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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: "The FACTS is that there …" 357 comments · Page 12 of 15
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different land, these same people become more attached to their original culture and religion, even more orthodox in their beliefs. They try to recreate what is familar. Why are we surprised most are not assimilating? It takes, for most, many generations. And even then. Immigrants will always, in one way or another affect change in the general culture. Think of different cuisine, the arts, influences on our beliefs, etc. What is a Canadian anyways? One who lives here? Who pays taxes here? How long of roots do you need to have before you are no longer called an immigrant? We have a very large country and from one community to another there is a difference in the culture. Perhaps we need to be clearer on what is in fact our highest Canadian values and communicate them more effectively. I would also like to add that there is suffering in not being able to pass on your culture. Watching your children and grandchildren speaking a different language, not having them understand yours enough for you to enjoy signing traditional songs to, not being able to guide them in your religious beliefs, etc., in the name of them becoming assimilated. I am experiencing these and my roots go back over 400 years on this land.
Identity Attack0.07673789
Insult0.027730936
Profanity0.018734055
Threat0.006861079
Severe Toxicity0.0023174286
Low Tox 0.102626406 Constructive 0.861
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Well, as much as I don't like saying it, Canadians repeatedly voted for this. And still will not admit their own part in the problem. Denial makes no difference to facts. If open the front …
Well, as much as I don't like saying it, Canadians repeatedly voted for this. And still will not admit their own part in the problem. Denial makes no difference to facts. If open the front door, the back door the side door the pet entrance, the chimney, the gates and virtue signal "welcome" is it possible that those who have failed to make a nice home for themselves, see yours and rush into it to occupy it? And then being the failures at home-making that they provenly are (5000 years of proof - certainly, 80years of visible recorded evidence- since the Brits left them to do it on their own) turn yours into a squalid mess?
Identity Attack0.02439919
Insult0.045593183
Profanity0.01627459
Threat0.007365964
Severe Toxicity0.0024318695
Low Tox 0.102192536 Moderate Con 0.432
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But …
Indian households in Canada make more on average than native Canadians. To be absolutely clear.. this is not an Indian problem its a government problem. They let in anyone who could spell their name. But before that they let in extremely intelligent and hard working folks from India who are currently upholding this country's tech industry. I know this for a fact as I am in tech and have eyes.
Identity Attack0.10221587
Insult0.024897853
Profanity0.012243799
Threat0.0063108844
Severe Toxicity0.0023078918
Low Tox 0.10175867 Constructive 0.705 Policy_Critique
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly …
i hope you all are aware of the fact that the Indian government is against the khalistani movement or demands in any way. also hope that yall r aware that khalistan is a concept majorly supported by those who do not live in india.
Identity Attack0.07508347
Insult0.021803947
Profanity0.020168742
Threat0.01052473
Severe Toxicity0.0031280518
Low Tox 0.09915545 Moderate Con 0.38 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
get your facts right you fail to tell the rest
get your facts right you fail to tell the rest
Identity Attack0.0023123662
Insult0.033239998
Profanity0.013610168
Threat0.006647474
Severe Toxicity0.0012969971
Low Tox 0.09438288 Low Con 0.168
Oct 25, 2017 29 likes How much do refugees and …
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
Identity Attack0.009767435
Insult0.018581128
Profanity0.058445938
Threat0.008841781
Severe Toxicity0.0051498413
Low Tox 0.09351514 Moderate Con 0.357 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy in the bike should get his facts straight about Africa. Certain countries, yes I agree but he clearly knows Nothing about South Africa.
The guy in the bike should get his facts straight about Africa. Certain countries, yes I agree but he clearly knows Nothing about South Africa.
Identity Attack0.029402243
Insult0.032909457
Profanity0.012995303
Threat0.006738094
Severe Toxicity0.0016117096
Low Tox 0.091913216 Moderate Con 0.346 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Indians are nit bad people to be honest. And I love them for the simple fact that they are always experts in whatever they do
Identity Attack0.06795148
Insult0.0233509
Profanity0.03715288
Threat0.008531082
Severe Toxicity0.003929138
Low Tox 0.09112182 Moderate Con 0.435 Solidarity
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 …
Guy speakings straigth facts about genetics, IQ, behavior.
Guy speakings straigth facts about genetics, IQ, behavior.
Identity Attack0.018168874
Insult0.027347196
Profanity0.023652986
Threat0.0071070488
Severe Toxicity0.0023174286
Low Tox 0.085582085 Low Con 0.266 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Identity Attack0.0037922803
Insult0.026960457
Profanity0.018119188
Threat0.00756015
Severe Toxicity0.0016784668
Low Tox 0.08083374 Moderate Con 0.32 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, …
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, (Man) it’s like predominantly east Indian other than like reserves which is a rough subject in itself some/most cases.
