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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: Tox: 0.5 – 1 4,704 comments · Page 139 of 189
Not a single Indian in Canada should be running as a politician the place would go to hell.
Not a single Indian in Canada should be running as a politician the place would go to hell.
Identity Attack0.55044734
Insult0.45758462
Profanity0.3866461
Threat0.10236332
Severe Toxicity0.06225512
Moderate 0.5721988 Low Con 0.209 Identity Attack Identity_Assertion
Sep 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Race baiting trash I guess you are trying to get on Fox News
Race baiting trash I guess you are trying to get on Fox News
Identity Attack0.3817989
Insult0.54471385
Profanity0.30866358
Threat0.025271246
Severe Toxicity0.053837523
Moderate 0.5721988 Low Con 0.172 Insult Meta_Commentary
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
U call us poop eater, look at your self Babies of Europeans now called Canadians, what are you hopless country
U call us poop eater, look at your self Babies of Europeans now called Canadians, what are you hopless country
Identity Attack0.49032792
Insult0.5588244
Profanity0.27882218
Threat0.010369381
Severe Toxicity0.14916596
Moderate 0.5721988 Low Con 0.107 Insult Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
The comment section stinks of poopjeets
The comment section stinks of poopjeets
Identity Attack0.08831879
Insult0.4962726
Profanity0.4370703
Threat0.009566744
Severe Toxicity0.14389864
Moderate 0.5721988 Low Con 0.168 Identity_Assertion
Feb 24, 2026 2 likes Inside Canada's Indian Invasion...
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂 Hindu indians must be banned from entering Canda
Where do you think Call center frauds originated??? It’s INDIA!! 😂😂😂😂 Hindu indians must be banned from entering Canda
Identity Attack0.6007182
Insult0.39297962
Profanity0.20483992
Threat0.04686524
Severe Toxicity0.16960317
Moderate 0.5721988 Low Con 0.173 Identity Attack
Oct 1, 2025 2 likes IRCC Names India in Study …
Canadian city worker - “ I can’t speak out” And why not? I thought Canada had free speech. Liberal lunatics silencing people
Canadian city worker - “ I can’t speak out” And why not? I thought Canada had free speech. Liberal lunatics silencing people
Identity Attack0.28034934
Insult0.6308392
Profanity0.098067984
Threat0.009385503
Severe Toxicity0.016964722
Moderate 0.5721988 Moderate Con 0.313 Insult Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
It's everywhere not just Canada. They are being allowed to swarm the West like rats.
It's everywhere not just Canada. They are being allowed to swarm the West like rats.
Identity Attack0.28034934
Insult0.62169385
Profanity0.16496858
Threat0.012958534
Severe Toxicity0.023076924
Moderate 0.5721988 Low Con 0.289 Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
What I saw in this video was smelly rats are jealous of another smelly rats
What I saw in this video was smelly rats are jealous of another smelly rats
Identity Attack0.10221587
Insult0.5130944
Profanity0.28249276
Threat0.010188141
Severe Toxicity0.044870634
Moderate 0.5721988 Moderate Con 0.325 Insult Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
we should deport the indian people who come here to kidnap women to traffick them so many punjabbies are stalkerisg/creepy towards women, they all should get extensive background checks before being allowed in
we should deport the indian people who come here to kidnap women to traffick them so many punjabbies are stalkerisg/creepy towards women, they all should get extensive background checks before being allowed in
Identity Attack0.6007182
Insult0.4339631
Profanity0.34536663
Threat0.44942492
Severe Toxicity0.34927294
Moderate 0.5721988 Moderate Con 0.373 Identity Attack Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Same in the UK. Full of 3rd world villagers turning the place into a fkng toilet.
Same in the UK. Full of 3rd world villagers turning the place into a fkng toilet.
Identity Attack0.3908055
Insult0.48627716
Profanity0.542788
Threat0.009799767
Severe Toxicity0.13336399
Moderate 0.5721988 Moderate Con 0.314 Identity_Assertion
Feb 11, 2026 2 likes Inside Canada's Indian Invasion...
So sad what's happening in this country with these criminals scumbag government,I only lived here for 15 years but what I see happening is beyond belief
So sad what's happening in this country with these criminals scumbag government,I only lived here for 15 years but what I see happening is beyond belief
Identity Attack0.22063516
Insult0.6120431
Profanity0.35094926
Threat0.011353259
Severe Toxicity0.02411546
Moderate 0.5721988 Moderate Con 0.462 Insult Personal_Narrative
Aug 27, 2025 9 likes Why Canadians Are Turning Against …
I want my country back. I want canada to take care of the people that are here first. stop the handouts, stop this crap before it's too late.
I want my country back. I want canada to take care of the people that are here first. stop the handouts, stop this crap before it's too late.
Identity Attack0.13591312
Insult0.5130944
Profanity0.47001255
Threat0.011974656
Severe Toxicity0.023076924
Moderate 0.5721988 Moderate Con 0.447 Insult Identity_Assertion
Sep 30, 2025 2 likes IRCC Names India in Study …
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S …
""CANADIAN GOV IS SO MESSED UP"" Reson as all watched. And my reason is I tried to stop some family from moving here using FAKE FRAUDULENT documents few years back but guess what THOSE F*****S are here and I blame the GOV for not doing their due diligence and especially when I wrote multiple emails to the immigrations FRAUDULENT department more then once and when these ppl moved here it was like slap in the face.. THANK YOU CANADA
Identity Attack0.35299334
Insult0.5130944
Profanity0.43744424
Threat0.27637172
Severe Toxicity0.16960317
Moderate 0.5721988 Constructive 0.55 Insult Personal_Narrative
Sep 6, 2025 3 likes Why Canadians Are Turning Against …
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are …
Most Indi*n scammers you meet are from Punj*b. They mostly earn from esco*ts website by exploiting ho*ny guys. They pose as esco*ts and take money in advance and never turns up. Of course they are not alone but there are Pakist*nis as well. They are actually cousins with different religions.
