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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: "This is even more of …" 1,418 comments · Page 45 of 57
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church …
When I moved here 7 years ago, Canada felt like heaven. People were respectful, culture was strong, even Tims had great customer service. I was eager to adapt, made Canadian friends, worked in a church Downtown, Barrie to assimilate. Now it feels totally different, more chaotic almost third world in parts. Honestly, I don’t blame immigrants, I blame the laws. They’re too soft, and people take advantage. Refugee protection, settlement aid, multiculturalism sounds welcoming on paper, but in practice, they’re dragging the country down.
Identity Attack0.06476828
Insult0.04207976
Profanity0.019212283
Threat0.006699257
Severe Toxicity0.002937317
Low Tox 0.11098998 Constructive 0.78
Aug 25, 2025 65 likes Why Canadians Are Turning Against …
As an Indian from the Caribbean I can’t even argue with that 😭
As an Indian from the Caribbean I can’t even argue with that 😭
Identity Attack0.08666438
Insult0.023221988
Profanity0.029460056
Threat0.0068416605
Severe Toxicity0.003376007
Low Tox 0.11088664 Moderate Con 0.47 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I was born and raised in Canada. I went to a walk in clinic and was rejected. They told me they only take immigrants. I felt so hopeless. Their clinic was empty, compared to other …
I was born and raised in Canada. I went to a walk in clinic and was rejected. They told me they only take immigrants. I felt so hopeless. Their clinic was empty, compared to other walk in clincs that reach capacity before they even open their doors.
Identity Attack0.07425626
Insult0.031807642
Profanity0.013644327
Threat0.0072753434
Severe Toxicity0.0024318695
Low Tox 0.11088664 Constructive 0.661
Aug 26, 2025 Why Canadians Are Turning Against …
This is incredible… some flavour needed in Canada. Also don’t blame people or immigrants. It’s like saying Amish folks are doing the same thing or even native First Nations.
This is incredible… some flavour needed in Canada. Also don’t blame people or immigrants. It’s like saying Amish folks are doing the same thing or even native First Nations.
Identity Attack0.099072486
Insult0.027730936
Profanity0.012414595
Threat0.006272047
Severe Toxicity0.00207901
Low Tox 0.11057663 Constructive 0.591
Oct 10, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Please come to Australia (Sydney or Melbourne) to shed light on the situation here. It may be even worse than Canada.
Identity Attack0.068465814
Insult0.030154925
Profanity0.01174849
Threat0.008712323
Severe Toxicity0.0024414062
Low Tox 0.11057663 Constructive 0.536 Call_To_Action
Jan 27, 2026 34 likes Inside Canada's Indian Invasion...
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl …
The real problem is not just people, it’s the Canadian immigration system and the loopholes IRCC has left wide open. In Punjab and other parts of India, wealthy families are arranging marriages where a girl with IELTS comes to Canada, then calls her husband here. Many of these are nothing more than contract marriages, where once the boy arrives, they go their separate ways. This is blatant abuse of the system and has created a wave of people entering Canada without even basic English skills. IRCC needs to wake up and fix this. Students on study or work visas must not be allowed to bring their spouses. If someone wants to come, let them take an English test themselves and prove they’re qualified. Study permits should only be issued for genuine university students, not random private colleges being used as back doors into the country. On top of that, no work permits should be given while on a study visa. Employers who hire students illegally on cash as cheap labour should face strict penalties, heavy fines, and blacklisting. Until these loopholes are closed, Canada’s immigration system will continue to be exploited and lose credibility. IRCC, this is not immigration — this is fraud facilitated by weak laws.
Identity Attack0.05089863
Insult0.045007613
Profanity0.015147334
Threat0.0071070488
Severe Toxicity0.0025558472
Low Tox 0.1104733 Constructive 0.664 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
We need English competency tests immigrants (and possibly a French as well). Many immigrants speak broken basic English and have difficulty with even intermediate English skills. If I wanted to move to Italy, I should …
We need English competency tests immigrants (and possibly a French as well). Many immigrants speak broken basic English and have difficulty with even intermediate English skills. If I wanted to move to Italy, I should be able to speak a certain standard of Italian.
