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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: "I was one of the …" 1,743 comments · Page 45 of 70
The mass migration of young people to the west is what’s pushing the screw the fed narrative, please Tyler can you shine some light on Alberta. Please man you can positively affect this entire political …
The mass migration of young people to the west is what’s pushing the screw the fed narrative, please Tyler can you shine some light on Alberta. Please man you can positively affect this entire political situation with one video.
Identity Attack0.04332388
Insult0.06477321
Profanity0.09775851
Threat0.0079873605
Severe Toxicity0.0049209595
Low Tox 0.16851899 Constructive 0.572 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution …
I am Canadian and this is so upsetting to me I can’t even watch it. Even the small town I live in is being taken over by them. It’s time for a right wing revolution in Canada. Our politicians sold us out. There Is one and a half billion people in India. Canada has 35 million. If one Percent of India comes here, Canada is done.
Identity Attack0.13591312
Insult0.053205602
Profanity0.017709278
Threat0.01101667
Severe Toxicity0.0042533875
Low Tox 0.16851899 Constructive 0.567
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
If you do not loss you kidney in the hotel, you are lucky one. 👏😄
If you do not loss you kidney in the hotel, you are lucky one. 👏😄
Identity Attack0.0073995716
Insult0.06739554
Profanity0.022901481
Threat0.014566151
Severe Toxicity0.004787445
Low Tox 0.16851899 Moderate Con 0.432 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a particular group of people, Indian is a big group in Canada and around the world, but not the only one. Chinese, Philippines, Latino, Ukrainian, and East European are the majority in Canada. Look in statistics Canada. Hiring specific migrants instead of Canadians is a company decision is pure capitalism. House crisis is a global issue, capitalism (investment vs basic human rights). Inflation is an economic issue. The most wanted criminals in all of Canada, are Canadians. Look into the police web pages, go yourself and see the pictures and names. Blame migrants is a global tactic used 100 years ago by different politics to get elected with the promise of a solution. Migration exists with humanity, economic crises are modern issues. With the wrong diagnosis we get the wrong solutions. Wake up Canada, that is the reason that US is your father.
Identity Attack0.11512129
Insult0.06250052
Profanity0.015113175
Threat0.00713294
Severe Toxicity0.003452301
Low Tox 0.16765249 Constructive 0.753
Aug 26, 2025 Why Canadians Are Turning Against …
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, …
Stop extortion racket you gotta allow citizens to bear hand guns legal ones just limit the amount per household, and if someone breaks in their house at night time or threaten them or their family, you have a right to defend yourselves without being charged for murder
Identity Attack0.0059936526
Insult0.024382202
Profanity0.018392462
Threat0.13853464
Severe Toxicity0.0060653687
Low Tox 0.16765249 Moderate Con 0.477 Policy_Critique
Feb 21, 2026 Canadian immigration officers investigating hundreds …
If you want to find them look at warehouses there's so many illegal ones there
If you want to find them look at warehouses there's so many illegal ones there
Identity Attack0.10221587
Insult0.04383647
Profanity0.019622196
Threat0.00866054
Severe Toxicity0.003376007
Low Tox 0.16678599 Moderate Con 0.354
Oct 29, 2025 IRCC Names India in Study …
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
They come from private one room universities in India without any acredition or check how they graduated. Money works and fake degrees are allotted.
Identity Attack0.10221587
Insult0.07333439
Profanity0.017914234
Threat0.006770459
Severe Toxicity0.0028800964
Low Tox 0.16678599 Low Con 0.215 Unverified_Claim
Mar 2, 2026 Inside Canada's Indian Invasion...
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They …
I lived in Malton in the 1980s when the Sikhs arrived. We were naive in our approach to these newcomers. They bought homes and filled them with up to 25 people breaking property standards. They bought the local school and filled the classrooms with cots for new arrivals. Nothing was monitored. Local police worked tirelessly dealing with cultural differences. They demanded rights! I was refused service in one of their stores. Crime went up by 27%, and research revealed that 7% of students in Mississauga were psychopaths from exposure to war and violence! Then, an Indian friend told me that after Ghandi's daughter's assassination, they went from one village after another, robbing and killing in order to get out of India. Thus, the $5000 cookie jar reference. His car was stolen. Working at the birth registry office, he observed they changed their identity and falsified documents. My 13 year old daughter was thrown up against a wall, and a ceremonial knife was put to her throat. Rapes were happening at the high school. I should have called the police many times, and I deeply regret not stopping this intrusion into our Canadian culture. Hazel, the mayor the time at least, stopped the construction of monster homes. Their sense of supremacy was tangible. It's well past the time to deal with unregistered apts, finding true identities and turning to the Indians made victims of the ruthless greed to get the truth.
