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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: "It should be obvious to …" 110 comments · Page 4 of 5
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians …
For nearly 20 years, Conservatives have been warning Canadians about the challenges we are now facing but every time, they were dismissed and branded as “racist” for simply pointing out the obvious. Meanwhile, grassroots Canadians along with immigrants who came here in the ’70s, ’80s, and ’90s had one goal in mind to work hard, build a better life, and help "make Canada a stronger and more prosperous country". Their efforts over the last 60 years are clear in the Canada we inherited. In contrast, the Liberal and NDP approach has been to ignore these warnings and push policies that are eroding the very foundations of what made this country thrive. Instead of focusing on integration, responsibility, and opportunity, they are enabling divisions and importing problems rather than solutions. So, to the commenters who keep voting Liberal and NDP: thank you because you are ensuring this decline will continue.
Identity Attack0.10221587
Insult0.076502606
Profanity0.015864678
Threat0.0074824756
Severe Toxicity0.0034713745
Low Tox 0.15822013 Constructive 0.721
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Imagine turning your own country down just to migrate somewhere else und forcing innocent people to accept and tolerate from what they obviously fled 😂
Identity Attack0.10221587
Insult0.031697463
Profanity0.020032106
Threat0.007948523
Severe Toxicity0.0037384033
Low Tox 0.15766735 Moderate Con 0.301 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven …
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven for immigration which has lowered things quite a bit. But it's still nice. Just don't ask about the insurance rates. I don't miss that.
Identity Attack0.022791367
Insult0.071433455
Profanity0.04065997
Threat0.006589218
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.731 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
She’s the perfect lieberal… in it for the money, unable or unwilling to give a straight answer and obviously spends her time on anything but learning the ins and outs of her portfolio. ⚡️
She’s the perfect lieberal… in it for the money, unable or unwilling to give a straight answer and obviously spends her time on anything but learning the ins and outs of her portfolio. ⚡️
Identity Attack0.008620501
Insult0.08030447
Profanity0.013507691
Threat0.0061425893
Severe Toxicity0.0016212463
Low Tox 0.1537979 Low Con 0.151 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us …
Really why are we not asking Poland, Argentina and USA how they reclaimed their country, Trudeau and WEF, end of story...do we analyse how the house caught fire, in the house while it burns us to death, or do we get out and call the successful fire dept, like Argentina, Trump and Poland. So tired of asking why, isn't it obvious
Identity Attack0.033269364
Insult0.031697463
Profanity0.018255826
Threat0.0824309
Severe Toxicity0.005264282
Low Tox 0.15103401 Moderate Con 0.329
Aug 29, 2025 Why Canadians Are Turning Against …
their answers are so obvious, as long as this money stealing continues it will still CONTINUE
their answers are so obvious, as long as this money stealing continues it will still CONTINUE
Identity Attack0.0034038029
Insult0.06739554
Profanity0.013917602
Threat0.006757513
Severe Toxicity0.0018310547
Low Tox 0.15048122 Low Con 0.097
Oct 1, 2025 IRCC Names India in Study …
vassy tries to keep pressing the obvious that Michelle is stating!
vassy tries to keep pressing the obvious that Michelle is stating!
Identity Attack0.004402745
Insult0.06564732
Profanity0.021945024
Threat0.007534259
Severe Toxicity0.0021839142
Low Tox 0.12867521 Low Con 0.218 Meta_Commentary
Feb 24, 2026 7 likes 'We do know that there's …
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this …
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this way of thinking.
