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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 only province that has …" 114 comments · Page 2 of 5
I live an hour from Brampton, all of the bs from Brampton spills over into other cities and creates problems across the province. We need to lock brampton in a giant dome
I live an hour from Brampton, all of the bs from Brampton spills over into other cities and creates problems across the province. We need to lock brampton in a giant dome
Identity Attack0.089145996
Insult0.16861114
Profanity0.18049006
Threat0.17648515
Severe Toxicity0.015479924
Moderate 0.30452284 Constructive 0.558
Jan 27, 2026 Inside Canada's Indian Invasion...
Well, the ELECTED of BRAMPTON, Ontario should REALY GET THEIR ACTS TOGETHER. Many, many accidents in the province of Quebec from ILLEGAL INDIAN TRUCK DRIVERS causing deaths! Big time URGENT issue! Thanks for the people …
Well, the ELECTED of BRAMPTON, Ontario should REALY GET THEIR ACTS TOGETHER. Many, many accidents in the province of Quebec from ILLEGAL INDIAN TRUCK DRIVERS causing deaths! Big time URGENT issue! Thanks for the people who spoke up against this phenomena of the "new immigration" (that want everything for free with no effort) - probably at their own risk.
Identity Attack0.35299334
Insult0.14150882
Profanity0.017504321
Threat0.04233929
Severe Toxicity0.012833111
Moderate 0.30452284 Constructive 0.654 Unverified_Claim
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's …
Don't sweat people , the state we are in right now it's not a bad governing ,everything was design and decided I think in 1996, and look at the news from around the world, it's everywhere ,Europe is completely flooded by immigrants which will never integrate with their culture . Governments don't even want to fix this problem ,those corrupted officials are in fevered of multicultural world without religion and national identity .Without fight and blood on the streets nothing will be changed , I root for Alberta to separate, maybe other provinces will open their eyes then.
Identity Attack0.24150419
Insult0.1935001
Profanity0.0864606
Threat0.029069828
Severe Toxicity0.012962224
Low Tox 0.28674445 Constructive 0.525 Fear_Threat
Aug 28, 2025 Why Canadians Are Turning Against …
Omg can't believe you made a video on this. Tbh every province is populated by them now. (Not racist just facts lol)
Omg can't believe you made a video on this. Tbh every province is populated by them now. (Not racist just facts lol)
Identity Attack0.16993292
Insult0.06722072
Profanity0.09292633
Threat0.010705971
Severe Toxicity0.0127685545
Low Tox 0.2854971 Moderate Con 0.426
Jan 27, 2026 Inside Canada's Indian Invasion...
So it's okay for the French to do it but if any other province or territory in Canada did it we'd be called racist
So it's okay for the French to do it but if any other province or territory in Canada did it we'd be called racist
Identity Attack0.27875587
Insult0.10587067
Profanity0.027820412
Threat0.007870848
Severe Toxicity0.006942749
Low Tox 0.2786282 Moderate Con 0.387
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in …
Punjab is India! Why are the lying. Punjab,for those that don't know is a province in India. By the way Canada is a province of India located in North America. Believe me I live in Vancouver and for the past ten years and I feel like I've been teleported to India or Pakistan. It's scary bc I've never planned to live in India, but here I'm. Durka durka ! 😅
Identity Attack0.26833034
Insult0.16817254
Profanity0.07870171
Threat0.008582866
Severe Toxicity0.008506775
Low Tox 0.27525392 Constructive 0.655 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I've been to several different Tim Hortons in my province and multiple times I've received eggs with mold I no longer go there the falloff is crazy
I've been to several different Tim Hortons in my province and multiple times I've received eggs with mold I no longer go there the falloff is crazy
Identity Attack0.012061302
Insult0.18728738
Profanity0.10116278
Threat0.0091524795
Severe Toxicity0.0065231323
Low Tox 0.27047762 Constructive 0.618
Jan 27, 2026 10 likes Inside Canada's Indian Invasion...
