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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: "Now is the time for …" 1,206 comments · Page 24 of 49
Canada has been broken since 1982 with the first Truedue. When the charter was created, because we are under the King(Monarch at that time), something had to be given up, so we sold our souls …
Canada has been broken since 1982 with the first Truedue. When the charter was created, because we are under the King(Monarch at that time), something had to be given up, so we sold our souls to the devil we knew, and traded our future generations' futures.
Identity Attack0.025605056
Insult0.082372494
Profanity0.08355101
Threat0.0101363575
Severe Toxicity0.004234314
Low Tox 0.20839658 Moderate Con 0.469 Policy_Critique
Feb 26, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote …
The banned group, Sikhs for Justice, held a Khalistan referendum in Ottawa over the weekend during which supporters chanted ‘Kill India’ slogans and even desecrated the Indian flag. This is the seventh such unofficial vote that Canada has seen since September 2022. The timing of this event was significant — it came as Canadian PM Mark Carney met his Indian counterpart Narendra Modi on the sidelines of the G20 Summit in Johannesburg
Identity Attack0.18468912
Insult0.060927123
Profanity0.022013342
Threat0.13815513
Severe Toxicity0.010147095
Low Tox 0.20705862 Moderate Con 0.471 Unverified_Claim
Nov 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Our laws were not initially set up to hold foreign delinquents accountable. WE NEED LAW REFORM to adequately monitor and punish illegal immigrants in a timely efficient and effective manner. No boards, no committees. Just …
Our laws were not initially set up to hold foreign delinquents accountable. WE NEED LAW REFORM to adequately monitor and punish illegal immigrants in a timely efficient and effective manner. No boards, no committees. Just officers and judges.
Identity Attack0.22935481
Insult0.07428485
Profanity0.013985921
Threat0.013528148
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.384
Sep 30, 2025 IRCC Names India in Study …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
lost me at only "1 million" and again at "the cut back in staffing". Nothing about the student visas fraud, ELMIA fraud, open borders that have created. Probably a lawyer that makes big dough from …
lost me at only "1 million" and again at "the cut back in staffing". Nothing about the student visas fraud, ELMIA fraud, open borders that have created. Probably a lawyer that makes big dough from mass immigration. This "news" downplays it big time. No shame
Identity Attack0.021987455
Insult0.11978693
Profanity0.018255826
Threat0.0074565844
Severe Toxicity0.0031471252
Low Tox 0.20312156 Moderate Con 0.449
Jan 20, 2026 Why Canada’s immigration system has …
Trudeau was destroying Canada and no one said anything. It time to fight back.
Trudeau was destroying Canada and no one said anything. It time to fight back.
Identity Attack0.013646871
Insult0.08434689
Profanity0.01265371
Threat0.05042134
Severe Toxicity0.0041770935
Low Tox 0.20312156 Low Con 0.249
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it …
I just came from there about a week and a half ago and im originally from o puerto rico living in FL and went into a store to buy diapers for my son and it was all India even the signs in Indian and I really felt like an alien as everyone looked at me like I was not from this planet lol not to offend anyone but I won't be back any time soon.
Identity Attack0.18235919
Insult0.0654725
Profanity0.13608865
Threat0.011379151
Severe Toxicity0.010223389
Low Tox 0.2028889 Constructive 0.678 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Its mass deportation time ...
Its mass deportation time ...
