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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: "I so want to be …" 1,718 comments · Page 43 of 69
I don't see an invasion but a small town that has a lot of Punjabi migrants that are fleeing the persecution and discrimination but bring money and skills not driving skills and the majority do …
I don't see an invasion but a small town that has a lot of Punjabi migrants that are fleeing the persecution and discrimination but bring money and skills not driving skills and the majority do not want to go to US except that have family there. But the county could issue stricter rules for drivers. The town was less hectic before but having economic uncertainty. The punjabis are not known to be criminals nor lazy people not wanting to live with handy overs from the government. They are family, community and business oriented. Many other punjabis in Central Canada since long a go. They prefer Canada to US most of the times.
Identity Attack0.18546575
Insult0.12702756
Profanity0.030890211
Threat0.009074804
Severe Toxicity0.005607605
Low Tox 0.21241048 Constructive 0.772 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many …
Dont worry the canada dream is dying in india we really dont want to go to canada anymore and lets see how your economy works out , we indians run your economy not canada many countries in this world.
Identity Attack0.23391083
Insult0.06442356
Profanity0.017572641
Threat0.008841781
Severe Toxicity0.005531311
Low Tox 0.21107252 Moderate Con 0.312 Identity_Assertion
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
We want them out now and the students also and immigrants on welfare or other government assistance 😮😮😮
We want them out now and the students also and immigrants on welfare or other government assistance 😮😮😮
Identity Attack0.18002926
Insult0.05144889
Profanity0.0166845
Threat0.011172019
Severe Toxicity0.006752014
Low Tox 0.21107252 Moderate Con 0.304
Jan 17, 2026 2.9 million Canadian temporary visas …
Blame whomever voted Liberal. I’m Albertan. We want out
Blame whomever voted Liberal. I’m Albertan. We want out
Identity Attack0.1232452
Insult0.06921569
Profanity0.020442016
Threat0.019228047
Severe Toxicity0.0059509277
Low Tox 0.21107252 Moderate Con 0.437
Aug 26, 2025 8 likes Why Canadians Are Turning Against …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like this before. Want change clean up this liberal government. Its liberal supporters that allow this.
Identity Attack0.11976352
Insult0.13064787
Profanity0.014771583
Threat0.007262398
Severe Toxicity0.0036239624
Low Tox 0.21107252 Constructive 0.565 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in …
It’s not the fault of immigrants- it’s the fault of the Canadian government letting in too many people at the same time. The student visa is a scam. The corporates want to bring us in to suppress the wage growth.
Identity Attack0.10293542
Insult0.10294484
Profanity0.019690514
Threat0.006815769
Severe Toxicity0.003929138
Low Tox 0.21107252 Moderate Con 0.338 Policy_Critique
Feb 4, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to …
14:14 if they want to make babies and babies and babies as babies until their population explodes they can do that in their own country and face the consequences while we have the right to safeguard ours.
Identity Attack0.12735364
Insult0.035333443
Profanity0.027410502
Threat0.05559385
Severe Toxicity0.0090789795
Low Tox 0.20973456 Moderate Con 0.315 Identity_Assertion
Sep 7, 2025 Why Canadians Are Turning Against …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government …
This is terrible and I don't understand why the government would only take Indian students about 90% of the international students were from India and uneducated and non-verified credentials. I don't understand was the government too much worried about the money they will be bringing I don't understand like this has the real Cause of the trouble for everyone why you only would take so much of the Indian students why not the rest of the world if you really want to help your new your universities to pay off their salaries and run and those new Indian breed that is coming they are really not ready to come to the Canada illiterate people.
Identity Attack0.11976352
Insult0.077136256
Profanity0.06946823
Threat0.010757755
Severe Toxicity0.00705719
Low Tox 0.20839658 Constructive 0.605
Sep 29, 2025 IRCC Names India in Study …
And englo canadians hated us Quebecers for wanting to preserve our culture and distinctions, how does it feel now?
And englo canadians hated us Quebecers for wanting to preserve our culture and distinctions, how does it feel now?
Identity Attack0.2331515
Insult0.06634661
Profanity0.016547862
Threat0.0072882893
Severe Toxicity0.004673004
Low Tox 0.20839658 Moderate Con 0.467 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want …
I don't understand this people problem. That is not their own land. They stole from native Americans people. Now they have problem for other people coming there. Like saying we can do whatever we want but others can't.
Identity Attack0.17925262
Insult0.071116626
Profanity0.022013342
Threat0.008349842
Severe Toxicity0.00541687
Low Tox 0.20839658 Constructive 0.518 Moral_Argument
Feb 20, 2026 3 likes Inside Canada's Indian Invasion...
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this …
I'm an immigrant myself, and I brought conservative values to Canada. Why? Because I want to "Conserve" what Canada is, not change it into the third world country I'm from. I try to explain this to many Canadians, but they go with the left. This will implode Canada from within. Even the legal system is being wrecked, you can't touch some immigrants, up to how many minority labels they can slap to themselves. I'll put the message here: study South America History and GET RID OF THE LEFT WHILE YOU CAN. The socialist elite doesn't care, they will live at the top, rich, untouchable, as long as the masses are paying the taxes. It doesn't matter if the country is in disarray. Immigration must have one golden rule: if you want to live like in your home country, you are not welcome and I'll be deported.
Identity Attack0.11047905
Insult0.08533409
Profanity0.028503597
Threat0.026307223
Severe Toxicity0.0076675415
Low Tox 0.20705862 Constructive 0.637
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their …
Why does no one mention the reason why politicians allow large scale immigration... because the self serving, long living, the most powerful political group - the white baby boomers - want to continue seeing their property value increase, cheap labor to serve them, and large consumer base to increase their business profits...
