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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: "From Canada. This is the …" 6,088 comments · Page 106 of 244
Canada be smelling like BO everywhere! 😅
Canada be smelling like BO everywhere! 😅
Identity Attack0.26325142
Insult0.17858955
Profanity0.031140719
Threat0.007068211
Severe Toxicity0.009346008
Low Tox 0.28547668 Moderate Con 0.335 Humor_Satire
Feb 9, 2026 1 likes Inside Canada's Indian Invasion...
Poop festival in Canada 2028
Poop festival in Canada 2028
Identity Attack0.025806036
Insult0.082866095
Profanity0.22703624
Threat0.009618527
Severe Toxicity0.014382465
Low Tox 0.28547668 Low Con 0.199
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a c hair from becoming a third world country.
Canada is a c hair from becoming a third world country.
Identity Attack0.25309357
Insult0.18852992
Profanity0.062454045
Threat0.008194493
Severe Toxicity0.012207031
Low Tox 0.28547668 Low Con 0.234 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work …
If you go to Canada, you will mostly see Punjabi people there. I don’t know why Punjabi people have become so obsessed with Canada. They mostly refer to going to Canada. They don’t even work properly or look for jobs in India; they just prefer going to Canada. I don’t know what kind of jobs they get there. Some of them go there depending on relatives, and some go illegally, which is completely wrong. Because I want to say one true thing about Indian people: there is very little civic sense in India. Yes, if they belong to the upper class, then they may have some civic sense, but in the lower and middle class, civic sense is very low. That’s why wherever they go, they behave the same way they think, without caring that they are in another country. They don’t care about respecting that country or adjusting to its culture. Instead, they try to impose their own culture everywhere. They want to create their own space everywhere and put their own things everywhere. But if foreigners come to India and live here permanently, they just do their work and live normally. Even if they do something publicly to promote their own culture, Indians will immediately go against them. But I haven’t seen the same reaction outside. People there should also oppose this; otherwise, Indians will really spread everywhere in the same way.
Identity Attack0.36702603
Insult0.16773392
Profanity0.062454045
Threat0.009644418
Severe Toxicity0.012359619
Low Tox 0.28547668 Constructive 0.67 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
I'm Canadian and can't find a job. I've been looking for over a year and a half. Companies aren't hiring Canadians. How could our own government do this to us? They've killed Canada.
Identity Attack0.15517195
Insult0.071750276
Profanity0.032142747
Threat0.26455072
Severe Toxicity0.008049011
Low Tox 0.28547668 Constructive 0.569
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA …
4:57 Of course Indian migrants contribute way more than African or Muslim migrants this goes without saying. That explains how we are literally the most successful group in the west. Indians in the UK USA Australia according to govt stats themselves have the highest income per capita, tax contribution per capita lowest crime rate and highest education levels (in the USA it is measured by standardized test scores like avg SAT scores and % of population with college degrees). This is a proven fact based on the figures no other community/demographic is as law abidding and successful as Indians in every single western country. Indians are CEOs of major tech firms like microsoft google adobe ibm etc yet you won't mention that cause it goes against your agenda. The most successful demographic in the west (US UK Canada) are Indians. Highest income per capita, highest education levels and lowest cmre rates. When Indians move into a neighborhood property prices rise. This isn't creating chaos as this kid claims as Indians assimilate pay taxes have extremely low crmre rates and also the highest tax and income contribution per capita. Instead of making videos constantly deriding Indians why don't you point out the fact street harrassers across western europe targeting women are almost all Muslims from Afghanistan, Pakistan etc. Most pdfile groomong gongs in the UK are comprised of pakistani abdools. They have been operating in every town and city since the 60s. This youtuber probably doesn't even know who Tommy Robinson is
Identity Attack0.32476485
Insult0.0836065
Profanity0.10301965
Threat0.013702838
Severe Toxicity0.015221698
Low Tox 0.2854733 Constructive 0.744 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What’s going on? They’re invading Thailand, Canada. What’s going on with the Indians??
What’s going on? They’re invading Thailand, Canada. What’s going on with the Indians??
Identity Attack0.36702603
Insult0.06687108
Profanity0.029050145
Threat0.014911477
Severe Toxicity0.009613037
Low Tox 0.2854733 Low Con 0.262 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
canada will collapse if they dont remove outsiders
canada will collapse if they dont remove outsiders
Identity Attack0.20680901
Insult0.055547886
Profanity0.03690237
Threat0.34804323
Severe Toxicity0.014898917
Low Tox 0.2854733 Low Con 0.137
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I am an Indian. Many of the new comers from the North of India , whether students or immigrants, do not speak English fluently. Some, especially the Punjabis, cannot even read and speak even a …
I am an Indian. Many of the new comers from the North of India , whether students or immigrants, do not speak English fluently. Some, especially the Punjabis, cannot even read and speak even a single sentence in English. They bribe the immigration officials and get the IELTS certificate for whichever score/band they need. Some of them have a criminal background. When the inquiry for background check comes up, they bribe the police to get a clean certificate... and they all immigrate to Canada, Australia, New Zealand and other Western countries. Every other brown skinned people gets hated and embarrassed because of these people. I have a strong feeling that many in IRCC are of Indian decent and they help these people. These people are racists, arrogant, selfish, greedy, rude, disrespectful, uncivilized and mostly unintellectual. They don't even respect people from other parts of India.
