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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 like what the immigrant …" 639 comments · Page 1 of 26
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)
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 …
ASSIMILATION IS THE END GOAL OF IMMIGRATION FFS?!?! You wanna be Canadian and live in Canada? Than ACT CANADIAN! WE ARE NOT A THIRD WORLD COUNTRY!! Stop infecting our Country! You act like a disease …
ASSIMILATION IS THE END GOAL OF IMMIGRATION FFS?!?! You wanna be Canadian and live in Canada? Than ACT CANADIAN! WE ARE NOT A THIRD WORLD COUNTRY!! Stop infecting our Country! You act like a disease that we can’t cure because you refuse to assimilate! FUCK!!
Identity Attack0.40883094
Insult0.6261769
Profanity0.70864636
Threat0.039602257
Severe Toxicity0.44787344
Toxic 0.8460273 Low Con 0.243 Insult Identity_Assertion
Feb 26, 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 …
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...
🤬😡 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)
get credit cards and run the shit out of them like the immigrants are doing
get credit cards and run the shit out of them like the immigrants are doing
Identity Attack0.57150364
Insult0.5145894
Profanity0.73341435
Threat0.06270605
Severe Toxicity0.26766825
Toxic 0.78855824 Low Con 0.169 Identity Attack Insult
Sep 8, 2025 Why Canadians Are Turning Against …
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...
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take …
These immigrants are coming from war war-torn countries and bringing all of their shit with them. They are here for convenience and a free ride and they care nothing about Canadian culture or values. Take your Sharia laws and F off! Go back to where you came from! The government sucks and instead of a melting pot, Canada is a cesspool. I'm sick of immigrants who want Canadians to change for them, because it's not like their country. The solution is DEPORTATION!
Identity Attack0.61901736
Insult0.66500133
Profanity0.57236236
Threat0.06238277
Severe Toxicity0.35368225
Toxic 0.7701451 Moderate Con 0.358 Identity Attack Insult Fear_Threat
Aug 30, 2025 Why Canadians Are Turning Against …
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)
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, …
Come to Canada and then vanish, awesome job Literals! Also great job on mass immigration of Muslims taking everything we worked for. Nice to see this shit government giving 3rd world countries everything for FREE, then treating us REAL Canadians like 3rd world garbage, awesome!
Identity Attack0.65625757
Insult0.6500014
Profanity0.5711371
Threat0.13751452
Severe Toxicity0.35368225
Toxic 0.76197964 Low Con 0.229 Identity Attack Insult
Oct 1, 2025 IRCC Names India in Study …
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...
Honestly these immigrants are better than most other immigrants since most of them aren’t illegal, went through background checks through legal immigration, and at least they speak English. The low intelligence ones that eat shit …
Honestly these immigrants are better than most other immigrants since most of them aren’t illegal, went through background checks through legal immigration, and at least they speak English. The low intelligence ones that eat shit and shit on street most likely don't meet the immigration requirement to Canada.
Identity Attack0.49855098
Insult0.6120431
Profanity0.70864636
Threat0.012026439
Severe Toxicity0.18538254
Toxic 0.73663366 Low Con 0.276 Insult Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim …
I can’t find no damn job. But it’s fine I’m gonna have to go the entrepreneur route. If I don’t then my future children will be doomed. Why tf is there no diversity at Tim Hortons and Walmart? Fuck you Trudeau. He only became prime minister bcs of his father’s good reputation, and bcs women were mesmerized by his good looks. I’m a CANADIAN CITIZEN and I can’t find no work in this damn country. Trump should prob come here and fix things. Everyone should have an equal chance of getting a job. Diversity and inclusion is important. I don’t expect immigrants to assimilate to Canadian culture but have some respect. Don’t be acting like you run things bcs NOBODY RUNS THINGS. I get that some immigrants come here and work hard to own a Canadian/american franchise or to become a manager, but don’t be hiring your ethnic group alone. The workplace should display a representation of various groups of people. If you can’t simply do that then please ONLY stick to only owning whatever food restaurants that serves food from whatever country you came from.
Identity Attack0.19693321
Insult0.5588244
Profanity0.70864636
Threat0.05914995
Severe Toxicity0.3498543
Toxic 0.73663366 Constructive 0.626 Insult
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably …
Nobody tells that to your fucking govt. Before they issue visas like food stamps? It's not only the brown's or a particular race it's your govt. that has failed. See downtown Toronto, vancouver or probably any other province or city you got homeless white canadian's smoking phentanyl. I hope that's not canadian culture. Blame your system and not only immigrants. A lot of people from outside are the reasons you guys are surviving today, infact 90% of your country's economy based on immigration. Canada only has false hopes, joblessness and homelessness for everybody because the government has completely failed and is only running sham schemes to fill their pockets.
