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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: "Why in the hell are …" 207 comments · Page 5 of 9
so your telling me I don't have to go to hell 🙄🤣
so your telling me I don't have to go to hell 🙄🤣
Identity Attack0.0031164777
Insult0.18795097
Profanity0.007730965
Threat0.005328188
Severe Toxicity0.000022447595
Moderate 0.49858868 Humor_Satire
Jan 6, 2026
But GOD..... CANADA needs divine help!! It is coming!! "When nations forget God, they will be turned into HELL!! these illegals are PAID!
But GOD..... CANADA needs divine help!! It is coming!! "When nations forget God, they will be turned into HELL!! these illegals are PAID!
Identity Attack0.40255263
Insult0.42743355
Profanity0.27005023
Threat0.05559385
Severe Toxicity0.02406851
Moderate 0.49139655 Low Con 0.197 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
Shout out to the guy on a bike with Asperger’s laying down straight facts for Canada hell yeah
Shout out to the guy on a bike with Asperger’s laying down straight facts for Canada hell yeah
Identity Attack0.13805299
Insult0.44802538
Profanity0.38845423
Threat0.027170537
Severe Toxicity0.02406851
Moderate 0.4838166 Moderate Con 0.486 Solidarity
Feb 10, 2026 Inside Canada's Indian Invasion...
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human …
it’s funny how the un is doing jack shit nothing about canada and there crimes against humanity in regards to the un saying our immigrating and forfeit worker problems are modern day slavery and human trafficking ….. not to mention there behaviour is mostly appalling and third world behaviour and there bringing it to a first world country acting like annimals … and they wonder why no one likes them or there behaviour …. not to mention all so there lack of hygiene is appalling ( would it kill them to wash properly and use a stick of deodorant becausebo and curry is the worse most disgusting thing u can smell like yuck ) as well like there’s so many issues india and the middle eastern need to adress before migrating its awful … i won’t go near brampton or the gta because of it thoughs city’s went to hell… all so some of these groups of o got banned from there own countries what does that tell you about them as well
Identity Attack0.28034934
Insult0.47357693
Profanity0.41436642
Threat0.016120117
Severe Toxicity0.024772761
Moderate 0.48021027 Constructive 0.522
Aug 27, 2025 Why Canadians Are Turning Against …
Brampton is actual hell on earth
Brampton is actual hell on earth
Identity Attack0.10221587
Insult0.4125297
Profanity0.40558428
Threat0.019228047
Severe Toxicity0.02402156
Moderate 0.47886392 Low Con 0.256
Sep 23, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
That ending was creepy as hell
That ending was creepy as hell
Identity Attack0.01555616
Insult0.25602314
Profanity0.44431314
Threat0.01940071
Severe Toxicity0.023974609
Moderate 0.47886392 Moderate Con 0.309 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
7:32 ...; MEAN WILE CARNEY GAVE HIMSELF A 10,000K RAISE ON APRIL FIRST THE AG. AND CBC TOP CEO MAKES MORE THAN THE PM. WTF CANADA TO HELL WITH THE LIBERAL PARTY ; JUSTIN TRUDEAU …
7:32 ...; MEAN WILE CARNEY GAVE HIMSELF A 10,000K RAISE ON APRIL FIRST THE AG. AND CBC TOP CEO MAKES MORE THAN THE PM. WTF CANADA TO HELL WITH THE LIBERAL PARTY ; JUSTIN TRUDEAU and NOW MARK CARNIVAL CARNEY ; IN THE WORDS OF THE LATE AND GREAT Micheal Jackson ; " THEY DON'T REALY CARE ABOUT US " eyh ya eyh
Identity Attack0.14233272
Insult0.4125297
Profanity0.4131548
Threat0.015429466
Severe Toxicity0.02458496
Moderate 0.47886392 Moderate Con 0.338
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
HELL YEAH LETS GO WE WILL COLONIZE THE WHOLE WORLD 🇮🇳🇮🇳🇮🇳🇮🇳🇮🇳🇮🇳🔥🔥🔥🔥🔥🔥🫡🫡🫡🫡🫡🫡🫡🫡
HELL YEAH LETS GO WE WILL COLONIZE THE WHOLE WORLD 🇮🇳🇮🇳🇮🇳🇮🇳🇮🇳🇮🇳🔥🔥🔥🔥🔥🔥🫡🫡🫡🫡🫡🫡🫡🫡
Identity Attack0.36702603
Insult0.24928534
Profanity0.4044591
Threat0.29834318
Severe Toxicity0.3476075
Moderate 0.47886392 Low Con 0.279 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Oh the hell you can’t nope! So many devout Christians even those not active practicing will not let that happen.
