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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: "I see them and I …" 1,182 comments · Page 3 of 48
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Its so clear yet people don't see it or want confrontation well we better stop this shit time get back our homes
Identity Attack0.0440973
Insult0.38406035
Profanity0.6983885
Threat0.017846745
Severe Toxicity0.07542343
Moderate 0.68408644 Low Con 0.239 Call_To_Action
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The guy giving ideas how Canada should be legally with the new immigrantes. And I see , he looks so sorry about , take your salary offer personal help and borrow money or makes a …
The guy giving ideas how Canada should be legally with the new immigrantes. And I see , he looks so sorry about , take your salary offer personal help and borrow money or makes a foundation. Don't look STUPID.!!
Identity Attack0.06522302
Insult0.71120167
Profanity0.27274927
Threat0.0097738765
Severe Toxicity0.023076924
Moderate 0.6827122 Moderate Con 0.338 Insult Policy_Critique
Nov 21, 2025 Thousands of refugees allowed into …
This CRAP has to stop.. can anyone not see what is happening overseas? these are not our parents and grandparents immigrants.
This CRAP has to stop.. can anyone not see what is happening overseas? these are not our parents and grandparents immigrants.
Identity Attack0.4508763
Insult0.5678696
Profanity0.5150164
Threat0.011379151
Severe Toxicity0.16960317
Moderate 0.6827122 Moderate Con 0.358 Insult
Nov 21, 2025 45 likes Thousands of refugees allowed into …
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the …
This is bull shit. Indians are some of the nicest groups of immigrants! In the history of time, there were different periods where mass immigration happened, and non-Indian immigration. If we were to compare the groups of immigrants in history, Indians are the most peaceful. Christianity and Islam was forced upon the natives of most countries, depending on which part of the world you focus. These religions and cultures didn't just spread in peace. Even today, new sites are discovered of native children's remains. The minute these morons see a brown person, they go on hate mode, forgetting their own history. Brown people are just requesting for some peace, some respect and equality. You guys judge people based on skin color and not their character. That actually speaks volumes about the kind of people you are.
Identity Attack0.48915586
Insult0.47384647
Profanity0.70384485
Threat0.01940071
Severe Toxicity0.23224114
Moderate 0.6827122 Constructive 0.594 Moral_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
nova scotia has also turned into a little india. I swear I see more indians than any other race in this damned province
Identity Attack0.55044734
Insult0.4794537
Profanity0.62717754
Threat0.013217449
Severe Toxicity0.17926651
Moderate 0.6827122 Low Con 0.278 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
dumbest video i’ve ever seen never trust someone who can edit only the parts the want in, he’s fully only showing what he sees🤣
dumbest video i’ve ever seen never trust someone who can edit only the parts the want in, he’s fully only showing what he sees🤣
Identity Attack0.06431354
Insult0.5130944
Profanity0.38063943
Threat0.019055385
Severe Toxicity0.16960317
Moderate 0.681338 Low Con 0.184 Insult Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India actually sucks to live that's why you see these many Indians leaving their " bharat modi"
India actually sucks to live that's why you see these many Indians leaving their " bharat modi"
Identity Attack0.6106996
Insult0.5239335
Profanity0.5013569
Threat0.013372798
Severe Toxicity0.3476075
Moderate 0.681338 Low Con 0.271 Identity Attack Insult Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
Psst at least they ain’t the junkies I see begging for money at intersections and off the highways; Fkn wastes of life be using up taxpayer funds for shelters and mental health shit they don’t …
Psst at least they ain’t the junkies I see begging for money at intersections and off the highways; Fkn wastes of life be using up taxpayer funds for shelters and mental health shit they don’t even take serious and I bet most of them are born Canadians that’s the insane part
Identity Attack0.46028158
Insult0.5935568
Profanity0.59166485
Threat0.017846745
Severe Toxicity0.27908814
Moderate 0.681338 Moderate Con 0.394 Insult
Aug 26, 2025 Why Canadians Are Turning Against …
One shithole to another! Don't care for these people invading our country as long as they pay taxes! That is the only valid reason I see them existing in this country
One shithole to another! Don't care for these people invading our country as long as they pay taxes! That is the only valid reason I see them existing in this country
Identity Attack0.39461556
Insult0.5739874
Profanity0.5865656
Threat0.023199292
Severe Toxicity0.23224801
Moderate 0.681338 Low Con 0.278 Insult
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I see a lot of complete bullshit in the comments and in the comments from Canadians in the video. In what world do Indian immigrants not pay taxes? That's not a Canadian policy
I see a lot of complete bullshit in the comments and in the comments from Canadians in the video. In what world do Indian immigrants not pay taxes? That's not a Canadian policy
Identity Attack0.50515443
Insult0.5130944
Profanity0.57488567
Threat0.009955117
Severe Toxicity0.16960317
Moderate 0.6667219 Moderate Con 0.489 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As an Indian, is the Canadian govt retarded? Are they not seeing these fake ass colleges and visa violations and day light smuggling?
As an Indian, is the Canadian govt retarded? Are they not seeing these fake ass colleges and visa violations and day light smuggling?
