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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: "The immigration of the people …" 1,009 comments · Page 1 of 41
What the fuck is original immigrants and new immigrants. Immigrants are immigrants. He's just trying to make the claim that white people are the "original" immigrants and brown people are some how inferior to them. …
What the fuck is original immigrants and new immigrants. Immigrants are immigrants. He's just trying to make the claim that white people are the "original" immigrants and brown people are some how inferior to them. Let's be honest, white people stole the land from the natives and they talk like it was theirs from the beginning of time. The interviewer is an asshole.
Identity Attack0.6853638
Insult0.7657292
Profanity0.84995824
Threat0.038220957
Severe Toxicity0.457266
Toxic 0.911035 Moderate Con 0.495 Identity Attack Insult Identity_Assertion
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Stupid liberal party letting these people in Canada taking away our Canadian culture! We need a strong Leader and get out Islamist Muslims and India immigrants before they fuck up Canada!
Identity Attack0.7778623
Insult0.7762574
Profanity0.6983885
Threat0.07629784
Severe Toxicity0.44860926
Toxic 0.8988238 Low Con 0.203 Identity Attack Insult Fear_Threat
Feb 22, 2026 1 likes Inside Canada's Indian Invasion...
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need …
Who tells you all this bullshit free this free that OK if you’re a refugee, you might get $3000 coming in that’s it. You don’t get free anything so go fuck yourself assholes we need immigrants and we need them very badly. We don’t need people believing the bullshit just cause the Internet says sojust look at our birth rate. Look at our older people put the two numbers together and see how much we need more people.
Identity Attack0.46028158
Insult0.6675394
Profanity0.8186401
Threat0.13650303
Severe Toxicity0.50703704
Toxic 0.8988238 Moderate Con 0.379 Insult
Aug 31, 2025 Why Canadians Are Turning Against …
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Get rid of the f****** government bringing a government that care about your people and f*** them immigrant especially the East Indians
Identity Attack0.6458014
Insult0.6109131
Profanity0.7673477
Threat0.28031203
Severe Toxicity0.45895407
Toxic 0.8629672 Low Con 0.255 Identity Attack Insult Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Immigration Canada is absolute shit just like the things of the people that are here😅
Immigration Canada is absolute shit just like the things of the people that are here😅
Identity Attack0.55044734
Insult0.6109131
Profanity0.776286
Threat0.010809537
Severe Toxicity0.35166132
Toxic 0.8540474 Low Con 0.26 Identity Attack Insult Policy_Critique
Feb 22, 2026 2 likes LILLEY UNLEASHED: The fall of …
WHITE PEOPLE ARE JUST GONNA HALF TO SUCK IT UP, BOTTOM LINE WHITES NEED IMMIGRANTS BECAUSE YOU CANT BUILD NOTHING ON YOUR OWN AND MOST OF YOU COME FROM IMMIGRANTS, STOP BEING HIPOCRITS
WHITE PEOPLE ARE JUST GONNA HALF TO SUCK IT UP, BOTTOM LINE WHITES NEED IMMIGRANTS BECAUSE YOU CANT BUILD NOTHING ON YOUR OWN AND MOST OF YOU COME FROM IMMIGRANTS, STOP BEING HIPOCRITS
Identity Attack0.6007182
Insult0.65231085
Profanity0.5711371
Threat0.04132889
Severe Toxicity0.35368225
Toxic 0.8403191 Low Con 0.18 Identity Attack Insult Moral_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
Bro the amount of fraud, immigration fraud, the drugs etc…. It’s fucking bullshit, it’s all across Canada and it’s fucked our taxes system …. Like straight out country is fucked because of this immigration….. the …
Bro the amount of fraud, immigration fraud, the drugs etc…. It’s fucking bullshit, it’s all across Canada and it’s fucked our taxes system …. Like straight out country is fucked because of this immigration….. the amount of people I deal with daily in sales that can’t speak a single word of English yet drive off in brand new car, live in a nicer house….. bro? What’s happening?! How do I get that shit working 80 hours?!
