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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: "This is the same guy …" 1,684 comments · Page 33 of 68
You guys know we the white people are being replaced right? It’s happening in every G7 country.
You guys know we the white people are being replaced right? It’s happening in every G7 country.
Identity Attack0.37507164
Insult0.076502606
Profanity0.08128801
Threat0.036149003
Severe Toxicity0.016190045
Moderate 0.32128486 Moderate Con 0.348
Jan 27, 2026 Inside Canada's Indian Invasion...
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
Identity Attack0.3043136
Insult0.23704576
Profanity0.032894265
Threat0.007094103
Severe Toxicity0.0090408325
Moderate 0.32128486 Moderate Con 0.309 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
This guy have some serious issue with indians
This guy have some serious issue with indians
Identity Attack0.34649673
Insult0.13064787
Profanity0.104876526
Threat0.0101363575
Severe Toxicity0.010528564
Moderate 0.32128486 Low Con 0.263 Meta_Commentary
Feb 21, 2026 Inside Canada's Indian Invasion...
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Identity Attack0.27991617
Insult0.086852804
Profanity0.108590275
Threat0.021127338
Severe Toxicity0.01502803
Moderate 0.32074678 Constructive 0.627 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to …
"Let's see how many white people work here" . Tyler..you Americans are a land made of immigrants. You guys been mixed from the very beginning, what does it matter to you that others want to go to America too? Why does the colour of their skin matter to you? Do you really believe that all your ancestors who came to America from different countries didn’t bring their culture with them? And don’t you think that all these different cultures shaped America into what it is today? I am not American, and I would never leave my country for America. As an outsider, it feels strange to watch Americans portray other people—who want to immigrate to the country just like your own ancestors did—as inferior. In my eyes, you are exactly the same, no one is better than the other. It surprises me that a country like America shows hostility toward others who, just like them, are immigrants. And then you go to a other country with that very same mindset. No matter if Canada or America, remember that your not a native, so why judge people so hard, for trying to do the same thing like you did. You are not a native either.
Identity Attack0.36702603
Insult0.16195811
Profanity0.05243378
Threat0.008919456
Severe Toxicity0.012833111
Moderate 0.31963667 Constructive 0.763 Moral_Argument
Feb 8, 2026 Inside Canada's Indian Invasion...
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And …
This is lowkey racist cause what do you mean “why?” Canada is run like USA not the Northern European countries. The population size it’s too small to sustain that so Immigration is needed literally. And Desis just happen to be the people willing to migrate and “create” a city out of nothing as you say. This is not showing both sides of anything. The Polish guy was just racist lol “ they all look the same” We are other-ized by the average Canadian and face bias often, at work or in regular social situations. Then the nice Canadian wonders why we hang out amongst ourselves and prefer employing each other lol
Identity Attack0.28034934
Insult0.24928534
Profanity0.056441884
Threat0.008285114
Severe Toxicity0.011444092
Moderate 0.31963667 Constructive 0.681
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
is this indian guy serious if one person is working then the whole fammily can live off that man i dont believe it
is this indian guy serious if one person is working then the whole fammily can live off that man i dont believe it
Identity Attack0.29188538
Insult0.18107465
Profanity0.10023434
Threat0.01052473
Severe Toxicity0.015996376
Moderate 0.31963667 Low Con 0.229 Question
Oct 15, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:17 dont trust a grown as guy with a helmet and bicycle.
5:17 dont trust a grown as guy with a helmet and bicycle.
Identity Attack0.10221587
Insult0.1469393
Profanity0.058445938
Threat0.013528148
Severe Toxicity0.012283325
Moderate 0.31963667 Low Con 0.233 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The guy on the bike is a perfect example of Canadian whites
The guy on the bike is a perfect example of Canadian whites
Identity Attack0.36942887
Insult0.10440776
Profanity0.041661996
Threat0.00933372
Severe Toxicity0.0125103295
Moderate 0.31963667 Moderate Con 0.333
Jan 27, 2026 Inside Canada's Indian Invasion...