Identity Attack0.20483385
Insult0.06739554
Profanity0.0166845
Threat0.0071588317
Severe Toxicity0.004711151
Low Tox 0.2043827 Moderate Con 0.339 Policy_Critique
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
They want to live in Canada so bad but their own countries are better in a lot of ways
They want to live in Canada so bad but their own countries are better in a lot of ways
Identity Attack0.20878418
Insult0.06617179
Profanity0.021330157
Threat0.0067186756
Severe Toxicity0.0049209595
Low Tox 0.2043827 Low Con 0.272 Comparative_Framing
Jan 19, 2026 2.9 million Canadian temporary visas …
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… …
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… you wanted the job, have some sort of dignity and do it.
Identity Attack0.08004672
Insult0.0838533
Profanity0.022696527
Threat0.008090926
Severe Toxicity0.004196167
Low Tox 0.2043827 Moderate Con 0.39 Identity_Assertion
Feb 21, 2026 Canadian immigration officers investigating hundreds …
But say wat u want i think the Africans assimilate better tho...here in the UK most are Christian..my white sister is married to one and he's a doctor takes good care of them all
But say wat u want i think the Africans assimilate better tho...here in the UK most are Christian..my white sister is married to one and he's a doctor takes good care of them all
Identity Attack0.2772088
Insult0.04090862
Profanity0.07320584
Threat0.009722093
Severe Toxicity0.008506775
Low Tox 0.2043827 Constructive 0.74 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
all well said.. my opinion, if you cant speak english fairly well or at the verry least decent and want to come to canada, you shouldnt be allowed in and be sent back to where …
all well said.. my opinion, if you cant speak english fairly well or at the verry least decent and want to come to canada, you shouldnt be allowed in and be sent back to where you came from on your dime not ours,,,
Identity Attack0.11860296
Insult0.07396803
Profanity0.014703264
Threat0.011405042
Severe Toxicity0.0059890747
Low Tox 0.20312156 Constructive 0.568
Sep 10, 2025 Why Canadians Are Turning Against …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of …
I really appreciate that you did this video to try and shine some light on what's happening in Canada. However, this was such a missed opportunity. There was never any questions about why millions of indians have been allowed in the country in record numbers. There is so much fraud in the government with their diploma mills, drug trafficking and employment scams. This video could have been so much bigger and exposed the corruption in the Canadian government. This is not what Canadians want
Identity Attack0.16373143
Insult0.09563028
Profanity0.017436003
Threat0.007301235
Severe Toxicity0.004425049
Low Tox 0.2028889 Constructive 0.698 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is called malice.. Respect all.. We dnt want like usa.
This is called malice.. Respect all.. We dnt want like usa.
Identity Attack0.11744241
Insult0.053205602
Profanity0.025907494
Threat0.0091524795
Severe Toxicity0.0041770935
Low Tox 0.2028889 Moderate Con 0.344 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is why it’s so vital we’re vocal about not wanting the USA to become little India next.
This is why it’s so vital we’re vocal about not wanting the USA to become little India next.
Identity Attack0.25309357
Insult0.06529768
Profanity0.031391226
Threat0.010938995
Severe Toxicity0.006713867
Low Tox 0.2028889 Moderate Con 0.374 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a …
Bruh it's so bad here you don't have to worry about losing your job for being called racist, the Indians have all the jobs. Young Canadians are applying for 500+ jobs to not get a call back or an interview. Also that lady who didn't want to be interviewed and the guy on the bike were based. Our Goverment has been pumping them into the country for 10 years without requiring them to speak English or french. Lastly before anyone attacks the man on the bike, check science...
Identity Attack0.16373143
Insult0.07967083
Profanity0.018392462
Threat0.009385503
Severe Toxicity0.0048446655
Low Tox 0.2028889 Constructive 0.68 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Such insane dedication to showing us everything normal media doesn't want to show. Much respect, keep up the great work!
Such insane dedication to showing us everything normal media doesn't want to show. Much respect, keep up the great work!
Identity Attack0.0031818156
Insult0.14874944
Profanity0.035649836
Threat0.0065115434
Severe Toxicity0.002117157
Low Tox 0.2028889 Constructive 0.507
Jan 27, 2026 Inside Canada's Indian Invasion...
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian …
I am also an immigrant, I came here from Guyana (I am Indian) in 1986 when I was 13 years old, so I grew up here and me and my family adapted to the Canadian culture and love it. I've called this country my home for the last 40yrs and wouldn't want to live anywhere else. We live by the rules and laws of this Country as all other immigrant SHOULD. I hated it just as much when new immigrants come and try to impose their culture and way of life on us then complain when they meet resistance. It's simple, if you are planning to go live in a foreign country and you don't like or think you can handle the culture, then you shouldn't move there.
Identity Attack0.1808059
Insult0.0838533
Profanity0.03339528
Threat0.009230154
Severe Toxicity0.006713867
Low Tox 0.20265625 Constructive 0.857 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
They love their country so much but all don't want to live there :D
They love their country so much but all don't want to live there :D
Identity Attack0.18235919
Insult0.033901088
Profanity0.03615085
Threat0.009851551
Severe Toxicity0.0066375732
Low Tox 0.20265625 Moderate Con 0.456 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
I am an engineer and my wife is a doctor, but if we wanted to go to Canada as tourists, you wouldn't grant visas to Turkish citizens.
I am an engineer and my wife is a doctor, but if we wanted to go to Canada as tourists, you wouldn't grant visas to Turkish citizens.
Identity Attack0.28034934
Insult0.038566336
Profanity0.017436003
Threat0.0077284453
Severe Toxicity0.0047302246
Low Tox 0.20172562 Constructive 0.579 Policy_Critique
Jan 27, 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.