Identity Attack0.3817989
Insult0.5678696
Profanity0.8089582
Threat0.01750142
Severe Toxicity0.35368225
Toxic 0.8403191 Constructive 0.514 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE …
I'm not fed up with immigrants, I'm FED UP OF INDIAN, AFRICAN, MUSLIM AND OTHER THIRD WORLD IMMIGRANTS. I like to be specific. Fed up of the racist bs too because ONLY WHITE PEOPLE ARE NOT ALLOWED TO BE RACIST, for every other colour it's OK to be racist against white people. Yes, some races only breed shit, yes, some countries only breed shit, AND CANADIANS DON'T WANT THEM.
Identity Attack0.7426507
Insult0.6675394
Profanity0.6919765
Threat0.054624002
Severe Toxicity0.44787344
Toxic 0.8403191 Constructive 0.518 Identity Attack Insult Identity_Assertion
Sep 8, 2025 Why Canadians Are Turning Against …
No we are NOT turning against immigrants. Only stupid people believe this crap. It’s not true!
No we are NOT turning against immigrants. Only stupid people believe this crap. It’s not true!
Identity Attack0.44690517
Insult0.7827088
Profanity0.5249258
Threat0.009566744
Severe Toxicity0.13863131
Toxic 0.83334327 Low Con 0.211 Insult Solidarity
Aug 26, 2025 Why Canadians Are Turning Against …
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him …
🤬😡 that bike guy was an absolute a*shole. I'm not from Africa, but calling an entire continent stupid is just pathetic. shame on all the cockroaches in the comment section supporting him. idiots like him are the reason stereotyping and generalization still exists. even if a smart guy came from Africa tomorrow, these people will still discriminate against him because of "his" background. absolutely retarded. these uneducated poor illiterate pigs who has failed in their lives are now hating on immigration to feel good about themselves. f*ck these racist dude, and all the idiots supporting him thinking it's funny and cool.
Identity Attack0.41975367
Insult0.7967344
Profanity0.5381406
Threat0.049774777
Severe Toxicity0.44787344
Toxic 0.8299589 Moderate Con 0.419 Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver …
Guys like you try and spin, Indian immigration into this glorious thing shame on you it’s not glorious. You put in a few token white people to make your video relevant go down into Vancouver look at the gang activity from immigrants that have taken over entire cities. You’re an idiot dude
Identity Attack0.48915586
Insult0.7804726
Profanity0.43744424
Threat0.025789235
Severe Toxicity0.1762085
Toxic 0.8115627 Low Con 0.281 Insult Fear_Threat
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Hahaa indian immigrant HQ! 😂 i am an immigrant from india, and i have not seen such idiots back home. I want to go back to india. You have invited lowest of lows!! It is …
Hahaa indian immigrant HQ! 😂 i am an immigrant from india, and i have not seen such idiots back home. I want to go back to india. You have invited lowest of lows!! It is frustrating for people like me. Forget shitty immigrants, what opportunities exist!?? Zero! Crap economy. God please help me and get me out of here!! All my money is invested in this dead economy..
