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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: "As a Canadian living in …" 435 comments · Page 15 of 18
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration …
Quebecer here who has lived all over the world. Never received or demanded help from any foreign country. Today's youth are very entitled. Give the important sector jobs to Canadians who are being bypassed. Immigration used to be fair and well vetted. Time to stop the woke / Lib rules
Identity Attack0.039714564
Insult0.036545437
Profanity0.012141321
Threat0.006304411
Severe Toxicity0.0016880035
Low Tox 0.10175867 Constructive 0.634
Nov 23, 2025 12 likes Quebec Ends Economic Immigration Program …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster …
Liberals are using immigration to build up voters hence why the give these people better living conditions than Canadians, give businesses incentives to hire them over Canadian born and even give them better and faster healthcare while the tax payer dies waiting to get life threatening surgeries.
Identity Attack0.04048799
Insult0.02657372
Profanity0.012038844
Threat0.011586283
Severe Toxicity0.0025367737
Low Tox 0.1013248 Moderate Con 0.426 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I’m a Canadian living in US , I hope I don’t get deported to Canada 😂
I’m a Canadian living in US , I hope I don’t get deported to Canada 😂
Identity Attack0.061130337
Insult0.02103047
Profanity0.015967157
Threat0.0072365063
Severe Toxicity0.0022697449
Low Tox 0.10089093 Moderate Con 0.434 Humor_Satire
Jan 11, 2026 Deportations From Canada at Their …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken …
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken vacations or time off. The system has failed me tremendously. I was denied second stage and transitional housing 3 times with out reason. I was discharged from shelters where I was the only one working on my betterment while others continued with poor habits such as depression, laziness and addictions. I wish I had political power because boy oh boy, things would change drastically.
Identity Attack0.019977676
Insult0.038566336
Profanity0.019622196
Threat0.00713294
Severe Toxicity0.0022792816
Low Tox 0.09785384 Constructive 0.775
Aug 28, 2025 13 likes Why Canadians Are Turning Against …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual "Canadians".
Identity Attack0.07673789
Insult0.027841117
Profanity0.010365041
Threat0.006136116
Severe Toxicity0.0018882751
Low Tox 0.09741997 Moderate Con 0.336 Identity_Assertion
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
Are there 800k Canadians living in India? The West needs to wake up fast.
Are there 800k Canadians living in India? The West needs to wake up fast.
Identity Attack0.061130337
Insult0.025026767
Profanity0.012551232
Threat0.00789674
Severe Toxicity0.002784729
Low Tox 0.09741997 Low Con 0.192
Sep 22, 2025 307 likes Inside Canada's Indian Metropolis (Brampton)
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant …
I Might Start a Go Fundme for Myself For being Canadian LMFAO in 2026 Government Helps Them More then Born and Raised Canadians that worked there whole lives to contribute to Canadian Values but cant even afford Rent,Groceries and Medication. Especially us here in Ontario! It Really needs to Change its Already so far Gone🤢
Identity Attack0.03249594
Insult0.027476108
Profanity0.021398475
Threat0.006550381
Severe Toxicity0.0028419495
Low Tox 0.0969861 Moderate Con 0.448 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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...
Your job as a canadian what ever background is to protect it at whatever cost. Pr live under Sharia law spoken by a 1st generation immigrant
Your job as a canadian what ever background is to protect it at whatever cost. Pr live under Sharia law spoken by a 1st generation immigrant
Identity Attack0.060220852
Insult0.02618698
Profanity0.01220964
Threat0.006317357
Severe Toxicity0.002193451
Low Tox 0.09351514 Moderate Con 0.397 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and they wouldn't believe me when I was showing pictures of how I was treated.. I'm 27 with a 9 yr old still living with my parent because I can't afford to find a place when I can't find a full time job. AND IV APPLIED AT MCDONALD'S, ALL RETAIL/FOOD. The government won't help my disabled dad even tho he's disabled from working for 35+ years
Identity Attack0.034816213
Insult0.032248367
Profanity0.017777596
Threat0.0072106146
Severe Toxicity0.0029754639
Low Tox 0.09351514 Constructive 0.806
Aug 27, 2025 Why Canadians Are Turning Against …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. …
I understand. Cause you guys were living in an authentic cultures since young schools work everything. But now. And Trump said like he bought Canada 51 States. Maybe it's a solution. I have no idea. Unless there's a leader in your country exactly expertised capitalism and figures that way a new economic model which determines a soul of New Canada? And that extremely justice a fair communication English profiles in Canadian community which everyone loves and accepts in conditions every races old residents new immigrants feel that comfortable no one argues about.