Identity Attack0.47178617
Insult0.6308392
Profanity0.47435758
Threat0.013113883
Severe Toxicity0.16960317
Moderate 0.6667219 Low Con 0.268 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This country turned into a shithole under the F. liberals!!!! we do see 10 years of total destruction ...
This country turned into a shithole under the F. liberals!!!! we do see 10 years of total destruction ...
Identity Attack0.28622448
Insult0.5678696
Profanity0.55356324
Threat0.024580594
Severe Toxicity0.16960317
Moderate 0.6667219 Low Con 0.186 Insult
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Realle depressing to see beautiful country changing into 3rd world shithole.
Realle depressing to see beautiful country changing into 3rd world shithole.
Identity Attack0.2846865
Insult0.4986907
Profanity0.67055607
Threat0.00866054
Severe Toxicity0.10702737
Moderate 0.6667219 Low Con 0.277 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
I'm glad I'm seeing more people talk about this stuff publicly. The problem is though is that its more than just Brampton. Its our entire fucking country
Identity Attack0.16993292
Insult0.37279442
Profanity0.7785769
Threat0.008556974
Severe Toxicity0.104393706
Moderate 0.6611249 Constructive 0.603
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude, you guys should see the business entities they apply for, these Indians/Pakistanis commit so much business fraud, it would make you sick. Horrible people and compulsive liars.
Dude, you guys should see the business entities they apply for, these Indians/Pakistanis commit so much business fraud, it would make you sick. Horrible people and compulsive liars.
Identity Attack0.55044734
Insult0.66500133
Profanity0.21997347
Threat0.013631714
Severe Toxicity0.038593806
Moderate 0.6611249 Low Con 0.291 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
As a physical minority person i see Indians are same as anyone else i don’t see any difference between indian and canadian in canada. so stop the nonsense stupid division in Ontario.
As a physical minority person i see Indians are same as anyone else i don’t see any difference between indian and canadian in canada. so stop the nonsense stupid division in Ontario.
Identity Attack0.44690517
Insult0.67254376
Profanity0.29053202
Threat0.009178371
Severe Toxicity0.023076924
Moderate 0.6611249 Moderate Con 0.46 Insult
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this …
What's even worse is the people that work here their whole life and barely got enough to retire now can't retire or are starving because there's no more services for those people who built this damn country and these new people don't give a s*** about it they're destroying everything I mean how many videos do you got to see if I'm dumping garbage and using our beaches as washrooms
Identity Attack0.19495805
Insult0.4710501
Profanity0.5722072
Threat0.1115629
Severe Toxicity0.23224458
Moderate 0.6611249 Constructive 0.568 Economic_Argument
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl …
As a Canadian, I am so sick and tired of being told that i have this bullshit nonsense, non-existent " white privilege," which is a load of shit. I am terrified for my little girl when it is time for her to get a job because my little girl and I are white, so we are put at the bottom of the list for being employed. And on top of that i am expected to bow down and not have a voice or an opinion about anything when it comes to immigrants and that because my daughter and i are white so we are automatically considered to be racists colonizers and forced to pay the price of something that happened long before i was even born and had nothing to do with just because the color of my skin . God gave us all our skin color and made us all . I had no say with being born with the color of my skin. Canadians of all colors and cultures are suffering so badly because we brought in so many immigrants who demand we change everything and pretty much bow down to them and told that we all have to change . Stop trying to change Canada and the Candian people . I refuse to bow down to anyone who tells me that i dont matter, and my opinion doesn't matter because of my skin color and because i am assumed to have bs white privilege. The only people i see having all of the privileges are the immigrants coming in trying to force us to bow down to them while starting protests to change Canada . I will fight against these immigrants who are trying to force Canada to change to their ways, which won't ever happen . If you want to change Canada to your way of life and culture, then just stay in your own damn country . We need to get rid of these protesting immigrants who do this crazy shit . It's pretty pathetic and sickening that Canada lost it's back bone and allowed angry immigrants to come in here and take over everything and try to change the country and laws and treat the Canadian people as if we are less than them which is sickening. As far as i am concerned, any immigrant that came here that are fighting and protesting against Canada to change Canada to how they want Canada to be while treating all Canadian people as second class citizens plus destroying the country and destroying nature while breaking laws and demanding that all Canadians give in to their demands need to be kicked out of Canada and never be allowed to return . It will be a cold day in hell before i bow down to any of them who try to destroy my country and tell me that i am white so i need to be silenced because i am white and a colonizer so i dont matter . And white people have a hard time finding work . My daughter is sick, and so am i, so when it takes 2 years to see a gynecologist or take 6 weeks to see a doctor, it is insane. This situation is so bad for all Canadians that we need to grow a pair of balls and take back Canada and stop sending our money to other countries and stop allowing immigrant terrorists destroying the Canadian people and Canada and it's nature . If Canada doesn't start to fight back, we will all be screwed even more in the very near future . CANADA NEEDS TO GROW A PAIR OF BALLS AND PUT AN END TO THE GOVERNMENT BS AND TO STOP THESE IMMIGRANT TERRORISTS AND CLOSE OUR BOARDERS AND STOP SENDING MONEY TO OTHER COUNTRIES AND DEPORT ANY IMMIGRANTS WHO TAKES PART IN TERRORISTS ACTS AND BREAKS THE LAWS . And it kills me to say this because i love my country, but if Canadians are not going to stand together as one and take back our country and our lives and fight for change now then we might as well become Americas 51st state because we lost our Canadian pride . And it shows that Canadians don't care about Canada anymore . 💔
Identity Attack0.5498214
Insult0.5588244
Profanity0.6643082
Threat0.03304107
Severe Toxicity0.3361876
Moderate 0.6611249 Constructive 0.595 Identity Attack Insult
Sep 7, 2025 Why Canadians Are Turning Against …
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to …
You speak neither English or French? You make broom handles? you belong to a sexist idiot religion? You have 15 kids and can't even take care of yourself? You hate the West and want to see it destroyed? Your kids are annoying, loud and terrible? Ok you are perfect for Canada and here's 80 grand and house. Honestly, these are the people I'm constantly meeting as a teacher. Canada will be crumbling for the next 40 years, easy.