Identity Attack0.10221587
Insult0.029273475
Profanity0.014566627
Threat0.0069905366
Severe Toxicity0.0025177002
Low Tox 0.1104733 Constructive 0.582
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening …
I just watched Tucker’s interview with the man that made the documentary “Replacing Europe” and it was very eye opening! Even if you are not a fan, I encourage you to watch. This is happening all over!! Apparently, many places in Europe can’t even build a military because they don’t have anyone to actually fight for Europe due to them all being migrants. Lots of other interesting things I didn’t know. Honestly, it’s kind of heartbreaking to see such beautiful places changed so drastically and becoming so dangerous for everyone. Nothing against the good people, but unfortunately it is not the majority. So much corruption exposed and it goes all the way to the top in every government involved! 💔💔💔
Identity Attack0.057492398
Insult0.034562174
Profanity0.034146797
Threat0.009877442
Severe Toxicity0.004005432
Low Tox 0.11036996 Constructive 0.758
Jan 27, 2026 Inside Canada's Indian Invasion...
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid …
Break down from a Canadian who moved to the US. Basically, Indians moved to Brampton because it was a cheaper area, yet close enough to Toronto. Immigrants drove taxi or drove truck usually were paid in cash, leading to tax evaluation. So they were able to save more... They were able to buy a bigger house for cheaper basically. New immigrants move to Brampton probably cause it easier. They don't need to assimilate as much as they sued to. They can speak their own language, not have to learn another, etc. You can actually see certain immigrant groups take to certain cities for the reasons above. Vaughn is Italian, Etobicoke was multi cultural, now Somalian(last I visited), sauga is Arab, etc The universities are a big scam, and the govt is part of it. They don't care cause they get money.... People create these fake colleges and bring in students. Students have "online" classes and so they don't actually go in . In Canada ur allowed to work 20 hours as a student, but all work more under the table. And yes. As a Punjabi, there is too many Indians. It was too many when I left. Worse now.. don't even like visiting Canada anymore unless I go to Barrie or something.
Identity Attack0.08500996
Insult0.033239998
Profanity0.016342908
Threat0.0069516995
Severe Toxicity0.0026893616
Low Tox 0.11036996 Constructive 0.761 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is propaganda served up by Trudeau's government to try and silence media with any form of criticism towards Immigration, especially handing out $600 million in payments to social and news media who would not …
This is propaganda served up by Trudeau's government to try and silence media with any form of criticism towards Immigration, especially handing out $600 million in payments to social and news media who would not question and only speak favorably on the influx of migrants to Canada. Luckily most Canadians are very aware of what's going on, Trudeau is unilaterally telling Canadians we have to pay for a mass exodus of economic migrants into Canada without a single debate in parliament or even a word to the Canadian people about this horrible idea.
Identity Attack0.031980325
Insult0.054376744
Profanity0.0138151245
Threat0.007819066
Severe Toxicity0.0024604797
Low Tox 0.1100022 Constructive 0.569
Jan 11, 2019 How much do refugees and …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs …
Yes, My Husband and I are shocked. We noticed that there are so many Indian Nationals when we visited Vancouver BC (2023) and Toronto (2024). There everywhere, even at the airport. Most of the TSAs are Indian nationals too.
Identity Attack0.10815793
Insult0.023479814
Profanity0.014498309
Threat0.006686311
Severe Toxicity0.0025177002
Low Tox 0.10956833 Constructive 0.737 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
There's something missing here. I don't understand why people from abroad are being treated as though they are above and special. People from Canada don't even have clear pathways made for them to get wherever …
There's something missing here. I don't understand why people from abroad are being treated as though they are above and special. People from Canada don't even have clear pathways made for them to get wherever each of our aims are. What about investing in ones own citizens? What am I missing? The news presents these stories in an offensive way which fuels annoyance towards incoming. We know you're not a number but why do you have such an entitlement attitude, why do you think you deserve anything from us and why do you think you deserve to get when it means a Canadian will suffer?
