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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: "Other nations don't have an …" 521 comments · Page 13 of 21
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with …
Why doesn't the US do a flyover and drop leaflets to the migrants of how it's going to be at the border?. We all knew this invasion of migrants was a well orchestrated event with planned busing, meals, transportation, media event stops where everybody got off the buses for the media event and then boarded the buses again. Ever notice the babies, consider the 7000 people, a good number of them requiring disposable diapers all along the way. Notice the number of people walking in Flip-Flop shower shoes that are totally impractical for walking any distance. If these people were walking you'd be seeing them sitting when the caravan stopped. Don't feel sorry for these opportunist they're getting PAID because we all know they don't have a hive mind seeking discomfort, exhaustion, starvation, pissing on the roadside, putting their children through a stressful event. Caravan is said to be 14,000 people now. With about 4,000 getting paid. The former ICE director says 18 to 20% of illegals have criminal records. The democrats are trying to conquer by occupation, eventually they will have our nation so broke the system of welfare services will collapse under the weight of sheer numbers of illegals taking a free ride. Then our nation will be socialist like Ecuador.
Identity Attack0.18468912
Insult0.100019015
Profanity0.034146797
Threat0.012699619
Severe Toxicity0.009002686
Low Tox 0.2359567 Constructive 0.555
Oct 31, 2018 How much do refugees and …
NO 👎 👎 1 IN 5 IS NOT AN Immigrant! First Nation is real
NO 👎 👎 1 IN 5 IS NOT AN Immigrant! First Nation is real
Identity Attack0.2028587
Insult0.0623257
Profanity0.021535112
Threat0.0071717775
Severe Toxicity0.008544922
Low Tox 0.2359567 Low Con 0.221 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service …
It's worse than this video shows. I don't live in Brampton and my town is entirely * after 10 years. Everywhere I go is * people. It doesn't matter what store or business or service I contact it's just * people now. When I went to college everyone was from there. This was a regular local college that Canadian kids aspire to go to. They made up 90% of the classmates, they never showed up to class, they refused to participate in team projects, nobody failed. They did so poorly but the school charges 3x. My final year they cancelled final exams because they decided too many international students would fail. They are from the same country but they have different religions and from different cities that hate each other so they would refuse to communicate with each other. Imagine you meet someone from another province and you hate them and aren't afraid to crashout in public over it. My next door neighbors there is so many people living in the house that they live there on a schedule one group in and one group out. You would think they would be going to work NO they literally hang out all day long like a bad 90s comedy movie. In the last 10 years all of the house in my town skyrocketed in price. The people around me all bought around 2010 - 2015 for $150k - $260k and sold for around $1m 2023 - 2026. Average house price in my town has stayed at 3x what it was 10 - 15 years ago. They don't rake their leaves, they don't clean up their trash, they don't clear their snow from their driveways. Both my parents are immigrants, they came here poor had to work, had to respect the country and its laws and culture because that's what allowed Canada to be successful so they could come here. All I hear about or see now is immigrants from the one country? When I was a kid I grew up with every nationality where did everybody go?