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Identity Attack0.012340514
Insult0.2435641
Profanity0.026044132
Threat0.006641001
Severe Toxicity0.0031661987
Low Tox 0.25462922 Moderate Con 0.459 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our …
You talk about the French Language??? Ottawa is a ENGLISH province. The French language was implemented by Trudeaus dad when it was English only and Quebec wanted to separate. The French people take up our government jobs in Ottawa and leave the lower paying jobs to other non speaking French. Go to Quebec they have NO ENGLISH SIGNS, but come to Ottawa making sure they are entitled!. Im sick of the language barrier its discrimination and take the free riders from other countries with you.
Identity Attack0.15945168
Insult0.16766082
Profanity0.016479544
Threat0.0065050707
Severe Toxicity0.005760193
Low Tox 0.25462922 Constructive 0.516 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
While at Conestoga College (Indian central for schools), I chatted with an Indian about Punjab. He told me they have the worst work ethic among all Indian provinces.
While at Conestoga College (Indian central for schools), I chatted with an Indian about Punjab. He told me they have the worst work ethic among all Indian provinces.
Identity Attack0.2823795
Insult0.09416737
Profanity0.042413518
Threat0.008738215
Severe Toxicity0.0065612793
Low Tox 0.25462922 Constructive 0.59 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live at home with me, because none of us can afford to live on our own as we rent, and they can't find work anywhere. The government needs to fix the problems they have before bringing in new people. If your own people can't survive, why the hell are you bringing in more people. Up goes the crime rate, up goes homelessness. The worst part is most homeless people are born and bred Canadians, while the immigrants get jobs and housing pretty much handed to them. I don't think the prime minister should have been able to make the decision to bring more and more immigrants here with out asking the people.
Identity Attack0.028418748
Insult0.13607834
Profanity0.2687007
Threat0.00933372
Severe Toxicity0.010604858
Low Tox 0.25462922 Constructive 0.778 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
Took a road trip out west this summer. Every province, in every city or small town with a population of 700 people. All Indians working at fast food places. The country is no longer great.
Took a road trip out west this summer. Every province, in every city or small town with a population of 700 people. All Indians working at fast food places. The country is no longer great.
Identity Attack0.28034934
Insult0.0720671
Profanity0.022013342
Threat0.008582866
Severe Toxicity0.0076293945
Low Tox 0.24924077 Constructive 0.527 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
😂 Quebec is now the smart province 😂 who would have thought . This needs to go Canada wide enough Indians … there are too many…
Identity Attack0.25309357
Insult0.0811385
Profanity0.025497584
Threat0.0075083673
Severe Toxicity0.007133484
Low Tox 0.2396185 Low Con 0.257 Identity_Assertion
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Bogus claims and cheating the system in the government coz mostly are Indians descent in the offices especially in the country Canada. Better watch the government employees around the country and provinces.
Bogus claims and cheating the system in the government coz mostly are Indians descent in the offices especially in the country Canada. Better watch the government employees around the country and provinces.
Identity Attack0.2463217
Insult0.08558089
Profanity0.017436003
Threat0.0070164283
Severe Toxicity0.0044059753
Low Tox 0.23667802 Moderate Con 0.425 Unverified_Claim
Dec 15, 2025 1 likes IRCC Names India in Study …
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...
They have spread throughout All the Provinces of Canada!!! I live in N.B and half the businesses here are Indian(India) owned now . Over the past 12-14yrs, the amount of people from Foreign countries around …
They have spread throughout All the Provinces of Canada!!! I live in N.B and half the businesses here are Indian(India) owned now . Over the past 12-14yrs, the amount of people from Foreign countries around this county and just a cpl more surrounding us has went up 20 fold! ALOT of Indian(Computer Indian, Not the Indians that have Always been here and should rightfully own it) owned companies around here now. No apartments to rent around here anymore, and the ones you find have the rent jacked up to crazy amounts! I get along with all the ones I know. Nice , hard working people. My Dr. Is from India now too!