Identity Attack0.020781586
Insult0.035443626
Profanity0.016821137
Threat0.006757513
Severe Toxicity0.0021839142
Low Tox 0.09033044 Constructive 0.712 Comparative_Framing
Oct 13, 2025 Inside Canada's Indian Metropolis (Brampton)
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, I'm not from Ontario. I live in a small town up north, so i dont reguarly see immigrants/people from different ethnic backgrounds.
Identity Attack0.10221587
Insult0.019419061
Profanity0.013678487
Threat0.006420923
Severe Toxicity0.0018119812
Low Tox 0.08874765 Constructive 0.773 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It is difficult and it would be far easier if there were just so many Canadians here that none of us have to adapt or learn a new language but could simply live in an insular community of Canadians and transplant our own culture here. When I go back to Canada I see that that is exactly what has happened there.
Identity Attack0.04564415
Insult0.030595649
Profanity0.01579636
Threat0.006097279
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.757 Personal_Narrative
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe …
To be honest this is something all political party’s from across the spectrum agree with in Canada at the moment, we literally have no housing . We the Canadian Tax payer have been footing rbe bill to keeo these immigrants/ refugees in rather nice 3/4 Hotles for the last few years . I’m a farmer who lives in the county but the closest city to where I live is Windsor and for the last 4 ish year the Government was hosting them in Five Hotel's across the city . It got to the point where it was cheaper for the government to BUY the hotels then rent all the rooms , so that’s what they did … No I’m all for helping people but that is kinda pushing it don’t you think ? There are no jobs for them , no homes for them , etc . We have been in a trade war for the last 2 years with the two largest economies in the world and we need to focus our economic power on thous conflicts at the moment and if the world like it or not fighting that is out top priority and everything else comes second .Even with out that fact Our former government overloaded what our ability’s where capable of handling . We have a pretty advanced social care network but these new folks who have never payed a dime into it and are living off of it for years with the government having no real plan on how to deal with it is just to much , with our with out the economic conflict we are currently in . The facts are the facts and we live in reality, anyways you guys all have a good one , cheers .
Identity Attack0.031206898
Insult0.030926194
Profanity0.019348921
Threat0.006977591
Severe Toxicity0.0024318695
Low Tox 0.08479069 Constructive 0.816 Policy_Critique
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of dollars spent elsewhere could be spent on the people where it was taken from in the beginning. Canadians could be not living under the poverty rate or homeless or this opioid addiction do you know how much the medication cost for suboxone or methadone 375 a month. Meanwhile the cost for a prescription of hydromorphone cast 130 to 150 a month. So sick of how much money goes on this big opioid crisis and how much it could be helped. Housing homelessness could be solved. The list goes on the billions of dollars could help the Canadian people's. Mental health is at an all-time high what do you think people are going to do soon mabe look at the fires that happened purposely. Or soon to be homegrown terrorists. All because of spending tax money carelessly add not giving the citizens what they deserve. Sad butt it's inedible.
Identity Attack0.034816213
Insult0.028942931
Profanity0.013780965
Threat0.006861079
Severe Toxicity0.002117157
Low Tox 0.08320791 Constructive 0.721
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become a Canadian? A significant portion of people living in Canada are first/second/third generation Canadians and so, how do we classify these people, are they immigrants or are they not? And what of their parents/grandparents who immigrated, are they? It's very important to note that without their ancestor parents, all these first/second/third gen Canadians will not be here and they are now 'Canadians' today because we had pro-immigration laws. Also, the idea of accessing services is by itself, very problematic. I spent the first 4 years of my life here paying high tuition fees as well as tax that are used to subsidize fellow Canadians' tuition fees yet I'm not able to access any government services. Following graduation, I worked as a worker on visa where my tax was no less than an average Canadian yet government services were very much inaccessible to me. It was only after I became permanent resident, that somehow everything suddenly became available to me. I have been tax paying 6-7 years before I became a PR here yet all those years, I wasn't able to access a single thing yet somehow, after I became PR, I'm eligible for everything? The tax argument doesn't make sense at all. I will be eligible to apply for citizenship in like a year and does that mean now I am one of you, Canadians?
