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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: "Canada ❌ Khalistan ✅" 54 comments · Page 1 of 3
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
crazy how dumbasses be talking about khalistan freely in canada and won’t say shit in india 🤣🤣
Identity Attack0.48915586
Insult0.7762574
Profanity0.70864636
Threat0.027170537
Severe Toxicity0.35368225
Toxic 0.8696708 Low Con 0.214 Insult Comparative_Framing
Jan 30, 2026 Inside Canada's Indian Invasion...
What the hell this stupid saying Khalistan is needed because people are not free in Punjab.. this stupids seek asylum to settle in Canada...they fight for Sikhs in india while living in Canada wow.. why …
What the hell this stupid saying Khalistan is needed because people are not free in Punjab.. this stupids seek asylum to settle in Canada...they fight for Sikhs in india while living in Canada wow.. why don't they come back and fight here
Identity Attack0.38185352
Insult0.7967344
Profanity0.43781817
Threat0.026652548
Severe Toxicity0.2322463
Toxic 0.85173553 Moderate Con 0.425 Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It’s cause Bramptons imported half of Punjab. The government is stupid for allowing it they’re exploiting Canada with immigration scams and other BS. That and they bring there religious problems over here. These idiots who …
It’s cause Bramptons imported half of Punjab. The government is stupid for allowing it they’re exploiting Canada with immigration scams and other BS. That and they bring there religious problems over here. These idiots who want Khalistan should go back and fight for it there.
Identity Attack0.40255263
Insult0.7657292
Profanity0.38343847
Threat0.017156094
Severe Toxicity0.05473421
Toxic 0.7510937 Moderate Con 0.387 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
please dont associate sikhs and indians together most indians that come to canada and especially in Brampton and Surrey BC they are khalistanis and indians DO NOT WANT KHALISTAN its is a wannab be a …
please dont associate sikhs and indians together most indians that come to canada and especially in Brampton and Surrey BC they are khalistanis and indians DO NOT WANT KHALISTAN its is a wannab be a terrorist group do not accosiate hindus and innocent sikhs with dirty kahlistanis
Identity Attack0.6649212
Insult0.5739874
Profanity0.25275812
Threat0.04524883
Severe Toxicity0.18844056
Moderate 0.6544696 Moderate Con 0.419 Identity Attack Insult Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
They are terrorist, gangsters, they spread violence, they addicted & supply drugs, intoxicants... They are funded by Pakistan and supported by canada, USA, Pakistan, UK for their nerrative and agenda....they will spread violence where they …
They are terrorist, gangsters, they spread violence, they addicted & supply drugs, intoxicants... They are funded by Pakistan and supported by canada, USA, Pakistan, UK for their nerrative and agenda....they will spread violence where they will live and canada will be next khalistan in future, so stay safe... They are backed by a country that is full of terrorist and terrorist organizations...Punjab is in full of violence, drugs, intoxication due to these khalistani people they got fund, weapons, drugs, traning, by Pakistan.... So save your country before becoming next Punjab or khalistan
Identity Attack0.55044734
Insult0.54525656
Profanity0.15283443
Threat0.22908778
Severe Toxicity0.19761463
Moderate 0.57271194 Moderate Con 0.313 Identity Attack Insult Fear_Threat
Feb 18, 2026 1 likes Inside Canada's Indian Invasion...
Few Sikh guys are good but most of in canada is half brain..if you ll give them khalistan they will not know what to do with it..and yet they want khalistan...they have punjab go and …
Few Sikh guys are good but most of in canada is half brain..if you ll give them khalistan they will not know what to do with it..and yet they want khalistan...they have punjab go and see what they did with punjab..most of youths are drug addict there and rest of the addicts are living in canada where their government is openly supporting these crooks
Identity Attack0.50917345
Insult0.5739874
Profanity0.15195307
Threat0.016810767
Severe Toxicity0.02378681
Moderate 0.5559701 Moderate Con 0.314 Identity Attack Insult Identity_Assertion
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian, i should say that the Canadian politicians are brain dead or something. Over immigration will ruin any country. This is isn't any positive to Indian interest either. The Panjabi population in Canada …
As an Indian, i should say that the Canadian politicians are brain dead or something. Over immigration will ruin any country. This is isn't any positive to Indian interest either. The Panjabi population in Canada is an influential vote bank there and as a result Canada become a safe heaven for Sikh criminals and Khalistan terrorist groups.