Identity Attack0.04512853
Insult0.025284592
Profanity0.021808386
Threat0.0065956907
Severe Toxicity0.0020503998
Low Tox 0.08083374 Constructive 0.682 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Facts aren’t racist!!
Facts aren’t racist!!
Identity Attack0.0376521
Insult0.020579277
Profanity0.020851927
Threat0.006647474
Severe Toxicity0.002937317
Low Tox 0.079250954 Low Con 0.214 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Majority of those missing students are Uber drivers. Fact.
Majority of those missing students are Uber drivers. Fact.
Identity Attack0.008916483
Insult0.034341812
Profanity0.011765569
Threat0.0059678215
Severe Toxicity0.0010538101
Low Tox 0.07845957 Moderate Con 0.314
Sep 29, 2025 80 likes IRCC Names India in Study …
Guy on bike speaking facts
Guy on bike speaking facts
Identity Attack0.0063266335
Insult0.029714199
Profanity0.018665737
Threat0.00756015
Severe Toxicity0.0021362305
Low Tox 0.07687678 Low Con 0.291 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
As an American who worked in HR for eight years at BMO in Canada, I’ve noticed an important trend: many local professionals often attribute their career struggles to the system, when the real issue is …
As an American who worked in HR for eight years at BMO in Canada, I’ve noticed an important trend: many local professionals often attribute their career struggles to the system, when the real issue is a lack of updated skills. In my previous office of 71 employees, around 60% were Indian and Chinese professionals — many of them exceptionally skilled and hardworking. The fact is, immigrants don’t take jobs; they earn them through their capabilities. I currently work at BlackRock, managing a team of 221 people. Individuals with strong mathematical and analytical abilities often come from Indian or Chinese backgrounds, while only about 20% of our workforce is American. I conduct 4–5 interviews daily, and the pattern remains consistent — candidates from Europe, the U.S., and Canada frequently lag behind in technical skills. It’s a tough truth, but one worth acknowledging: in today’s competitive job market, skill development matters far more than nationality.
Identity Attack0.051126
Insult0.025800243
Profanity0.014464149
Threat0.006647474
Severe Toxicity0.0017929077
Low Tox 0.071337044 Constructive 0.76 Personal_Narrative
Oct 7, 2025 58 likes Inside Canada's Indian Metropolis (Brampton)
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from …
And Brampton is known as the capital of truck licenses without the proper test. The TV show Marketplace exposed that situation a few years ago. I'm new to Canada, but one thing about people from India is that if they have the opportunity to skip or cheat on a test, they take it. I know this firsthand. Another important fact is the population of India; they are around 1,300 millons people, but only 1% of those people can collapse the immigration system of a country, in this case, Canada. And Canada allowed it. Last but not least, I don't know if deodorant is forbidden in India, but they smell really bad.
Identity Attack0.036105253
Insult0.027730936
Profanity0.015693882
Threat0.0076507707
Severe Toxicity0.0019073486
Low Tox 0.07054565 Constructive 0.679
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
This is quite the contradiction to the other video you have showing that refugees get better healthcare than most canadians, in fact its on the right panel there>>>>> Not to mention no punishment for illegal …
This is quite the contradiction to the other video you have showing that refugees get better healthcare than most canadians, in fact its on the right panel there>>>>> Not to mention no punishment for illegal border jumping.
Identity Attack0.033527173
Insult0.020643732
Profanity0.010330882
Threat0.00746953
Severe Toxicity0.0015068054
Low Tox 0.06184035 Moderate Con 0.439
Oct 25, 2017 126 likes How much do refugees and …
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is …
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is deliberately aimed at NOT doing that, and in fact is aimed at destroying that. That's a crime. Also, read "Canada in Decay" by Ricardo Duchesne for the actual history of this issue and the repeated betrayals of Parliaments no matter which party was in power.
Identity Attack0.020982565
Insult0.022706337
Profanity0.010792031
Threat0.0074048014
Severe Toxicity0.0015068054
Low Tox 0.059974585 Constructive 0.6 Identity_Assertion
Jun 19, 2025 1 likes How Canada broke its immigration …
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. …
As one gentleman was saying they don't pay taxes... that has no facts, that is only his opinion. Every immigrat i know works two jobs to succeed and pays his or her share of taxes. Some of these individuals interviewed had now knowledge but just opinion. The host should be asking experts not just random people. When we need a kidney transplant, we see specific specialist, not random people on the street. To fix any issues in our society, we need to interview experts, not option based people
Identity Attack0.021585498
Insult0.026315894
Profanity0.014498309
Threat0.0066927844
Severe Toxicity0.0013923645
Low Tox 0.059479803 Constructive 0.807 Policy_Critique
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Why can’t they ever just say it out loud? Why are you afraid of facts. We aren’t mad at YOU. Why can’t the students non compliance be spoken of with vigor?