Identity Attack0.10221587
Insult0.07365121
Profanity0.035649836
Threat0.01052473
Severe Toxicity0.005836487
Low Tox 0.16678599 Constructive 0.737 Personal_Narrative
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as …
Its not just the new immigrants that makes issues. Early immigrants are the ones running all the frauds and businesses and mostly new comers are victims. They are the ones working in the government as well. Most people i work with me are early immigrants or second generation. They dont vote and shows no interest. All they do is complain. Even after 15 20 years they are not integrated in to canadian society.
Identity Attack0.12208464
Insult0.06921569
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.003490448
Low Tox 0.16678599 Constructive 0.605 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
As an immigrant, I strongly believe that one should keep their religion at home. If your god needs such public demonstration something is wrong. Keep it personal, keep it indoors.
As an immigrant, I strongly believe that one should keep their religion at home. If your god needs such public demonstration something is wrong. Keep it personal, keep it indoors.
Identity Attack0.1444726
Insult0.031146556
Profanity0.020783609
Threat0.0084793
Severe Toxicity0.0037002563
Low Tox 0.16591948 Constructive 0.572
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
I was in Niagra Falls a year ago. I thought I was in Punjab. Not the friendliest people. Very clannish and shifty. Act suspicious of everyone. I was also nearly ran off the road by …
I was in Niagra Falls a year ago. I thought I was in Punjab. Not the friendliest people. Very clannish and shifty. Act suspicious of everyone. I was also nearly ran off the road by one who deliberately tried to sideswipe me in a tractor trailer. Very dangerous!
Identity Attack0.083355546
Insult0.06250052
Profanity0.03990845
Threat0.04167421
Severe Toxicity0.0065994263
Low Tox 0.16591948 Constructive 0.682 Personal_Narrative
Jan 27, 2026 72 likes Inside Canada's Indian Invasion...
Why so targeting just one ethnicity? Go to Richmond and you will find all Chinese, there you find no issues.
Why so targeting just one ethnicity? Go to Richmond and you will find all Chinese, there you find no issues.
Identity Attack0.18391247
Insult0.02618698
Profanity0.018119188
Threat0.011456826
Severe Toxicity0.0043678284
Low Tox 0.16591948 Moderate Con 0.416
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada's supply is manipulated by greedy business groups to jack up prices, but regardless, the outcome is that you have no capacity, hence no point bringing more people until the situation stabilizes for existing ones.
Canada's supply is manipulated by greedy business groups to jack up prices, but regardless, the outcome is that you have no capacity, hence no point bringing more people until the situation stabilizes for existing ones.
Identity Attack0.019776696
Insult0.09563028
Profanity0.018734055
Threat0.0066345283
Severe Toxicity0.0021743774
Low Tox 0.16591948 Moderate Con 0.447 Economic_Argument
Nov 21, 2025 3 likes Quebec Ends Economic Immigration Program …
The population comment by the Pakistani isn't 100% accurate. Sure immigration plays a big role, but undeniably the South Asians still care about having kids and forming a strong family. In my school, most students …
The population comment by the Pakistani isn't 100% accurate. Sure immigration plays a big role, but undeniably the South Asians still care about having kids and forming a strong family. In my school, most students just want to enjoy life, have kids in the far future, and they don't really care about family ties like these cultures do. They'll be tight with their parents but barely know their cousins or uncles. They'll be in their late 30s finally looking to get married and have kids, which is just not realistic biologically. 45 is the average age for menopause, and you see symptoms of menopause happen before then. Not rare to see a woman get perimenopausal symptoms at age 40. Meanwhile these Asians get married "young" (normal age back in the day), and they plan their future around their family's growth. Can't really blame it on immigration when other nations like Japan and Korea don't see a huge immigrant population from South Asia and still show insanely low birth rates for the locals, because they follow the secular societal standard of having one kid so you can enjoy life. South Asians could be living in a shack and still have 5 kids. We make fun of that in the west, and now our population is on a nosedive.
Identity Attack0.15945168
Insult0.06442356
Profanity0.03915693
Threat0.008492245
Severe Toxicity0.005645752
Low Tox 0.165053 Constructive 0.796
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive …
I live in Brampton, i am all for diversity but where is the diversity if everyone is Indian. I am French originally and i am in a minority of one! Let's be clear, the massive Indian increase in the population is due to Trudeau's immigration policy, the indians did not jump over the border as some of the comments suggest, they mostly came here legally, and this was done without broad agreement of the Canadian population as a whole. Canadian population went from being 30 million inhabitants to 40 millions in just over a decade, a massive population increase in a short time due mostly to Indian immigration with huge impact on housing , cost of housing, infrastructure, jobs, taxes, etc... The liberals have a lot to answer for the disaster which Canada has become in the last 10 years and yes they got rid off Trudeau, but they are still in power, stiffling the potential economic growth of Canada which should be a rich country instead of being a country where many people live from pay cheques to pay cheques.