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why …
I a, Pakistani let me tell why won’t assimilate it’s cuz you guys make fun of our accent and culture so we say is they can look down on us even if we assimilate why assimilate at all honestly it feels so good no need to speak French or English I only speak English at school even that is interrupted by speaking desi languages like Punjabi Hindi Urdu and others like we can integrate but never assimilate and also not to mention stereotypes you guys do on us so we just say if they gonna treat us negatively why not just take jobs and business we aren’t gonna be treated any better so why not make most out of it and why you guys mad other people have their own communities culture and language you guys were also immigrants not even immigrants but colonizers who literally gcided the natives also why you mad like they are successful and made their own community and support eachother that’s why they aren’t homeless they support eachother and are willing to compromise
Identity Attack0.29951343
Insult0.14150882
Profanity0.17987521
Threat0.045895394
Severe Toxicity0.023076924
Moderate 0.31825066 Constructive 0.747 Personal_Narrative
Oct 11, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I can definitely see this guy's channel getting deleted for inciting hatred towards a group of people very soon.
I can definitely see this guy's channel getting deleted for inciting hatred towards a group of people very soon.
Identity Attack0.06476828
Insult0.07365121
Profanity0.0961592
Threat0.10696311
Severe Toxicity0.012207031
Moderate 0.3140926 Moderate Con 0.363 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Old guy left India to get away from Indians
Old guy left India to get away from Indians
Identity Attack0.37152436
Insult0.08459369
Profanity0.098377466
Threat0.05042134
Severe Toxicity0.01393057
Moderate 0.3140926 Low Con 0.279 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Guy on the bike was absolutely right about the Africans
Guy on the bike was absolutely right about the Africans
Identity Attack0.37361985
Insult0.08212569
Profanity0.07611542
Threat0.06658544
Severe Toxicity0.02296847
Moderate 0.3127066 Moderate Con 0.393 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Black guy was based
Black guy was based
Identity Attack0.36702603
Insult0.1505596
Profanity0.12727508
Threat0.011068452
Severe Toxicity0.013801457
Moderate 0.31132057 Moderate Con 0.387 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised …
To Canadian people, the community that most interested in coming to Canada is Punjabi Sikh, why?-> ISI of Pakistan with CIA radicalized most of them back in 1970 against GOI. They rebels( khalistani ) disguised themselves as Holy warriors ironically their actions were against Sikh Principles. Long story short Indian Republic went to war with them, smashed their butts . Most of them started taking refuge in UK and Canada. Your Govt tried to fish in troubled waters in India. Back to present, these guys got rich due to better job opportunities. This attracted their relatives to shift as well. This started to take a form of movement in Punjab, India to go settle in Canada. Canadian govt supported this, I don't why they wanted that. Now these guys rally your streets, don't obey rules. Guess what, Canadian Govt is protecting them from Indian Govt. Destroying relationship with Indian Govt just for them.
Identity Attack0.26325142
Insult0.24903896
Profanity0.22612886
Threat0.051067904
Severe Toxicity0.017610285
Moderate 0.31132057 Constructive 0.645 Unverified_Claim
Sep 28, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how …
You guys can’t respect Canada and have the same values like Canada, wanting to change our wonderful country then please do Canadian a favor and go back to your country. I hate to see how our lovely country is going down hill because of the mistakes of our government not screening the immigrants coming to this country. We’re sick and tired of the mess this has done to our country. My son is almost 40, born in Canada and is facing the sane dilemma as our fellow Canadians. We must do some reform with our immigration.
Identity Attack0.27991617
Insult0.24928534
Profanity0.035649836
Threat0.009747985
Severe Toxicity0.011367798
Moderate 0.31132057 Constructive 0.597 Identity_Assertion
Sep 15, 2025 Why Canadians Are Turning Against …
When did Canada become so unwelcoming? They are students that want a better life. Let them stay, this isn't who we are as Canadians. We all are immigrants legal or illegal. Come on guys shame...
When did Canada become so unwelcoming? They are students that want a better life. Let them stay, this isn't who we are as Canadians. We all are immigrants legal or illegal. Come on guys shame...
