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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "In India, there is no …" 2,270 comments · Page 37 of 91
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay …
i am an indian who has never left his country and it makes me sad that my countrymen are ruining other countries as well. if you can't speak english, you have no right to stay there, as simple as that, and it is strange how Canada is ruined by Punjabis, sikh terrorists in particular, as you can see all these are Punjabi sikh families, yet the hate is given to Indians and specifically to Hindus. I am not defending HINDUS here; there have been incidents where HINDUS have done things worthy of backlash, and they should be deported as well for their absolute religious stupidity, but why target only a specific religion and not the one that has done much worse, like literally being involved in criminal activities and notorious for it not only in Canada but in India as well? Exploited every policy and turned a Canadian city into its own home state city, and then felt proud of it in Indian podcasts: "yeah, Brampton feels like Punjab only."🤡 says a glorified ignorant Punjabi singer.
Identity Attack0.44690517
Insult0.26957804
Profanity0.0715894
Threat0.02181799
Severe Toxicity0.01986976
Moderate 0.3666224 Constructive 0.64
Nov 1, 2025 Inside Canada's Indian Metropolis (Brampton)
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
South side of Edmonton Alberta is like this too. I hate it how indian ppl say they built Canada but like if they built Canada how come they cant build india better?
Identity Attack0.44690517
Insult0.16883044
Profanity0.08807703
Threat0.008686432
Severe Toxicity0.014188796
Moderate 0.3666224 Moderate Con 0.477 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
CANADA IS THE NEW STATE OF INDIA!!!! WE WILL ALL BECOME INDIANS ONE DAY!!!!!!!
CANADA IS THE NEW STATE OF INDIA!!!! WE WILL ALL BECOME INDIANS ONE DAY!!!!!!!
Identity Attack0.38699543
Insult0.15627414
Profanity0.0684662
Threat0.018192071
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.31
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
British ruled over India for more than 190 years and now our people going there working hard to earn money, got better lifestyle these white people had problem in that also 😂
British ruled over India for more than 190 years and now our people going there working hard to earn money, got better lifestyle these white people had problem in that also 😂
Identity Attack0.41222036
Insult0.16053712
Profanity0.119731516
Threat0.010783645
Severe Toxicity0.01573815
Moderate 0.3666224 Moderate Con 0.34 Comparative_Framing
Feb 24, 2026 Inside Canada's Indian Invasion...
I think they should all be sent back. our country is NOT their India 2.0
I think they should all be sent back. our country is NOT their India 2.0
Identity Attack0.38445538
Insult0.22303216
Profanity0.087430455
Threat0.057856824
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.308
Sep 29, 2025 IRCC Names India in Study …
When an Indian women from India is telling other Indians to,Chill tF out! You know things are bad in Canada 🇨🇦 but i still love Toronto ❤️
When an Indian women from India is telling other Indians to,Chill tF out! You know things are bad in Canada 🇨🇦 but i still love Toronto ❤️
Identity Attack0.3825363
Insult0.24928534
Profanity0.27882218
Threat0.010809537
Severe Toxicity0.023076924
Moderate 0.36456755 Moderate Con 0.498
Sep 21, 2025 1 likes Why Canadians Are Turning Against …
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
So mumbo jumbo talk. Find these 79,000 students who are in India illegally and deport them now!!!
Identity Attack0.37953663
Insult0.16868424
Profanity0.059948977
Threat0.13161413
Severe Toxicity0.01825585
Moderate 0.36456755 Low Con 0.196 Call_To_Action
Oct 2, 2025 IRCC Names India in Study …
All myl doctors have either been from nigeria or india lol very few white doctor's here
All myl doctors have either been from nigeria or india lol very few white doctor's here
Identity Attack0.4453683
Insult0.16266862
Profanity0.14930901
Threat0.011223801
Severe Toxicity0.020127986
Moderate 0.36456755 Moderate Con 0.338 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Shut down all the diploma mills and Deport all the fake students from INDIA.
Shut down all the diploma mills and Deport all the fake students from INDIA.
Identity Attack0.3817989
Insult0.24561718
Profanity0.079025
Threat0.09009721
Severe Toxicity0.016254602
Moderate 0.36456755 Low Con 0.157 Call_To_Action
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
as a person from India this is bad and i would say govt should deport them all sadly but yes
as a person from India this is bad and i would say govt should deport them all sadly but yes
Identity Attack0.37222284
Insult0.18107465
Profanity0.10982819
Threat0.13768311
Severe Toxicity0.021419114
Moderate 0.3625127 Moderate Con 0.475 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian …
canada should close borders to everyone visting from india until all fraudulent indians are caught and deported - let that be a lessson. That means no family or friends can visit the country. All Indian canadian citizens will aid the canadian government catching these people. I am in Canada now for the first time and its a beautiful country - don't destroy it like the UK has
Identity Attack0.43256098
Insult0.24928534
Profanity0.024609445
Threat0.036149003
Severe Toxicity0.015286255
Moderate 0.3625127 Constructive 0.594 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works …
Looks like Indiana there are growing stronger as a community. Hope they help all the homeless people as well. For people who says illegal immigrants and cash in hand jobs, most people from India works so hard and they are only contributing to the society unlike other countries like Pakistan or Arabs who destroys a society
Identity Attack0.46028158
Insult0.23237456
Profanity0.06395709
Threat0.014738814
Severe Toxicity0.018320406
Moderate 0.3625127 Constructive 0.72 Identity_Assertion
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, …
As usual so many racist comments. Canada is a melting pot. Do you think most of the white people are Canadian for 1000 years and not first/2nd/3rd generation immigrant themselves like from Italy, Greece, Portugal, Ireland, etc.? Anyway, I enjoyed the video. Brampton seems like a mini Punjab/ mini India. And driving over there is bad is true but why do the police and authorities don't do anything about it? Easy money from fines.
