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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: "Its not the people who …" 4,268 comments · Page 108 of 171
Its crazy letting people enter your country in massive amounts and then letting them simply settle and create insulated communities within your nation. Any group must be compelled to assimilate to the host culture as …
Its crazy letting people enter your country in massive amounts and then letting them simply settle and create insulated communities within your nation. Any group must be compelled to assimilate to the host culture as a condition for citizenship.
Identity Attack0.06929302
Insult0.09270445
Profanity0.05393682
Threat0.007754337
Severe Toxicity0.0040626526
Low Tox 0.22311419 Moderate Con 0.348
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand …
Indians live peacefully, Hard working people , Talented peoples, Try to assimilate as much as they can. if u have any problem then just get pakistanis , syrians, iraqi and afghani then you will understand what actual immigration is .
Identity Attack0.26494437
Insult0.047935467
Profanity0.045670103
Threat0.013476364
Severe Toxicity0.010604858
Low Tox 0.22311419 Moderate Con 0.493 Identity_Assertion
Sep 21, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Western world destroys countries all around the world, then people complain they come in the western world to flee poverty
Western world destroys countries all around the world, then people complain they come in the western world to flee poverty
Identity Attack0.1232452
Insult0.06023245
Profanity0.03990845
Threat0.025961896
Severe Toxicity0.0063323975
Low Tox 0.22311419 Low Con 0.173 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. …
I was born and raised here. I've given birth to 6 children whom all have issues finding employment. Because all the jobs are taken every convenience store every timorhorns, every Taco Bell, every Burger King. Is taken their jobs and giving them to newcomers. I'm not against people coming over to our beautiful land and enjoying and contributing. Insane that? You've Come to us kindly respect us. Don't take Uber the way it is going right now. We are gonna be the minority and what's gonna happen 50 years down the road? Our great grandkids are gonna be going after the government. Looking for a handout because our government has given away all of our jobs. They've given away our security. I will our elderly need to work until almost the day they go in the ground, so many homeless families. Some of it. Is self situitional some of it? Is because, for a simple 3 bedroom. There's 2 grand add your hydro. Add, your heat. Winter is coming like one of the ladies in the video. Says I haven't had cable or satellite and probably 20 years. I make minimum wage working 40 hours a week. I have rent. I have a car payment. I have insurance and a warm more time. As she said, there's nothing left over. Where is our? Where is our Pat? On the back our gratitude, I am a people person. It doesn't matter color shape sighs. I love everybody as an individual but I like understanding when they're talking to me too. I don't know if this is gonna do any good. I really don't and I'm not trying to sound rude or racist cause. I am not it's just one lonely. Worker's outlook on the world and how Canada has become. Thank you to our government.
Identity Attack0.054763943
Insult0.13607834
Profanity0.058445938
Threat0.009126588
Severe Toxicity0.0062561035
Low Tox 0.22177623 Constructive 0.889
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people …
What do you mean why? If the population of white people is shrinking that's something to be concerned about but i assume most people immigrants in Canada are legal and if there are illegal people its the governments fault. I like that the video was covering all aspects of the story and differing opinions but the only grievance i saw was racism, other things can be tackled by application of law. And most immigrants would be afraid to break the law.
Identity Attack0.2781757
Insult0.061101943
Profanity0.018255826
Threat0.007857903
Severe Toxicity0.0045204163
Low Tox 0.22043827 Constructive 0.805
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Difference between the somali community and indian community is night and day... indian people generally have a very strong work ethic and are educated but like with everything there is diminishing marginal utility when you …
Difference between the somali community and indian community is night and day... indian people generally have a very strong work ethic and are educated but like with everything there is diminishing marginal utility when you decide to import in mass. It's not optimal.
Identity Attack0.27701542
Insult0.076819435
Profanity0.025360947
Threat0.00746953
Severe Toxicity0.005760193
Low Tox 0.22043827 Constructive 0.608
Jan 27, 2026 Inside Canada's Indian Invasion...
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our …
These politicians need to be held accountable!! They think they are above the people that they represent. Corruption and lies are the fundamental platform for Federal, Provincial and Municipal governing bodies in this country. Our politicians are living a life of rockstars and Hollywood actors while the rest of the country is struggling to put food on the table. Take away the hefty wages and pensions and let’s see how many people want to be politicians then. What happened to accountability in this country?! There is no accountability anywhere! All you hear and see is excuses and lies!