Identity Attack0.036105253
Insult0.089778624
Profanity0.094542764
Threat0.008505191
Severe Toxicity0.00831604
Low Tox 0.23415339 Constructive 0.684 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
As First Nations is Indian they are claiming Canada 🇨🇦 is belong to them and they will take it back The terrible part is any business they run except their own kind they never hire …
As First Nations is Indian they are claiming Canada 🇨🇦 is belong to them and they will take it back The terrible part is any business they run except their own kind they never hire other Canadians
Identity Attack0.2463217
Insult0.07808672
Profanity0.015932998
Threat0.0070034824
Severe Toxicity0.0052261353
Low Tox 0.23198941 Moderate Con 0.368
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with …
What does it cost to imprison a 100,000 foreigners? A million? What does it cost the justice system to get an arrest, trial and conviction? What does it cost in damages and ruined lives with illegals crimes? In America I figure we pay about 50 billion a year for all the above... every year, year in, year out.What does it cost America with the illegals sending unreported earnings out of the country, what does it cost in terms of uncollected government revenues? What does it cost to provide free birth services to 10% of the total population- being illegals getting 'Welfare baby' services? What does it cost the education system?I figure another 50 billion a year, year in and year out...For those that say America WAS built on immigration, realize America did NOT build on immigration with all these benefits... hence Immigrants had to become full fledged participants and be absorbed into the common fabric of America.For those expecting a 'One World Order, realize the immigrants must first fix their own country first.. if there is to be a 'One World Order' fabric otherwise 'Our Fabric' becomes their 'Fabric' and not a Fabric of Democratic principles we have in our society.Only by observing a common pattern in other countries where immigrants get the same benefits in those other countries is there any 'One World order' capable of extending benefits to all the same way.For now, all we have is immigration collapsing the ability for this Nation to provide Social services to everyone. And then what?
Identity Attack0.18391247
Insult0.081261896
Profanity0.023106437
Threat0.020954676
Severe Toxicity0.007820129
Low Tox 0.22579013 Constructive 0.718
Dec 20, 2018 1 likes How much do refugees and …
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy …
The superpower of India is its unlimited Indians. The plan is to send these unlimited Indians to all developed countries, where they take root in every sector and send remittances back to India. This strategy repeats again and again: Indians go out, money comes in. The incoming funds are used to rebuild and strengthen India. Over time, this process creates a powerful India, one that not only rises on the global stage but also begins to take over developed nations from within. That’s how they conquer the world.
Identity Attack0.27171627
Insult0.08212569
Profanity0.051932767
Threat0.023026628
Severe Toxicity0.01159668
Low Tox 0.22445217 Moderate Con 0.399 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having …
Nothing CBC says is believable. They lie, contradict and omit information at will. Its time to think about demanding accuracy or getting rid of this national waste of money. What is the point of having news, if it is mostly one sided and bull?
Identity Attack0.0075845607
Insult0.16817254
Profanity0.02167175
Threat0.0083886795
Severe Toxicity0.0029754639
Low Tox 0.22043827 Low Con 0.228
Feb 20, 2018 How much do refugees and …
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
You May Be Wondering, "Why Should I Care About What's Happening In The UK? There Is A Chance That In The Next Few Decades, CANADA Will Become an INDIAN-Majority Nation
Identity Attack0.25140062
Insult0.061451588
Profanity0.025360947
Threat0.00866054
Severe Toxicity0.0077056885
Low Tox 0.22043827 Low Con 0.279 Fear_Threat
Jan 27, 2026 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 …
Il faut un moratoire sur tout immigration au Canada. On est en train de détruire la cohérence de la nation.
Il faut un moratoire sur tout immigration au Canada. On est en train de détruire la cohérence de la nation.
Identity Attack0.14019285
Insult0.16853803
Profanity0.011031146
Threat0.009696201
Severe Toxicity0.014769804
Low Tox 0.21642438 Low Con 0.199 Policy_Critique
Feb 12, 2026 Canada's tighter immigration policy divides …
They have ruined our nation. Canada needs ICE.
They have ruined our nation. Canada needs ICE.
Identity Attack0.027011903
Insult0.083359696
Profanity0.018734055
Threat0.03856628
Severe Toxicity0.005683899
Low Tox 0.21374844 Low Con 0.269
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
The next video you do, you have to do it about how Minneapolis won and created the national blueprint for TACO. Search : Trump Deportation Plan Minneapolis, illegals win! 🏳️🏳️🇺🇸🏳️🏳️
Identity Attack0.16373143
Insult0.06739554
Profanity0.01627459
Threat0.010395273
Severe Toxicity0.005531311
Low Tox 0.21241048 Moderate Con 0.347 Unverified_Claim
Jan 30, 2026 Inside Canada's Indian Invasion...
