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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: "Will there be a part …" 429 comments · Page 1 of 18
Fucker doesn't know about the second part of Punjab located in pakistan. The shit for brains can only research about a even 90% of that country don't even know about.
Fucker doesn't know about the second part of Punjab located in pakistan. The shit for brains can only research about a even 90% of that country don't even know about.
Identity Attack0.44690517
Insult0.6831271
Profanity0.90258646
Threat0.02803385
Severe Toxicity0.47886345
Toxic 0.9288007 Low Con 0.225 Insult Meta_Commentary
Feb 12, 2026 2 likes Inside Canada's Indian Invasion...
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most …
they need to get the fuck out of our country the worse part of the timmies workers is they all claim good enough to work good enough to stay but they arnt good enough, most people who worked at timmies before were teenagers and i always got my order right now these fucking idiots work there and cant make a bagel and coffee how fucking hard is it the fucking place is a coffee place and no one there can make a fucking coffee i have gone back and just thrown my order at them and left (you can think thats disrespectful but they are fucking up a job children do then argue with you when you try take it back). Youth unemployment is at a record high in ontario because these places will not hire white people. they think we are all below them in our country (yes i am native so before you fucking cry about white people talking canada STFU) they get more then people of our native homeland
Identity Attack0.46028158
Insult0.66500133
Profanity0.8186401
Threat0.2836219
Severe Toxicity0.50703704
Toxic 0.9061063 Constructive 0.526 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and …
Am glad you think that “Fat Cracker” joke is funny calling African illiterate and low IQ and saying “Rape” is part of African culture is crazy! Shame on you bro! And you stood there and laugh smh…! lol go on “EDP WATCH” see what “American are doing” fucking dumb ass!
Identity Attack0.57150364
Insult0.71027446
Profanity0.764141
Threat0.16067244
Severe Toxicity0.45895407
Toxic 0.8778702 Low Con 0.227 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What shitty channel last part was full of lies.😒
What shitty channel last part was full of lies.😒
Identity Attack0.11163961
Insult0.5362655
Profanity0.70864636
Threat0.015429466
Severe Toxicity0.35368225
Toxic 0.8540474 Low Con 0.164 Insult Meta_Commentary
Feb 14, 2026 Inside Canada's Indian Invasion...
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Not all indians eat their shit. Also you went to a very specific part of indian that does shit stuff, it doesnt mean they are gonna bring it to our country.
Identity Attack0.55044734
Insult0.5101222
Profanity0.8449782
Threat0.012803185
Severe Toxicity0.2847981
Toxic 0.8364697 Low Con 0.241 Identity Attack Insult Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Finally someone showing the world the bullshit we gotta deal with. We got too man “student visa” Indians in our fucking country. The government is the biggest part of this problem smh
Finally someone showing the world the bullshit we gotta deal with. We got too man “student visa” Indians in our fucking country. The government is the biggest part of this problem smh
Identity Attack0.60238177
Insult0.5393265
Profanity0.7888968
Threat0.029933142
Severe Toxicity0.35368225
Toxic 0.8115627 Moderate Con 0.314 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
What the fuck this guy literally said rape is part of Africans culture
What the fuck this guy literally said rape is part of Africans culture
Identity Attack0.5135796
Insult0.48484445
Profanity0.67055607
Threat0.40348873
Severe Toxicity0.44787344
Toxic 0.7998551 Low Con 0.237 Identity Attack Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
“The guy with the bike was so honest” fucking hell?!?!? Saying Africans have an average iq <70/rape is part of their culture is genuinely retarded and spewing racist bs. Idk what honesty that is
“The guy with the bike was so honest” fucking hell?!?!? Saying Africans have an average iq <70/rape is part of their culture is genuinely retarded and spewing racist bs. Idk what honesty that is
Identity Attack0.6458014
Insult0.61794597
Profanity0.70864636
Threat0.28890648
Severe Toxicity0.45895407
Toxic 0.78855824 Moderate Con 0.323 Identity Attack Insult Unverified_Claim
Jan 27, 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...
Did he just say r@pe is part of their culture? A 40 IQ talking about 70 IQ...what a dummy. You hate Africans, and we hate stupid people. What an idiot. Reminds me of the 40 …
Did he just say r@pe is part of their culture? A 40 IQ talking about 70 IQ...what a dummy. You hate Africans, and we hate stupid people. What an idiot. Reminds me of the 40 IQ white people I know. Tyler trying to $$ in on hate as usual. Tyler the vulture 😂😂
Identity Attack0.5612457
Insult0.7298119
Profanity0.46460027
Threat0.03718498
Severe Toxicity0.26195827
Toxic 0.78207105 Low Con 0.227 Identity Attack Insult Moral_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
An indian or Arab must’ve been laughing at the African low intelligence part but at least we don't eat our own sh*t😅😅😅😅😅....🦃 or 🐔 he cooked us alĺ in the same pot.
An indian or Arab must’ve been laughing at the African low intelligence part but at least we don't eat our own sh*t😅😅😅😅😅....🦃 or 🐔 he cooked us alĺ in the same pot.
Identity Attack0.60238177
Insult0.5130944
Profanity0.6001929
Threat0.075531214
Severe Toxicity0.35368225
Toxic 0.7570315 Low Con 0.257 Identity Attack Insult Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have no sympathy for any so-called Canadian that has any entanglements while visiting our enemy Canadian maybe patriotic definitely not. USA is embargoed if you're not part of the solution you are the f****** …
I have no sympathy for any so-called Canadian that has any entanglements while visiting our enemy Canadian maybe patriotic definitely not. USA is embargoed if you're not part of the solution you are the f****** problem that's why no sympathy given
Identity Attack0.007260351
Insult0.28264704
Profanity0.4551123
Threat0.00082029623
Severe Toxicity0.00004947815
Toxic 0.7524256
Dec 23, 2025 1 likes
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level …
The liberal parasites are ruining Canada, who voted for them? Too many are stupid? Than this country will no longer remain part of the "west"..and will fall down to the third world religious idiots level (India, Pakistan, etc.)..so most intellignet people will leave to the US or Europe? Europe is also being destroyed by the simiral liberal tribe..(Soros, Starmer, Merz, Zelensky etc.) so it leaves only Trump, who finally removes them from power?