Identity Attack0.39870077
Insult0.25602314
Profanity0.031641733
Threat0.007547205
Severe Toxicity0.013414118
Moderate 0.3625127 Constructive 0.747 Moral_Argument
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
Indian can get degrees or diploma for cash at their country universities. Its corruption. What is our high commission do in India? How do they verify documents for visa. 90 percent student are fake. They …
Indian can get degrees or diploma for cash at their country universities. Its corruption. What is our high commission do in India? How do they verify documents for visa. 90 percent student are fake. They r here for work
Identity Attack0.3817989
Insult0.2817503
Profanity0.05543986
Threat0.007974415
Severe Toxicity0.011367798
Moderate 0.3625127 Moderate Con 0.356
Sep 30, 2025 IRCC Names India in Study …
I dont thing bro likes india
I dont thing bro likes india
Identity Attack0.41052565
Insult0.11797678
Profanity0.11539881
Threat0.009955117
Severe Toxicity0.017222947
Moderate 0.3625127 Moderate Con 0.392
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Come to Canada plan on a being a Canadian!!!!! If you want to keep your Indian culture than stay in India!!!
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008867673
Severe Toxicity0.016900165
Moderate 0.3625127 Low Con 0.282
Dec 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people …
immigrats must be controled. most indians are illigal immigrants. mis using the human rights. there freedon must be limited. specil religes actvities. india is not one country. many countrues together become india. some stae people specily priminister modies peple , kujarsthis and seeiks occuping canads. they unite and not allow others the canadians work in work places. toudo cany governmet allow illigal immigrants to canada. sponsoring snd student visa must be controled or stopped. Canada paying pension for sponsred old parents. this is tax payers mony. must be limited. csnadian woked people loosing their benifits.
Identity Attack0.44690517
Insult0.2469859
Profanity0.030890211
Threat0.013528148
Severe Toxicity0.016383713
Moderate 0.36095104 Constructive 0.511
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
@9:50 Indian guy: Acctuly India is better for us White guy: Why did you come Indian guy: For better future xDDDDDD
Identity Attack0.38246045
Insult0.09416737
Profanity0.1352073
Threat0.030278467
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.336 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
All Extortion cases in Canada originated from INDIA. INDIA sent all its criminals as students into Canada using diploma Mills.
Identity Attack0.41975367
Insult0.24928534
Profanity0.023789622
Threat0.011249693
Severe Toxicity0.012833111
Moderate 0.36095104 Low Con 0.232
Sep 27, 2025 15 likes IRCC Names India in Study …
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Canada is a favouritism country If you are not from India, Pakistan Bangladesh You cannot get a job
Identity Attack0.43256098
Insult0.20901857
Profanity0.043916557
Threat0.010265815
Severe Toxicity0.017416617
Moderate 0.36095104 Low Con 0.179 Policy_Critique
Feb 16, 2026 Inside Canada's Indian Invasion...
Niagra falls is all India 🇮🇳 Pakistan 🇵🇰...thanks to LIBERAL PARTY
Niagra falls is all India 🇮🇳 Pakistan 🇵🇰...thanks to LIBERAL PARTY
Identity Attack0.3819294
Insult0.3388922
Profanity0.20916378
Threat0.09776353
Severe Toxicity0.06011435
Moderate 0.36095104 Low Con 0.298 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
most of the commenters here deserve the Alex Pretti treatment from their fellow whites and next time Tyler comes to India, he is going back in pieces, mark it larper
most of the commenters here deserve the Alex Pretti treatment from their fellow whites and next time Tyler comes to India, he is going back in pieces, mark it larper
Identity Attack0.38176915
Insult0.18107465
Profanity0.10982819
Threat0.11309616
Severe Toxicity0.020257099
Moderate 0.36095104 Low Con 0.238 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
Identity Attack0.3817989
Insult0.25800487
Profanity0.037403382
Threat0.013113883
Severe Toxicity0.012054443
Moderate 0.36095104 Low Con 0.168
Nov 30, 2025 1 likes IRCC Names India in Study …
White people build many churches , always conversions in India . No body discuss ? Foreign mindset.
White people build many churches , always conversions in India . No body discuss ? Foreign mindset.
Identity Attack0.40713623
Insult0.16751462
Profanity0.055940874
Threat0.007521313
Severe Toxicity0.013155893
Moderate 0.36095104 Low Con 0.239 Identity_Assertion
Feb 21, 2026 Inside Canada's Indian Invasion...
India is like Zionist Israel which wants to control all aspects of life
India is like Zionist Israel which wants to control all aspects of life
Identity Attack0.38699543
Insult0.16802633
Profanity0.12158839
Threat0.012285355
Severe Toxicity0.023076924
Moderate 0.36095104 Low Con 0.122 Unverified_Claim
Feb 23, 2026 2 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.