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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I was one of the …" 1,743 comments · Page 3 of 70
Brooo that white trash racist guy 😂😂😂😂 (just FYI that's not an accurate representation of the average Canadian smh pretty much NO ONE in Brampton is)😂
Brooo that white trash racist guy 😂😂😂😂 (just FYI that's not an accurate representation of the average Canadian smh pretty much NO ONE in Brampton is)😂
Identity Attack0.6649212
Insult0.69164425
Profanity0.33808854
Threat0.011275585
Severe Toxicity0.2322463
Toxic 0.76523775 Moderate Con 0.34 Identity Attack Insult Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These low class white people are the ones who are jealous. If you hate Indians just for existing then know you are a low life white trash by default.
These low class white people are the ones who are jealous. If you hate Indians just for existing then know you are a low life white trash by default.
Identity Attack0.71720207
Insult0.6798578
Profanity0.41031027
Threat0.030969119
Severe Toxicity0.3494667
Toxic 0.76523775 Low Con 0.251 Identity Attack Insult Identity_Assertion
Feb 8, 2026 2 likes Inside Canada's Indian Invasion...
@tyleroliveira shit finally in my country. Come.check.the Timmie's in cambridge. Almost entirely Indian staff except the one store owned by a white person ot an indian🤦‍♂️
@tyleroliveira shit finally in my country. Come.check.the Timmie's in cambridge. Almost entirely Indian staff except the one store owned by a white person ot an indian🤦‍♂️
Identity Attack0.58743036
Insult0.47384647
Profanity0.70864636
Threat0.01750142
Severe Toxicity0.31334782
Toxic 0.76523775 Moderate Con 0.46 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Vassy you are one ignorant and rude women. Quit cutting her off.
Vassy you are one ignorant and rude women. Quit cutting her off.
Identity Attack0.2463217
Insult0.7804726
Profanity0.25367188
Threat0.06432246
Severe Toxicity0.052940834
Toxic 0.76197964 Low Con 0.214 Insult Meta_Commentary
Feb 25, 2026 'We do know that there's …
Tyler noooooooo. 7:03 you were being one of those dickheads just standing in the middle of the parking lot blocking traffic to do an interview. You fit right in in Brampton with the lack of …
Tyler noooooooo. 7:03 you were being one of those dickheads just standing in the middle of the parking lot blocking traffic to do an interview. You fit right in in Brampton with the lack of civic sense LMFAO
Identity Attack0.14875233
Insult0.6261769
Profanity0.542788
Threat0.024062606
Severe Toxicity0.349583
Toxic 0.76197964 Moderate Con 0.309 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś …
People like them who are idiots committing frauds make all other Indians look bad! (The ones who are born and raised in Canada and the ones who actually come to Canada to work their aşś off to make ends meet) It’s a real piss off! The ones who help them commit fraud are a disgrace to ALL INDIANS! I’m glad this is coming to light
Identity Attack0.47178617
Insult0.7762574
Profanity0.41081807
Threat0.01698343
Severe Toxicity0.18538254
Toxic 0.76197964 Constructive 0.508 Insult Moral_Argument
Oct 2, 2025 IRCC Names India in Study …
I can’t be the only one who plays the game “spot a white person” while driving through Brampton 😂😂 shit is so bad now
I can’t be the only one who plays the game “spot a white person” while driving through Brampton 😂😂 shit is so bad now
Identity Attack0.5135796
Insult0.43450394
Profanity0.67055607
Threat0.34804323
Severe Toxicity0.33047765
Toxic 0.7570315 Moderate Con 0.378 Identity Attack Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
No one wants them here. They should get the fuck out. We are almost at our tipping point. They're safe until the Canadian Politeness runs out and we're fucking horrible to deal with when we …
No one wants them here. They should get the fuck out. We are almost at our tipping point. They're safe until the Canadian Politeness runs out and we're fucking horrible to deal with when we reach that point.