Identity Attack0.55044734
Insult0.563347
Profanity0.49259362
Threat0.13178273
Severe Toxicity0.35368225
Moderate 0.5721988 Constructive 0.528 Identity Attack Insult Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons …
I live in suburban Toronto right next to Brampton, thanks for bringing attention to this matter. Everything you showed in this video is 100% facts. These guys have turned Toronto into a crime-ridden shithole, tons of home invasions, auto thefts and robberies are through the roof, taking all of the jobs and opportunities away from young Canadians, etc. Youth unemployment in Canada is 25% all because of these guys. These Indians use these shitty no-name "colleges" to sneak their way into Canada and then don't leave when their visas expire and work illegally under table, not paying taxes on their income like the rest of us do. In Brampton, you'll often find 3-4+ families living in the same house. Pretty much any restaurant or establishment you go to, there will be mostly Indians working there, barely any white people. It's a plague.
Identity Attack0.5135796
Insult0.5177041
Profanity0.50818664
Threat0.03718498
Severe Toxicity0.17926651
Moderate 0.5721988 Constructive 0.719 Identity Attack Insult
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, …
I went to Toronto and Niagara Falls for the first time last year. Both places were filled with Indians. Didn’t even look like Canada. Looked like a third world country. The people were very loud, rude, and dirty. Would not go back.
Identity Attack0.5203519
Insult0.5739874
Profanity0.1067334
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.5721988 Constructive 0.538 Identity Attack Insult Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Poop eaters
Poop eaters
Identity Attack0.10221587
Insult0.46774593
Profanity0.44431314
Threat0.01187109
Severe Toxicity0.11756202
Moderate 0.5721988 Low Con 0.208 Unverified_Claim
Feb 11, 2026 Inside Canada's Indian Invasion...
Ok she talks about Vietnamese boat people on the 60s ... did they receive 50k too? Ridiculous
Ok she talks about Vietnamese boat people on the 60s ... did they receive 50k too? Ridiculous
Identity Attack0.09162762
Insult0.62169385
Profanity0.16822512
Threat0.008841781
Severe Toxicity0.013995127
Moderate 0.5721988 Moderate Con 0.344 Insult
Apr 29, 2018 6 likes How much do refugees and …
Grandpa carney the 12 e t a r d with the posture of a 90 year old and the face of a stroke victim 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Grandpa carney the 12 e t a r d with the posture of a 90 year old and the face of a stroke victim 😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂😂
Identity Attack0.1294935
Insult0.5145894
Profanity0.3547165
Threat0.064969026
Severe Toxicity0.16960317
Moderate 0.5721988 Low Con 0.181 Insult
Jan 3, 2026 1 likes New rules, regulations take effect …
The biggest scammers are from india and they are destroying Canada
The biggest scammers are from india and they are destroying Canada
Identity Attack0.57150364
Insult0.5130944
Profanity0.17987521
Threat0.06939816
Severe Toxicity0.051147457
Moderate 0.5721988 Low Con 0.23 Identity Attack Insult Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
3rd world TRASH
3rd world TRASH
Identity Attack0.38208112
Insult0.5423875
Profanity0.33453682
Threat0.0104988385
Severe Toxicity0.16960317
Moderate 0.5721988 Low Con 0.182 Insult Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
@8:18 How dude didn't cut and run from that conversation/the operation when it was obvious he was dealing with something other than an Indian student looking to make the hop... He's either very bold, very …
@8:18 How dude didn't cut and run from that conversation/the operation when it was obvious he was dealing with something other than an Indian student looking to make the hop... He's either very bold, very stupid, or he's moving much more than innocent students around on the regular, and facing no consequences
Identity Attack0.2308735
Insult0.6109131
Profanity0.37052724
Threat0.039947584
Severe Toxicity0.023645958
Moderate 0.5721988 Moderate Con 0.438 Insult Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
hooray hooray Canada's gonna be safe!! we've deported 10 criminals and nine more are waiting trial… our immigration and justice system in Canada is a a fxcking joke!!!!!
hooray hooray Canada's gonna be safe!! we've deported 10 criminals and nine more are waiting trial… our immigration and justice system in Canada is a a fxcking joke!!!!!
Identity Attack0.2846865
Insult0.48399165
Profanity0.5013569
Threat0.01508414
Severe Toxicity0.06225512
Moderate 0.5721988 Moderate Con 0.381 Policy_Critique
Feb 18, 2026 23 likes Canadian immigration officers investigating hundreds …
i live in Mississauga near Brampton and there are parks here where they tell you not to shit in the parks we never had that before
i live in Mississauga near Brampton and there are parks here where they tell you not to shit in the parks we never had that before
Identity Attack0.053854458
Insult0.29855028
Profanity0.67055607
Threat0.009851551
Severe Toxicity0.02406851
Moderate 0.5721988 Moderate Con 0.48 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians get out!
Indians get out!
Identity Attack0.6106996
Insult0.37052566
Profanity0.24818924
Threat0.11922921
Severe Toxicity0.16960317
Moderate 0.5721988 Moderate Con 0.303 Identity Attack Call_To_Action
Jan 29, 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.