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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: "They should stay in their …" 460 comments · Page 7 of 19
the old indian man is the only one who should stay
the old indian man is the only one who should stay
Identity Attack0.381025
Insult0.09270445
Profanity0.07514556
Threat0.038911607
Severe Toxicity0.019611536
Moderate 0.33255672 Low Con 0.262 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I'd really appreciate it if the Indians in Ontario would actually leave for the US. Sadly, it seems they are staying here
I'd really appreciate it if the Indians in Ontario would actually leave for the US. Sadly, it seems they are staying here
Identity Attack0.40713623
Insult0.15414265
Profanity0.042413518
Threat0.009929225
Severe Toxicity0.015092585
Moderate 0.33255672 Constructive 0.526 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Why were immigrants brought in? Answer that first! Who allowed it?? People go through a legal process, pay legal dues, wait with pride their turn to get entry to Canada to see themselves grouped with …
Why were immigrants brought in? Answer that first! Who allowed it?? People go through a legal process, pay legal dues, wait with pride their turn to get entry to Canada to see themselves grouped with those who were allowed in free and demanding their cultural needs be met! And guess who bent over backwards!! It's painful people looking down upon you as hateful aliens! Stand up to policy makers and ask why that policy! They are busy with their shananigans adding votes to stay at helm while we spit venom!
Identity Attack0.27701542
Insult0.27146968
Profanity0.038154904
Threat0.009722093
Severe Toxicity0.010986328
Moderate 0.32712606 Constructive 0.593 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
Identity Attack0.36702603
Insult0.15840563
Profanity0.019143965
Threat0.009592636
Severe Toxicity0.012703998
Moderate 0.32712606 Low Con 0.285 Identity_Assertion
Feb 16, 2026 Canada's tighter immigration policy divides …
Dont come to japan stay on canada
Dont come to japan stay on canada
Identity Attack0.3819294
Insult0.08410009
Profanity0.03389629
Threat0.011068452
Severe Toxicity0.013607788
Moderate 0.3266089 Low Con 0.3 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Just say you want Canada to stay white. No need to beat around the bush and act like this middle ground journalist.
Just say you want Canada to stay white. No need to beat around the bush and act like this middle ground journalist.
Identity Attack0.36273825
Insult0.16773392
Profanity0.02932342
Threat0.024753258
Severe Toxicity0.010375977
Moderate 0.32557452 Low Con 0.181 Moral_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Stay alert, they're going to keep constructing haram temples everywhere. We're fed up with it in Malaysia because there are just so many.
Stay alert, they're going to keep constructing haram temples everywhere. We're fed up with it in Malaysia because there are just so many.
Identity Attack0.36702603
Insult0.1662211
Profanity0.08225787
Threat0.012181788
Severe Toxicity0.013801457
Moderate 0.3234372 Moderate Con 0.388 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But …
I am immigrant here in canada alberta I came here legally, I get my citizenship legally and I dont beg or protesting to get my PR or citizenship, I follow the rules of canada. But this people is doing everything that they could illegally just to stay in canada disgraceful
Identity Attack0.23239216
Insult0.26957804
Profanity0.048425674
Threat0.0075083673
Severe Toxicity0.0075149536
Moderate 0.3234372 Constructive 0.598 Personal_Narrative
Dec 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m not racist for wanting my hometown to stay and look like my hometown, I’m not racist for not wanting sharia law imposed in our judicial systems, I’m not racist for wanting what generations of …
I’m not racist for wanting my hometown to stay and look like my hometown, I’m not racist for not wanting sharia law imposed in our judicial systems, I’m not racist for wanting what generations of families have built to go to those families. I’m not racist for looking at the blatant voter fraud and importation of 3rd world individuals in the masses as a problem, and there certainly isn’t a chance we will shut up and allow it to happen.
Identity Attack0.29035977
Insult0.24767025
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.012130737
Moderate 0.32182294 Constructive 0.593 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
And we White people were told to not be racist and work with the other races. Then they stay to their own. This is why I'm a White nationalist because it just makes sense. We …
And we White people were told to not be racist and work with the other races. Then they stay to their own. This is why I'm a White nationalist because it just makes sense. We are wasting our time with diversity. It's not helping us.
Identity Attack0.3817989
Insult0.08459369
Profanity0.07967158
Threat0.011223801
Severe Toxicity0.013155893
Moderate 0.32128486 Constructive 0.566
Nov 18, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Interesting that you focus on the cost of removal rather than the cost of fake asylum seekers (fraudsters) coming or staying.
Interesting that you focus on the cost of removal rather than the cost of fake asylum seekers (fraudsters) coming or staying.
Identity Attack0.1294935
Insult0.30326313
Profanity0.021330157
Threat0.011405042
Severe Toxicity0.0076293945
Moderate 0.31963667 Moderate Con 0.334 Policy_Critique
Dec 31, 2025 Deportations From Canada at Their …
They should go back to india this is Canada NOT india and no that does not make me racist i have the right of wanting my country to stay the same I was born in
They should go back to india this is Canada NOT india and no that does not make me racist i have the right of wanting my country to stay the same I was born in
Identity Attack0.37292135
Insult0.08558089
Profanity0.031140719
Threat0.008738215
Severe Toxicity0.011749268
Moderate 0.31963667 Constructive 0.519 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and …
If they like their indian culture and traditions so much, why do they move? Why don't they stay where they are originally from? I also live in a town that is becoming increasingly indian and they don't adapt... at all. To nothing. They may take up some cool western traditions like Halloween but they'll never give up not bathing, cooking on the garage floors, walking barefoot on public places, disrespecting women and belittling the lower casts. Go back if you like that so much, why move?