Identity Attack0.31892163
Insult0.16824563
Profanity0.048175167
Threat0.0113014765
Severe Toxicity0.01121521
Low Tox 0.2854733 Constructive 0.58
Sep 28, 2025 1 likes IRCC Names India in Study …
Being punjabi born in canada. No hate towards no one but come on canada is not canada no more. I remeber back to 2005-2010 compared to now. We lost our home, we grew up with …
Being punjabi born in canada. No hate towards no one but come on canada is not canada no more. I remeber back to 2005-2010 compared to now. We lost our home, we grew up with canadian values even though my parents are immigrants, my parents also did there best to adapt when they came here in the 1960s. I love both cultures but it does feel like we LOST our home. Canada is all i know but its turning into something else. STOP IMMIGRATION WE ARE FULL IN CANADA. All the immigrants coming as "students" should be SENT HOME after they study as they swore to do when they were granted that visa.
Identity Attack0.28622448
Insult0.1469393
Profanity0.032142747
Threat0.008531082
Severe Toxicity0.012574885
Low Tox 0.2854733 Constructive 0.78
Aug 26, 2025 Why Canadians Are Turning Against …
PETITION TO DEPORT IMMIGRANTE FROM CANADA & VOTE FOR CONSERVATIVE⬇️
PETITION TO DEPORT IMMIGRANTE FROM CANADA & VOTE FOR CONSERVATIVE⬇️
Identity Attack0.28883415
Insult0.06984934
Profanity0.01627459
Threat0.033386398
Severe Toxicity0.011062622
Low Tox 0.2854733 Low Con 0.25
Aug 27, 2025 Why Canadians Are Turning Against …
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
😐😐😐CANADA IS DOOMED! These separatists are running from their own country and their only mantra is money. Liberal politicians are responsible for this invasion.
Identity Attack0.1808059
Insult0.16883044
Profanity0.021876704
Threat0.009100696
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.144 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Ha ha serves Canada right. You took them deal with it. The real citizens are homeless. Even deadpool love them. When it comes to other nationality the standards are soooo high but when it comes …
Ha ha serves Canada right. You took them deal with it. The real citizens are homeless. Even deadpool love them. When it comes to other nationality the standards are soooo high but when it comes with Indians and Pakistanis its like "come on In"...
Identity Attack0.31892163
Insult0.11978693
Profanity0.024814399
Threat0.00789674
Severe Toxicity0.00869751
Low Tox 0.2854699 Moderate Con 0.353
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time …
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time just to earn money in order to stay longer in Canada and America. Bakeries in Toronto hire a lot of them through private employment agencies and pay them cash under the table. In other words, they just apply for permits so they can work and say screw education 😂
Identity Attack0.04177703
Insult0.16868424
Profanity0.22663295
Threat0.007068211
Severe Toxicity0.00793457
Low Tox 0.2854699 Constructive 0.552
Sep 28, 2025 IRCC Names India in Study …
Yaaaaaa. That restaurant look REALLY busy. Indian restaurants open up in any available location in Brampton, which now has Indian people in Brampton questioning, "How many different ways can you possibly cook Indian food?" A …
Yaaaaaa. That restaurant look REALLY busy. Indian restaurants open up in any available location in Brampton, which now has Indian people in Brampton questioning, "How many different ways can you possibly cook Indian food?" A petition went out online in 2023, in Brampton, that McDonalds wasn't catering to the "Indian Culture". It's a simple fact that the 10% of the "privileged culture" that are coming over to Canada are completely destroying the reputations of the Indians that came here and worked for their futures, to now being classified as the ignorance being brought to Canada for India
Identity Attack0.33352965
Insult0.11172232
Profanity0.04792466
Threat0.0100069
Severe Toxicity0.010299683
Low Tox 0.2854699 Constructive 0.661 Identity_Assertion
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I moved here from South America almost 30 years ago and worked to learn the culture and values. When in arrived in Vancouver I was shocked to see so many Chinese people.. it was not …
I moved here from South America almost 30 years ago and worked to learn the culture and values. When in arrived in Vancouver I was shocked to see so many Chinese people.. it was not my idea of Canada. Then I moved to Toronto and was shocked to see so many Indians. As an immigrant myself I'm against these immigrants that come here and don't learn the culture and have no appreciation for the Canadian way of life. This is 100% a failure of government policy . Trudeau made the situation so much worse.
