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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: "I am an immigrant too. …" 3,653 comments · Page 106 of 147
Okay, now do China because they have been mass immigrating to Canada as well as people coming from India.
Okay, now do China because they have been mass immigrating to Canada as well as people coming from India.
Identity Attack0.11976352
Insult0.02657372
Profanity0.015147334
Threat0.006653947
Severe Toxicity0.0029182434
Low Tox 0.123468354 Moderate Con 0.326 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
People who against immigration, they don't know , if immigrants not came here , how you could get social welfare.
People who against immigration, they don't know , if immigrants not came here , how you could get social welfare.
Identity Attack0.10221587
Insult0.029053112
Profanity0.012961143
Threat0.006822242
Severe Toxicity0.002708435
Low Tox 0.12260055 Moderate Con 0.391 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
"We don't have them" -Guy who works in an office and profits from both legal and illegal immigrants
"We don't have them" -Guy who works in an office and profits from both legal and illegal immigrants
Identity Attack0.10221587
Insult0.033239998
Profanity0.012551232
Threat0.0062526283
Severe Toxicity0.0021076202
Low Tox 0.12260055 Moderate Con 0.309 Policy_Critique
Jan 20, 2026 1 likes Why Canada’s immigration system has …
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in …
I have only one question.. why is the government allowing them into the country ? What is the reason and who is it benefiting??? As I commented before , my parents came to Canada in 1966 I was just a baby , Canada had endless jobs in manufacturing, and especially in the construction sector , I will say that immigrants back then , Italians , and Portuguese really built this country , the men and women worked sometimes two jobs , no hand out from the government , no sick days , Canada was beautiful growing up , .. that’s how I remember it , other immigrants followed , from Poland , and then the Indians started to come in by the 80”s .. fast forward to now , I’m embarrassed of our country , it’s disgraceful and disgusting, the transition from back then to now , I feel like I’m living in India , dirty , scammers , gangs , thief’s , murders , ignorant , entitlement; disrespectful etc .. facts , one thing that I can’t wrap my head around is the language barrier , why are these people working in customer service ? Why are they dealing with the public ??? Why are they in the health care industry, nurses , doctors etc , when they can’t speak the language???? Why are they accepted in these highly skilled positions? Just because you have the skill ? Isn’t knowing the language and being able to communicate a requirement regardless what job you have ? Why is the government allowing them in this country and then paying for them to have all these resources available to them ? Why ?? We need to start helping the people that have contributed to this country , that paid taxes and their dues FIRST … we do not have enough affordable housing , jobs , hospitals ,etc .Canada has falling , they are a financial strain on this country , it needs to STOP.. this isn’t the 60”s anymore Canada is to the max , no opportunity here anymore , send them back !
Identity Attack0.06249457
Insult0.05964688
Profanity0.018324144
Threat0.0072106146
Severe Toxicity0.0032043457
Low Tox 0.12260055 Constructive 0.724
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. …
See the issue with multi culturalism is that “like people” tend to stick with “like people”. It’s human nature… for instance, when I go to school or the break room- I sit with my friends. I interact with, socialize outside of the current setting - because that’s where we are comfortable. Everyone in life chooses to be comfortable, as it’s better. When we mass immigrate (especially from one country) we can’t be surprised that this happens. Of course Indian people do business, socialize, real estate, etc… with other Indian people. It’s what they are comfortable with. I think mass immigration is an awful idea and a culture that doesn’t encourage assimilation and chooses multi culturalism will find that it’ll no longer be multicultural- as the new dominate culture in Canada will be Punjabi.
Identity Attack0.104676254
Insult0.034341812
Profanity0.028776871
Threat0.00746953
Severe Toxicity0.0037765503
Low Tox 0.12260055 Constructive 0.695 Policy_Critique
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
And it's not even multi-culturism, all those immigrants (500k per year), are from india...
And it's not even multi-culturism, all those immigrants (500k per year), are from india...