Identity Attack0.381025
Insult0.1669316
Profanity0.045670103
Threat0.0097738765
Severe Toxicity0.013866014
Moderate 0.31825066 Constructive 0.601 Fear_Threat
Jan 30, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
The problem is the don’t assimilate. They stick to their own and only speak their language! They should have all just stayed in Indian! 🤮
The problem is the don’t assimilate. They stick to their own and only speak their language! They should have all just stayed in Indian! 🤮
Identity Attack0.35299334
Insult0.1669316
Profanity0.049427703
Threat0.008323951
Severe Toxicity0.011367798
Moderate 0.31547862 Low Con 0.185 Identity_Assertion
Sep 24, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to …
This was done deliberately, the government knew this would happen! Now they have a ready made excuse for allowing everyone to stay. “We’re really backlogged so in order to facilitate new applications we’re going to rubber stamp all the old ones, dam covid really made a mess of things didn’t it” Liberal Government
Identity Attack0.022992345
Insult0.16795322
Profanity0.36230123
Threat0.009178371
Severe Toxicity0.012833111
Moderate 0.3140926 Moderate Con 0.408 Unverified_Claim
Jan 19, 2026 27 likes Why Canada’s immigration system has …
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
0:50 yes & no. ClydeDoSomething had someone on to explain Gov user Fraud to get tax money the “immigrants” got to stay It got so bad most started leaving back to India XD
Identity Attack0.2831485
Insult0.13607834
Profanity0.0864606
Threat0.010576514
Severe Toxicity0.013478675
Moderate 0.31132057 Moderate Con 0.492 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly …
They come into our country under fake student visas, they just don't go to their classes. then work and steal our jobs and take up the affordable housing. The temporary worker program, which was mainly for farmers and other rural area businesses for the specific business they flew here for. They just get fired and work somewhere else, illegally and stay illegally. They come in by the thousands and congest our economy, traffic and housing market. Local youths can't find jobs. They just take the money they make and go back to India with it. They DO NOT assimilate to our culture and take over restaurants to the point where it feels like we're being forced to assimilate to them. Trust me, the things I see them do in the kitchen.... it won't be long until we all die of E. coli
Identity Attack0.23694818
Insult0.25007802
Profanity0.044668075
Threat0.014911477
Severe Toxicity0.013995127
Moderate 0.31132057 Constructive 0.717 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
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 …
This kind of content is what Youtube exist for. Keep doing and exposing all these dirty linens out there and stay safe!
This kind of content is what Youtube exist for. Keep doing and exposing all these dirty linens out there and stay safe!
Identity Attack0.025404079
Insult0.14512913
Profanity0.09518933
Threat0.021645326
Severe Toxicity0.01083374
Moderate 0.30854854 Moderate Con 0.475 Meta_Commentary
Jan 27, 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...
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children …
8:57 ppl can't have children because we can't afford to. Maybe if they paid parents a living wage to stay home until their kids went to school ...we'd have more children. Instead we have children and the economy changes so drastically that now many of us are having to make the choice of which bill can't be paid this month because child needs school clothes and supplies and needs to eat for the month. I'm in Ontario and it's getting so ridiculously expensive to eat let alone live!!!
Identity Attack0.011247349
Insult0.26957804
Profanity0.0838743
Threat0.0064468146
Severe Toxicity0.004825592
Moderate 0.30716252 Constructive 0.753
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Is this a far left channel? 😅 why tell us how much the deportations cost? Doesn't letting illegal aliens stay cost the country more? Joke
Is this a far left channel? 😅 why tell us how much the deportations cost? Doesn't letting illegal aliens stay cost the country more? Joke
Identity Attack0.28034934
Insult0.1505596
Profanity0.023379711
Threat0.008453408
Severe Toxicity0.0077056885
Moderate 0.30502358 Low Con 0.247
Jan 8, 2026 Deportations From Canada at Their …
Booked a hostel in Montreal for a last minute weekend trip - it was just like the safe house - figured it out after I arrives. There were 3 illegal African guys "staying' in the …
Booked a hostel in Montreal for a last minute weekend trip - it was just like the safe house - figured it out after I arrives. There were 3 illegal African guys "staying' in the house. It was super sketchy. I did not sleep that night. It was terrifying. I had my kid with me. Never stay in a 'hostel' in Montreal!
Identity Attack0.37082586
Insult0.15236975
Profanity0.026863953
Threat0.008194493
Severe Toxicity0.009422302
Moderate 0.3048984 Constructive 0.633 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your …
Yeah they talk about Pakistan And Bangladesh like their country is cleaner than Switzerland,like bro when you are proud of your country that much so why you go abroad to get better life,stay in your country
Identity Attack0.2816105
Insult0.15485314
Profanity0.078378424
Threat0.015774792
Severe Toxicity0.017739398
Moderate 0.3048984 Moderate Con 0.353 Identity_Assertion
Feb 27, 2026 4 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.