Identity Attack0.34324843
Insult0.15982662
Profanity0.025497584
Threat0.009722093
Severe Toxicity0.009841919
Low Tox 0.2854699 Constructive 0.728
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian born Chinese guy, i couldn't agree more with the people who said they refuse to assimilate. It's honestly embarrassing for people like my parents who immigrated and assimilated properly to Canada many …
As a Canadian born Chinese guy, i couldn't agree more with the people who said they refuse to assimilate. It's honestly embarrassing for people like my parents who immigrated and assimilated properly to Canada many years ago. Same can be said about the mainland Chinese people in Vancouver. Like the whole driving thing...people dont follow the rules and have patience, gee, i wonder where tf that came from, b/c it was never like that when I got my license 20 years ago. Tbh blue coat man was legit a lot like my dad
Identity Attack0.18468912
Insult0.16751462
Profanity0.28708664
Threat0.008362788
Severe Toxicity0.013672344
Low Tox 0.2854699 Constructive 0.751
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I visited my friend in Toronto. He warned me about Brampton, Ontario. One of the worst drivers in Canada. They drive like they drive back home. The guy on the bike really speak his minds. …
I visited my friend in Toronto. He warned me about Brampton, Ontario. One of the worst drivers in Canada. They drive like they drive back home. The guy on the bike really speak his minds. I wouldn’t call him racist. He doesn’t recognize Canada anymore.
Identity Attack0.20878418
Insult0.21602537
Profanity0.020373698
Threat0.0076507707
Severe Toxicity0.005722046
Low Tox 0.2854699 Constructive 0.685 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
They were brought to destroy Canada.
They were brought to destroy Canada.
Identity Attack0.10221587
Insult0.07523532
Profanity0.027820412
Threat0.13815513
Severe Toxicity0.010910034
Low Tox 0.2854699 Low Con 0.232
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
This isn't immigration and assimilation. This is invasion. I think if you come to Canada, you are no longer a Sikh, Muslim, Indian etc. You're Canadian. There shouldn't be sub-cultures inside Canada. We shouldn't see …
This isn't immigration and assimilation. This is invasion. I think if you come to Canada, you are no longer a Sikh, Muslim, Indian etc. You're Canadian. There shouldn't be sub-cultures inside Canada. We shouldn't see people's skin color. If anything, we are MORE obsessed with skin color than we were in the 90s.
Identity Attack0.37730414
Insult0.07840354
Profanity0.021125201
Threat0.008323951
Severe Toxicity0.010986328
Low Tox 0.2854699 Constructive 0.555
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
As a white Canadian in a skilled trade who has lost 100's of thousands in work to lower bids from East Indians it honestly makes me wanna apply for M.A.I.D I worked for four years …
As a white Canadian in a skilled trade who has lost 100's of thousands in work to lower bids from East Indians it honestly makes me wanna apply for M.A.I.D I worked for four years In a apprenticeship to get my redseal these guys come work for three months at the union's an they leave start their own company it's only 150$ for a business license in Canada and than they cut my throat a job worth 80 a sheet for hang tape an paint they come an bid at 15$ a sheet! HOW CAN WE COMPETE? Anyways I just wanted to comment because I may legit just give up an self delete here rather soon :( I'm 26 btw been in the trades since 15
Identity Attack0.27759558
Insult0.15627414
Profanity0.084844165
Threat0.01254427
Severe Toxicity0.01393057
Low Tox 0.2854699 Constructive 0.71 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
canada is being taken with dirty money. that's it. period.
canada is being taken with dirty money. that's it. period.
Identity Attack0.10221587
Insult0.21368977
Profanity0.030389199
Threat0.007262398
Severe Toxicity0.0048446655
Low Tox 0.2853768 Low Con 0.133 Unverified_Claim
Sep 30, 2025 23 likes IRCC Names India in Study …
👍 good luck Canada!!! But i forget President Trump and the USA are problem!!!
👍 good luck Canada!!! But i forget President Trump and the USA are problem!!!
Identity Attack0.18158256
Insult0.24171697
Profanity0.01174849
Threat0.008453408
Severe Toxicity0.005455017
Low Tox 0.2853768 Low Con 0.291
Oct 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada bhi pahuch jaat paat .... Shudra brahman shuru kar diya in logo ne .
Canada bhi pahuch jaat paat .... Shudra brahman shuru kar diya in logo ne .
Identity Attack0.29035977
Insult0.26196828
Profanity0.07385241
Threat0.058180105
Severe Toxicity0.021935565
Low Tox 0.2853768 Low Con 0.13
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming to Canada, but this is all a part But this is all on purpose by our very own Liberal governments. Liberal is the key word. The people who defy God.
Identity Attack0.32184324
Insult0.10148193
Profanity0.027410502
Threat0.008634649
Severe Toxicity0.006942749
Low Tox 0.2853768 Moderate Con 0.48
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)

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.