Identity Attack0.043839492
Insult0.045593183
Profanity0.015864678
Threat0.007327127
Severe Toxicity0.0024414062
Low Tox 0.10956833 Constructive 0.734
Nov 22, 2025 Quebec Ends Economic Immigration Program …
Its unacceptable to issue 350.000 visa on single country that we don't even have border with immigration should be totaled freezed except humanitarian issues next 10 years. We already have enough immigrants.
Its unacceptable to issue 350.000 visa on single country that we don't even have border with immigration should be totaled freezed except humanitarian issues next 10 years. We already have enough immigrants.
Identity Attack0.06340405
Insult0.024124376
Profanity0.012722028
Threat0.00866054
Severe Toxicity0.0026512146
Low Tox 0.10913446 Moderate Con 0.5 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. …
Canada presents itself as a multicultural society, but the reality for many immigrants—especially South Asians—is different. Brampton and other cities have seen large Indian and Pakistani immigration waves due to Canada’s labor and education opportunities. But despite being invited under official immigration programs, these communities face systemic racism and unequal treatment. 📊 Employment Discrimination: • A 2021 Statistics Canada report found that racialized Canadians earned 20% less on average than their white counterparts, even when education and experience were controlled. • South Asian immigrants specifically face higher rates of credential discounting, where their foreign education and experience are undervalued. 📊 Hiring Bias: • A University of Toronto study revealed that applicants with “ethnic” names were 40% less likely to receive a callback compared to those with Anglo-sounding names, even with identical résumés. • Another survey showed that unemployment rates for racialized Canadians are consistently 1.5–2x higher than for white Canadians. 📊 Perceptions vs. Reality: • While white Europeans continue to integrate without much resistance, South Asians are often stereotyped as “taking over” neighborhoods. • Immigrants from India and Pakistan have one of the highest workforce participation rates in Canada, working in everything from Uber and trucking to tech and medicine—contributing directly to the economy. Meanwhile, many first-generation South Asian immigrants don’t qualify for the refugee-style supports that others receive. Instead, they work long hours, often in precarious jobs, just to cover bills. The frustration often mistaken as an “attitude problem” comes from facing daily systemic barriers—being seen as “less than” despite contributing equally, if not more, to society. The underlying issue is that the old colonial mindset persists: brown immigrants are not granted the same social standing as white Canadians. Equality on paper is not equality in practice.
Identity Attack0.10221587
Insult0.030816011
Profanity0.01982715
Threat0.008103873
Severe Toxicity0.0030708313
Low Tox 0.10870059 Constructive 0.699 Moral_Argument
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Those who are Canadian citizens cannot even get part time jobs or housing. Supports Canadians first!
Those who are Canadian citizens cannot even get part time jobs or housing. Supports Canadians first!
Identity Attack0.06658725
Insult0.03136692
Profanity0.010757872
Threat0.0072235605
Severe Toxicity0.0025749207
Low Tox 0.10870059 Moderate Con 0.462
Jan 8, 2026 1 likes Deportations From Canada at Their …
Why even move away from India to Brampton? It's the exact same thing, y'all could have just stayed there
Why even move away from India to Brampton? It's the exact same thing, y'all could have just stayed there
Identity Attack0.058856625
Insult0.025413504
Profanity0.023311393
Threat0.008259222
Severe Toxicity0.0033187866
Low Tox 0.10826672 Moderate Con 0.46
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Omg!!! They don't know anything why are they even there.
Omg!!! They don't know anything why are they even there.
Identity Attack0.0058826595
Insult0.033680726
Profanity0.029888187
Threat0.0074954215
Severe Toxicity0.0024795532
Low Tox 0.10783285 Low Con 0.244
Nov 27, 2025 3 likes IRCC Names India in Study …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is doing it. We're already cut off from half the world. It's scary to live in Russia. We used to have peace, but now our country is restricting us. Goodbye, Tyler. 😢❤ Тайлер, привет из России, я сижу на vpn что бы увидеть твой ролик, но скоро у меня не будет даже такой возможности с 1 марта в России обещают отключить интернет, это делает наше государство, мы уже отрезаны от половины мира, (многое я не могу говорить) в России страшно жить, когда то у нас было спокойно, но теперь нас ограничевает наша страна, прощай Тайлер😢❤
Identity Attack0.04641757
Insult0.0314771
Profanity0.070942834
Threat0.012285355
Severe Toxicity0.0077438354
Low Tox 0.10783285 Constructive 0.622 Personal_Narrative
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
The Liberal Laurentian Elite wants a cast system in Canada and would even prefer to be oligarchs. I think it is time to force Quebec out of Canada.