Identity Attack0.17226285
Insult0.053791173
Profanity0.01982715
Threat0.0072365063
Severe Toxicity0.0044059753
Low Tox 0.165053 Constructive 0.801
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) …
I wonder if they discussed how when Indian students who unalive themselves in Canada, the deaths are not treated as such. There are many families who have the remains of their kids (usually young males) repatriated and the death is left unclear. The gov’t of Canada has been obfuscating many such deaths. Was it the Canadian govt fully at fault for the deaths? Not quite… these students are often met with predatory individuals who take advantage of their vulnerable situations: such as predatory landlords who have sometimes 15 or more students renting one house, or unjust working conditions because the employer knows that the immigrants citizenship hopes are tied to the job, etc etc. Ultimately, it’s the Canadian government turning a blind eye to these realities and trying to make the deaths appear due to things other than unalive attempts. This shouldn’t be surprising considering the way the Canadian government has been pushing dystopian legislation around their medically assisted dying program (MAiD). Canada’s medically assisted dying program has the least guardrails of any program of that type in other countries. Not just this, but the legislation for MAiD comes at a time when Canada’s healthcare and mental healthcare systems are collapsing. Trudeau said he would address this with one his re-election promises in 2021: he promised 5 billion for mental health programs. I’ve worked in the field for almost 20 years with youth and that money never arrived, nor has any serious attempt to fund programs occurred since the brutal Canadian pandemic policies massively exacerbated the youth mental health crisis. Perhaps one day someone will be able to trace how the 5 Billion promised was send off in provincial transfers that did not benefit any programs and likely only helped pay for all the upper management, because Canada’s healthcare, education and mental health care systems are absurdly top-heavy. Canada becomes moral dystopian by the day, with regular folks (working class, blue collar, low-income) bearing the burden. Everyday more people join the rank of the oppressed regular people while a few who work in the government or favored industries are overpaid and the stats around all of this corruption are further obfuscated and buried. And as all this occurs, you see bureaucrats like the on in this video smug in their knowledge that most Canadians will never learn how dark the truth is.
Identity Attack0.10221587
Insult0.06722072
Profanity0.018734055
Threat0.024235269
Severe Toxicity0.004386902
Low Tox 0.165053 Constructive 0.679
Sep 30, 2025 1 likes IRCC Names India in Study …
No one on here care about the new immigration policy lol already a health care crisis and housing crisis and this is totally gonna put the final nail in the coffin.
No one on here care about the new immigration policy lol already a health care crisis and housing crisis and this is totally gonna put the final nail in the coffin.
Identity Attack0.057037655
Insult0.047349896
Profanity0.030890211
Threat0.01086132
Severe Toxicity0.004425049
Low Tox 0.165053 Moderate Con 0.311 Fear_Threat
Jan 11, 2026 1 likes Canada’s new rules in 2026
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, …
I grew up in Brampton and I immigrated from India in the early 2000s, one thing that's not mentioned is the recent (2024) riots between Sikhs and Hindus. When I was growing up in Brampton, I had friends who were Sikhs, Pakistani Muslims, Chinese Christians, Hindus, Black, and White. The Sikh seniors used to say good morning to us on the morning walks to school and everyone got along because we accepted that bringing the racial/ethnic conflict from India to Canada was wrong. Recently, there have been tensions, fights, riots, and clashes between Hindu and Sikh Nationalists because the government is not actively filtering for quality immigrants anymore and the people being lured to this country are the ones who can't understand that this is wrong. This would have been unheard of 10 years ago.
Identity Attack0.22261032
Insult0.05086332
Profanity0.02433617
Threat0.011327368
Severe Toxicity0.005531311
Low Tox 0.165053 Constructive 0.829
Sep 18, 2025 2,355 likes Inside Canada's Indian Metropolis (Brampton)
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come …
This is a CBC commercial for Trudeau's Liberals. So, they allow comments here on this story. Other less favorable Liberal stories by the CBC on YouTube, don't allow for a comment section. These migrants come from the U.S. when the economy there is booming...WHY? It makes me wonder if many of these migrants are the worst ones. America is the first choice of most immigrants, what are these migrants running from in the U.S.???