Oh the hell you can’t nope! So many devout Christians even those not active practicing will not let that happen.
Identity Attack0.38699543
Insult0.3388922
Profanity0.47435758
Threat0.010395273
Severe Toxicity0.02383376
Moderate 0.47886392 Moderate Con 0.324
Aug 30, 2025 2 likes Why Canadians Are Turning Against …
Lol this is exactly same reason they tell when they all come to Bangalore (tamilians, Punjabis, telghus, mallus, northies) they neither assimilitate to our culture or language nor being kind bloody hell life is to …
Lol this is exactly same reason they tell when they all come to Bangalore (tamilians, Punjabis, telghus, mallus, northies) they neither assimilitate to our culture or language nor being kind bloody hell life is to live with these people
Identity Attack0.4907465
Insult0.4339631
Profanity0.39409557
Threat0.055917133
Severe Toxicity0.16960317
Moderate 0.47473195 Moderate Con 0.462 Identity_Assertion
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
Immigration is a privilege, NOT a right !! WHY do these people seem to have so many rights. People who want to immigrate to Canada need to be vetted and bring something of substance to …
Immigration is a privilege, NOT a right !! WHY do these people seem to have so many rights. People who want to immigrate to Canada need to be vetted and bring something of substance to the country. The rest of Canada NEEDS to WAKE UP and follow suit. Hell, Canada looks way too much like India. Enough!!
Identity Attack0.46028158
Insult0.38852
Profanity0.3778404
Threat0.018710058
Severe Toxicity0.024819711
Moderate 0.47323486 Moderate Con 0.453 Identity_Assertion
Nov 24, 2025 1 likes Quebec Ends Economic Immigration Program …
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else …
It all boils down to how the Indians are raised in their own country. They are raised with the individual mentality. Do for yourself, and to hell with the others. Leave it for someone else to take care of. This is why their country is one of the dirtiest in all the world. They use the streets as a garbage can or toilet, then just leave it for someone else to clean it up. But, when everyone is raised with this attitude, there's no one left to clean it up. In India, they have the "untouchables". Yes, the caste system is still operating in India, although it's not recognized by the government. It's the untouchables that are supposed to clean up all the trash and feces off the streets, but they never do. They don't get paid to do it. This is why their trash clean up is so poor as far as having trucks go around and pick it up to take to a landfill. There are very few untouchables and the other people won't work for the trash pick up companies, because they feel it's beneath them. So, they trash their country and instead of cleaning it up, they move to another country to trash it. My brother used to be a truck driver for many years. Every time he saw a truck rolled over on it's side, he'd say "Must have been an Indian", because every rolled over truck he ever saw was driven by someone from India. If you look at videos of the traffic in India, you will see lot of trucks rolled over, and you'll see no one pay attention to stop lights, stop signs and everyone just cuts off everyone. This is the individual idea. I have to get somewhere, so I will cut you off to get there. It's always "Me, me, me". This attitude causes so many wrecks. Westerners have a hard time driving in India because we are all raised with everyone in mind, not just ourselves. We are a community, not an individual. We need to put a big wall around India and stop all airplanes going in and out, so they don't spread their diseased ideals of life and end up ruining another country. Do you know why India doesn't really take military training very seriously? Because no other country wants to invade and have to deal with the clean up. At this point, it's just about impossible to ever clean that country up.
Identity Attack0.50588524
Insult0.43450394
Profanity0.3813392
Threat0.046541955
Severe Toxicity0.16960317
Moderate 0.47119883 Constructive 0.685 Identity Attack Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
They are hell bent at destroying this country….the citizens voted for this corrupt system
They are hell bent at destroying this country….the citizens voted for this corrupt system
Identity Attack0.09080041
Insult0.40243408
Profanity0.33376193
Threat0.054624002
Severe Toxicity0.023076924
Moderate 0.47119883 Low Con 0.169
Nov 25, 2025 2 likes Thousands of refugees allowed into …
This place was once a quaint, friendly, prospering town full of bright optimism. Now it is a filthy third world cesspool ridden with crime and societal problems. What a shame for the honest residents who …
This place was once a quaint, friendly, prospering town full of bright optimism. Now it is a filthy third world cesspool ridden with crime and societal problems. What a shame for the honest residents who could not escape over the years and must now endure hell.