Identity Attack0.04048799
Insult0.0670459
Profanity0.01128734
Threat0.006155535
Severe Toxicity0.0015449524
Low Tox 0.121732734 Moderate Con 0.348 Policy_Critique
Aug 30, 2025 How much do refugees and …
She obviously fits the job description put out by Pinocchio carny
She obviously fits the job description put out by Pinocchio carny
Identity Attack0.0039402717
Insult0.06337463
Profanity0.025907494
Threat0.006097279
Severe Toxicity0.00207901
Low Tox 0.119997114 Low Con 0.143 Humor_Satire
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Not just Brampton or where it’s obvious..In my college class it’s 95% Indian and even in a group project they speak Hindi not English n exclude others openly- even after the prof says not to..total …
Not just Brampton or where it’s obvious..In my college class it’s 95% Indian and even in a group project they speak Hindi not English n exclude others openly- even after the prof says not to..total imbalance n no assimilation..even for us who are immigrants but speak English n assimilate
Identity Attack0.10221587
Insult0.03412145
Profanity0.017504321
Threat0.0067057298
Severe Toxicity0.0031089783
Low Tox 0.11440011 Constructive 0.623 Personal_Narrative
Feb 27, 2026 Inside Canada's Indian Invasion...
Brampton is a window into the dystopian future that awaits the rest of Canada. Canada is losing its heritage and its original settler population which makes Canada what it is. People aren't interchangeable units who …
Brampton is a window into the dystopian future that awaits the rest of Canada. Canada is losing its heritage and its original settler population which makes Canada what it is. People aren't interchangeable units who can be shifted around without anything changing; Brampton being full of gurdwaras and hindu temples should make that pretty obvious.
Identity Attack0.094936445
Insult0.037980765
Profanity0.01174849
Threat0.0065568537
Severe Toxicity0.0023651123
Low Tox 0.11336674 Moderate Con 0.428 Identity_Assertion
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is far from the greatest country in the world. Obviously you have not travelled much
Canada is far from the greatest country in the world. Obviously you have not travelled much
Identity Attack0.030691283
Insult0.036545437
Profanity0.012517073
Threat0.0060713873
Severe Toxicity0.0018501282
Low Tox 0.1104733 Low Con 0.297 Comparative_Framing
Feb 14, 2026 Inside Canada's Indian Invasion...
This isn't just Indian-specific, I have seen many African students do the same. Not all, but many of these international students from developing countries are just enrolling on degrees in western countries with no interest …
This isn't just Indian-specific, I have seen many African students do the same. Not all, but many of these international students from developing countries are just enrolling on degrees in western countries with no interest in studying or completing the degree, just to get entry into the country. They then either drop out after registering or first semester and or work illegally and send money back home. Governments focus too much on capping work and other visas paying little attention to the obvious backdoor routes student visas provide.
Identity Attack0.09162762
Insult0.030926194
Profanity0.023516348
Threat0.008103873
Severe Toxicity0.002784729
Low Tox 0.10956833 Constructive 0.601
Oct 19, 2025 IRCC Names India in Study …
Came for one month visit, and he's on the seventh month and obviously lying about leaving,...........the system is too relaxed for these people.
Came for one month visit, and he's on the seventh month and obviously lying about leaving,...........the system is too relaxed for these people.
Identity Attack0.002848835
Insult0.062150877
Profanity0.012722028
Threat0.0062526283
Severe Toxicity0.0013160706
Low Tox 0.10870059 Moderate Con 0.398 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Invasion...
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is …
I'd buy that guy on the bike a case of beer. It's so sad seeing guys like him who are so aware, who are obviously capable, having to live such poor lives. But this is Canada, where two people making the average income will never own a home and spend more than half their income on basics. That guy probably makes 50k a year. But is riding a bicycle in winter.