Identity Attack0.48915586
Insult0.6831271
Profanity0.29209393
Threat0.025789235
Severe Toxicity0.104393706
Moderate 0.65996873 Moderate Con 0.481 Insult Unverified_Claim
Jun 21, 2025 How Canada broke its immigration …
canadastan is dead, screw this hellhole, im not going to see 2026
canadastan is dead, screw this hellhole, im not going to see 2026
Identity Attack0.43896464
Insult0.48627716
Profanity0.5013569
Threat0.24090876
Severe Toxicity0.31905776
Moderate 0.6588125 Low Con 0.191 Fear_Threat
Nov 21, 2025 14 likes Thousands of refugees allowed into …
Good to see "New New Dehli" aka Canada's problems being shown here , the whole Country is a fucking mess
Good to see "New New Dehli" aka Canada's problems being shown here , the whole Country is a fucking mess
Identity Attack0.40713623
Insult0.5130944
Profanity0.61633086
Threat0.010964886
Severe Toxicity0.16960317
Moderate 0.6588125 Moderate Con 0.308 Insult Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
If life in India is easier GO THE FUCK BACK! THEY DON'T HELP OUR ECONOMY AT ALL, THEY DON'T BORROW FROM OUR BANKS, THEY WORK FOR THIER OWN THOSE EMPLOYER GET 30% SUBSIDY ON THEIR …
If life in India is easier GO THE FUCK BACK! THEY DON'T HELP OUR ECONOMY AT ALL, THEY DON'T BORROW FROM OUR BANKS, THEY WORK FOR THIER OWN THOSE EMPLOYER GET 30% SUBSIDY ON THEIR WAGES AND THEY HELP THEIR OWN CLAIM LESS ON INCOME TAX SO THEY DON'T PAY TAXES. THE GOVERNMENT JUST HAS TO SEE THEIR HOMES,CARS AND BUSINESSES AND WONDER HOW SOMEONE MAKING 20K A YEAR CAN AFFORD ALL THAT.
Identity Attack0.48949075
Insult0.48313886
Profanity0.57236236
Threat0.039602257
Severe Toxicity0.24482845
Moderate 0.6544696 Moderate Con 0.366 Unverified_Claim
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for …
So many cucks bro. Im born here and yeah it sucks so many of my ppl came here but they are getting deprorted and many are going home. It was good for ppl here for a long time until the new ppl started showing up. Aside from that these videos make ppl who lived here for generations also look bad. A sikh solider on 1 stamp and everyone started freaking out without knowing context. Everyday i see ppl blaming the action of 1 person on everyone, culture, and etc. I see ppl actively lying and many ppl actaully believing in jt. These ppl highlight only the bad as the biggest picture leaving out the actual story.
Identity Attack0.40713623
Insult0.5270482
Profanity0.55356324
Threat0.045895394
Severe Toxicity0.35058254
Moderate 0.6544696 Constructive 0.59 Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Im tired of seeing these god damn rainbow flags and foreigners getting getting with PDFile stuff (mostly Pakistanis). Canada needs to be aloud to own pistols for home defense
Im tired of seeing these god damn rainbow flags and foreigners getting getting with PDFile stuff (mostly Pakistanis). Canada needs to be aloud to own pistols for home defense
Identity Attack0.49584505
Insult0.5130944
Profanity0.6069483
Threat0.06690872
Severe Toxicity0.16960317
Moderate 0.6491204 Moderate Con 0.34 Insult
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
Yoo I"m a french Canadian from Montréal , I was angry with whats happening in Brampton Ontario, but to see my city hosting these type of bullshit make me loose my damn mind . Sorry …
Yoo I"m a french Canadian from Montréal , I was angry with whats happening in Brampton Ontario, but to see my city hosting these type of bullshit make me loose my damn mind . Sorry to my US friends, we don't want that to happen.
Identity Attack0.19100772
Insult0.4339631
Profanity0.7107322
Threat0.010835429
Severe Toxicity0.15179962
Moderate 0.64447093 Constructive 0.638 Fear_Threat
Jan 27, 2026 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.