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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 #}

Comment Explorer

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Active: "Because the Canadian government is …" 663 comments · Page 15 of 27
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
What a Tragedy the Caste discrimination is growing in Canada Canadian government should pass law in their constitution to ban Caste discrimination because Indian people practice Casteism wherever they live, work and breath
Identity Attack0.2816105
Insult0.06529768
Profanity0.016547862
Threat0.0072106146
Severe Toxicity0.0048828125
Low Tox 0.23523538 Moderate Con 0.376 Policy_Critique
Sep 19, 2025 263 likes Inside Canada's Indian Metropolis (Brampton)
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house in a land where I was born they up the house prices and have no respect for Canada
Identity Attack0.2781757
Insult0.07270074
Profanity0.015010698
Threat0.0065568537
Severe Toxicity0.0049209595
Low Tox 0.23415339 Constructive 0.512
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of …
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of the Liberal government. America gave these cases ten years to see if they would leave where as Canada gave just a few months. Just another example of Liberals putting the interests of non citizens above citizens.
Identity Attack0.12735364
Insult0.15556364
Profanity0.013951761
Threat0.011042561
Severe Toxicity0.004749298
Low Tox 0.23415339 Moderate Con 0.444 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Because Liberal government did not plan properly Let millions of immigrants in while not planning housing and medical Care Canadian keep voting in liberal It is Canadian's fault
Identity Attack0.23770751
Insult0.07745308
Profanity0.01354185
Threat0.007521313
Severe Toxicity0.004463196
Low Tox 0.23271075 Low Con 0.289
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
such a failure of Canadian government
such a failure of Canadian government
Identity Attack0.10221587
Insult0.15556364
Profanity0.019007329
Threat0.006815769
Severe Toxicity0.0037956238
Low Tox 0.23198941 Low Con 0.232
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the people. Large majority of them came here legally and frankly are stuck here because of the investments and loans they've taken to come to this country. Blame your government for obviously chasing quick returns rather than working towards a better future for Canadians.
Identity Attack0.17925262
Insult0.1087965
Profanity0.013405213
Threat0.0067769317
Severe Toxicity0.0046157837
Low Tox 0.23198941 Constructive 0.583 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your hometown in India, it should look like Canada. End this madness.
Identity Attack0.1714862
Insult0.10148193
Profanity0.024677763
Threat0.0089712385
Severe Toxicity0.004005432
Low Tox 0.23162876 Constructive 0.504
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
Identity Attack0.11744241
Insult0.0820023
Profanity0.022696527
Threat0.013702838
Severe Toxicity0.006752014
Low Tox 0.2312681 Low Con 0.241 Unverified_Claim
Aug 25, 2025 34 likes Why Canadians Are Turning Against …
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
The Canadian government thinks im going to pay OSAP back for actually trying to balance school and life just to fail miserably because the teacher couldn't speak English.
Identity Attack0.030691283
Insult0.16124763
Profanity0.035649836
Threat0.007262398
Severe Toxicity0.003528595
Low Tox 0.22846605 Moderate Con 0.423
Sep 19, 2025 45 likes Inside Canada's Indian Metropolis (Brampton)
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, and I visit many nursing and retirement homes. It feels extremely disrespectful when immigrant workers speak only in their own languages even when others around them don’t understand. Just a few days ago, I was in a park and witnessed someone spitting red tobacco all over a tree trunk. This kind of behaviour is unacceptable in Canada. We came here for better opportunities and a better life, so it should be our responsibility to respect the culture and the public spaces here. I genuinely believe the government needs to be stricter about who they allow in. Canada doesn’t need people who refuse to integrate or who create a nuisance in public. Diversity is about sharing and respecting each other, not about ignoring Canadian values or lowering public standards. If someone is not willing to respect this country and its culture, then maybe Canada is not the place for them.