Identity Attack0.036620867
Insult0.034672357
Profanity0.012585391
Threat0.01086132
Severe Toxicity0.0024032593
Low Tox 0.10783285 Low Con 0.21 Identity_Assertion
Sep 8, 2025 2 likes Why Canadians Are Turning Against …
Quebec you don't even make 20 $ an hour
Quebec you don't even make 20 $ an hour
Identity Attack0.023997234
Insult0.039444692
Profanity0.014942379
Threat0.0060713873
Severe Toxicity0.0021839142
Low Tox 0.10783285 Low Con 0.247 Economic_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the …
Bill C-12 is a serious attach on the Canadian juridical system allowing the minister in charge to interfere with legal process of any refugee at any time , even before the legal process starts the minister in charge can terminate the file and can stop the legal process. Furthermore, there is no recourse, i.e. the decision is final and can not be appealed before court !!!!!!! C-12 is is a very serious attack on the Canadian juridical system and the legal process of refugees. This bill was tailored by a group of hatemongers, Zionist liberals to target Muslims !!!!!
Identity Attack0.021585498
Insult0.04032305
Profanity0.015864678
Threat0.00948907
Severe Toxicity0.002784729
Low Tox 0.10739898 Moderate Con 0.391
Dec 31, 2025 1 likes Deportations From Canada at Their …
Reason isn't even a school
Reason isn't even a school
Identity Attack0.0075845607
Insult0.03136692
Profanity0.023584666
Threat0.0065180166
Severe Toxicity0.0016307831
Low Tox 0.10739898 Low Con 0.21 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist …
On point! He should be back as Minister of IRCC. He understands that people are gaming the system. Canada’s immigration system is being exploited by many international students, temporary workers, illegal immigrants, and even tourist visa holders. IRCC is now granting repeated extensions on tourist visas. Why are they allowing these extensions? What are these individuals expected to do in Canada for years? Many tourist visa holders have been in Canada for several years — not necessarily because they refuse to leave, but because IRCC keeps extending their status. Some of these individuals end up working illegally, taking jobs from Canadian youth and citizens, and adding pressure to the housing market. The increasing numbers of asylum claimants, international students, temporary work permit holders, tourist visa holders, and undocumented individuals are placing strain on Canada and its citizens. IRCC needs to strictly follow the law and enforce regulations. If not, Canada’s immigration system will continue to be exploited, and abusive individuals or even criminals could find it easier to enter the country.
Identity Attack0.036105253
Insult0.043250903
Profanity0.014327513
Threat0.007340072
Severe Toxicity0.0023555756
Low Tox 0.10696511 Constructive 0.818 Policy_Critique
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
I feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not …
I feel very sad because, in the end, all immigrants end up paying the price for the bad attitudes of a few. I speak especially from the perspective of Latin American immigrants: we are not the majority in Canada, but we come with the intention of adapting, of including ourselves in the local culture, and of contributing the best we can. Our culture is not so distant — we share religion, family values, and lifestyle — and we arrive with the willingness to integrate, not to impose. Even so, for us the path is extremely difficult: getting permanent residency and, eventually, citizenship is a long, expensive, and complicated process. And we do it, we comply with the rules, we respect, we pay everything. What hurts is seeing that some other groups arrive with a different attitude: instead of integrating, they want to impose their culture, their religion, even their body odors, and if you make a face or express discomfort, they immediately take it as “discrimination.” It is not fair that, for example, my child should stop bringing meat in his lunch just because another child bullies him saying he is “a filthy sinner.” Inclusion should be mutual, an effort on both sides, not a one-sided demand.
Identity Attack0.07425626
Insult0.031917825
Profanity0.015659723
Threat0.007145886
Severe Toxicity0.002155304
Low Tox 0.10696511 Constructive 0.79
Aug 28, 2025 8 likes Why Canadians Are Turning Against …

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.