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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 #}

Comment Explorer

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Active: "This is all of Canada …" 6,088 comments · Page 83 of 244
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Sounds like canada wants to follow the big bad Trump and America lol i thought we were the bad guys and yall love illegals
Identity Attack0.33352965
Insult0.2679134
Profanity0.040409464
Threat0.007534259
Severe Toxicity0.009689331
Moderate 0.3389984 Low Con 0.222 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them in. Carney again wore the turban recentky. That should never happen. What message are été sending to the world. That we do have our own identity anymore.The most surprising is thèse Sikh people have no shame in destroying our country, our history, its root, They are rewriting our history by saying they were hère in the 1900. Bullshit. We started to be Invaded little by little 20 years ago, As long as they can abuse the system, they will keep coming ans have bâbord here. It $$ yo gave baby here. It is so madening to see this.
Identity Attack0.38826546
Insult0.26957804
Profanity0.064458095
Threat0.025961896
Severe Toxicity0.020644438
Moderate 0.3389984 Moderate Con 0.423
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Identity Attack0.3817989
Insult0.15911613
Profanity0.019622196
Threat0.014911477
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.32 Economic_Argument
Aug 25, 2025 256 likes Why Canadians Are Turning Against …
As a Brampton resident, the newer Indians, are giving the good ones a bad reputation. It used to be more multicultural city and immigrants actually assimilated with the customs of, Canada. It’s pretty much 90% …
As a Brampton resident, the newer Indians, are giving the good ones a bad reputation. It used to be more multicultural city and immigrants actually assimilated with the customs of, Canada. It’s pretty much 90% Indian now and about half of those don’t show signs of assimilating. Drivers here are so bad man! I’m convinced that a lot of them just pay for it. 😭 Their cuisine is good though, so, I’m grateful for that. 😅
Identity Attack0.3908055
Insult0.24928534
Profanity0.04742365
Threat0.0074954215
Severe Toxicity0.012283325
Moderate 0.3389984 Constructive 0.665 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am from India, and I request Canada authority to act very hard on these people. They only bring shame to India.
I am from India, and I request Canada authority to act very hard on these people. They only bring shame to India.
Identity Attack0.36942887
Insult0.26957804
Profanity0.036401358
Threat0.01750142
Severe Toxicity0.010070801
Moderate 0.3389984 Moderate Con 0.498
Oct 2, 2025 1 likes IRCC Names India in Study …
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the …
Living in canada my experience is that Indian women are a lot nicer than Indian men. Women are more respectful and polite and the men are just MEAN and dont get me started about the driving
Identity Attack0.4006267
Insult0.22770336
Profanity0.07223598
Threat0.007974415
Severe Toxicity0.014447021
Moderate 0.3389984 Constructive 0.537 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
TOO MANY INDIANS IN CANADA
TOO MANY INDIANS IN CANADA
Identity Attack0.40883094
Insult0.1378885
Profanity0.051181246
Threat0.008349842
Severe Toxicity0.015544481
Moderate 0.3389984 Low Con 0.19 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Identity Attack0.04951127
Insult0.11464815
Profanity0.026044132
Threat0.37858796
Severe Toxicity0.018707745
Moderate 0.3389984 Moderate Con 0.431 Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to …
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to end. The standard shouldn’t be that low. We can do better. Responsible Canadians shouldn’t lose their gun rights because of foreign pirates and gangsters.
Identity Attack0.33675182
Insult0.3406697
Profanity0.028230323
Threat0.0101363575
Severe Toxicity0.008010864
Moderate 0.3389984 Moderate Con 0.474 Comparative_Framing
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis …
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis or help poor families in Canada, but instead we are funding the corrupt government.
Identity Attack0.10221587
Insult0.36193377
Profanity0.021876704
Threat0.009204263
Severe Toxicity0.00541687
Moderate 0.3389984 Moderate Con 0.325
Dec 25, 2025 Deportations From Canada at Their …
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
It’s frustrating to see so many people from India in this country. They often claim their homeland is great, so why come here? It feels like they’re having a negative impact on Canada.
