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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: "How can you hate all …" 649 comments · Page 15 of 26
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
Identity Attack0.49032792
Insult0.2817503
Profanity0.031641733
Threat0.008841781
Severe Toxicity0.017803956
Moderate 0.4014846 Moderate Con 0.423 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Hate speech seems to be offcially allowed on Youtube, let's all upload videos on hating immigrants, welcome to how to go viral in 2026
Hate speech seems to be offcially allowed on Youtube, let's all upload videos on hating immigrants, welcome to how to go viral in 2026
Identity Attack0.44690517
Insult0.18852992
Profanity0.12991914
Threat0.07246469
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.238 Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Everyone knows it,has put up with them for way too fing long. They don't appreciate sweet f all. All folks I know,,now hate them, hate them. Full blown hatred.
Everyone knows it,has put up with them for way too fing long. They don't appreciate sweet f all. All folks I know,,now hate them, hate them. Full blown hatred.
Identity Attack0.10221587
Insult0.32211447
Profanity0.25549942
Threat0.04029291
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.484
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I live in bc surrey. It’s pretty close in terms of being Brampton I hate our government
I live in bc surrey. It’s pretty close in terms of being Brampton I hate our government
Identity Attack0.2816105
Insult0.26957804
Profanity0.1719469
Threat0.010913103
Severe Toxicity0.014640691
Moderate 0.4013387 Moderate Con 0.467 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You should’ve went out side, the GTA everyone hates Punjabi
You should’ve went out side, the GTA everyone hates Punjabi
Identity Attack0.43256098
Insult0.2679134
Profanity0.17566866
Threat0.0115345
Severe Toxicity0.021548226
Moderate 0.40060925 Moderate Con 0.311 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians …
This is close to Toronto. And that while area in Toronto and around it looks like Asia and India now. Tons of Afghans, Indians, Vietnamese, and Chinese. These same people Guilt trip the old Canadians into hating themselves and their country. They shame the Old Canadians.
Identity Attack0.46028158
Insult0.34101152
Profanity0.030639706
Threat0.0116639575
Severe Toxicity0.016254602
Moderate 0.40060925 Moderate Con 0.479 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
You people can stop migrating to bali and thailand if you hate Hindu Culture.
You people can stop migrating to bali and thailand if you hate Hindu Culture.
Identity Attack0.4911651
Insult0.17610447
Profanity0.10363861
Threat0.011068452
Severe Toxicity0.018384963
Moderate 0.39987978 Low Con 0.251 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Why this video is not banned by youtube? Pure tribalism and hate.. !
Why this video is not banned by youtube? Pure tribalism and hate.. !
Identity Attack0.10221587
Insult0.21135417
Profanity0.08452088
Threat0.027688526
Severe Toxicity0.017222947
Moderate 0.39987978 Low Con 0.22
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in …
Please do a video on the invasion of Mexicans / Hispanic into America over decades...but especially during the Biden admin; FORTY MILLION ILLEGALS, just during his 4 year fraudulent term; the Indian invasion pales in comparison to how many Illegal Mexicans there are in the USA, totally flying under the radar, protected by a corrupt leftist media, & because they are protected by leftist towns, their city council, etc...and compromised leftist law enforcement, who also, btw, pay these ppl to gangstalk & harass, and illegally surveille, American citizens in these invaded towns. These ppl always travel in packs and gangs of people so they all support each other with money and aid in teaming up against others they hate; they believe America belongs to them & are ignorant of historical Facts & even so, do not care, and these ppl who refuse to assimilate or get legal citizenship, act entitled & present an attitude that everything here and everywhere but especially in America, is for Theirs for the taking...including white men...girls. They also have a very high rate of drug use / smuggling, early pregnancy among females, violence; gangs, etc...etc..far greater corruption & deviance than Indian culture which many of these things are mostly non-existent...at least Indians are intelligent & keep to themselves & are quiet....not that I support an all- out invasion...Attention though needs to also be on how illegal Hispanic culture, etc...has completely changed, and not for the better; the demographic & atmosphere of once peaceful, and at least once fairly educated, once nice looking American cities & towns...& they are taking all of our jobs, & then forcing applicants to learn the language of these foreign invaders, discriminating against citizens who don't speak their language; these ppl are getting massive funding in all sorts from all sorts of NGO's & elsewhere..: they are also driving far better, & more expensive vehicles than many citizens...so where is the money coming from...& they're buying up all our land, building housing for themselves, family, & for other illegals...which is, of course also corrupt & illegal...Money hungry & leftist leaning Real estate agents are just pushing these housing applicants through...no background check, nothing, and no one is investigating just that aspect alone...Many are also now copying American culture & opening up these copied businesses to monetarily capitalize on what sets Americans apart from Hispanic culture. And also...illegals are literally, violently Hunting ICE...threatening them, hurting and killing them, at the behest of other corrupt officials who invaded and took political power for a corrupt agenda; it is beyond treason. This is quite sad though for Canada...all of our towns are being deliberately RUINED BY GLOBALISM.
Identity Attack0.46028158
Insult0.34548226
Profanity0.0741757
Threat0.01750142
Severe Toxicity0.020257099
Moderate 0.39987978 Constructive 0.646 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We hate it
We hate it
Identity Attack0.10699738
Insult0.14874944
Profanity0.22653213
Threat0.02250864
Severe Toxicity0.015479924
Moderate 0.39987978 Moderate Con 0.353
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Which one do You love to hate❤🤬 💩on a bus? Or 💩on a plate? 🚌🍽
Which one do You love to hate❤🤬 💩on a bus? Or 💩on a plate? 🚌🍽
Identity Attack0.038425524
Insult0.24171697
Profanity0.29053202
Threat0.022853967
Severe Toxicity0.023076924
Moderate 0.39915034 Low Con 0.275
Jan 27, 2026 Inside Canada's Indian Invasion...