Identity Attack0.6007182
Insult0.67735565
Profanity0.58072567
Threat0.04363242
Severe Toxicity0.35368225
Toxic 0.78855824 Moderate Con 0.474 Identity Attack Insult Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it …
I am so sick of this shit... you guys act like white people didn't do this exact same thing years ago but because they aren't white and have a different culture then "most" Canadians it becomes a problem. Canada accepts a lot of immigrants more then the US but if the US had a less strict immigration policy it would probably look very similar. Canada is super under populate comparing it to other countries of the same exact size. Hey Canadians can we not be as racist as the flipping Americas. Saying that they're is an invasion of people who have proper documentation and are allowed to live in Canada is racist. To say you want people of a different race or culture is flipping racist no matter what way you spin it. It makes me so angry that fucking youtuber with no fucking degree gets to shit on others people lives and profit off of it. And the sad part is Tyler is not the only one doing this but many other youtubers are straight up doing bad journalism and taking random peoples word for it...with zero degrees in the matter they are speaking about. Yes sometime he gets people who actually know what they are talking about but most the time they are super bias or have something to gain from talking about it. Anyways, I just tired of "Scary" propaganda most the time it's not an actually issue. What we as Canadians should be focused on why you need 10+ years of experience to work a minimum wage job (And it isn't Indian immigrants fault but greedy corporations)
Identity Attack0.55044734
Insult0.57787937
Profanity0.70384485
Threat0.03304107
Severe Toxicity0.3529199
Toxic 0.78711975 Constructive 0.734 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem with Canada is the shit type people they have running it. Not one of them are fit for the job. And they have been bringing in immigrants in larger numbers to reassure there …
The problem with Canada is the shit type people they have running it. Not one of them are fit for the job. And they have been bringing in immigrants in larger numbers to reassure there votes. Why wouldn't they vote the party in, that brought them in. Over half my pay is tax. How the fuck is that right?
Identity Attack0.39461556
Insult0.58196646
Profanity0.78491896
Threat0.011767523
Severe Toxicity0.23226346
Toxic 0.7856813 Constructive 0.539 Insult Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
PROBLEM IS UR GAY PRESIDENT...U SHOULD BE STRICT ON UR VISA POLICY...U INVITED MANY MUSLIMS REFUGEE..ILLEGAL IMMIGRANT PEOPLE WILL DISTROY UR COUNTRY
PROBLEM IS UR GAY PRESIDENT...U SHOULD BE STRICT ON UR VISA POLICY...U INVITED MANY MUSLIMS REFUGEE..ILLEGAL IMMIGRANT PEOPLE WILL DISTROY UR COUNTRY
Identity Attack0.7778623
Insult0.5423875
Profanity0.29209393
Threat0.2172668
Severe Toxicity0.35058254
Toxic 0.7701451 Low Con 0.224 Identity Attack Insult
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And don't generalize you id*ot. These people are shameless indeed but they do not represent true immigrants
And don't generalize you id*ot. These people are shameless indeed but they do not represent true immigrants
Identity Attack0.32184324
Insult0.7775208
Profanity0.46460027
Threat0.010084574
Severe Toxicity0.16760159
Toxic 0.7701451 Moderate Con 0.357 Insult Identity_Assertion
Feb 7, 2026 1 likes Inside Canada's Indian Invasion...
The irony of all these comments by people who are at most 3rd generation immigrants, let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
The irony of all these comments by people who are at most 3rd generation immigrants, let's be honest, if you aren't native American, you can just shut the f*ck up, hahahaha
Identity Attack0.48915586
Insult0.5678696
Profanity0.68353343
Threat0.029587816
Severe Toxicity0.34969926
Toxic 0.76523775 Low Con 0.272 Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very …
I can only hope and pray for our Beautiful country to belong to us Born and Raised Canadians again. That these people will be pushed out of our country eventually. We as Canadians are very vocal and very loud and get very pissed off when we see our beautiful country being treated like garbage by these disgusting and vulgar immigrants. You are FUCKING with the wrong country if you think you can come here and get away with this shit forever. Canada has been through so much bullshit in the last 50 yrs alone, that we will no longer be pushed into silence. We Love our Beautiful Country to fucking much to see this shit continue to go on. We are not a Country to mess with!
