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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: "This will be the whole …" 327 comments · Page 10 of 14
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates …
Punjabis are just about 2% of Indian population and almost 90% of immigration to UK, Canada and Australia. They have built a whole system on how to migrate to western countries, there are corporations, syndicates who find all possible loop holes and even defraud immigration rules and exploit it. Whole villages are emptying in India and moving to suburbs in the west.. One who see Indians in the west might think Sikhs are India, but they are a miniscule minority of about 2% concentrated in Punjab region..
Identity Attack0.21866
Insult0.07365121
Profanity0.047674157
Threat0.010990778
Severe Toxicity0.006904602
Low Tox 0.19124292 Constructive 0.581
Oct 7, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families …
This is propaganda video for the Liberal party even tho it is delivered by a extreme leftist woman from the CBC. The amount refugees get upto $50,000 is a lot more than many Canadian families make. Most Canadians are not elegible for legal aid or dental care. Who bears the cost of medicare, education, housing, policing, crime.....you guessed it, the Canadian Taxpayer. You know it is a propaganda video when she said the refugees give back more than they take. Do you see woman in a hijab or nicab working ?? She is not allowed by her religion to mix where there are men around. So most of them are pregnant, with 3 or 4 other toddlers around and you see them in malls at all hours of the day. That's how you tell the govt that you have not settled well yet and get more aid. The boat people of Vietnam came from a culture that honored hard work, education, discipline, creating wealth and the women had no restriction from religion in working with men (a lot of them were Catholic or Buddhist). The middle east people are a whole different kettle of fish. It's men who work, if at all, and women are primarily for breeding.They are not allowed to socialise with men outside the family and have to be accompanied by a male relative while outside the home. It's been five years since they landed and there have been many acts of terrorism Canadians have been faced with. However, they have become citizens and who are they voting for ??? It's not the PC. That leaves NDP and Liberals. 99% Liberals.
Identity Attack0.10757765
Insult0.07935401
Profanity0.02071529
Threat0.007935578
Severe Toxicity0.0050354004
Low Tox 0.18649188 Constructive 0.665
Jun 18, 2023 1 likes How much do refugees and …
Everything he said about “africa”.. like the whole continent??? is untrue and anyone who believe it needs help.
Everything he said about “africa”.. like the whole continent??? is untrue and anyone who believe it needs help.
Identity Attack0.10221587
Insult0.06774519
Profanity0.016889455
Threat0.007353018
Severe Toxicity0.0036621094
Low Tox 0.18174082 Low Con 0.197 Unverified_Claim
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I moved to Brampton got married w White lady got citizenship & collected Govt money all along 😅 & Govt appointed free Lawyer for my immigration case; now im divorced & am sponsoring my whole …
I moved to Brampton got married w White lady got citizenship & collected Govt money all along 😅 & Govt appointed free Lawyer for my immigration case; now im divorced & am sponsoring my whole family & past wife from Punjab..all is well 😊
Identity Attack0.17070955
Insult0.035553806
Profanity0.023584666
Threat0.008764107
Severe Toxicity0.005722046
Low Tox 0.18174082 Constructive 0.701 Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us …
Humans, like any other animals, have survival instincts. Seeing a threat, would make me scared of all related things as a threat. Our prejudices develop and little few percentage in any community can make us hate the whole community. The gentleman in first half of the video mentioned “They sell among themselves and they live among themselves “, could’ve most probably come from his personal experience which might not have been the best and influenced from the dirty politics. 2nd part of the video shows two gentlemen saying “everyone is welcome”. Maybe it’s high time to break that instinct survival barrier and see if all are welcomed for the free food, belongingness and if they’re paying taxes. Also, not being unaware of the criminals that are there in every community of every society. Should they be the ones holding power to our narrative? Thank you for doing this video and showing both sides! Hope this brings more peace and prosperity in the society and within ourselves.