Every single Western nation is being destroyed. This is not a coincidence!
Every single Western nation is being destroyed. This is not a coincidence!
Identity Attack0.10221587
Insult0.056133457
Profanity0.023789622
Threat0.059796512
Severe Toxicity0.006828308
Low Tox 0.21241048 Low Con 0.126 Fear_Threat
Jan 27, 2026 12 likes Inside Canada's Indian Invasion...
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
WE NEED ICE - NOW PEOPLE, Deport Deport Deport - 51st State ASAP... We need COMMON SENSE LEADERSHIP ❤PRESIDENT TRUMP "ONE NATION UNDER GOD"
Identity Attack0.089145996
Insult0.05964688
Profanity0.019553876
Threat0.038220957
Severe Toxicity0.010757446
Low Tox 0.21107252 Moderate Con 0.376 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming …
First opting as per DNA report aboriginal people they came from India 7300 years ago and they came much earlier than European. We are the first one who came here and second babe start coming to canada 1870. We fight to world war even protect this country as well and protecting you from Nazi more than 350,000 sikh soldier died in fast and second world. but we never complained why the people coming from Ukraine and other European country and some racist they are only less than 0.001% and they’re talking about the Indians are coming to Canada why dehydration start coming to Canada for less electric and less than 300 400 a year but we come to Canada 7300 years ago this is proven DNA and we are willing to sacrifice our life to protect nation. This is our country as well. If you don’t know the history first learn it.
Identity Attack0.13591312
Insult0.110259406
Profanity0.025497584
Threat0.011223801
Severe Toxicity0.0066375732
Low Tox 0.20973456 Constructive 0.616 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Which is why every store you walk into today, looks like you're in a third world nation. And for some weird reason, they ALWAYS vote Liberal.
Identity Attack0.13805299
Insult0.0817555
Profanity0.016616182
Threat0.006317357
Severe Toxicity0.004673004
Low Tox 0.20705862 Low Con 0.26
Jun 19, 2025 3 likes How Canada broke its immigration …
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
my neighbour is first nation and he says he can't believe how many euros have flooded the place...they've taken over.
Identity Attack0.17226285
Insult0.06302499
Profanity0.04491858
Threat0.012699619
Severe Toxicity0.0075149536
Low Tox 0.20572066 Constructive 0.592 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of those "Indians" would tell you they aren't Indian but rather Punjabi (the latter being their ethnicity, whereas Indian was their former nationality).
Most of those "Indians" would tell you they aren't Indian but rather Punjabi (the latter being their ethnicity, whereas Indian was their former nationality).
Identity Attack0.28034934
Insult0.06459839
Profanity0.03915693
Threat0.00814271
Severe Toxicity0.0065231323
Low Tox 0.2043827 Moderate Con 0.395
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
First nation, Inuits (Siberian, Chinese) would probably have said the same about white European settlers.
First nation, Inuits (Siberian, Chinese) would probably have said the same about white European settlers.
Identity Attack0.23922618
Insult0.035443626
Profanity0.040910475
Threat0.0101363575
Severe Toxicity0.005760193
Low Tox 0.20312156 Moderate Con 0.407 Moral_Argument
Jan 27, 2026 7 likes Inside Canada's Indian Invasion...
What about holding the officials accountable who processed and issued their visas in the first place? How did they get in? There’s no way their paperwork didn’t have any red flags. If there were truly …
What about holding the officials accountable who processed and issued their visas in the first place? How did they get in? There’s no way their paperwork didn’t have any red flags. If there were truly no red flags, that means our system is broken or not competent enough to catch them and protect the safety and security of this nation. Or did we just lower the requirements, skip security checks, and issue the visas anyway? Now we have these criminals walking our streets and terrorizing citizens. How did they get guns? How broken is our system? Logically, something needs to make sense: either we severely compromised our processes and allowed this to happen, or we are seriously incompetent.