Identity Attack0.55044734
Insult0.65129566
Profanity0.70864636
Threat0.06690872
Severe Toxicity0.4379392
Toxic 0.76523775 Constructive 0.543 Identity Attack Insult
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
LYLER IS RACIST, NEO NAZI HATER YOUTUBER who goes to incite violence between communities.Who goes to different cities and change the success of immigrants into invasion. If you are serious, go and free your country …
LYLER IS RACIST, NEO NAZI HATER YOUTUBER who goes to incite violence between communities.Who goes to different cities and change the success of immigrants into invasion. If you are serious, go and free your country and people from zionist and its lobbyists groups. the prove is that you did not push back the ignorant racist, low iq homeless man who said fake and lie stereotypes about Indians and Africans. He is the one want who eats poop, low iq and violent homeless. Brown and black are the future
Identity Attack0.5504064
Insult0.67254376
Profanity0.39409557
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.294 Identity Attack Insult Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
I am Immigrant Myself . When I go Shopping for food or anything There is this new comer's They walk around like a ZOMBI cut you off or just stand and Block you like a …
I am Immigrant Myself . When I go Shopping for food or anything There is this new comer's They walk around like a ZOMBI cut you off or just stand and Block you like a Fucken Cow. or chat on cell phone Not pay attention to the people and Traffic around them .STOP BRINGING MORONS WITH NO MANNERS .
Identity Attack0.4054415
Insult0.64537907
Profanity0.64460015
Threat0.13815513
Severe Toxicity0.35368225
Toxic 0.7570315 Moderate Con 0.443 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions …
Man you’re a pig 🐷! India has many many languages cultures and types of different ethinic groups . Yes they’re are very primitive cultures in india also and very modern people also in the millions some are very poor and some middle class some very rich but you cannot put them all in one basket just like the western countries you have incest inbred people , look at small towns they’re full of inbred people worshiping snakes in churches in some southern states some have sex with animals like dogs and some live with dolls 😂, satan worship and sacrificing for rituals etc….. you cannot judge a society like that . Indians in general are very successful immigrants if you look at the charts but yes there’s some bad apples in all communities . But just like west is not one society but a mixture of many cultures and languages and taboo cultures , india is same like that big country with many different ppl . 😂😂😂
Identity Attack0.5135796
Insult0.6677319
Profanity0.4840093
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.75208336 Moderate Con 0.487 Identity Attack Insult Moral_Argument
Feb 5, 2026 1 likes Inside Canada's Indian Invasion...
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck …
All are selfish people in the world! That's why any opportunity for the job first gets hard-working people. All white people are also immigrants in history. white people think 'indian don't pay any tax' fuck of, we pay more compared to you and get less services.
Identity Attack0.6320481
Insult0.6149945
Profanity0.64080805
Threat0.019055385
Severe Toxicity0.349583
Toxic 0.7510937 Moderate Con 0.454 Identity Attack Insult Economic_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
No illegal immigrants on stolen land. lol. Between the indigenous claims and the immigrant claims we the people who pay for them will get squeezed out. Then who's going to fund the bullshit?
No illegal immigrants on stolen land. lol. Between the indigenous claims and the immigrant claims we the people who pay for them will get squeezed out. Then who's going to fund the bullshit?
Identity Attack0.46028158
Insult0.5497792
Profanity0.70864636
Threat0.012906751
Severe Toxicity0.16960317
Toxic 0.74954444 Moderate Con 0.335 Insult Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
No wonder immigration is completely out of control and bringing in horrible people when you have such an enormous dumbass in charge
No wonder immigration is completely out of control and bringing in horrible people when you have such an enormous dumbass in charge
Identity Attack0.42615733
Insult0.71120167
Profanity0.4862434
Threat0.011327368
Severe Toxicity0.16960317
Toxic 0.73663366 Low Con 0.158 Insult Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Illegal immigrants have been a big problem in Canada for at least 10 years. These idiots are sitting there and they can't answer the question. Our tax dollars are getting ripped off because these fools …
Illegal immigrants have been a big problem in Canada for at least 10 years. These idiots are sitting there and they can't answer the question. Our tax dollars are getting ripped off because these fools have a job that they can't even do. It is about time we hire people that have the skills to do the job.
Identity Attack0.39966375
Insult0.7657292
Profanity0.30161268
Threat0.0113014765
Severe Toxicity0.030523606
Toxic 0.73663366 Moderate Con 0.397 Insult
Jan 3, 2026 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.