Identity Attack0.10221587
Insult0.035774168
Profanity0.016172111
Threat0.044278983
Severe Toxicity0.00667572
Low Tox 0.20265625 Moderate Con 0.306 Call_To_Action
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust …
I'll break down the ending for those who didn't get it: -they took him and drove him miles and miles without getting any of the cash. big red flag, they have 0 reason to trust Olivera. these kinda migrants are poor -there was disagreement b/w grunt and boss about fleecing him for a few extra bucks; boss SHOULD NOT care if his cargo has a few more or less dollars if he's getting a flat rate. Massive red flag, as this indicates he plans to receive more/different than agreed and/or that this has been an issue before -Told him that American !ce is patrolling Canada's territory, some hour from the US (lol), and that's why they need to go to some random rathole, when they haven't even committed a crime yet -blatantly lying to him again to take his weapons n phone. They aren't broadcasting xrays thru the entire northern forest. IDK what they have if anything, but definitely not metal detectors lol Yeah, Olivera got out in the nick of time. He was 100% going to get cooked when bossman showed up at the dumping ground. The blade was a small price to pay even though it looked pretty nice lol. Appreciate what you do but maybe this one was a little too risky eh. PS: W bikeman and RIP (Canada does NOT have free speech)
Identity Attack0.094936445
Insult0.12521741
Profanity0.03615085
Threat0.010032792
Severe Toxicity0.005531311
Low Tox 0.20265625 Constructive 0.715 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
It's time to assimilate or return
It's time to assimilate or return
Identity Attack0.06158508
Insult0.033680726
Profanity0.06044999
Threat0.059796512
Severe Toxicity0.011367798
Low Tox 0.20219094 Low Con 0.19
Jan 27, 2026 Inside Canada's Indian Invasion...
Bro, other people don't change their dialect to speak to you so don't do it every time you start speaking to someone with an accent, omg
Bro, other people don't change their dialect to speak to you so don't do it every time you start speaking to someone with an accent, omg
Identity Attack0.013345404
Insult0.06652143
Profanity0.06195303
Threat0.0069905366
Severe Toxicity0.0049209595
Low Tox 0.20195828 Moderate Con 0.323 Meta_Commentary
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal …
Immigration of any kind should be suspended for at least 1 year in order to fix the system and deal with the mess created by the Liberals over the last 11 years. Get the illegal immigrants and foreign criminals collected and exported out of Canada. Process the people who are here legally and give our systems time to fix issues created by the Failed Liberal Immigration Policy.
Identity Attack0.16587129
Insult0.07903719
Profanity0.012926984
Threat0.01101667
Severe Toxicity0.004272461
Low Tox 0.20172562 Moderate Con 0.307 Policy_Critique
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Identity Attack0.1007269
Insult0.12159709
Profanity0.023106437
Threat0.0077802283
Severe Toxicity0.0049972534
Low Tox 0.20172562 Constructive 0.528 Policy_Critique
Dec 21, 2025 IRCC Names India in Study …
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Canadians it's time to take action and make your voices heard, these good for nothing politicians don't care even one bit for Canada and Canadians
Identity Attack0.10235514
Insult0.0838533
Profanity0.02249157
Threat0.008336896
Severe Toxicity0.0039482117
Low Tox 0.20149297 Moderate Con 0.344 Call_To_Action
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
its time to start rounding them up
its time to start rounding them up
Identity Attack0.01191331
Insult0.031146556
Profanity0.041912504
Threat0.2836219
Severe Toxicity0.010375977
Low Tox 0.20149297 Low Con 0.218
Oct 1, 2025 IRCC Names India in Study …
good times make weak men, the prosperous 80's and 90's and early 2000's had made many canadians become weak and accustomed to the good times, so they voted for weak men like trudeau and carney. …
good times make weak men, the prosperous 80's and 90's and early 2000's had made many canadians become weak and accustomed to the good times, so they voted for weak men like trudeau and carney. Wait till hard times comes to see how strong canadians will become, though i believe the TDS will make hard times continue for a long time.
Identity Attack0.057492398
Insult0.16053712
Profanity0.015079016
Threat0.0072753434
Severe Toxicity0.0028419495
Low Tox 0.20126031 Moderate Con 0.463 Identity_Assertion
Feb 22, 2026 LILLEY UNLEASHED: The fall of …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the …
I’m from Canada originally, a big city on the west side, and growing up the mass migration became a huge issue. There were immigrants from Middle East establishing and taking over whole sections of the city with mosques, their food, shops. That would all be fine but the issue is the cultural mentality that was being imported. My high school was filled with young men. Some of them over 20 but attending my high school and hanging out with young girls. They would establish gangs and get into fights. There was multiple stabbings at that school. At the time I dated men from Pakistan for a while and they would throw trash on the ground out the window, have parties with young girls constantly, get into fights, street race, and just generally be belligerent.