Identity Attack0.20878418
Insult0.08582769
Profanity0.03464781
Threat0.0091524795
Severe Toxicity0.005645752
Low Tox 0.22579013 Constructive 0.764
Aug 25, 2025 111 likes Why Canadians Are Turning Against …
As a Canadian citizen, our government is giving them way too much. They are changing the rules and laws to cater towards the Indian Invasion. While real Canadian citizens are left in the dark.
As a Canadian citizen, our government is giving them way too much. They are changing the rules and laws to cater towards the Indian Invasion. While real Canadian citizens are left in the dark.
Identity Attack0.23391083
Insult0.07840354
Profanity0.017162729
Threat0.0078449575
Severe Toxicity0.0051498413
Low Tox 0.22579013 Moderate Con 0.454 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Prison for there crimes canadians are done with the government
Prison for there crimes canadians are done with the government
Identity Attack0.1808059
Insult0.077136256
Profanity0.01579636
Threat0.023026628
Severe Toxicity0.00667572
Low Tox 0.22311419 Low Con 0.154
Sep 29, 2025 IRCC Names India in Study …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Identity Attack0.2127345
Insult0.07808672
Profanity0.01535229
Threat0.007068211
Severe Toxicity0.0063705444
Low Tox 0.22043827 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
Identity Attack0.1808059
Insult0.07491849
Profanity0.01490822
Threat0.029415153
Severe Toxicity0.005607605
Low Tox 0.21374844 Moderate Con 0.393 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government …
Lets be clear, Canadians arent turning against immigrants. Canadians never agreed to have so many immigrants enter the country that our culture, economy, housing, and safety are all destroyed. We've been betrayed by our government and our boomers.
Identity Attack0.16159154
Insult0.083359696
Profanity0.014634945
Threat0.008919456
Severe Toxicity0.0046539307
Low Tox 0.21107252 Constructive 0.587
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in …
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in to suppress the wage growth.
Identity Attack0.10293542
Insult0.10294484
Profanity0.019690514
Threat0.006815769
Severe Toxicity0.003929138
Low Tox 0.21107252 Moderate Con 0.338 Policy_Critique
Feb 4, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect …
You know, I am an immigrant myself but I have always have had a beef how other immigrants act all entitled. Immigrating is like going to live in another people's house, you have to respect the rules of that house. I hate people trying to change the rules to their convenience. I know a lot of immigrants just living off the system, I work 2 jobs and the day I was laid off I refused to collect EI out of self respect, why because I knew I could find another job. But many is like they are looking forward to get laid off or fired to collect government benefits. I couldn't believe that the police and military actually modified their customs to allow Indians to wear turbant. I applaud the people that requested in Ontario to do not wear any religious stuff, because people is only Canadian when is convenient, when not they are Muslims, Indians, etc. that's total BS you are Canadian? act like one, be one all the time; if not go back wherever you came from don't bring more problems to a place that already has more than enough
Identity Attack0.16587129
Insult0.07840354
Profanity0.08225787
Threat0.009411395
Severe Toxicity0.0065994263
Low Tox 0.21107252 Constructive 0.715 Personal_Narrative
Sep 9, 2025 Why Canadians Are Turning Against …
Presenting like government of India is involved in it, very biased and misguided. It's agents and Canadian education institutions hand in gloves showing glorious Canadian dream and fooling students but yes, it's not criminal because …
Presenting like government of India is involved in it, very biased and misguided. It's agents and Canadian education institutions hand in gloves showing glorious Canadian dream and fooling students but yes, it's not criminal because it's their people involved!
Identity Attack0.10221587
Insult0.14331897
Profanity0.019212283
Threat0.008052089
Severe Toxicity0.0042152405
Low Tox 0.21107252 Moderate Con 0.369
Sep 27, 2025 1 likes IRCC Names India in Study …
Yo that ending is crazy. They've been using canadian numbers on WhatsApp because canadians do not use "whatsapp" They was using my number for crying out loud Our government is helping.