Identity Attack0.1444726
Insult0.026960457
Profanity0.016616182
Threat0.006427396
Severe Toxicity0.0030136108
Low Tox 0.12260055 Low Con 0.291 Unverified_Claim
Jan 6, 2026 1 likes New rules, regulations take effect …
And Canadians voted again for the same liberal party that made this mess in the first place. I have nothing against immigrants and immigration but we need to respect each other’s religion and culture and …
And Canadians voted again for the same liberal party that made this mess in the first place. I have nothing against immigrants and immigration but we need to respect each other’s religion and culture and we should not impose our views on others. I believe in practicing your religion and act upon your values, as long as you are not bothering others, while doing so. The government has really messed up beautiful Canada, within this past decade. So sad
Identity Attack0.07094744
Insult0.053791173
Profanity0.011902207
Threat0.006162008
Severe Toxicity0.0017356873
Low Tox 0.12260055 Constructive 0.771
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
TFW completely destroyed the Canadian job market. Canadian companies would rather use the program than hire local Canadian workers or young workers who are looking for there first job opportunity and gain experience. I respect …
TFW completely destroyed the Canadian job market. Canadian companies would rather use the program than hire local Canadian workers or young workers who are looking for there first job opportunity and gain experience. I respect immigrants who come to Canada, contribute to the community and economy and are willing to leave their culture in the past and adapt to our culture and language. I don’t respect immigrants who refuse to adapt to our language and culture. You’re in Canada, it’s either English and French, stop speaking Punjabi everywhere because we all can’t stand it, especially in businesses. Canada has a major immigration problem at this point. It’s not racist when it’s true. The truth is on film and everyone sees it. Canadians deserve better than what is happening right now. All we want is opportunities and opportunities to buy homes and have families. But the Canadian government would rather bend over to the Punjabi’s. What a disgrace!!
Identity Attack0.07508347
Insult0.04910661
Profanity0.014293353
Threat0.007870848
Severe Toxicity0.002784729
Low Tox 0.121732734 Constructive 0.654 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.❤
Identity Attack0.09162762
Insult0.04910661
Profanity0.015932998
Threat0.0067769317
Severe Toxicity0.0029182434
Low Tox 0.121732734 Constructive 0.787 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS …
It's possible these marriages aren't ALL fakes. Consider, a lot of immigrants are under SO MUCH STRESS such that THEY PROGRESS SO RAPIDLY, that if they are only married for 5 months, it IS AS IF the couple has been married 40 years and the co-repondent gets pulled forward in the exact same way psychologically. IR, TIME MOVES FORWARD.
Identity Attack0.09824528
Insult0.035443626
Profanity0.018392462
Threat0.0067057298
Severe Toxicity0.0030136108
Low Tox 0.12086493 Constructive 0.588 Personal_Narrative
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably …
Tyler, thank you for doing more to expose the horrendous immigration and related fraud activities throughout the country more than any of the major news networks. Truly, the American and Canadian media complex is probably more involved in covering up these activities than anything.
Identity Attack0.043839492
Insult0.0638991
Profanity0.011458136
Threat0.006647474
Severe Toxicity0.0022125244
Low Tox 0.12086493 Moderate Con 0.477
Jan 27, 2026 Inside Canada's Indian Invasion...
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
what Candians can do ???? when Canadian Goverment want Immigrants...and they want to give them PR...then how things will resolve..
Identity Attack0.10221587
Insult0.028281843
Profanity0.014122557
Threat0.0072882893
Severe Toxicity0.0029563904
Low Tox 0.12086493 Low Con 0.298 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot …
So what it's costing taxpayers...what do you think gov't support of border hopping migrants, immigrants, and south asian business owners abusing the temp foreign worker program and milking it is doing...it's costing taxpayers a lot more than these deportations. Let's ramp up the deportations, let's ramp up stripping citizenship from new canadians convicted of federal crimes....
Identity Attack0.10221587
Insult0.033901088
Profanity0.012073003
Threat0.0104988385
Severe Toxicity0.0032424927
Low Tox 0.12086493 Constructive 0.529 Economic_Argument
Dec 30, 2025 Deportations From Canada at Their …
We didn’t vote liberal back in… the immigrants voted liberals back in
We didn’t vote liberal back in… the immigrants voted liberals back in
Identity Attack0.10221587
Insult0.029273475
Profanity0.016137952
Threat0.0066668927
Severe Toxicity0.0024223328
Low Tox 0.12086493 Low Con 0.261
Aug 26, 2025 Why Canadians Are Turning Against …
Shut down the immigration and promote family expansion, decrease feminism and promote men’s protection, eliminate prostitution, family courts should ban rewarding divorcing women from alimony and child supports, etc etc etc…..