Identity Attack0.2803029
Insult0.47273466
Profanity0.29209393
Threat0.044602267
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.491 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to …
Thank you for covering this issue. You came to ground zero… Im a irish-french canadian and have had to gro up in this HELL. If anyone is racist it’s the Indians, I was about to be homeless because i couldnt find a job. I know for a fact im not the only one, all my friends are in the same situation. They only hire their own, we pay the highest tax in all of north America. If you want my opinion, i HATE them all equally just as much as i HATE canada. As a Canadian, i beg America to annex Canada. We need ice here too, and our government is run my the CCP. Im 25 and im this close from disappearing myself….
Identity Attack0.46028158
Insult0.43296707
Profanity0.25458565
Threat0.019055385
Severe Toxicity0.023880709
Moderate 0.4645176 Constructive 0.687 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You all in Ontario and Quebec enjoy your new invasion. Alberta is out of this hell.
You all in Ontario and Quebec enjoy your new invasion. Alberta is out of this hell.
Identity Attack0.25817248
Insult0.40243408
Profanity0.3547165
Threat0.0116639575
Severe Toxicity0.023076924
Moderate 0.46186632 Low Con 0.284 Fear_Threat
Jan 4, 2026 New rules, regulations take effect …
THEY ADD NOTHING,NOTHING,NOTHING TO OUR ECONOMY , WAKE THE HELL. DO YOUR RESEARCH. F@#$%&ck!
THEY ADD NOTHING,NOTHING,NOTHING TO OUR ECONOMY , WAKE THE HELL. DO YOUR RESEARCH. F@#$%&ck!
Identity Attack0.019274252
Insult0.3388922
Profanity0.4033339
Threat0.027861187
Severe Toxicity0.023645958
Moderate 0.45757914 Low Con 0.159
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
oh hell nah you know its bad for canada when tyler oliveira comes
oh hell nah you know its bad for canada when tyler oliveira comes
Identity Attack0.043581683
Insult0.26957804
Profanity0.4401715
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.45549932 Low Con 0.185 Humor_Satire
Jan 30, 2026 1 likes Inside Canada's Indian Invasion...
About time you had a food school program that was permanent the hells wrong with you - willy 0
About time you had a food school program that was permanent the hells wrong with you - willy 0
Identity Attack0.019575719
Insult0.37166002
Profanity0.36452284
Threat0.010938995
Severe Toxicity0.023076924
Moderate 0.44933176 Low Con 0.204 Call_To_Action
Jan 11, 2026 2 likes Canada’s new rules in 2026
American here. I worked in Canada for about a year on and off for my company back in 2019 or so. Back then real Canadians were pissed off about jobs, healthcare and inequality for work. …
American here. I worked in Canada for about a year on and off for my company back in 2019 or so. Back then real Canadians were pissed off about jobs, healthcare and inequality for work. My company needed temp workers and they sent about 40 or so non Canadians that couldn't speak English and were lazy as hell. Diversity.
Identity Attack0.34000012
Insult0.48228607
Profanity0.29209393
Threat0.009023022
Severe Toxicity0.021290002
Moderate 0.44573322 Constructive 0.645
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Maybe actually react next time mf there’s people stuck living in the hell hole being portrayed
Maybe actually react next time mf there’s people stuck living in the hell hole being portrayed
Identity Attack0.03223813
Insult0.25007802
Profanity0.40185395
Threat0.020436687
Severe Toxicity0.023599008
Moderate 0.44573322 Low Con 0.18 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I had a Uber driver from Iran tell me he didn’t like Canadian culture and that he missed back home. Why the hell did you come here then?
I had a Uber driver from Iran tell me he didn’t like Canadian culture and that he missed back home. Why the hell did you come here then?
Identity Attack0.21668483
Insult0.2817503
Profanity0.4113413
Threat0.009566744
Severe Toxicity0.023076924
Moderate 0.44393396 Constructive 0.522
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Canada is in trouble. Entire cities like Brampton turned into third world hell holes.
Canada is in trouble. Entire cities like Brampton turned into third world hell holes.
Identity Attack0.32184324
Insult0.40243408
Profanity0.29168049
Threat0.013528148
Severe Toxicity0.023076924
Moderate 0.44039994 Low Con 0.227 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Why would you want to sneak into America , hell nahhh take Australia any day. Sorry Tyler…
Why would you want to sneak into America , hell nahhh take Australia any day. Sorry Tyler…
Identity Attack0.25986546
Insult0.344702
Profanity0.36230123
Threat0.05042134
Severe Toxicity0.023176458
Moderate 0.4402136 Moderate Con 0.324 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Why the hell are they not paying taxes?
Why the hell are they not paying taxes?
Identity Attack0.009545447
Insult0.16788013
Profanity0.47001255
Threat0.008764107
Severe Toxicity0.023076924
Moderate 0.4398409 Low Con 0.187
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)

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.