants come to the US to work, in any kind of job,,,from cutting the grass to selling fruits and corn in the corners. VS .... a lot of Americans doesn’t want to work in anything ...I wonder why....???
Identity Attack0.10221587
Insult0.026702631
Profanity0.012414595
Threat0.0064468146
Severe Toxicity0.0024223328
Low Tox 0.11479026 Moderate Con 0.473
May 3, 2019 How much do refugees and …
Not just Brampton or where it’s obvious..In my college class it’s 95% Indian and even in a group project they speak Hindi not English n exclude others openly- even after the prof says not to..total …
Not just Brampton or where it’s obvious..In my college class it’s 95% Indian and even in a group project they speak Hindi not English n exclude others openly- even after the prof says not to..total imbalance n no assimilation..even for us who are immigrants but speak English n assimilate
Identity Attack0.10221587
Insult0.03412145
Profanity0.017504321
Threat0.0067057298
Severe Toxicity0.0031089783
Low Tox 0.11440011 Constructive 0.623 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
justin trudo messed us up
justin trudo messed us up
Identity Attack0.0076215584
Insult0.05964688
Profanity0.030138692
Threat0.00780612
Severe Toxicity0.0025367737
Low Tox 0.11440011 Low Con 0.252 Policy_Critique
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
Our so called leaders have criminally let down Canadians! A complete giveaway without Assimilation requirements? How does this benefit Canada or our social system. They’ve contributed nothing all on assistance from funds and programs designed …
Our so called leaders have criminally let down Canadians! A complete giveaway without Assimilation requirements? How does this benefit Canada or our social system. They’ve contributed nothing all on assistance from funds and programs designed to support us Canadian citizens. 🤬…
Identity Attack0.038167715
Insult0.054962315
Profanity0.014054239
Threat0.0077284453
Severe Toxicity0.0023937225
Low Tox 0.11429678 Moderate Con 0.42
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Everything done to natives was permitted, But immigration is not to us
Everything done to natives was permitted, But immigration is not to us
Identity Attack0.10221587
Insult0.023479814
Profanity0.019075647
Threat0.0072106146
Severe Toxicity0.0029945374
Low Tox 0.11419344 Low Con 0.179
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working …
As someone who is born in Canada as an Indian. This is absolutely sad to here. I want the best for Canadians who are born and raised here. I have 10 years of experience working in the nation I was raised and I am having some people have my job who aren't even fit for the job. It makes no sense to me. Our wages have stalled due to international students for a better life, but at the end I want money just like other Canadians who have been here for ages. Also we need to end why our government allows lucrative hiring contracts overseas for cheaper positions in certain degrees and diplomas. In addition, why are all of our call centers placed all over the world. From Africa, south east Asia, South Asia. Those jobs can be available here. We can have a decomcratic country if our country didn't care about just "growth" we didn't need more immigration. We needed systematic change in government, schools, common sense, I could go on. I think us as Canadians don't know how corrupt the world really is. Look at other countries and how they work. It's lucrative essentives to benefit only certain people. I would rather have our tax payer money be used to fix the system. My dad's been here since the 1980s and he is sad for everyone. This is a loss on both ends. We didn't create new universities, new highways to support the population, no hospitals, new schools. I remember when my class sizes were 18 to 20 kids. We need change, not radical because we were never that. Let's do what we do best and be Canadians for us first.
Identity Attack0.09410924
Insult0.04383647
Profanity0.019758832
Threat0.0074306927
Severe Toxicity0.0032806396
Low Tox 0.11419344 Constructive 0.85 Personal_Narrative
Oct 1, 2025 1 likes IRCC Names India in Study …
Big business lobbying got us here, the liberals don't ever really put out a policy statement like other parties do. They really don't stand for anything. That has always been the problem, they are the …
Big business lobbying got us here, the liberals don't ever really put out a policy statement like other parties do. They really don't stand for anything. That has always been the problem, they are the "whats trending now" party. No clear core values, campaign on one thing, do another, that is why they are untrustworthy .
Identity Attack0.017063495
Insult0.06739554
Profanity0.013712646
Threat0.0064532873
Severe Toxicity0.0016403198
Low Tox 0.1140901 Moderate Con 0.404
Jun 19, 2025 1 likes How Canada broke its immigration …
Driving in Brampton reminds me of when I used to spend time in the DR 30 years ago. We slowed down & even stopped at green lights to avoid T boning our friends running reds. …
Driving in Brampton reminds me of when I used to spend time in the DR 30 years ago. We slowed down & even stopped at green lights to avoid T boning our friends running reds. Back then the police were happy to ignore you may be intoxicated for $10 US and a sip from your rum. What a world.
Identity Attack0.012441003
Insult0.06023245
Profanity0.017436003
Threat0.008272167
Severe Toxicity0.0024795532
Low Tox 0.11398677 Constructive 0.644 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Don't believe it, what happened to the students? Also, the same people who made the problem are saying "trust us bro" we are fixing things....get outta here.
Don't believe it, what happened to the students? Also, the same people who made the problem are saying "trust us bro" we are fixing things....get outta here.
Identity Attack0.007214582
Insult0.035443626
Profanity0.02126184
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11398677 Moderate Con 0.341
Dec 30, 2025 Deportations From Canada at Their …
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
Identity Attack0.055673428
Insult0.045593183
Profanity0.015215653
Threat0.0066733654
Severe Toxicity0.0023651123
Low Tox 0.11388343 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 per cent of residents rated quality of life in Brampton as good or very good.” So the quality of life decrease is minimal and the article cites public safety, crime, and affordability of housing as concerns, but doesn’t specify Indian immigration as being the reason nor the racist implications that Tyler is trying to get at.. This is a classic correlation doesn’t mean causation example. If you read further into that article, people generally say that the quality of life is overall better compared to their survey in 2019. Straight up, Tyler here is cherry-picking data as a means of pushing the right wing narrative that Indians are bad and fueling hatred for them when the real reason is lack of better reform or change from the Canadian govt and Canadas corporations. Not that different from the US tbh.
Identity Attack0.1015541
Insult0.03827355
Profanity0.01402008
Threat0.0072235605
Severe Toxicity0.002670288
Low Tox 0.11378009 Constructive 0.673
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not enough. So we have to feed them for 5-10 years before they contribute? I WANT PAID VACATION IN HAWAII TOO WITH EVERYTHING INCLUDED. Why am I not getting it? I've never spent 1.5 years not working and I'm 38 years old. WTH
Identity Attack0.049989145
Insult0.033680726
Profanity0.069969244
Threat0.0068999166
Severe Toxicity0.0038146973
Low Tox 0.11357342 Constructive 0.73 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are doing it is far superiors the way the US does it. They actually try to determine if you're going to be a detriment to the society you're moving into. For example, if you are unable to prove that you won't be financially reliant on the state, they won't let you in. There are probably exceptions for refugees.
Identity Attack0.08583717
Insult0.046178754
Profanity0.018529098
Threat0.0076637166
Severe Toxicity0.0032424927
Low Tox 0.11347008 Constructive 0.687
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.