Identity Attack0.5124616
Insult0.54525656
Profanity0.16217725
Threat0.038911607
Severe Toxicity0.02402156
Moderate 0.52811706 Moderate Con 0.498 Identity Attack Insult Policy_Critique
Feb 27, 2026 4 likes Inside Canada's Indian Invasion...
Those Khalistani terrorists will be eliminated if they try to set foot into India. They are funded by Pakistani ISI, China and are involved in drug trafficking, human trafficking, extortion, terrorism, and god knows what. …
Those Khalistani terrorists will be eliminated if they try to set foot into India. They are funded by Pakistani ISI, China and are involved in drug trafficking, human trafficking, extortion, terrorism, and god knows what. Throw them out of you country or they will get Khalistan in Canada.
Identity Attack0.57150364
Insult0.4718924
Profanity0.1352073
Threat0.48617232
Severe Toxicity0.16960317
Moderate 0.52272606 Low Con 0.238 Identity Attack Fear_Threat
Feb 14, 2026 2 likes Inside Canada's Indian Invasion...
Khalistan is crazy, they colonized Canada. So sad.
Khalistan is crazy, they colonized Canada. So sad.
Identity Attack0.5051593
Insult0.5130944
Profanity0.12551236
Threat0.009981008
Severe Toxicity0.023076924
Moderate 0.5140397 Low Con 0.244 Identity Attack Insult Fear_Threat
Feb 28, 2026 1 likes Inside Canada's Indian Invasion...
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Majority of new Indian Sikhs in Canada dont want khalistan for starters... Its just old sikhs immigrants and their low iq grandchildren
Identity Attack0.55044734
Insult0.5130944
Profanity0.12096943
Threat0.011172019
Severe Toxicity0.024725812
Moderate 0.50789946 Low Con 0.179 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
You did not study. Your parents did nothing. Did they support you to get a college eduvation. You sent your jobs to china. And you allow potential terrorist into canada. You alllowed muslims and khalistans. …
You did not study. Your parents did nothing. Did they support you to get a college eduvation. You sent your jobs to china. And you allow potential terrorist into canada. You alllowed muslims and khalistans. CANADIANS YOU JUST SET YOURSELF FOR FAILURE.
Identity Attack0.5135796
Insult0.44802538
Profanity0.04291453
Threat0.015602129
Severe Toxicity0.023152983
Moderate 0.50789946 Low Con 0.254 Identity Attack
Aug 28, 2025 Why Canadians Are Turning Against …
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have …
The Highest Immigrants to Canada are Khalistani Anti-Indian Punjabis (the Punjabis in India are not Khalistani). Khalistan will be established in Canada before its ever established in India, thats so sad. Anyways yall can have them, India is happy the traitors of our country are leaving.
Identity Attack0.48915586
Insult0.46923602
Profanity0.059447967
Threat0.01086132
Severe Toxicity0.023076924
Moderate 0.46186632 Moderate Con 0.344 Unverified_Claim
Jan 31, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them …
These khalistani pests flourish in canada, UK, US, Australia. In india, we exterminate them. Like we did in 1984, so many of them ran to canada. They are no good to society. Most of them are wanted in India and will face jail time without trial for conspiring against India. But Canadian, UK, US, Australian governments don't extradite them. Even innocent people from punjab get brainwashed there. Khalistani movement get funded by Pakistani ISI to wage terrorism against india. When British people were leaving india, they divided it and formed Pakistan. Part of punjab region was gone to Pakistan. These khalistani say that they want to liberate punjab and form khalistan. But these hypocrites want to do it on indian side only, not the Pakistani punjab side.