Yo that ending is crazy. They've been using canadian numbers on WhatsApp because canadians do not use "whatsapp" They was using my number for crying out loud Our government is helping.
Identity Attack0.06795148
Insult0.14150882
Profanity0.025634222
Threat0.007081157
Severe Toxicity0.004081726
Low Tox 0.20839658 Constructive 0.632 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? …
50000!! a year, people with one child get 1000 a month, and do they get Child tax? I just dont understand how Canada/ America can just keep bringing allowing so many people can keep coming?? Or wont we just be a place just like the places they are trying to leave?? Also a payment to set up your house??? LOL. I knew a single Mom who left an abusive relationship.. ( born in Canada) and you know what the government in BC gave her to help her set up her house?!! A used bed!!!Thats all,, oh and a crisis grant for $40! If she needed more than the 1000$ pre month! This is a complete joke! We need to look after Canadians first, or we wont have healthcare and become a 3rd world country too!!
Identity Attack0.06340405
Insult0.097093195
Profanity0.043165036
Threat0.00899713
Severe Toxicity0.0073623657
Low Tox 0.20705862 Constructive 0.657
Feb 9, 2019 How much do refugees and …
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. …
The issue with Canada is that, when Europeans came here, they didn't integrate with native Indians, didn't accept their traditions/lanuages but brought their own European culture/traditions and languages and named it as a Canadian Culture. The reason why Europenas were able to take over the whole Canada and impose English and French language is that European culture was strong, then brown/black/asian people are moved to Canada and they are brought their own culture/languages, but the brown culture really stood up and sustained because their culture was strong like europeans and more of them are still coming. the history is repeating itself because of politicians in power. People on the both sides are not willing to listen the other side, for example, citizens think that international students are creating the a here, doing cash jobs but they don't see that this coutntry that charged them $9k/term tution fees can't even provide them a job forcing them to work illigally and commit crimes, and on the other side Internation students think that citizens hate us because they are brown but big NO citizens are frustrated because they have no jobs and immigrants are not integrating themselves among other communities. Higher unemployment = higher crime = more = higher division among people, ALL THIS IS HAPPENING BECAUSE THE GOVERNMENT IS ALLOWING.
Identity Attack0.2783691
Insult0.0670459
Profanity0.027683776
Threat0.007819066
Severe Toxicity0.0063705444
Low Tox 0.20572066 Constructive 0.74
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada isn't for Canadians is for other people. Canadians are just a source of income for the government to waste resources on their ideological pandering propaganda
Canada isn't for Canadians is for other people. Canadians are just a source of income for the government to waste resources on their ideological pandering propaganda
Identity Attack0.18391247
Insult0.0808917
Profanity0.013029462
Threat0.007094103
Severe Toxicity0.00415802
Low Tox 0.20335422 Low Con 0.191 Identity_Assertion
Nov 21, 2025 3 likes Thousands of refugees allowed into …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They …
The government was lying all along. The influx of these migrants are a net loss for Canadians. We don’t need 2.9 million to come change our society. It’s almost 8% of our total population. They are here to replace us, not to strengthen us.
Identity Attack0.116281845
Insult0.08582769
Profanity0.014805742
Threat0.00713294
Severe Toxicity0.0038337708
Low Tox 0.20312156 Moderate Con 0.412 Fear_Threat
Feb 18, 2026 2.9 million Canadian temporary visas …
Not Good enough ...need to Triple that number ...deport Criminals and send Students back as their main intentions are to obtain PR and A Canadian Passport...All this caused due to a negligence and Carelessness of …
Not Good enough ...need to Triple that number ...deport Criminals and send Students back as their main intentions are to obtain PR and A Canadian Passport...All this caused due to a negligence and Carelessness of The Treadue Government
Identity Attack0.03919895
Insult0.15627414
Profanity0.014566627
Threat0.010835429
Severe Toxicity0.0037765503
Low Tox 0.20312156 Low Con 0.285
Dec 31, 2025 Deportations From Canada at Their …

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.