Identity Attack0.2808415
Insult0.47273466
Profanity0.7796426
Threat0.040638234
Severe Toxicity0.20984669
Toxic 0.7570315 Moderate Con 0.349 Fear_Threat
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
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...
I have an absolutely mind blowing f****** up thing for you to check out that's in a small town in Ontario I don't think there's anything quite like it out there and its absolutely bat …
I have an absolutely mind blowing f****** up thing for you to check out that's in a small town in Ontario I don't think there's anything quite like it out there and its absolutely bat shit crazy let's say this it's an event all 11th graders go on there's only one high school in the town and you are grouped in a squad with 6 people in total and they're all the people you hate the most
Identity Attack0.104676254
Insult0.5130944
Profanity0.70864636
Threat0.11769595
Severe Toxicity0.35368225
Toxic 0.7510937 Constructive 0.569 Insult Meta_Commentary
Jan 27, 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...
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making …
How does that man know that they don't pay taxes? That fool! Fool, India is far from a shit hole. No doubt it has it's poorer sections but did you know that people are making hands over fists in India? California burger for one foreign white owned business. Yes sir,he's earning millions annually selling Mexican food in India. These poor Canadians, rural folk, don't travel, so they have no idea what they are talking about. Sadly.
Identity Attack0.4887047
Insult0.71551245
Profanity0.46222726
Threat0.01254427
Severe Toxicity0.16960317
Toxic 0.73663366 Constructive 0.559 Insult Moral_Argument
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the …
The west is their own fault not screening real immigrants, and letting them set up false colleges and enter with fraud documents. If they do not check legitimate checking, you get every one exploits the system. The guy in bicycle has no clue about India. What nonsense rape is in their culture, rubbish crap video.
Identity Attack0.55044734
Insult0.5739874
Profanity0.5188411
Threat0.17964768
Severe Toxicity0.34962174
Toxic 0.73663366 Low Con 0.294 Identity Attack Insult Policy_Critique
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
The one thing about Indians they 100% better than Muslim’s or blacks u will see a Indian working for 6 dollars an hour rather than beg on the street like a dirty Muslim
Identity Attack0.7063701
Insult0.6099415
Profanity0.37923992
Threat0.026479885
Severe Toxicity0.34938923
Toxic 0.7308154 Moderate Con 0.319 Identity Attack Insult Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
A lot of people (racists) in the video sayin that indian immigrants dont work at all. Bullshit. All the people ik are working their asses off and works multiple jobs. This video is defo showing …
A lot of people (racists) in the video sayin that indian immigrants dont work at all. Bullshit. All the people ik are working their asses off and works multiple jobs. This video is defo showing one side of the story. Immigrants hating on immigrants, such a classic
Identity Attack0.55044734
Insult0.5130944
Profanity0.6321197
Threat0.047835086
Severe Toxicity0.35112193
Toxic 0.7308154 Constructive 0.601 Identity Attack Insult Solidarity
Oct 26, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
Ngl. I wanted to hear this story but the lady on the left, is one hot piece of a ss ❤❤❤❤ mmmm
Ngl. I wanted to hear this story but the lady on the left, is one hot piece of a ss ❤❤❤❤ mmmm
Identity Attack0.12440576
Insult0.5145894
Profanity0.6242122
Threat0.033386398
Severe Toxicity0.23226003
Toxic 0.7308154 Moderate Con 0.467 Insult
Nov 23, 2025 Thousands of refugees allowed into …
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...
SEND THESE SLUMDOG SCAMMERS BACK TO THE SLUM CANADA IMPORTED THEM FROM ! ! They are not talented people . They picked them from a SLUM ! The worst of the worst . That is …
SEND THESE SLUMDOG SCAMMERS BACK TO THE SLUM CANADA IMPORTED THEM FROM ! ! They are not talented people . They picked them from a SLUM ! The worst of the worst . That is why they kill our wildlife in parks , crap on the beaches and streets and much much more . THEY ARE SLUM DWELLERS SENT HERE TO RUIN CANADA ON PURPOSE ! ! ! Send each and every one of them back .