Identity Attack0.23998553
Insult0.07967083
Profanity0.032894265
Threat0.02440793
Severe Toxicity0.008430481
Low Tox 0.20126031 Constructive 0.7 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, …
Before these people call others ‘migrants,’ they should remember that the only real migrants in Canada were the European settlers who arrived centuries ago and violently seized Indigenous lands. Indigenous nations :: Cree, Haudenosaunee, Mi’kmaq, Inuit, Métis, and many more.. had lived here for thousands of years before Canada even existed. Colonization brought disease, massacres, land theft, and the cultural genocide of residential schools, where countless Indigenous children suffered and died. The Canada these people now claim as their own was built on stolen land and Indigenous blood. And now, the same system they built.... one that preaches democracy, equality, and freedom is biting them back, as people from every corner of the world, including those with darker skin, come to settle, contribute, and rightfully share in what they once stole. History has a way of balancing itself and this time, justice looks a lot more diverse...
Identity Attack0.14661247
Insult0.08831572
Profanity0.016616182
Threat0.012337137
Severe Toxicity0.005760193
Low Tox 0.20126031 Constructive 0.676 Moral_Argument
Oct 27, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they …
As an Indian who's living in india never went to Canada even once this should be the responsibility of the government don't promote mass immigration govt should take a stand against these people if they are not paying taxes not working properly not following rules etc it's your govt and Canadian people's responsibility but in the recent Times I've never seen the worst canadian govt till date its really bad you guys should do something about your govt they are not in good trade relations with anyone around the world recent example usa
Identity Attack0.10221587
Insult0.107333586
Profanity0.029460056
Threat0.008686432
Severe Toxicity0.005493164
Low Tox 0.20102765 Constructive 0.595 Policy_Critique
Oct 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Try here in times road..north york... lots of aliens..and in mississauga
Try here in times road..north york... lots of aliens..and in mississauga
Identity Attack0.11163961
Insult0.075868964
Profanity0.021056883
Threat0.008582866
Severe Toxicity0.004043579
Low Tox 0.200795 Moderate Con 0.394
Dec 24, 2025 Deportations From Canada at Their …
About time he did this. Indian immigration is about 150k here and those are the documented ones real numbers higher. Same as US! With 10 times less people and cities. My hometown Surrey is full …
About time he did this. Indian immigration is about 150k here and those are the documented ones real numbers higher. Same as US! With 10 times less people and cities. My hometown Surrey is full of gangs. They control many industries here and community things like soccer clubs
Identity Attack0.20680901
Insult0.06652143
Profanity0.04141149
Threat0.010162249
Severe Toxicity0.005722046
Low Tox 0.200795 Constructive 0.753
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Time for some major deportations.
Time for some major deportations.
Identity Attack0.10221587
Insult0.029493837
Profanity0.01805087
Threat0.05203775
Severe Toxicity0.0061798096
Low Tox 0.20032968 Low Con 0.243 Call_To_Action
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of Indians that are easily recognizable and do not assimilate. Most of these specific subset come here as students and through family sponsorship ( not regular immigration stream). The students get false documents for their language and educational credentials. The politicians are also to blame for pondering for their votes. If there is one ethnic group that has the capacity to destroy Canada further in the future to a point of no return, it is this subset. Unfortunately most Canadians do not know this, and Indians as a general group are seen as the problem. Next time just ask them where in India these people are from, and soon you will know for yourself.
Identity Attack0.2308735
Insult0.071433455
Profanity0.02795705
Threat0.00948907
Severe Toxicity0.0062179565
Low Tox 0.20009702 Constructive 0.695 Personal_Narrative
Oct 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Time to clean house and restaff immigration Canada. Obviously the management in place are not competent to do the job needed.
Identity Attack0.055218685
Insult0.14331897
Profanity0.013234417
Threat0.0068999166
Severe Toxicity0.0030517578
Low Tox 0.20009702 Low Con 0.239 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …

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.