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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: "If your country is so …" 3,912 comments · Page 130 of 157
Please leave for your respective countries as Canada cannot afford to have more immigrants. The healthcare education economy and infrastructure cannot bear the burden. Thank you
Please leave for your respective countries as Canada cannot afford to have more immigrants. The healthcare education economy and infrastructure cannot bear the burden. Thank you
Identity Attack0.058401883
Insult0.02425329
Profanity0.010501678
Threat0.0066927844
Severe Toxicity0.00207901
Low Tox 0.09741997 Moderate Con 0.36
Jan 17, 2026 2.9 million Canadian temporary visas …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the reason for war over there.
Identity Attack0.04796442
Insult0.020063626
Profanity0.012585391
Threat0.009644418
Severe Toxicity0.0026130676
Low Tox 0.09741997 Constructive 0.541 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
multiculturalism is beautiful, i pray our government can find a more sustainable way to continue growing our country, and hopefully bring an end to all this racial tension.
Identity Attack0.08500996
Insult0.015872927
Profanity0.024131214
Threat0.010809537
Severe Toxicity0.0039100647
Low Tox 0.09741997 Constructive 0.583
Sep 18, 2025 22 likes Inside Canada's Indian Metropolis (Brampton)
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
They should make it so immigrants are legally required to go to a school to integrate with the culture of the country they are going too.
Identity Attack0.0775651
Insult0.019934712
Profanity0.015659723
Threat0.007327127
Severe Toxicity0.0021457672
Low Tox 0.09741997 Low Con 0.266 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Take it down it’s nice or should be allowed here. This is a Catholic country.
Take it down it’s nice or should be allowed here. This is a Catholic country.
Identity Attack0.06795148
Insult0.018129934
Profanity0.017162729
Threat0.008492245
Severe Toxicity0.0030899048
Low Tox 0.0969861 Moderate Con 0.317 Identity_Assertion
Jan 30, 2026 Inside Canada's Indian Invasion...
Ah yes, my home country of Chindiada!
Ah yes, my home country of Chindiada!
Identity Attack0.068465814
Insult0.020192537
Profanity0.02249157
Threat0.0074565844
Severe Toxicity0.004043579
Low Tox 0.0969861 Moderate Con 0.35 Humor_Satire
Feb 10, 2026 Inside Canada's Indian Invasion...
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the …
As an Indian I am shocked too! Unchecked immigration? How is the mass immigration helping Canada? These illegal colleges created just for immigration, these are open secrets, why these are not tackled? Being in the tech industry I thought I could get PR relatively easily. But everyday I am seeing stories about people moving to western countries, beating the system, not paying taxes - how does that even work?
Identity Attack0.05976611
Insult0.02567133
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.002002716
Low Tox 0.09655223 Constructive 0.658 Policy_Critique
Oct 14, 2025 Inside Canada's Indian Metropolis (Brampton)
East Coast Canadian here. Thankfully the non existent provinces beyond eastern Quebec are thankful it's not as bad here. The majority of TimHorton's & Wendy's employees are flown into the Charlottetown airport, housed & trained …
East Coast Canadian here. Thankfully the non existent provinces beyond eastern Quebec are thankful it's not as bad here. The majority of TimHorton's & Wendy's employees are flown into the Charlottetown airport, housed & trained on site & then spreadout across the country from there. The Government is paying the majority of their minimum wage and business owners pay pennies for them! They will also work more hours than others. Our own people are being ignored when they apply for jobs so that its not considered discrimination. They can easily claim the immigrants applied first.
Identity Attack0.016963007
Insult0.04383647
Profanity0.017299367
Threat0.00666042
Severe Toxicity0.0022792816
Low Tox 0.09655223 Constructive 0.779
Jan 27, 2026 Inside Canada's Indian Invasion...
Not wanting your country to be overpopulated by other countries is common sense, nobody wants to live in tent cities
Not wanting your country to be overpopulated by other countries is common sense, nobody wants to live in tent cities
Identity Attack0.051126
Insult0.01929015
Profanity0.014839902
Threat0.0073789097
Severe Toxicity0.002374649
Low Tox 0.09655223 Low Con 0.235 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are …
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are now Canadians
Identity Attack0.07425626
Insult0.025284592
Profanity0.011765569
Threat0.006420923
Severe Toxicity0.001783371
Low Tox 0.09611836 Moderate Con 0.408 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Just how many immigrants are marrying into the country or taking advantage of our country’s generous laws by having children, and birthing citizens, here? The number should be a lot higher than 300.
Identity Attack0.072601855
Insult0.019999169
Profanity0.012141321
Threat0.006925808
Severe Toxicity0.0021076202
Low Tox 0.09611836 Moderate Con 0.316 Question
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a …
Segregation—whether by income, race, or religion—is deeply embedded across North America. In many ways, it defines how communities are formed. People are often drawn to this continent precisely because they believe they can find a place where they feel they belong—whether it's a gated community with an average household income of $250,000, or a neighborhood where Italian is predominantly spoken. With the exception of Indigenous peoples, everyone here has settled on land that once belonged to someone else, reshaping it to fit their own culture and needs. In Canada, this dynamic is particularly visible. It’s one of the easiest countries in the world to migrate to—whether through official channels or otherwise—largely due to historically lenient laws. Beyond immigration, Canada faces deeper systemic challenges. From weak enforcement around serious crimes to broader identity issues, the country may be in need of a serious re-evaluation. At its core, Canada must ask itself what it stands for, and what kind of nation it wants to be.