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Identity Attack0.46028158
Insult0.25800487
Profanity0.049678206
Threat0.04029291
Severe Toxicity0.018707745
Moderate 0.39842087 Constructive 0.504 Identity_Assertion
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
I went to Brampton about three times , I HATE Brampton with a passion
I went to Brampton about three times , I HATE Brampton with a passion
Identity Attack0.2839175
Insult0.16839184
Profanity0.21132572
Threat0.012751401
Severe Toxicity0.017739398
Moderate 0.39842087 Moderate Con 0.438 Personal_Narrative
Sep 21, 2025 266 likes Inside Canada's Indian Metropolis (Brampton)
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see …
Canadians hate the mass immigration of foreigners and I know this because I am Canadian I lived in Canada for 20 years they do not like it it’s disgusting honestly they literally don’t wanna see Emily and all roof up in one area turn it into a little whatever close the boarders
Identity Attack0.3819294
Insult0.35677677
Profanity0.08613731
Threat0.010084574
Severe Toxicity0.016964722
Moderate 0.3977292 Constructive 0.505 Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians …
Honestly as an Indian (tamil-nadu) I genuinely don't think anything Tyler does is racist. I am an international student in canada doing hons finance and doing my cfa this sem. do I think all indians are bad.. no not at all, but the ones that push their religion on others are most definetly bad and lack at civic sense. Punjabis get a lot of hate cuz 70% of them faked their student visas and got here, same goes for any tamil and indian or any country YOU CANNOT DO SOMETHING ILLEGALY THEN DEMAND TO BE TREATED THE SAME AS A LEGAL CIVILLIAN. and then there are people with no civic sense. it is wild
Identity Attack0.4482637
Insult0.35849577
Profanity0.14490221
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.3977292 Constructive 0.751 Personal_Narrative
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Indians were Be The Asuylum seeks but they hated
Indians were Be The Asuylum seeks but they hated
Identity Attack0.46028158
Insult0.24835461
Profanity0.19893537
Threat0.020264024
Severe Toxicity0.023076924
Moderate 0.3974717 Low Con 0.263
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even …
0 white people in almost every tim hortons, our government has made me hate my own country. Foreigners are above Canadians in the governments eyes. But I guarantee you I'd be called racist for even saying this. It's so sad, I'm okay with equality but it's quite obvious that we are being neglected. The amount of people that joke saying it's the new India is unbelievable, I'm ashamed of our country
Identity Attack0.44690517
Insult0.25800487
Profanity0.077731855
Threat0.010472948
Severe Toxicity0.017674843
Moderate 0.3969567 Constructive 0.656 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I hate to say it…. But the natives of Brampton did not sell their message very well. I heard a lot of racism from them. While the Indian people in this video were making sense …
I hate to say it…. But the natives of Brampton did not sell their message very well. I heard a lot of racism from them. While the Indian people in this video were making sense in a lot of their comments…FYI i am a white person living in Brampton. Just calling balls and strikes, no agenda for me.
Identity Attack0.3817989
Insult0.22770336
Profanity0.29456177
Threat0.077831104
Severe Toxicity0.023076924
Moderate 0.39669925 Constructive 0.723
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Love the food, hate the people lol 😂 y'all are lost!
Love the food, hate the people lol 😂 y'all are lost!
Identity Attack0.055218685
Insult0.2838064
Profanity0.12286829
Threat0.012440704
Severe Toxicity0.014705247
Moderate 0.39669925 Moderate Con 0.363 Humor_Satire
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
ts gonna get so much hate bro lmao
ts gonna get so much hate bro lmao
Identity Attack0.06340405
Insult0.08831572
Profanity0.22602804
Threat0.061412923
Severe Toxicity0.022839356
Moderate 0.39644176 Low Con 0.264 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Majority of these immigrants have nothing to share with you. Christians immigrants have at least share your religion Christianity. They share Jewish and Christian values with you. But the immigrants of other other religions have …
Majority of these immigrants have nothing to share with you. Christians immigrants have at least share your religion Christianity. They share Jewish and Christian values with you. But the immigrants of other other religions have nothing to share with you and your culture or your ethics. They have nothing else but JUST HATE towards you. ITS VERY SAD. 🤔🫢☹️
Identity Attack0.45610145
Insult0.24171697
Profanity0.0569429
Threat0.008453408
Severe Toxicity0.01806218
Moderate 0.39644176 Constructive 0.504 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Dude supposedly hates scammers yet look at his sponsor 🤡
Dude supposedly hates scammers yet look at his sponsor 🤡
Identity Attack0.05794714
Insult0.36021477
Profanity0.15938593
Threat0.00967031
Severe Toxicity0.013672344
Moderate 0.39231625 Low Con 0.142
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At least Indian immigrants don’t hate other religions like ☪️ancer
At least Indian immigrants don’t hate other religions like ☪️ancer
Identity Attack0.43896464
Insult0.24561718
Profanity0.19524631
Threat0.011922873
Severe Toxicity0.023076924
Moderate 0.39231625 Low Con 0.256
Sep 25, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
Identity Attack0.43256098
Insult0.21368977
Profanity0.104876526
Threat0.010576514
Severe Toxicity0.015931819
Moderate 0.38601747 Moderate Con 0.469 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Man, I hate the fact that Canada is harbouring Khalistani te₹00₹!$t
Man, I hate the fact that Canada is harbouring Khalistani te₹00₹!$t
Identity Attack0.41052565
Insult0.25998658
Profanity0.11539881
Threat0.00951496
Severe Toxicity0.01896597
Moderate 0.38601747 Low Con 0.272 Fear_Threat
Feb 20, 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.