Identity Attack0.017364962
Insult0.16861114
Profanity0.020373698
Threat0.008129764
Severe Toxicity0.003452301
Low Tox 0.22043827 Moderate Con 0.435
Oct 2, 2025 IRCC Names India in Study …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Identity Attack0.2127345
Insult0.07808672
Profanity0.01535229
Threat0.007068211
Severe Toxicity0.0063705444
Low Tox 0.22043827 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's …
Lot of people....the original citizens feel the burn since the world around them is changing. It's natural that they harbor these ill feelings. Most of them are ill informed and have these racist views. It's true for every immigrant community that emigrated from Europe as well. You have Irish immigrant towns, little Italy's, China towns, little India's, polish neighborhoods in Chicago etc ...these kind of neighborhoods are all over north America (USA & Canada). This is natural. Assimilation happens in 1 or 2 generations. Economic expansion and fulfilling social security benefits for the older generation needs population growth and a new younger workforce. This is achieved thru immigration of skilled labor force of all kinds. Population dynamics and demographics keep changing all the time and it has happened thru out human history. Now we are living in an interconnected and inter dependent world. It's better to adapt to change and move on and retain your loyalty to the country they migrated to and contribute positively to their economy and try to assimilate as much as possible and be aware of the sensitivities. This new immigration is from Asia and they are of different ethnicities and cultural background unlike european immigration that happened earlier. So some backlash to these new people's is to be expected and there will be lot of scapegoating and stereotypical epithets that will employed to demonize the new immigrant groups. We all have to adjust assimilate and move on in this great circle of life.
Identity Attack0.18705739
Insult0.08582769
Profanity0.027410502
Threat0.012440704
Severe Toxicity0.0062179565
Low Tox 0.2191003 Constructive 0.732 Comparative_Framing
Dec 21, 2025 Inside Canada's Indian Metropolis (Brampton)
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need …
So much ragebait. British colonization destabilized our country, cultures, and unity, leaving a power vaccum for corruption. Search up the 1947 Partition. Decades of conflict led individuals to immigrate for better opportunities. We don’t need someone outside from Brampton coming in to provoke our community. Especially when ya’ll will never comment on the strengths of these immigrants—some of the most hardworking people you’ll meet. E.g. how the Punjabi Sikh community raised over $2.3 million for the first hospital in Brampton. Let’s emphasize the love, brother. 🙏🏽
Identity Attack0.116281845
Insult0.10148193
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.005760193
Low Tox 0.2191003 Constructive 0.756 Solidarity
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India …
Same here in Surrey Canada.. it’s flooded. A lot of corruption going on for these people coming here as fake students.. rumour over 30k a year coming to Canada with fake documents from air India airlines
Identity Attack0.09741807
Insult0.15698463
Profanity0.0166845
Threat0.0071199946
Severe Toxicity0.003566742
Low Tox 0.2191003 Moderate Con 0.435 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
AMEN!!!!!!! We don’t want everyone to be a perfect Canadian citizen we just don’t want people to change our country…. Look at the sexcrimes and who are committing them… Statistics don’t lie
Identity Attack0.10221587
Insult0.06757036
Profanity0.018665737
Threat0.008453408
Severe Toxicity0.0049209595
Low Tox 0.21776234 Moderate Con 0.44 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Im tired of liberal government gaslighting! Its not the immigrants, its our government that is bringing in too many people to fudge the numbers in their favour.
Im tired of liberal government gaslighting! Its not the immigrants, its our government that is bringing in too many people to fudge the numbers in their favour.
Identity Attack0.11860296
Insult0.06459839
Profanity0.025360947
Threat0.045572113
Severe Toxicity0.0062179565
Low Tox 0.21776234 Moderate Con 0.33 Policy_Critique
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
I’d gladly pay for more resources toward removing these people than for housing and feeding them. And most importantly. Our healthcare system should be prioritized for Canadians first, not for refugees and asylum seekers trying …
I’d gladly pay for more resources toward removing these people than for housing and feeding them. And most importantly. Our healthcare system should be prioritized for Canadians first, not for refugees and asylum seekers trying to milk our system for their needs.
Identity Attack0.18546575
Insult0.06953252
Profanity0.015591404
Threat0.04363242
Severe Toxicity0.009307861
Low Tox 0.21776234 Constructive 0.509 Policy_Critique
Dec 24, 2025 Deportations From Canada at Their …
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
There are more Chinese people in Canada than there are Indians... when's that video coming? It's funny cuz bro even interviewed people at the Chinese mall in Brampton
Identity Attack0.27914262
Insult0.053791173
Profanity0.02433617
Threat0.0079873605
Severe Toxicity0.00541687
Low Tox 0.21642438 Moderate Con 0.469 Question
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be …
i hate how these reporters and "news" outlets report on these people as if they are being ejected into the outer space with no oxygen... her life will continue... where she is meant to be and if thats in her home country , so be it , its a luxury that she even lived anywhere else , many other people dont get that luxury or chance AND it is NOT on the host nation to keep you infinitely because you like it there.
Identity Attack0.040745795
Insult0.08558089
Profanity0.039407436
Threat0.010421164
Severe Toxicity0.005455017
Low Tox 0.21642438 Constructive 0.593 Policy_Critique
Feb 21, 2026 Canada's tighter immigration policy divides …
Thank you for this honest to the point video. 0 jobs and homes for our Canada born people. Seniors need help not the immigrants.