Shut down the immigration and promote family expansion, decrease feminism and promote men’s protection, eliminate prostitution, family courts should ban rewarding divorcing women from alimony and child supports, etc etc etc…..
Identity Attack0.06955689
Insult0.006576534
Profanity0.0006169016
Threat0.0028437478
Severe Toxicity0.00022481022
Low Tox 0.12034753 Call_To_Action
Apr 14, 2025
Because of immigrants Canada is able to pay social security to the homeless and the old people. Indians are also paying the 35% tax like everyone
Because of immigrants Canada is able to pay social security to the homeless and the old people. Indians are also paying the 35% tax like everyone
Identity Attack0.13591312
Insult0.028612386
Profanity0.013371054
Threat0.005867492
Severe Toxicity0.002670288
Low Tox 0.119997114 Moderate Con 0.462 Economic_Argument
Feb 18, 2026 Inside Canada's Indian Invasion...
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs …
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs for him coz company hires international students and mostly from that country.😢
Identity Attack0.10221587
Insult0.030375287
Profanity0.011577694
Threat0.006220264
Severe Toxicity0.0028419495
Low Tox 0.119997114 Constructive 0.606
Sep 30, 2025 IRCC Names India in Study …
They allow the immigrants to bring their elderly ones that is bordering the system.
They allow the immigrants to bring their elderly ones that is bordering the system.
Identity Attack0.10221587
Insult0.030044744
Profanity0.01490822
Threat0.007534259
Severe Toxicity0.0026893616
Low Tox 0.119997114 Low Con 0.287
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
We only need good immigrants
We only need good immigrants
Identity Attack0.09741807
Insult0.024768941
Profanity0.01941724
Threat0.008582866
Severe Toxicity0.004310608
Low Tox 0.119997114 Low Con 0.25 Policy_Critique
Feb 25, 2026 Inside Canada's Indian Invasion...
Immigration in the West has to be stopped it can no longer go on, Rome wasn't meant to fall yet it did quicker than expected !
Immigration in the West has to be stopped it can no longer go on, Rome wasn't meant to fall yet it did quicker than expected !
Identity Attack0.08500996
Insult0.026058068
Profanity0.016411226
Threat0.009799767
Severe Toxicity0.0038909912
Low Tox 0.119997114 Low Con 0.273 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Protecting the integrity of ypur immigration policy is NOT racist, it's commonsense!
Protecting the integrity of ypur immigration policy is NOT racist, it's commonsense!
Identity Attack0.07012023
Insult0.033901088
Profanity0.015830519
Threat0.0064144502
Severe Toxicity0.0026893616
Low Tox 0.119997114 Moderate Con 0.424
Sep 29, 2025 IRCC Names India in Study …
WEF - AGENDA 2030 MASS IMMIGRATION.
WEF - AGENDA 2030 MASS IMMIGRATION.
Identity Attack0.08583717
Insult0.03235855
Profanity0.023721304
Threat0.009178371
Severe Toxicity0.013478675
Low Tox 0.11912931 Low Con 0.104
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Syracuse NY. We have Burmese, Somalis, Bosnians, Vietnamese,..since the 90s tons of refugees and immigrants from Pakistan and Egypt and syria
Syracuse NY. We have Burmese, Somalis, Bosnians, Vietnamese,..since the 90s tons of refugees and immigrants from Pakistan and Egypt and syria
Identity Attack0.11860296
Insult0.027218282
Profanity0.017436003
Threat0.0074436385
Severe Toxicity0.0035858154
Low Tox 0.11912931 Constructive 0.575
Jan 27, 2026 Inside Canada's Indian Invasion...
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 live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
I live close to Bramledash. The houses are apparently cheap, but I would never live there. They need to stop immigration immediately!
Identity Attack0.083355546
Insult0.026444806
Profanity0.013166099
Threat0.009696201
Severe Toxicity0.002784729
Low Tox 0.1182615 Constructive 0.568 Call_To_Action
Sep 20, 2025 20 likes Inside Canada's Indian Metropolis (Brampton)

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.