Identity Attack0.24293575
Insult0.0811385
Profanity0.029186781
Threat0.008116818
Severe Toxicity0.008010864
Low Tox 0.22579013 Constructive 0.761 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Québec is the only province that still feels like its former self since Indians don’t speak French, unlike other provinces, which lack a backbone and only care about money
Québec is the only province that still feels like its former self since Indians don’t speak French, unlike other provinces, which lack a backbone and only care about money
Identity Attack0.18313584
Insult0.08582769
Profanity0.018392462
Threat0.0062396824
Severe Toxicity0.0036621094
Low Tox 0.21508642 Moderate Con 0.345
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Canada is like the Ukraine, a giant money laundering operation. I hope my province will separate. I hope we can reverse replacement theory!!
Identity Attack0.10221587
Insult0.11172232
Profanity0.013507691
Threat0.008013252
Severe Toxicity0.0042533875
Low Tox 0.20839658 Moderate Con 0.366
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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...
GOOD deport Deport DEPORT! I'm starting to look like a minority in my own small little town, let along province of Ontario.
GOOD deport Deport DEPORT! I'm starting to look like a minority in my own small little town, let along province of Ontario.
Identity Attack0.099899694
Insult0.05086332
Profanity0.014839902
Threat0.012854968
Severe Toxicity0.0061035156
Low Tox 0.19789438 Moderate Con 0.415
Dec 24, 2025 31 likes Deportations From Canada at Their …
THE LIBERAL WROTE THIS TO HIDE WHAT IS REALLY HAPPENING IN OUR COUNTRY YOU CAN'T BELIEVE WHAT A LIBERAL TELL YOU NOW DAYS THEY LIE TO MAKE IT LOOK LIKE THEY ARE NOT GIVING OUR …
THE LIBERAL WROTE THIS TO HIDE WHAT IS REALLY HAPPENING IN OUR COUNTRY YOU CAN'T BELIEVE WHAT A LIBERAL TELL YOU NOW DAYS THEY LIE TO MAKE IT LOOK LIKE THEY ARE NOT GIVING OUR MONEY AWAY TO REFUGEES THEN WHY ARE THE PROVINCE ASKING FOR MORE MONEY TO HOUSE THESE REFUGEES
Identity Attack0.08831879
Insult0.07745308
Profanity0.018119188
Threat0.0077802283
Severe Toxicity0.004863739
Low Tox 0.1893425 Low Con 0.221
Aug 19, 2018 3 likes How much do refugees and …
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely …
Thank God. As an American in Québec who is fluent in French, these kind of policies were turning this unique province into another boring and culture-less Ontario. Adios and au revoir. Québec needs to entirely focus on francophone immigration. MOST of these « English speakers » in the « important » industries he is talking about are NOT native English speakers. Go somewhere else where French has not existed for the past 400 years if you do not speak French. Not just immigration fatigue but globalization fatigue.
Identity Attack0.10221587
Insult0.09270445
Profanity0.020646973
Threat0.006815769
Severe Toxicity0.0044059753
Low Tox 0.1883923 Constructive 0.616
Nov 23, 2025 29 likes Quebec Ends Economic Immigration Program …
Should have said something when Trudeau was allowing the masses to enter illegally! This country has gone down hill and illegals have learned to work the system! I couldn’t care less if Canada splits and …
Should have said something when Trudeau was allowing the masses to enter illegally! This country has gone down hill and illegals have learned to work the system! I couldn’t care less if Canada splits and provinces separate. Politicians not listening to their people and putting illegals first!
Identity Attack0.116281845
Insult0.06984934
Profanity0.013985921
Threat0.007573096
Severe Toxicity0.003643036
Low Tox 0.18174082 Moderate Con 0.476
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
As an Indian I know, how illegal immigration happening here and in Canada both, just to enter there. May be that's why you can see only too many Indian from one province only, quality over …
As an Indian I know, how illegal immigration happening here and in Canada both, just to enter there. May be that's why you can see only too many Indian from one province only, quality over quantity
Identity Attack0.22631748
Insult0.036435258
Profanity0.016957775
Threat0.0069387536
Severe Toxicity0.0039863586
Low Tox 0.1798404 Constructive 0.696
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Quebecois here. Situation is pretty bad. Even north east of the province at my surprise. Enough. We tried it did not work. Time to go back. Go fix your country.
Identity Attack0.105836816
Insult0.053791173
Profanity0.013917602
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.17891699 Constructive 0.503 Policy_Critique
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.