Identity Attack0.028418748
Insult0.082619295
Profanity0.07611542
Threat0.012803185
Severe Toxicity0.0048828125
Low Tox 0.18079062 Constructive 0.799
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a …
New immigrants are not like the old immigrants. I am native, roots go back hundreds of years before Canada became Canada. My whole family worked in the orchards with Indian families that came here a long time ago, they adapted and changed and loved being in Canada, and these families had respect and worked hard and got along with everyone peacefully. New immigrants, they are here working for half the price for large companies getting kick backs. Why be here if you are trying to change everything?! Adapt like everyone else before you did. And those people have lived here for a long time and even say the same thing! We are losing our grip here people!
Identity Attack0.1232452
Insult0.071750276
Profanity0.027000591
Threat0.009178371
Severe Toxicity0.0050354004
Low Tox 0.17805049 Constructive 0.775
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Not just Brampton all over Canada u go to Yukon full of Indians Calgary northwest, the whole country is full of Indians at least 10 million Indians in canada
Identity Attack0.2308735
Insult0.03566399
Profanity0.017914234
Threat0.0072106146
Severe Toxicity0.004234314
Low Tox 0.17458448 Moderate Con 0.397
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
It's really funny that this whole video is about how we should be worry about how many deportations are happening but actually if you read the comments everyone's like it's not enough we should deport …
It's really funny that this whole video is about how we should be worry about how many deportations are happening but actually if you read the comments everyone's like it's not enough we should deport more is I find it hilarious
Identity Attack0.07591068
Insult0.029934563
Profanity0.045419596
Threat0.021645326
Severe Toxicity0.00667572
Low Tox 0.17458448 Constructive 0.548 Meta_Commentary
Dec 30, 2025 1 likes Deportations From Canada at Their …
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more …
2:02 this is the actual problem when i came took me 6yrs for the whole process and when the news US gonna take out its forces thats what worst started to happen. They letting more and more people
Identity Attack0.019575719
Insult0.030375287
Profanity0.059447967
Threat0.014220826
Severe Toxicity0.0064468384
Low Tox 0.17285149 Moderate Con 0.482 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Metropolis (Brampton)
Not sure these people want to FAFO with Canadians The whole Geneva Convention was written because no one was watching the Canadians. 😂😂😂😂😂
Not sure these people want to FAFO with Canadians The whole Geneva Convention was written because no one was watching the Canadians. 😂😂😂😂😂
Identity Attack0.10221587
Insult0.061451588
Profanity0.038655918
Threat0.008466354
Severe Toxicity0.0052261353
Low Tox 0.17198499 Low Con 0.109 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
the whole country needs more shutdowns on immigrant programs it's time canadians mattered
Identity Attack0.1444726
Insult0.03511308
Profanity0.013780965
Threat0.009204263
Severe Toxicity0.0044059753
Low Tox 0.17025198 Moderate Con 0.301
Nov 26, 2025 Quebec Ends Economic Immigration Program …
I went to Brampton last week and whole city seems like it's Punjab of India or Pakistan 😂
I went to Brampton last week and whole city seems like it's Punjab of India or Pakistan 😂
Identity Attack0.18158256
Insult0.03511308
Profanity0.066963166
Threat0.010680079
Severe Toxicity0.006828308
Low Tox 0.1693855 Moderate Con 0.469
Dec 28, 2025 Inside Canada's Indian Metropolis (Brampton)
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from …
How they entered Canada? That time you didn’t check? And also you Canada deliberately accepted all type of students, allowed so called colleges to start just to accomodate these students and took huge money from them as visa , tuition fees and tsx and now you want them to be out bcos you got what you want. I am talking about students who are there legally. Why blaming Indians as a whole? If some are staying there illegaly take action.Legal students or workers are there bcos your country allowed and remember Canda is not giving them anything for free instead Canada got an economic boost .