Identity Attack0.43896464
Insult0.16480011
Profanity0.025770858
Threat0.007741391
Severe Toxicity0.012703998
Moderate 0.3389984 Constructive 0.544 Identity_Assertion
Nov 2, 2025 IRCC Names India in Study …
Hi guys this is a country of Indians not Canada gone in my opinion
Hi guys this is a country of Indians not Canada gone in my opinion
Identity Attack0.4006267
Insult0.14331897
Profanity0.07514556
Threat0.009799767
Severe Toxicity0.015867263
Moderate 0.3389984 Low Con 0.277 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Identity Attack0.10221587
Insult0.36798462
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.475 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
hindu's are not canadas problem , terrorism supporting religions are
hindu's are not canadas problem , terrorism supporting religions are
Identity Attack0.40158966
Insult0.16839184
Profanity0.043415543
Threat0.011767523
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.146 Fear_Threat
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
everyone in canada has caught their pathogen the fun guy named gus
everyone in canada has caught their pathogen the fun guy named gus
Identity Attack0.2331515
Insult0.3388922
Profanity0.05168226
Threat0.00866054
Severe Toxicity0.010223389
Moderate 0.3389984 Low Con 0.292 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
I hope the human smuggler never gets caught!… he’s getting them out of Canada👍🏻 Doing what the government should be doing. But of course they don’t, because the libtards want them in for the votes.
Identity Attack0.10757765
Insult0.34203702
Profanity0.09868695
Threat0.010214032
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.374 Call_To_Action
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Unfortunate and not good for the future of this country to have these little countries within Canada. It promotes zero assimilation and is ruining Canada. Even the older immigrants from India hate what is happening!
Identity Attack0.38699543
Insult0.22770336
Profanity0.026180768
Threat0.009618527
Severe Toxicity0.0127685545
Moderate 0.3389984 Constructive 0.541
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look …
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look there will be trash, it gotten so bad the owner of the building put a note on all floors saying if you litter or don’t throw out your trash your being recorded and will get fined.
Identity Attack0.36702603
Insult0.26395
Profanity0.057944927
Threat0.010084574
Severe Toxicity0.012435913
Moderate 0.3389984 Constructive 0.575
Jan 27, 2026 Inside Canada's Indian Invasion...
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS …
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS TO THE MAFIA LIBERAL PARTY THAT OPENED THE DOORS FOR THEM.
Identity Attack0.30256465
Insult0.3393024
Profanity0.028640235
Threat0.010239923
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.346
Sep 29, 2025 IRCC Names India in Study …
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people …
Why is it that 90% of these people are Punjabi Sikhs? Canada has been supporting Sikh seperatists to fund the cause back in India. Even other Indians dont like this. Youre letting the wrong people in who want Khalistan. Theyre the ones who did the air india bombings, theyre the ones who assassinated an Indian female prime minister. Instead of having other Indian ethnicities, youre choosing a more extreme one who wont integrate fully. Most dont even know English., unlike other Indians.
Identity Attack0.4139151
Insult0.19225755
Profanity0.031391226
Threat0.060119797
Severe Toxicity0.016125489
Moderate 0.3389984 Constructive 0.516 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Justin Trudeau has destroyed Canada.
Justin Trudeau has destroyed Canada.
Identity Attack0.08170113
Insult0.24630153
Profanity0.03715288
Threat0.08089764
Severe Toxicity0.01083374
Moderate 0.3389984 Low Con 0.202 Policy_Critique
Feb 11, 2026 233 likes Canada's tighter immigration policy divides …
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Identity Attack0.3817989
Insult0.16751462
Profanity0.023721304
Threat0.18281023
Severe Toxicity0.020386212
Moderate 0.3389984 Moderate Con 0.438 Identity_Assertion
Aug 30, 2025 Why Canadians Are Turning Against …
Lol how are Indians in government in canada
Lol how are Indians in government in canada
Identity Attack0.39334553
Insult0.16773392
Profanity0.06145202
Threat0.006848133
Severe Toxicity0.013478675
Moderate 0.3389984 Low Con 0.198 Identity_Assertion
Nov 1, 2025 IRCC Names India in Study …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Identity Attack0.39461556
Insult0.23704576
Profanity0.098067984
Threat0.030278467
Severe Toxicity0.016190045
Moderate 0.3389984 Constructive 0.675 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes 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.