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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

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Active: "Hey Tyler, its not just …" 9 comments
Hey p*ssy tyler, you should be grateful. You could be living in Memphis, Tennessee where ghetto Bl*cks are the majority and you can easily get robbed or killed
Hey p*ssy tyler, you should be grateful. You could be living in Memphis, Tennessee where ghetto Bl*cks are the majority and you can easily get robbed or killed
Identity Attack0.50125694
Insult0.66500133
Profanity0.7181329
Threat0.5198501
Severe Toxicity0.45895407
Toxic 0.8252207 Low Con 0.281 Identity Attack Insult Threat Comparative_Framing
Feb 9, 2026 1 likes 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...
10:03 hey Tyler, your sponsor is a scam, and is probably stealing peoples data to sell.
10:03 hey Tyler, your sponsor is a scam, and is probably stealing peoples data to sell.
Identity Attack0.050671257
Insult0.5130944
Profanity0.22429734
Threat0.016120117
Severe Toxicity0.023106033
Moderate 0.5779532 Moderate Con 0.313 Insult Call_To_Action
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am …
Tyler has to be the racist mainstream youtuber in recent times. You guys might say "Wanting your country to not turn into India is not racist" and yes you are damn right but I am specifically talking about the youtuber here. This dude goes to India, to a remote village which people dont even know of, makes a video on "poop throwing festival in India" as his Title and then says Oh hey I havent said anything racist, umm well you havent (even if I ignore the word play you do) but you had several other topics that you could have covered in "India" and you exactly knew what was gonna happen when you would upload this video but you anyways did, so yes you are a racist, a smart one. And for the people saying "Indians are so proud of India but they don't want to live there", I mean people making this kinda comment can't even wrap their head around the fact that 1.5 B people are from India. So even a small fraction of that population would contribute towards a large migration, so no "Indians are so proud of India but they don't want to live there" is absolute bullshit. Now does that mean its a perfect country? Absolute Not and Neither is the country Developed, we are a developing economy and we have a long way to go. We have our own issue in this country and we are dealing with it. As for as people living in your countries are concerned, I would ask you to be as objective as possible in situation rather than being stereotypical. If you see a person doing bad thing, call them out, it doesnt matter whether they are "Indian" or otherwise.
Identity Attack0.44690517
Insult0.48228607
Profanity0.4131548
Threat0.063675895
Severe Toxicity0.20067264
Moderate 0.56269526 Constructive 0.714
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
HEY TYLER IF YOU WANNA VISIT INDIA CHOOSE NORTHEAST INDIA WHICH IS ONE OF THE BEAUTIFUL PLACES ON EARTH YOU CHECKOUT ON INTERNET AND CLEANEST PART OF INDIA TOO NORTHEAST INDIA CONSIST STATES> 1>MEGHALAYA 2>ASSAM …
HEY TYLER IF YOU WANNA VISIT INDIA CHOOSE NORTHEAST INDIA WHICH IS ONE OF THE BEAUTIFUL PLACES ON EARTH YOU CHECKOUT ON INTERNET AND CLEANEST PART OF INDIA TOO NORTHEAST INDIA CONSIST STATES> 1>MEGHALAYA 2>ASSAM 3>ARUNACHAL PRADESH 4>NAGALAND 5>MANIPUR 6>MIZORAM 7>SIKKIM THESE ARE THE NORTHEAST STATES YOU CAN CHECKOUT THESE PLACE ON INTERNET TOO THESE ARE THE MOST SAFE AS WELL AS HOSPITABLE STATES OF INDIA FOR FOREIGNERS AND IF YOU SEE THESE PLACE YOU PROBABLY SAY THIS IS HEAVEN ON EARTH😇😇
Identity Attack0.25986546
Insult0.08508729
Profanity0.14225815
Threat0.02855184
Severe Toxicity0.023076924
Low Tox 0.29405528 Constructive 0.538 Advertisement_Spam
Feb 19, 2026 1 likes Inside Canada's Indian Invasion...
Hey Tyler do me a favour please and dont hold conversations in the middle of the lanes weather it be on the road or in the store (very indian of you).
Hey Tyler do me a favour please and dont hold conversations in the middle of the lanes weather it be on the road or in the store (very indian of you).
Identity Attack0.099072486
Insult0.0670459
Profanity0.027547138
Threat0.008634649
Severe Toxicity0.004043579
Low Tox 0.18269104 Moderate Con 0.456 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and …
Hey Tyler. I live 4 hours north of Brampton. Our city has become brown town of the north. My daughter has been working since she was 15. Every summer she goes to manitoulin island and works then comes home. This year she can not find a job because all the Indians have taken the jobs. I love diversity, but this is getting out of hand. I grew up in Brampton and In 1989 my parents moved us north because they could see how Brampton was turning into what it is today. Great video
Identity Attack0.12556632
Insult0.033570543
Profanity0.02836696
Threat0.010084574
Severe Toxicity0.007019043
Low Tox 0.14429577 Constructive 0.802 Personal_Narrative
Feb 3, 2026 6 likes Inside Canada's Indian Invasion...
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Hey Tyler, its not just Canada its the UK as well. Just about every kfc here is Indian run.
Identity Attack0.109318495
Insult0.04383647
Profanity0.02474608
Threat0.0066733654
Severe Toxicity0.004348755
Low Tox 0.1373533 Constructive 0.512 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
hey tyler bud you lookin a lil cold there Eh 🤣
hey tyler bud you lookin a lil cold there Eh 🤣
Identity Attack0.0056236745
Insult0.026444806
Profanity0.03489832
Threat0.008764107
Severe Toxicity0.004005432
Low Tox 0.09568449 Moderate Con 0.366 Humor_Satire
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.