Identity Attack0.55011386
Insult0.6051471
Profanity0.64657205
Threat0.045572113
Severe Toxicity0.3532795
Toxic 0.7252971 Constructive 0.524 Identity Attack Insult Policy_Critique
Aug 26, 2025 Why Canadians Are Turning Against …
If immigrants don't like Canada...hey go back to where you came from! adapt to Canadians way of life ot get the F**K out of here.
If immigrants don't like Canada...hey go back to where you came from! adapt to Canadians way of life ot get the F**K out of here.
Identity Attack0.5504064
Insult0.54471385
Profanity0.5865656
Threat0.03649433
Severe Toxicity0.2322566
Toxic 0.7252971 Low Con 0.213 Identity Attack Insult
Sep 16, 2025 1 likes Why Canadians Are Turning Against …
enough with the bullshit myth that we had/have a great immigration system, we haven't for decades, only a complete moron would say so, like Ivison who keeps lying saying there was "CONSENSUS" among who? the …
enough with the bullshit myth that we had/have a great immigration system, we haven't for decades, only a complete moron would say so, like Ivison who keeps lying saying there was "CONSENSUS" among who? the politicians? the greedy businesses that want slave labour, cheap labour, the NDP zealots? cause in almost 60 yrs, I've never once, ever, never heard anyone say that they wanted more immigrants in Canada, ever
Identity Attack0.2808415
Insult0.6308392
Profanity0.58072567
Threat0.011715741
Severe Toxicity0.16960317
Moderate 0.6989911 Moderate Con 0.486 Insult Policy_Critique
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin …
The white bum with a bicycle is a typical dumbo who hates blacks even though blacks make up less than 5% of the population! I am not even mentioning that 46% of those with African-origin (aged 25-54) hold a bachelor's degree or higher, far exceeding the 32.9% national average! The YouTube host, who is also a Xenophone, allowed the bigot to puke! I can bet my balls that African immigrants in Canada score 20 points or more on IQ test than this bum who probably smells like Tuna!
Identity Attack0.57554024
Insult0.6308392
Profanity0.43900812
Threat0.050744623
Severe Toxicity0.34954423
Moderate 0.68408644 Moderate Con 0.322 Identity Attack Insult Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
15:30 minutes in, THIS kind of immigrant need to be kick out of here FAST, WE DO NOT NEED YOUR KIND HERE, if you like it that much go back to your home country AND …
15:30 minutes in, THIS kind of immigrant need to be kick out of here FAST, WE DO NOT NEED YOUR KIND HERE, if you like it that much go back to your home country AND LEAVE US ALONE WE DO NOT NEEEEEEEEEEEED YOU
Identity Attack0.6007182
Insult0.48627716
Profanity0.25275812
Threat0.44942492
Severe Toxicity0.35368225
Moderate 0.68408644 Moderate Con 0.328 Identity Attack Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived …
America, Canada, Australia , New Zealand etc are no one's country they are made by immigrants first whites than black asian indians etc . Cry as much you can it's not invasion like whites arrived do you call that invasion. Racist piece of 💩 Tyler 😂😂
Identity Attack0.6007182
Insult0.6336687
Profanity0.36230123
Threat0.018882722
Severe Toxicity0.21902075
Moderate 0.6827122 Moderate Con 0.315 Identity Attack Insult Comparative_Framing
Feb 27, 2026 Inside Canada's Indian Invasion...
The stupid stuff it the government did call to find out what they should do to improve Canada but they don’t listen and there are videos of the immigrants throwing garbage over dance and smile …
The stupid stuff it the government did call to find out what they should do to improve Canada but they don’t listen and there are videos of the immigrants throwing garbage over dance and smile about it this is not they country if they want to treat this country like that I say leave
Identity Attack0.381025
Insult0.67254376
Profanity0.29209393
Threat0.010757755
Severe Toxicity0.023411209
Moderate 0.6827122 Moderate Con 0.357 Insult
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are …
as an Canadian this is an insult for the Citizen of this country to allow such radical change into a small farm town like it use to be now its overrule by Immigrant that are nasty and are just hurting our economic well the media blame trumps like moron we are 💀🤡🤣
Identity Attack0.3817989
Insult0.69164425
Profanity0.33434898
Threat0.009126588
Severe Toxicity0.023927659
Moderate 0.6744087 Moderate Con 0.35 Insult Identity_Assertion
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.