Thank you for this honest to the point video. 0 jobs and homes for our Canada born people. Seniors need help not the immigrants.
Identity Attack0.22935481
Insult0.076819435
Profanity0.012687869
Threat0.0075083673
Severe Toxicity0.0048446655
Low Tox 0.21642438 Constructive 0.648
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some …
‼️ Love your channel ‼️ But you are better than selling your viewers & sponsoring a Company that, scams people & take their time. Your sponsor / Free Cash -Gaming Service Provider. Here is some information on the company- It’s not guaranteed, and larger rewards or complex tasks are much more likely to lead to disputes, denials, or long waits before (or if) payment happens. Freecash is not a reliable source!
Identity Attack0.009286462
Insult0.07935401
Profanity0.058445938
Threat0.0086087575
Severe Toxicity0.004673004
Low Tox 0.21642438 Moderate Con 0.453
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Identity Attack0.06929302
Insult0.15556364
Profanity0.013234417
Threat0.010835429
Severe Toxicity0.0038146973
Low Tox 0.21642438 Low Con 0.277 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The guy complaining about his neighbors being naked has no shirt. The crowding is due to uncontrolled immigration; which is why the houses are so expensive and there are many people in the same house. …
The guy complaining about his neighbors being naked has no shirt. The crowding is due to uncontrolled immigration; which is why the houses are so expensive and there are many people in the same house. Dont bring people in at high rates.
Identity Attack0.06658725
Insult0.06889887
Profanity0.049678206
Threat0.009204263
Severe Toxicity0.005645752
Low Tox 0.21642438 Moderate Con 0.454
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and …
I love the voices of new immigrants who support Canada but they are not all. Many come just to take advantage. Those are the ones I fear. The ones who plan to take over and spread violence. I find Indian and Chinese are hardworking honest people but there will always be thieves and bad people among every culture. We need to reduce the quanity and increase the quality of the ones we allow here. We need to support our own first.
Identity Attack0.20878418
Insult0.08508729
Profanity0.015557245
Threat0.009437286
Severe Toxicity0.004787445
Low Tox 0.21508642 Constructive 0.751 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and …
It's true though. I couldn't get a job for over two years, I applied EVERYWHERE, they would say they're not hiring, then a week later I'll see a new worker or two being trained and guess what? they're indian/punjab (sorry, unsure all the proper terms of people or the differences). Not to mention that they treat indigenous women the way they would back home.... Pretty much every person I know (I'm indigenous and have experienced it myself) has experienced some sort of harassment or assault or whateva with them... And yes, I know it's not all of them, I also know some great people that are indian/punjab but I'm not going to act like there isn't a problem....... Then people think indigenous people get "hand outs"... I was broke for over two years, I tried welfare, it's not as easy as it seems to people lol Also, I'm sure I'm wrong, but I always assumed Immigration was like... reserved for people that need it kind of like refugees.
Identity Attack0.23770751
Insult0.07808672
Profanity0.07740857
Threat0.012699619
Severe Toxicity0.008277893
Low Tox 0.21508642 Constructive 0.838 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
See I'm conflicted now actually. So you're saying these Indian communities are providing free resources at large scales for food and hospitality that aren't being taken advantage of by the homeless and impoverished white population? …
See I'm conflicted now actually. So you're saying these Indian communities are providing free resources at large scales for food and hospitality that aren't being taken advantage of by the homeless and impoverished white population? I'm not sure where the problem starts here.. because to be quite honest the rest of the country isn't necessiraly like this. Places like Hamilton and Toronto are incredibly mixed, where I'm not sure there is a minority, and places such as Welland, st Catherine's, Niagara, Langley, are still largely white. At what point do we look at people who are choosing to live on the streets and do drugs and say they are not taking advantage of the resources and opportunities being provided to them? And Brampton has been this way, to be honest, for 20 years. At what point do we accept that this is now Brampton, and that the country offers a lot of diversity for those who would choose to not live in it.
Identity Attack0.26155844
Insult0.06858205
Profanity0.036401358
Threat0.0082074385
Severe Toxicity0.005836487
Low Tox 0.21508642 Constructive 0.819
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
Identity Attack0.1808059
Insult0.07491849
Profanity0.01490822
Threat0.029415153
Severe Toxicity0.005607605
Low Tox 0.21374844 Moderate Con 0.393 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Immigrants should keep their culture eithin their house and communities, but all canadians have to respect all culture if they are not nuisance to other people that they dont belong to your culture.
Identity Attack0.26833034
Insult0.071116626
Profanity0.017504321
Threat0.0071717775
Severe Toxicity0.00459671
Low Tox 0.21374844 Constructive 0.534
Oct 6, 2025 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.