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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

click to expand

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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30,738 comments · Page 367 of 1230
Toss them out
Toss them out
Identity Attack0.035074018
Insult0.07745308
Profanity0.10549548
Threat0.49142194
Severe Toxicity0.023076924
Moderate 0.36867723 Moderate Con 0.329 Call_To_Action
Feb 25, 2026 Inside Canada's Indian Invasion...
That one white guy went OFF on Africans, like some of the things he said I haven't heard before but it's pretty interesting
That one white guy went OFF on Africans, like some of the things he said I haven't heard before but it's pretty interesting
Identity Attack0.4453683
Insult0.13969865
Profanity0.15724123
Threat0.05268431
Severe Toxicity0.02077355
Moderate 0.36867723 Moderate Con 0.389 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Cockroaches multiply every plane landing😅,Canada is gone
Cockroaches multiply every plane landing😅,Canada is gone
Identity Attack0.15731181
Insult0.36021477
Profanity0.14225815
Threat0.009747985
Severe Toxicity0.018449519
Moderate 0.36867723 Low Con 0.274 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our …
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our elections
Identity Attack0.45348886
Insult0.1798321
Profanity0.034397304
Threat0.009411395
Severe Toxicity0.015544481
Moderate 0.36867723 Constructive 0.567 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a failing ponzi scheme
Canada is a failing ponzi scheme
Identity Attack0.29951343
Insult0.35677677
Profanity0.08807703
Threat0.007883795
Severe Toxicity0.01393057
Moderate 0.36867723 Low Con 0.148 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
now whites know how the indians felt about them coming here!
now whites know how the indians felt about them coming here!
Identity Attack0.44690517
Insult0.12702756
Profanity0.12991914
Threat0.012078222
Severe Toxicity0.018191293
Moderate 0.36867723 Low Con 0.237 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not …
the homeless people who would rather starve at the shelter instead are just too racist to go to the gurdwara for free food, or to realise they immigrants are actually kind and hard working. Not everyone is like that in my experience, I'm not from brampton but I'm sikh and I have sikh friends who are white and indigenous as well. One thing people don't realise is a lot of Canadians are actually really racist. You clearly saw that from the interview of the guy and his wife who was an RN, they passed the exam fair and square but I feel like his lack of understanding of the English language didn't get his point across right. The point he missed was the quality of life is higher in Canada, In India it's way easier, the cost of living is way cheaper, there's tons of cheap labour to hire maids for all your house work for example which is common in their culture, but as you've probably seen online, India isn't the cleanest or friendliest place to be, and if he was a nurse in India he would probably be broke without a good job, and having the opportunity to find good high paying jobs in something that Canadians also do when they travel to the US if a position in their field isn't available in whatever local city they grew up in. The main issue stems from international students from like after covid, regardless of country, India is in the spotlight because there's just more indians compared to other countries international students but its all the same stuff, you have kids from all over the world that might not have learned the same cultural practices, fresh 16-18 year olds living alone for the first time that have to do all their own chores and don't even know how to take care of themselves in some cases or do laundry or anything like that and it doesn't mean they were illegal immigrants or anything, just that they never put in the effort to learn because they were too entitled, its the same with entitled kids that go to Korea or Japan from north America as well that don't learn their culture and customs and misbehave because they are too entitled, and once you understand that you can see the bigger picture more clearly instead of just defaulting to racism. Also I'm not saying they can't be frustrated, its frustrating for everyone, even for me but racism isn't the answer.
Identity Attack0.38699543
Insult0.2817503
Profanity0.06646215
Threat0.015256803
Severe Toxicity0.016771052
Moderate 0.36867723 Constructive 0.855 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed …
The older whites in Brampton seem to be blaming others because they failed in life. Anyone in Brampton knows a lot of the whites are on drugs in the downtown area. People started getting annoyed about Brampton when the international student boom happened. This is different from families settling or people starting families. Young students who are basically poor and desperate take up all the jobs and they pack so much into one house. Indian international students have ruined Indian reputation in Canada. Indians figured how to game the system and flood Canada better than other nationalities. And it’s true they do not integrate. They leave their land and come to a place where it’s just like home. Where they can live work, and go to school and not interact with any other race, ethnicity probably can go weeks without speaking English. Chinese have similar places like this but they’re not frowned upon.
Identity Attack0.42615733
Insult0.26957804
Profanity0.11539881
Threat0.015947454
Severe Toxicity0.017997624
Moderate 0.36867723 Constructive 0.605 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
The world is so divided.Indian always think they are super human being.
The world is so divided.Indian always think they are super human being.
Identity Attack0.44690517
Insult0.17237684
Profanity0.09551262
Threat0.012596053
Severe Toxicity0.023076924
Moderate 0.3666224 Low Con 0.233
Jan 10, 2026 Why Canadians Are Turning Against …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while teaching courses that will NOT help students in the real world.. This student immigration is a scam and we all know it, now we need politicians with big enough balls to stop this program and remove everyone that is non compliant and we start taking back our country.