Identity Attack0.46028158
Insult0.7657292
Profanity0.29209393
Threat0.02440793
Severe Toxicity0.11756202
Toxic 0.7510937 Low Con 0.221 Insult
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Brampton is a sh*thole. Shouldn't even be considered a part of Canada.
Brampton is a sh*thole. Shouldn't even be considered a part of Canada.
Identity Attack0.30103904
Insult0.6677319
Profanity0.64080805
Threat0.05430072
Severe Toxicity0.23225488
Toxic 0.7510937 Low Con 0.23 Insult Identity_Assertion
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Im a single mother and have a part time job...can't get a second because all the jobs here in town are filled up with Indian immigrants....and I can't even get accepted for welfare to help …
Im a single mother and have a part time job...can't get a second because all the jobs here in town are filled up with Indian immigrants....and I can't even get accepted for welfare to help me pay for things because all the immigrants are flooding the welfare system. Years ago I would be able to be approved even if I made $1,400 a month.... But now I'm making literally half that a month and I'm still not getting approved..... These fucking immigrants need to go.
Identity Attack0.6458014
Insult0.58196646
Profanity0.66405153
Threat0.06238277
Severe Toxicity0.34938923
Toxic 0.74954444 Constructive 0.537 Identity Attack Insult Personal_Narrative
Sep 11, 2025 Why Canadians Are Turning Against …
Why is no one talking about the 2nd part of the story? that shit was INTENSE!!
Why is no one talking about the 2nd part of the story? that shit was INTENSE!!
Identity Attack0.014048826
Insult0.26957804
Profanity0.7888968
Threat0.009618527
Severe Toxicity0.09649272
Toxic 0.7308154 Moderate Con 0.326 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact …
The white guy on the bike is a as ignorant as the next guy. Africa is a whole ass continent with 54 countries. Canada is one country. Rape is NOT part of African Culture intact over 50% of rapes are white male aggressors
Identity Attack0.6413409
Insult0.6308392
Profanity0.4840093
Threat0.15276608
Severe Toxicity0.34950548
Toxic 0.7252971 Moderate Con 0.398 Identity Attack Insult Moral_Argument
Mar 3, 2026 Inside Canada's Indian Invasion...
Bro just claimed r*pe was a part of African culture—the whole continent—with his whole chest. That’s a special kind of stupid 😭
Bro just claimed r*pe was a part of African culture—the whole continent—with his whole chest. That’s a special kind of stupid 😭
Identity Attack0.3072352
Insult0.67254376
Profanity0.5013569
Threat0.008505191
Severe Toxicity0.101760045
Toxic 0.7252971 Low Con 0.268 Insult Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they …
8:28 they are terrorist,indian government already warned canada buy your justin trudo only care about his votes so it's your government failure that they allow criminals to settle down,these(the guys in photo)motherfucker sell drug they supply to the punjab through pakistan border all the Punjabi singer who live in canada are also part of it,so being racists towards indian will not help you ask your government to take action on them and return them to indian government
Identity Attack0.5135796
Insult0.5678696
Profanity0.50818664
Threat0.10542984
Severe Toxicity0.35368225
Toxic 0.72028047 Moderate Con 0.35 Identity Attack Insult Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
2:58 you know sh1t real when even Indians say that part of foreign country locality has too many Indians
Identity Attack0.5135796
Insult0.40243408
Profanity0.596623
Threat0.015429466
Severe Toxicity0.23224114
Toxic 0.718943 Low Con 0.2 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Stupid part is, that if a Christian were to build a giant cross; rather a Jew building a giant minor ah, there would be riots and stupid shorts demanding they be taken down. Oh no …
Stupid part is, that if a Christian were to build a giant cross; rather a Jew building a giant minor ah, there would be riots and stupid shorts demanding they be taken down. Oh no though an immigrant building a giant statue of their god, rather one of them; no it's perfectly fine
Identity Attack0.5707127
Insult0.6308392
Profanity0.44431314
Threat0.03856628
Severe Toxicity0.16960317
Moderate 0.6852916 Moderate Con 0.316 Identity Attack Insult Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
If you're not working by in group preferences by now you're part of the problem...prioritize your people or watch them be destroyed. And going through the comments its sad how many losers are proud to …
If you're not working by in group preferences by now you're part of the problem...prioritize your people or watch them be destroyed. And going through the comments its sad how many losers are proud to not be having kids...you are self deleting and literally giving up like a bunch of weak whinny selfish little babies...you are truly a pathetic bunch of weaklings smh
Identity Attack0.06294931
Insult0.72756535
Profanity0.26631543
Threat0.035803676
Severe Toxicity0.02449106
Moderate 0.6852916 Low Con 0.287 Insult
Aug 28, 2025 Why Canadians Are Turning Against …
Iive in a place thats mostly Indian, now. I love the food, the differant parts of India and religions, cultures, festivals. Friendly neighbors. . Racist are fucking boring
Iive in a place thats mostly Indian, now. I love the food, the differant parts of India and religions, cultures, festivals. Friendly neighbors. . Racist are fucking boring
Identity Attack0.458714
Insult0.48675314
Profanity0.70864636
Threat0.016465442
Severe Toxicity0.16960317
Moderate 0.68408644 Constructive 0.587 Solidarity
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
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...
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...

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.