Identity Attack0.4054415
Insult0.6991143
Profanity0.2761231
Threat0.3423812
Severe Toxicity0.30763787
Toxic 0.7252971 Moderate Con 0.303 Insult Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Little do these idiots know that Tyler is one of the biggest youtubers from USA. The country that they are trying to sneak him into.😂😂😂
Little do these idiots know that Tyler is one of the biggest youtubers from USA. The country that they are trying to sneak him into.😂😂😂
Identity Attack0.17226285
Insult0.6308392
Profanity0.4242778
Threat0.02855184
Severe Toxicity0.16960317
Toxic 0.72028047 Low Con 0.177 Insult Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high …
Indians are recognized as the highest-earning or wealthiest ethnic group in the United States, the United Kingdom, and Germany, driven by high representation in STEM, medicine, and management roles. Their success is attributed to high education levels, strong professional skills, "cannada" allowed the uneducated khalistani, criminal and retarded ones who cant speak basic english shame on tyler olivera for the video thumbnail fu*k you rascist bastard you upload videos the the same platform whose ceo is indian when a country is failing the easiest thing to do is throw a minority group under the bus and put all the blame on them thats what the nazis did thats what trump is doing thats what you are on your way to become 😊 cannada imported the criminals and idiots the indian foreign minister warned the cannadian govt already but the govt policy sucks so yeah to the hell with that
Identity Attack0.6007182
Insult0.6336687
Profanity0.6001929
Threat0.13717735
Severe Toxicity0.45895407
Toxic 0.71760553 Moderate Con 0.335 Identity Attack Insult Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your …
I haven’t watched the video, it would just make me angry. Canadians are so f..king slow and stupid, it is pitiful. No one to blame, other than themselves. You allow and continue to allow your Government to screw you, destroy Canada, and make Canada the national joke on the World stage. Talk about a lesson in self destruction, just look at the people you interview, they are all weak, Liberal pushovers. And now in pure Canadian tradition, they whine and complain.
Identity Attack0.5135796
Insult0.71120167
Profanity0.39026237
Threat0.030278467
Severe Toxicity0.16960317
Toxic 0.71760553 Moderate Con 0.301 Identity Attack Insult Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
It only took ONE BASTARD name Trudeau to destroy a beautiful country called Canada
Identity Attack0.28622448
Insult0.6831271
Profanity0.42185885
Threat0.09009721
Severe Toxicity0.16960317
Toxic 0.7105462 Low Con 0.276 Insult Policy_Critique
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Ohhhh Canada, plus a corrupt illegal migrant scam that runs deep into the government, 5 million recently unaccounted for in the country illegally. If they were of my genetic home of France I'd be even …
Ohhhh Canada,  plus a corrupt illegal migrant scam that runs deep into the government,  5 million recently unaccounted for in the country illegally. If they were of my  genetic home of France I'd be even more pissed because I could say something without being called a fucking racist. Adding an average if 70'000 to the 1.5 million city we live in 5 YEARS IN A ROW IS SIMPLE FUCKING ECONOMICS. In my neighborhood in 9 months 7 houses have burnt down, the same workers with different shell names come in and built the same 8 plex where a SINGLE HOME STOOD, they ONLY move in people from THEIR home country, they buy up business and ONLY hire people from their country. And THOSE ARE THE ONES WHO COME HERE LEGALLY from the same country that make up 90% the unaccounted 5 million in the education visas scam and other scams. I have evidence of so much, so so much.
Identity Attack0.55044734
Insult0.6120431
Profanity0.5722072
Threat0.0824309
Severe Toxicity0.35368225
Toxic 0.7105462 Constructive 0.61 Identity Attack Insult Unverified_Claim
Aug 10, 2025 How Canada broke its immigration …

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.