Identity Attack0.06704199
Insult0.02425329
Profanity0.027137227
Threat0.00967031
Severe Toxicity0.0031280518
Low Tox 0.09568449 Constructive 0.672 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Blame immigration for issuing student permit to a particular country when they know that more than half of these colleges are only there to earn money and their educational curriculum are not up to standard.
Identity Attack0.055673428
Insult0.023221988
Profanity0.011577694
Threat0.006550381
Severe Toxicity0.0015640259
Low Tox 0.09568449 Low Con 0.278
Sep 28, 2025 141 likes IRCC Names India in Study …
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want …
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want to change the culture of this country to impose your on. This is not right. This has gone to far.
Identity Attack0.04951127
Insult0.026702631
Profanity0.012722028
Threat0.0065115434
Severe Toxicity0.001745224
Low Tox 0.09525062 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate …
Well, if you don't have refugee claimants status in Canada. I'm unfortunately, you don't have the right to be here. That's why I think that deportation of non citizen within the country would be appropriate to force.
Identity Attack0.055218685
Insult0.021288296
Profanity0.011082385
Threat0.0083886795
Severe Toxicity0.002117157
Low Tox 0.09481675 Constructive 0.67 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
How can you not have an answer? Your communities and country is enhanced through immigration. Just as it was when you and your (most likely) British ancestors arrived there. Ask yourself.... is this about immigration …
How can you not have an answer? Your communities and country is enhanced through immigration. Just as it was when you and your (most likely) British ancestors arrived there. Ask yourself.... is this about immigration or colour? I think the latter.
Identity Attack0.05612817
Insult0.019999169
Profanity0.011628932
Threat0.006194372
Severe Toxicity0.0018978119
Low Tox 0.09481675 Constructive 0.667 Moral_Argument
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
What is the message here? This guy has a conflict of interest.We don’t need more immigrants. We have large numbers of unemployed or under employed young Canadians who can do the work. A immigration moratorium …
What is the message here? This guy has a conflict of interest.We don’t need more immigrants. We have large numbers of unemployed or under employed young Canadians who can do the work. A immigration moratorium is required until the country gets its’s financial house in order.
Identity Attack0.055218685
Insult0.026058068
Profanity0.010552917
Threat0.0065956907
Severe Toxicity0.001964569
Low Tox 0.09481675 Constructive 0.516 Policy_Critique
Jan 19, 2026 8 likes Why Canada’s immigration system has …
What's there to think about when it comes to sending law enforcement to enforce the law? Soft men creating hard times for everyone is exactly what's wrong with this country.
What's there to think about when it comes to sending law enforcement to enforce the law? Soft men creating hard times for everyone is exactly what's wrong with this country.
Identity Attack0.009434453
Insult0.03522326
Profanity0.013371054
Threat0.0066733654
Severe Toxicity0.001335144
Low Tox 0.09481675 Moderate Con 0.352 Policy_Critique
Feb 3, 2026 2.9 million Canadian temporary visas …
OMG ty for covering this as the country I was born in is lost.
OMG ty for covering this as the country I was born in is lost.
Identity Attack0.016963007
Insult0.023479814
Profanity0.021876704
Threat0.0078449575
Severe Toxicity0.0025939941
Low Tox 0.09481675 Constructive 0.51 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
it is so impossible to live in Canada now! We need the country back! I don't even know why there are so many of them! spreading population in Canada
Identity Attack0.04822223
Insult0.024897853
Profanity0.01402008
Threat0.007262398
Severe Toxicity0.002670288
Low Tox 0.09438288 Moderate Con 0.495 Fear_Threat
Nov 3, 2025 IRCC Names India in Study …
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Not agsint immagration but too many too fast from 1 country had causeed damage and made it unaffordable for people that have been herr for generations....heslth care is collapsed too...
Identity Attack0.028628819
Insult0.02708937
Profanity0.013336895
Threat0.007068211
Severe Toxicity0.0019359589
Low Tox 0.09394901 Constructive 0.55 Economic_Argument
Feb 28, 2026 Inside Canada's Indian Invasion...
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any …
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any problem they should blame there government because before these people all that place which is not built was merely dust and at the same time the crime which has increased because of these people I stand against that too
Identity Attack0.023796257
Insult0.024382202
Profanity0.020510335
Threat0.008556974
Severe Toxicity0.0021839142
Low Tox 0.09394901 Constructive 0.618 Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to …
We need to be asylum seekers in are our own Country from our own Hostel Government and Collect 7000 a month to live that's how expensive living is in Canada and what Canada give to the immigrants while the Government cuts our program to pay for the immigrants only giving us 1/3 the immigrants get Also when Quality of life is so low we cant afford to have children
Identity Attack0.056582913
Insult0.02373764
Profanity0.010074687
Threat0.006550381
Severe Toxicity0.002002716
Low Tox 0.09394901 Constructive 0.558 Economic_Argument
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
Immigration part doesn’t go far enough. You won’t even recognize this country or its waterways in 25 years.
Immigration part doesn’t go far enough. You won’t even recognize this country or its waterways in 25 years.
Identity Attack0.041261412
Insult0.020321451
Profanity0.011680172
Threat0.007521313
Severe Toxicity0.0019359589
Low Tox 0.09394901 Low Con 0.243
Jan 17, 2026 Canada’s new rules in 2026

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.