Identity Attack0.07591068
Insult0.25800487
Profanity0.25549942
Threat0.03304107
Severe Toxicity0.01502803
Moderate 0.3666224 Moderate Con 0.455
Oct 1, 2025 1 likes IRCC Names India in Study …
Make a video about black fatigue
Make a video about black fatigue
Identity Attack0.39461556
Insult0.16266862
Profanity0.19032755
Threat0.05268431
Severe Toxicity0.023076924
Moderate 0.3666224 Moderate Con 0.374 Meta_Commentary
Aug 26, 2025 Why Canadians Are Turning Against …
0:56 ..Yeah we all aspire to be morbidly obese with no Healthcare
0:56 ..Yeah we all aspire to be morbidly obese with no Healthcare
Identity Attack0.18002926
Insult0.1378885
Profanity0.11539881
Threat0.053654157
Severe Toxicity0.020515325
Moderate 0.3666224 Low Con 0.259 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
There is no middle class. Trudeau killed that.
There is no middle class. Trudeau killed that.
Identity Attack0.027815815
Insult0.10440776
Profanity0.057443913
Threat0.44185185
Severe Toxicity0.016254602
Moderate 0.3666224 Low Con 0.179
Jan 4, 2026 New rules, regulations take effect …
The migrats must go!
The migrats must go!
Identity Attack0.38318536
Insult0.15911613
Profanity0.07320584
Threat0.044278983
Severe Toxicity0.016383713
Moderate 0.3666224 Low Con 0.187 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
So basically they are saying that indians are good people but still they don't want them there
So basically they are saying that indians are good people but still they don't want them there
Identity Attack0.45610145
Insult0.13969865
Profanity0.11230402
Threat0.012233571
Severe Toxicity0.022193791
Moderate 0.3666224 Low Con 0.267 Moral_Argument
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
The white guy saying Africans can’t be cashiers at McDonald’s meanwhile there is McDonald’s in Africa, this is why he’s riding and wearing a safety vest
The white guy saying Africans can’t be cashiers at McDonald’s meanwhile there is McDonald’s in Africa, this is why he’s riding and wearing a safety vest
Identity Attack0.40713623
Insult0.16897665
Profanity0.08581402
Threat0.0113014765
Severe Toxicity0.016706496
Moderate 0.3666224 Low Con 0.253 Humor_Satire
Feb 24, 2026 1 likes Inside Canada's Indian Invasion...
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now …
I am Indian (only ethnical not national) who got a job in Canada after doing my engineering degree from Singapore (my country). I chose Canada because it is cold, big and very unpopulated. But now i left because too many competition and no more the peace. I hated populations.
Identity Attack0.39677486
Insult0.21836096
Profanity0.082581155
Threat0.011974656
Severe Toxicity0.014253352
Moderate 0.3666224 Constructive 0.657 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
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...
This is a direct result of the worst Prime Minister Canada has ever seen: Justin Trudeau.
This is a direct result of the worst Prime Minister Canada has ever seen: Justin Trudeau.
Identity Attack0.029144434
Insult0.39297962
Profanity0.025087673
Threat0.007793174
Severe Toxicity0.00667572
Moderate 0.3666224 Low Con 0.124 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
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 …
Go back to hour country
Go back to hour country
Identity Attack0.30103904
Insult0.191015
Profanity0.08452088
Threat0.01508414
Severe Toxicity0.01896597
Moderate 0.3666224 Low Con 0.263
Sep 10, 2025 Why Canadians Are Turning Against …
Punjabis are NOT Indians. Sikhs' homeland is Khalistan (Punjab)
Punjabis are NOT Indians. Sikhs' homeland is Khalistan (Punjab)
Identity Attack0.44690517
Insult0.34237885
Profanity0.16450337
Threat0.035458352
Severe Toxicity0.14126498
Moderate 0.3666224 Low Con 0.21 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
I remember when indians were glazing this guy cause he was speaking against Muslims, but oh how the tables have turned😂
Identity Attack0.40883094
Insult0.16124763
Profanity0.12096943
Threat0.048158366
Severe Toxicity0.020257099
Moderate 0.3666224 Moderate Con 0.383 Humor_Satire
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Indians pretend to donate food to poor local AFTER taking their jobs
Indians pretend to donate food to poor local AFTER taking their jobs
Identity Attack0.4054415
Insult0.16802633
Profanity0.09324962
Threat0.010576514
Severe Toxicity0.016706496
Moderate 0.3666224 Low Con 0.278 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Poo Festival in your streets coming soon. 😂😂😂😂
Poo Festival in your streets coming soon. 😂😂😂😂
Identity Attack0.037394293
Insult0.18355975
Profanity0.25275812
Threat0.03235042
Severe Toxicity0.023076924
Moderate 0.3666224 Low Con 0.174
Jan 27, 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.