Identity Attack0.027413858
Insult0.16053712
Profanity0.024267852
Threat0.010913103
Severe Toxicity0.0044059753
Low Tox 0.20265625 Moderate Con 0.414 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada was a new covenant monotheistic Christian nation.
Canada was a new covenant monotheistic Christian nation.
Identity Attack0.24293575
Insult0.06889887
Profanity0.019280603
Threat0.0064985976
Severe Toxicity0.0049591064
Low Tox 0.20242359 Low Con 0.157
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Some of their plans are not to assimilate but to over populate and dominate and transform Canada into the place they left. Some immigrants come with a plan to assimilate, and some come with plans …
Some of their plans are not to assimilate but to over populate and dominate and transform Canada into the place they left. Some immigrants come with a plan to assimilate, and some come with plans to annihilate a culture. Pray for our nation Canada.
Identity Attack0.19693321
Insult0.06494803
Profanity0.013985921
Threat0.024062606
Severe Toxicity0.0064849854
Low Tox 0.20149297 Moderate Con 0.416 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, …
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, Inuit, Métis, and many more.. had lived here for thousands of years before Canada even existed. Colonization brought disease, massacres, land theft, and the cultural genocide of residential schools, where countless Indigenous children suffered and died. The Canada these people now claim as their own was built on stolen land and Indigenous blood. And now, the same system they built.... one that preaches democracy, equality, and freedom is biting them back, as people from every corner of the world, including those with darker skin, come to settle, contribute, and rightfully share in what they once stole. History has a way of balancing itself and this time, justice looks a lot more diverse...
Identity Attack0.14661247
Insult0.08831572
Profanity0.016616182
Threat0.012337137
Severe Toxicity0.005760193
Low Tox 0.20126031 Constructive 0.676 Moral_Argument
Oct 27, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two …
I feel this video does cover what's happening but don't answer the question why its happening. Here's what i think- To start with - A major population of indian immigrants in Canada come from two provinces/states - Punjab and Gujarat. From Punjab - Most of the population who migrates to Canada are villagers. They are notoriously famous in Punjab cities as well for creating trouble. They have no civic sense, always getting involved in illegal stuff, some use drugs, no etiquettes, poor hygiene and very arrogant sometimes. Another thing, Canadian government over the years stopped taking in-person interviews and got lenient with rules for gaining a visa especially for students which doesn't make sense and one should be catious so of what kind of people they are letting in their country. This leads to letting in a bunch of wrong people who are already a troublemaker in Punjab and then represents a bad of side of Indians. A side note - Every Indian province is very very different and not all people are same in India. It's definitely a shit situation which shows Canadian government definitely needed a better way to handle immigration. A lot of international students has been exploited by the system as well if you get to know from there point of view as well. Seeing the thumbnail and title of this video shows what kind of a person Tyler is. Without a proper research and understanding, he just made a video to appease people who hates on Indians. Title says Invasion, is he for real? I see way more Chinese immigrants here in Canada than any other nationality. Punjabi Indians are to be blamed as for creating a bad picture for themselves but hating on whole country without knowing them feels prejudiced. I hope whoever is reading to really open their eyes and understands that this is a government failure for not having strict rules and regulations. Indians have been immigrating to Canada for more than 100 years but you see them as a problem now due to last 8 years of bad decisions. Last thing, you see more Indians in Tim Hortons and mock them, is that a bad thing on loving and supporting a Canadian brand? Definitely poor english speaking employees is a problem, but that is a management issue. You don't like it, have a word with the Manager if they don't act on it, then I guess they don't really care for your opinion. Its on you now whether you want your coffee or better english 😂
Identity Attack0.17536941
Insult0.08831572
Profanity0.022423252
Threat0.008789998
Severe Toxicity0.0049591064
Low Tox 0.20009702 Constructive 0.774 Policy_Critique
Feb 20, 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.