Identity Attack0.10293542
Insult0.06424874
Profanity0.012722028
Threat0.0066086366
Severe Toxicity0.0028800964
Low Tox 0.1641865 Constructive 0.562
Feb 4, 2019 How much do refugees and …
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of …
5:30 minutes in guy on the bike is right in some aspects as I’ve worked with a few and they’re slow and take longer to pick things up they do eventually get the hang of things but their work ethic is very low. However with the IQ he is SPOT ON. I’ve literally tested this in and shown immigrants in Canada a picture of Adolf Hitler swastika armband in sight and all and asked them if they knew who he was and I’ve only had ONE immigrant answer correctly, and most of the people I asked were here in Canada on student visas!
Identity Attack0.07425626
Insult0.07396803
Profanity0.03715288
Threat0.00967031
Severe Toxicity0.0051116943
Low Tox 0.1641865 Constructive 0.711 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get …
This video is typical CBC smokescreen, yes Immigrants and refugees get sponsored. The Legal ones! No issue. But all the illegal immigrants get one year of social insurance too.And the health care benefit they get is the same program the natives get.CBC kind of blends the rules for legal immigration with illegals kind of watering it down to make it not seem as bad. Typical blur the lines!
Identity Attack0.105256535
Insult0.05964688
Profanity0.014634945
Threat0.0065827454
Severe Toxicity0.0031661987
Low Tox 0.1641865 Constructive 0.623
Aug 20, 2018 1 likes How much do refugees and …
There are two punjabs the real punjab is in india and one punjab is in pakistan so ask them because indian punjabi will never say tey come from punjab they say they come from india
There are two punjabs the real punjab is in india and one punjab is in pakistan so ask them because indian punjabi will never say tey come from punjab they say they come from india
Identity Attack0.20680901
Insult0.0623257
Profanity0.06295506
Threat0.011560392
Severe Toxicity0.009651184
Low Tox 0.1641865 Moderate Con 0.349 Identity_Assertion
Feb 12, 2026 Inside Canada's Indian Invasion...
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! …
You are right brother! Me too , it makes me feel sad when I see the speed with witch this country's shining color is fading away in this 10 years I have been in it! I love Canada more than any other place since l was accepted here being stateless , My little family has no other culture , we embraced a canadian one and we are confident to have well chosen!
Identity Attack0.058856625
Insult0.083359696
Profanity0.025087673
Threat0.006433869
Severe Toxicity0.0033569336
Low Tox 0.1641865 Constructive 0.779 Personal_Narrative
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and …
Most effective form of Positive Communications with Indian People In Canada. from this day forward, if in your daily travels and tasks, at any time you run into an Indian in Canada; EXTREMELY POLITELY and with calmness, quietly, with ZERO Levels of loudness or aggression. Friendly introduce yourself, smile, and ask them a very simple questions: "Excuse me, I believe that you are from India" If the answer is Yes then ask this POLITELY: "Why are you here in Canada?" If they answer "Work", then a third question is possible. "Many Indians say that they do not like Canada, weather, religion, food, etc "a recent poll said that less than ONE PERCENT of Single Indian women will ever date a non-Indian Canadian citizen". I am curious who gave you the instructions to never date White Canadian Men? And i am extremely curious about the wave of Single Indian Ladies moving to a country filled with a population of men that you find unattractive and uninteresting to know. "Why would an attractive single Indian Lady that dislikes White Skinned Men, relocate to a Country where the a majority of men are White Shinned ? " Can you tell us the Truth please. We are very interested in learning. THANK YOU
Identity Attack0.17536941
Insult0.054376744
Profanity0.027683776
Threat0.008841781
Severe Toxicity0.005836487
Low Tox 0.1641865 Constructive 0.746 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but …
oh no, look at that statue. Cambodia took the right action. West allowed you in, not these statues. Lol, one months of stay (dude,it is one month), because his brother is staying here , but he would have sold everything in his homeland to come and settle in Canada, and he will start with a visit visa for one months, lol. Slowly breaking into settling down here. Most of these statue lovers, talk about love for their homeland, but they all want to leave their homeland and want to come settle in one of these Western, Christian countries. If you are patriotic , why do you even want to come and settle in Western Christian countries? because deep within they know Christian countries are blessed. I have heard, when they go visit their homeland, they feel so proud telling their locals that they are settled in one of these Western countries and are not locals like them. Double standards of patriotism.
Identity Attack0.03894114
Insult0.07840354
Profanity0.041912504
Threat0.008181547
Severe Toxicity0.004558563
Low Tox 0.16331999 Moderate Con 0.496 Identity_Assertion
Feb 23, 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.