Why can’t they ever just say it out loud? Why are you afraid of facts. We aren’t mad at YOU. Why can’t the students non compliance be spoken of with vigor?
Identity Attack0.0037737815
Insult0.025542418
Profanity0.015557245
Threat0.0068028234
Severe Toxicity0.0013160706
Low Tox 0.05799546 Moderate Con 0.4
Sep 29, 2025 IRCC Names India in Study …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people …
My Granparents, parents, settled the homestead in 1896 near Rossland BC. How it used to work, how things are supposed to work, is the Government serves the needs and demands of the people. The people don't serve the Government nor any Corporation or Public/Private Partnership. This means that the Government doesn't prevent people from doing what they do and they don't use force to extort the fruit of everyone's labor to the point of enslavement. In 1896 and throughout my Grandfather's life from 1902 to 1976, one would do for themselves if they weren't working for someone else. In other words, you found something needed be done, something the community around you required or was lacking, you opened shop and got after it. You can't work today because you require licensing for everything, you require permission for everything, everything is regulated. People have it in their minds that it's so much better today then it was then, that it's "safer". But it's not, that's a lie. My family, although never wealthy, ate good food, always had a roof over their heads, plenty of family around and always had something to do or at least could always find something to work at. Most importantly, they always had hope because they had freedom. No one has any hope anymore and the people coming here aren't just bringing their culture to overtake our culture, they are coming with anger. With envy, resentment and malice. My family didn't come here with those things, they came to Canada with hope and determination to integrate and prosper with freedom. The other side of my family fled Bolshevism when they left Russia and came here and that side had the exact same hope in freedom to work hard and prosper. Now all generational wealth, freedom, prosperity and hope is all but completely stolen. We don't need more regulations. We don't need more benefits. We don't need more Government. We need less, we need it all to go away because I know for a fact, you give people the freedom to go about their lives, the society or community they form, always tends towards peaceful, prosperous organization. You give people the freedom to build and produce and they'll get after it immediately and that opens the door for all other manner of trades and skills that just fill any hole in a community or society. And that's a fact about the organizational tendencies of human beings. There's nothing stopping us from providing for ourselves but a cartel Government in the business of extortion and human enslavement. They foment chaos and division in order to justify the revoking of more freedoms to enslave more people. People themselves, they look to get along, get to work, raise families and, as best they can, enjoy life. Once we start expecting a Government to take care of us we've institutionalized prisoners who have lost all human dignity. When you "buy in" to all the rhetoric of so called autonomy, ask yourself, how autonomous are you without a family? Just because you're alone in a box in a city, stacked one on top of the other, weighted down by a landslide of rules, collecting benefits from the Government, doesn't make you autonomous. People say, "no one can afford a family". Yet those coming in have large families and they seem to be making out just fine. It's the brainwashing of our culture that set us up. Over time we've convinced the proper way to do things is everyone to grow up and go their own way, leaving each other relying on benefits from the government in old age or illness or whatever calamity might strike in life. There's always something that comes along. With family you have human resource, a plethora of skills and you have your "insurance", free of extortion. Everything that comes from a government is conditional and sooner or later their conditions rule over our condition, even though it's our labor that provides for them. The answer isn't more benefits, as I've said. The answer is simply less government, so we can all get to the business of providing for ourselves and helping our communities prosper. We need to do this with family because alone, we are all isolated and powerless. No one stands alone and a house divided cannot stand.
Identity Attack0.008768492
Insult0.027841117
Profanity0.016821137
Threat0.007249452
Severe Toxicity0.0016498566
Low Tox 0.057748068 Constructive 0.801
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Good propaganda video.. conveniently hiding the facts that you didn’t wanna show...
Good propaganda video.. conveniently hiding the facts that you didn’t wanna show...
Identity Attack0.0030338243
Insult0.021352753
Profanity0.013883443
Threat0.007029374
Severe Toxicity0.0014686584
Low Tox 0.05725329 Low Con 0.139
Mar 4, 2019 How much do refugees and …
5:15 man speaking facts
5:15 man speaking facts
Identity Attack0.009545447
Insult0.018581128
Profanity0.021603432
Threat0.007689608
Severe Toxicity0.0025749207
Low Tox 0.05651112 Low Con 0.214 Meta_Commentary
Jan 27, 2026 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.