Identity Attack0.11396073
Insult0.06407392
Profanity0.023243073
Threat0.0078449575
Severe Toxicity0.0044059753
Low Tox 0.16851899 Constructive 0.675 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
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)
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native …
Capitalist abuse of educational system as had been happening in uk for years.. its a viscuous cycle fuelled by government under funding. buy your way into a country with a fake course . Meanwhile native youth can't afford to pay for a degree or end up in debt. Then the country complains there are no graduates to fill jobs so they say they have to IMPORT THE LABOUR. Eduction should be a service not a capitalist business! The whole world has been sold off and run by big businesses. Billionaires run the world. Its not democracy. Its capitalism gone mad. Makes need jobs. Where is the upper sustainable limit
Identity Attack0.033011556
Insult0.07491849
Profanity0.026863953
Threat0.007922632
Severe Toxicity0.0037574768
Low Tox 0.16158698 Moderate Con 0.456
Oct 2, 2025 IRCC Names India in Study …
The cashier girl was waffling the whole time 😂
The cashier girl was waffling the whole time 😂
Identity Attack0.011765319
Insult0.046178754
Profanity0.08290444
Threat0.0097738765
Severe Toxicity0.005264282
Low Tox 0.15987846 Moderate Con 0.36 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This whole human trafficking operation was right here in my hometown😓
This whole human trafficking operation was right here in my hometown😓
Identity Attack0.02138452
Insult0.027218282
Profanity0.04065997
Threat0.039256934
Severe Toxicity0.0073242188
Low Tox 0.1587729 Moderate Con 0.4 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Indian came and American want to come in Canada or want whole canada 🇨🇦 🤔
Indian came and American want to come in Canada or want whole canada 🇨🇦 🤔
Identity Attack0.16373143
Insult0.030265106
Profanity0.019690514
Threat0.006809296
Severe Toxicity0.004310608
Low Tox 0.15711457 Low Con 0.19 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Bro stays stirring up the pot from place to place for his own financial gain. Did anyone ask you to investigate Indians in a whole different country?
Bro stays stirring up the pot from place to place for his own financial gain. Did anyone ask you to investigate Indians in a whole different country?
Identity Attack0.09659086
Insult0.0638991
Profanity0.022628209
Threat0.0066733654
Severe Toxicity0.0030708313
Low Tox 0.15545623 Low Con 0.263
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's this whole country man, immigration is out of control. Nothing like the Canada I grew up in. I miss it!!
It's this whole country man, immigration is out of control. Nothing like the Canada I grew up in. I miss it!!
Identity Attack0.10221587
Insult0.045593183
Profanity0.013302735
Threat0.006757513
Severe Toxicity0.0032234192
Low Tox 0.1537979 Moderate Con 0.487
Jan 27, 2026 Inside Canada's Indian Invasion...
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You see this anywhere in the western world where unskilled Indians are brought en masse without proper or poorly functioning controls. As a cultural group, the intake needs to be linked to professional skill’s migration …
You see this anywhere in the western world where unskilled Indians are brought en masse without proper or poorly functioning controls. As a cultural group, the intake needs to be linked to professional skill’s migration and a rate the enables assimilation. This scenario isn’t good for the country - and the group as a whole.
Identity Attack0.13163337
Insult0.033901088
Profanity0.018255826
Threat0.010214032
Severe Toxicity0.003452301
Low Tox 0.14950264 Moderate Con 0.455 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
5:32 😅😂 this guy is in his whole world..
5:32 😅😂 this guy is in his whole world..
Identity Attack0.016058605
Insult0.030926194
Profanity0.06746418
Threat0.013321015
Severe Toxicity0.007209778
Low Tox 0.147767 Low Con 0.269 Humor_Satire
Feb 23, 2026 Inside Canada's Indian Invasion...
It is important to enforce integrity because ability defraud sends out wrong message. This is how the whole country goes down and eventually everyone is affected. I feel for Canadian students who work so hard …
It is important to enforce integrity because ability defraud sends out wrong message. This is how the whole country goes down and eventually everyone is affected. I feel for Canadian students who work so hard to maintain the standards, only to be destroyed due to lack of enforcement against fraudsters. Fight...fight.
Identity Attack0.014249804
Insult0.07555214
Profanity0.013883443
Threat0.013010317
Severe Toxicity0.0023078918
Low Tox 0.14082454 Constructive 0.705 Policy_Critique
Sep 30, 2025 1 likes IRCC Names India in Study …

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.