Identity Attack0.4774257
Insult0.4339631
Profanity0.117874645
Threat0.3490162
Severe Toxicity0.038593806
Moderate 0.44002727 Moderate Con 0.446 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
DUE TO SIKHS NOWS HINDUS HAVE TO FACE RACISM LIKE DUE TO MUSLIM SIKH FACED THE PAJEET WORD WAS ALSO MADE TO MOCK SIKHS NOT HINDUS LATER DUE TO SIKH AND KHALISTAN GREED SIKH STARTED …
DUE TO SIKHS NOWS HINDUS HAVE TO FACE RACISM LIKE DUE TO MUSLIM SIKH FACED THE PAJEET WORD WAS ALSO MADE TO MOCK SIKHS NOT HINDUS LATER DUE TO SIKH AND KHALISTAN GREED SIKH STARTED MIGRATING TO CANADA WHICH CREATED SOCIAL DILEMA AMONG HINDUS TOO THAT GOING CANADA IS ONLY LIFE DESTINY AND NOW HINDUS ARE FACING RACISM AND RELIGIUS PERSECUTION BY BOTH SIKHS AND CHIRISTIANS IN CANADA
Identity Attack0.5135796
Insult0.34626248
Profanity0.06746418
Threat0.0347677
Severe Toxicity0.02383376
Moderate 0.4394682 Moderate Con 0.387 Identity Attack Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Khalistan is a terriost organisation in India khalistan will never happen in India so they will create it in Canada
Khalistan is a terriost organisation in India khalistan will never happen in India so they will create it in Canada
Identity Attack0.46614665
Insult0.35505778
Profanity0.078378424
Threat0.040638234
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.145 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada is a land of immigrants, mfs Canada will become Khalistan .
Canada is a land of immigrants, mfs Canada will become Khalistan .
Identity Attack0.46028158
Insult0.3388922
Profanity0.2124067
Threat0.013476364
Severe Toxicity0.023552058
Moderate 0.41445592 Low Con 0.141 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they are going to change the name for Brampton. Its going to be called either Brown town or Khalistan.
Identity Attack0.20088354
Insult0.4555076
Profanity0.041912504
Threat0.012699619
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.282 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of …
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of these brainwashed people are gonna be leaving Canada even if hypothetically there was a Khalistan created lmao. That's the factual truth. Aside from that info, there was a really great video by some Canadian creator only which explained how the influx of Indian descent people are the wrongdoings of Ca's current govt. policies.
Identity Attack0.38238457
Insult0.37733194
Profanity0.13961408
Threat0.021990653
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.709 Unverified_Claim
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan …
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan in india, declare a war against us and take it (if you can, well you can't)🤣🤣
Identity Attack0.44690517
Insult0.1935001
Profanity0.04366605
Threat0.13414288
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.369 Humor_Satire
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging …
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging in criminal activities and sought refuge in Canada. No one in India demands Khalistan except for a few terrorist Sikhs living in Canada. In 2024, Indian students spent more than 10 billion Canadian dollars in Canada. In 2025, the number of students going to Canada decreased by 50 percent. So don't worry, Indians won't be going to Canada anymore.
Identity Attack0.44690517
Insult0.33964422
Profanity0.072882555
Threat0.091630474
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.442 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is Khalistan
Canada is Khalistan
Identity Attack0.39207554
Insult0.33998606
Profanity0.16636424
Threat0.014738814
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.212 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada ma he banega khalistan 😂
Canada ma he banega khalistan 😂
Identity Attack0.3958119
Insult0.34032786
Profanity0.1631077
Threat0.14802226
Severe Toxicity0.16960317
Moderate 0.34328604 Low Con 0.183
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what Do they think a piece of game . Punjabis have separate state , their own chief minister, own parlament and they have everything of there own . Why do not any punjabi in India ask for khalistani bcz no one want it . Sikhs in canada are doing illegal things and operating via terrorist organisations called khalistan who spread hate against India .
Identity Attack0.39207554
Insult0.24928534
Profanity0.06044999
Threat0.016120117
Severe Toxicity0.016900165
Moderate 0.3389984 Constructive 0.53 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
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...

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.