Identity Attack0.060220852
Insult0.025155678
Profanity0.012926984
Threat0.006861079
Severe Toxicity0.002002716
Low Tox 0.08320791 Constructive 0.865
Oct 25, 2017 4 likes How much do refugees and …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. The truth about refugees aftermath is that, the large majority of refugees in Canada coming originally from third world countries, live on Social Assistance for several years, some for life, knowing that the Canadian government will provide for them anything they need (Ironically there are very few statistics on this matter and no statistics at all since 2015, when the current government was elected).
Identity Attack0.04048799
Insult0.029053112
Profanity0.015625564
Threat0.006602164
Severe Toxicity0.0020503998
Low Tox 0.081625134 Constructive 0.635
Oct 15, 2019 2 likes How much do refugees and …
Importing votes. Hthe Laurentian Libetal elites don't have to live with the consequences, secure in their gated Canadian communites and Florida/Arizona condos.
Importing votes. Hthe Laurentian Libetal elites don't have to live with the consequences, secure in their gated Canadian communites and Florida/Arizona condos.
Identity Attack0.028016793
Insult0.030375287
Profanity0.012107162
Threat0.007301235
Severe Toxicity0.0019454956
Low Tox 0.08004235 Low Con 0.17 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this …
What is happening in Brampton today resembles, in a historical sense, what Europeans once did to Native Americans—establishing dominance through demographic change, reshaping local culture, and creating parallel social structures. The difference is that this time it is happening through modern immigration and citizenship policies rather than conquest. Brampton is increasingly becoming Indian-dominant, not because of organic assimilation, but because Canadian government policies have allowed unchecked immigration, easy pathways to citizenship, and weak enforcement against illegal overstays. This demographic shift is a direct consequence of Canadian governance decisions, not the actions of immigrants alone. It is also important to acknowledge an uncomfortable reality: while many Indians in Brampton are hardworking, skilled, and law-abiding, there are individuals living there who are reportedly facing criminal charges or are wanted in India, yet continue to remain abroad due to legal loopholes, slow extradition processes, or a lack of coordination between governments. Ignoring this issue only undermines trust and accountability. Ultimately, the responsibility lies with the Canadian government. Citizenship is granted by Canada, not India. If Brampton is changing rapidly in its cultural and demographic makeup, it is because policymakers chose growth without proper planning, enforcement, or integration. History shows that when governments ignore demographic balance and social cohesion, long-term consequences follow—regardless of which group is involved.
Identity Attack0.04538634
Insult0.0279513
Profanity0.013985921
Threat0.0074436385
Severe Toxicity0.0020599365
Low Tox 0.079250954 Constructive 0.67
Jan 4, 2026 Inside Canada's Indian Metropolis (Brampton)
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. …
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. I just hope that someday we can all live in harmony and equality. I don't know what my future holds I may be living in a ditch. Companies misuse the immigration program for Fortune workers therefore leaving us Canadians without jobs not just the young but also people in their twenties and their thirties and their 40s. True for those immigrants who speak up for us in such a kind-hearted way thank you
Identity Attack0.032753747
Insult0.029604018
Profanity0.015420608
Threat0.0071588317
Severe Toxicity0.0018596649
Low Tox 0.07845957 Constructive 0.81
Nov 18, 2025 1 likes Why Canadians Are Turning Against …
As a teen Pakistani Canadian who was born in Canada I totally agree, to move countries is to adapt to new ways of living, new values and respecting lands on which they inhabit. Indians mostly …
As a teen Pakistani Canadian who was born in Canada I totally agree, to move countries is to adapt to new ways of living, new values and respecting lands on which they inhabit. Indians mostly come here and start living the way they used to effectively turning Canada into new India… all I’m saying is I don’t mind respectful people but if you come here acting like it’s your motherland you need to learn to respect the culture and land here.
Identity Attack0.06385879
Insult0.021868404
Profanity0.013576009
Threat0.006479179
Severe Toxicity0.0021457672
Low Tox 0.07845957 Constructive 0.782 Personal_Narrative
Mar 1, 2026 Inside Canada's Indian Invasion...
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per child, rent assist..Canadians don't get them why should these people who come out expecting to live for free
Identity Attack0.033269364
Insult0.025284592
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0018405914
Low Tox 0.07687678 Constructive 0.618
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have …
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have to take a loan for education. Another issue is the fake letters of admission.
Identity Attack0.033784978
Insult0.028722567
Profanity0.0103992
Threat0.005971058
Severe Toxicity0.0012397766
Low Tox 0.07608539 Moderate Con 0.46
Jan 15, 2026 29 likes 2.9 million Canadian temporary visas …

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.