Identity Attack0.014953227
Insult0.060927123
Profanity0.012380436
Threat0.006874025
Severe Toxicity0.0021076202
Low Tox 0.10783285 Constructive 0.666 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of …
The video also doesn't really do a good job of concluding. Props to the religious orgs who hand out food and have food banks. Good to care for others and look to take care of others who are poor in the area. That's good religious orgs. A community that cares. Obviously more immigrants from the area is a good thing for relations between India - Canada and other SEA countries. Also, Brampton has been able to generate lots of revenue and wealth. Lots of successful business. Good for Canadian culture as well given we are a multicultural country. Personally, I didn't learn much about India going through school but I am sure there are lots of interesting connections between India and Canada. 😄
Identity Attack0.043581683
Insult0.034341812
Profanity0.028776871
Threat0.009540852
Severe Toxicity0.002861023
Low Tox 0.10739898 Constructive 0.843
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some …
It’s a problem here in Canada. They aren’t heading to the USA basically all of them stay cause it’s just easy. Nobody would have a problem if they made an effort to assimilate and some do but the ones who don’t ruin the image for the rest of them. Other obvious problem is we’ve let in too many people in in general like more people have come than living units have been built making many problems just right there and then and it’s not really the people who immigrates fault it’s the government. I know restricting imagination and making the test to get in harder so they actually have to know something about Canadas history and our culture and realistically we need to apply more pressure on the expectation that immigrants eventually assimilate.
Identity Attack0.055673428
Insult0.03588435
Profanity0.020578653
Threat0.0075083673
Severe Toxicity0.0030326843
Low Tox 0.10696511 Constructive 0.619 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to …
I want to say thank you for doing this video and being honest...as a Canadian I'm feeling quite sick know that my daughter probably won't even be able to get a part time job to save money for school since I can't afford it on my own. So if it's hard to get a job now why keep bringing people here. Obviously we would have enough jobs since there are so many people looking for jobs...sorry it's all boggling my mind.
Identity Attack0.030175667
Insult0.039444692
Profanity0.015557245
Threat0.0063367756
Severe Toxicity0.0018119812
Low Tox 0.10653123 Constructive 0.813 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It …
Canadians have been betrayed by the SCALE of mass immigration. The annual quantity of persons who have no other past ties to the host society is a GUARANTEE of massive disruption to social cohesion. It is just so obvious.
Identity Attack0.055673428
Insult0.029714199
Profanity0.011423977
Threat0.0070552654
Severe Toxicity0.0022888184
Low Tox 0.10566349 Moderate Con 0.444 Fear_Threat
Nov 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working …
I worked for an Indian couple and they would drive to the other side of town to visit other Indian stores, pharmacies, doctors, restaurants. When it became obvious why they did it… I stopped working for them.
Identity Attack0.10221587
Insult0.024124376
Profanity0.017504321
Threat0.007340072
Severe Toxicity0.002193451
Low Tox 0.104361884 Moderate Con 0.491 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and …
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and new immigrants then obviously there is a huge problem.
Identity Attack0.06749674
Insult0.025026767
Profanity0.012926984
Threat0.0068999166
Severe Toxicity0.0019550323
Low Tox 0.102626406 Moderate Con 0.354 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
The guy on the bike is just cool😅😅😅It's obvious he has nothing to lose
The guy on the bike is just cool😅😅😅It's obvious he has nothing to lose
Identity Attack0.0073625734
Insult0.02103047
Profanity0.028093686
Threat0.011793415
Severe Toxicity0.0042915344
Low Tox 0.0926474 Moderate Con 0.307 Humor_Satire
Feb 22, 2026 2 likes Inside Canada's Indian Invasion...
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the Indian sub-continent. Obviously immigration whether from India or another country needs to be moderated in order to give the immigrants time to adapt to the Canadian way of life
Identity Attack0.09162762
Insult0.02193286
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0021266937
Low Tox 0.091913216 Constructive 0.623 Comparative_Framing
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Lol.. why you're so surprised. Isn't it so obvious the way our immigration system operated over the last few years
Lol.. why you're so surprised. Isn't it so obvious the way our immigration system operated over the last few years
Identity Attack0.025605056
Insult0.023995465
Profanity0.018597418
Threat0.006259101
Severe Toxicity0.002002716
Low Tox 0.09033044 Low Con 0.297
Sep 30, 2025 IRCC Names India in Study …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.