Identity Attack0.2854555
Insult0.24171697
Profanity0.022354934
Threat0.007301235
Severe Toxicity0.0076293945
Moderate 0.30993456 Constructive 0.594
Oct 1, 2025 IRCC Names India in Study …
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, …
Honestly, the only problem I see here…. is Tyler. The dude is constantly “investigating” people of color and exposing their “wrongdoings”. Why aren’t there videos of him exposing white people taking over Bali, Mexico City, Costa Rica and the issues it causes for the locals who cant afford their rent anymore? Why not investigate what really happened to our food prices when the tariffs were implemented? Or how corporate profits are at all time highs when the middle class is struggling. Or maybe expose the real data behind the ICE arrests and how 70%+ of those being captured/deported have never committed a crime in the US… His videos re-enforce a narrative that is incredibly toxic and dangerous for the United States and world as a whole. Let me set this straight, immigration isn’t inherently a bad thing, people of color aren’t the only ones that do wrong things, do your own independent research and stop watching this guys videos.
Identity Attack0.32184324
Insult0.17486192
Profanity0.035148825
Threat0.009618527
Severe Toxicity0.008964539
Moderate 0.30854854 Constructive 0.681 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
This guy never even been to India. He doesn't appreciate it the other way. Sophisticated British dude because he's a farmer man that had to come all the way to nowhere to exist
This guy never even been to India. He doesn't appreciate it the other way. Sophisticated British dude because he's a farmer man that had to come all the way to nowhere to exist
Identity Attack0.18235919
Insult0.24767025
Profanity0.08710717
Threat0.009437286
Severe Toxicity0.011062622
Moderate 0.30716252 Moderate Con 0.394 Meta_Commentary
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
That guy with the bike needs a delicate upper cut.. he'll lie down to think it over
Identity Attack0.015254694
Insult0.12159709
Profanity0.104876526
Threat0.2836219
Severe Toxicity0.01683561
Moderate 0.30716252 Low Con 0.222 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷‍♀️ unfortunately, this is the consequence. Also, the …
I'm Canadian, and this is so true, but we have to take some accountability and start having having families again. White people in this country aren't making babies🤷‍♀️ unfortunately, this is the consequence. Also, the guy on the bike is based lol
Identity Attack0.37082586
Insult0.123407245
Profanity0.06145202
Threat0.008556974
Severe Toxicity0.01083374
Moderate 0.30716252 Constructive 0.664 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music …
Very poor show. You shouldn't have shown the guy's face. No one was ever going to stab you You were never in any danger. Doing weird camera angles playing a loud heartbeat and dangerous music doesn't make it dangerous.. But they putting all that effort for you and gave you a place to stay and you didn't pay them a penny.
Identity Attack0.006881601
Insult0.13245803
Profanity0.04516909
Threat0.13815513
Severe Toxicity0.010910034
Moderate 0.30716252 Constructive 0.58
Jan 27, 2026 Inside Canada's Indian Invasion...
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Here for the comments about the bike guy and getting human trafficked for a YouTube video 🤣🤣🤣🤣 lmaoooo
Identity Attack0.023193322
Insult0.061626412
Profanity0.114160895
Threat0.13815513
Severe Toxicity0.018707745
Moderate 0.3057765 Low Con 0.256 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Is the guy with the bike Down syndrome? No offence to down syndrome’s
Is the guy with the bike Down syndrome? No offence to down syndrome’s
Identity Attack0.2808415
Insult0.19734058
Profanity0.092279755
Threat0.008919456
Severe Toxicity0.019611536
Moderate 0.3057765 Moderate Con 0.394 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running …
a few years back Brampton had a mayoral election and one of the people running was this guy John Sprovieri and he received and email complaining that a white man should not even be running because white people no longer have any business planning Bramptons future. He replied saying that people of all backgrounds want to come because of what white people built" he was sanctioned by the government for that comment and he was touted as a racist from then on. No comment was made about the indian woman who said white people shouldn't be allowed in the government in a Canadian city anymore. Last time I was in Brampton I was told to go back to my own country because I asked a group of indians who were playing indian music from concert volume speakers in a residential area at 1 am to turn it off. I don't think you captured a small fraction of how bad it is in Brampton.
Identity Attack0.3758158
Insult0.16853803
Profanity0.058445938
Threat0.013165667
Severe Toxicity0.0104522705
Moderate 0.3057765 Constructive 0.707 Personal_Narrative
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.