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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: "This has to stop!!! I …" 863 comments · Page 13 of 35
No let me rephrase that we are fed up with bad ppl, immigrants are not the problem .... the mentality of racist ppl are ... Yes we expect when you come ot canada that you …
No let me rephrase that we are fed up with bad ppl, immigrants are not the problem .... the mentality of racist ppl are ... Yes we expect when you come ot canada that you adapt to our culture way if living ... which is kindess to all and acceptance of all that means no religion disputes respect each other relgions respect gender equality , respect laws , respect ppl workign hard to mke aliving btw il lpoint this out the worse crimes are commited by white canadian citizens and that is fact so stop trying to act liek immigrants are theproblem this false disinfo crap is just that
Identity Attack0.4453683
Insult0.3388922
Profanity0.059948977
Threat0.010291707
Severe Toxicity0.016900165
Moderate 0.37751234 Constructive 0.542
Aug 28, 2025 Why Canadians Are Turning Against …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our …
Nobody is talking about all the babies being born with these immigrant couples and families. Canadian young people are deciding not to have children because sadly they can't afford them. Meanwhile immigrants are using our over burdened medical fiasco while our children and tax payers work non stop supporting them! More babies, bigger accommodations, support, child tax credits, extra necessities, vehicles, even friggin credit cards paid by us.
Identity Attack0.28883415
Insult0.34032786
Profanity0.27747265
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.37751234 Constructive 0.546 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
When are western nations going to stop the mass importation of third worlders? It seems like this is all planned... to destroy our countries...
Identity Attack0.39677486
Insult0.16751462
Profanity0.051932767
Threat0.13815513
Severe Toxicity0.022452017
Moderate 0.37751234 Low Con 0.296 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
they are fraudulant people even between them, they uses they're own people,enslaving them in there country as well abroad,theyv done same thing in the uk and australia as well germany,,middle east as such dubai and …
they are fraudulant people even between them, they uses they're own people,enslaving them in there country as well abroad,theyv done same thing in the uk and australia as well germany,,middle east as such dubai and others.. the world needs to create a global coalition in order to stop this drama and open an serious investigation of what's going on in there country if it is the 5th largest economy in the world then why they're citizens are fleeing everyday and millions living below the line of poverty!
Identity Attack0.27682206
Insult0.34782293
Profanity0.12727508
Threat0.022853967
Severe Toxicity0.018578632
Moderate 0.37694603 Constructive 0.534
Sep 28, 2025 IRCC Names India in Study …
Stop immediately specially Indian immigration .
Stop immediately specially Indian immigration .
Identity Attack0.46028158
Insult0.082866095
Profanity0.06044999
Threat0.023889944
Severe Toxicity0.019482423
Moderate 0.37694603 Low Con 0.193
Dec 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way …
Please stop coming to Canada. They are ruining my home and native land. Its not india or africa...we have our own culture here. How about the foreigner learn to assimilate instead of the other way around.
Identity Attack0.46028158
Insult0.18977246
Profanity0.02249157
Threat0.009307829
Severe Toxicity0.015802706
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. …
These people are literally the worst drivers on the face of the Earth. They will look right at you going 50 miles an hour and blow the stop sign and then stop for no reason. Edit: I've seen them go around the bend in the road and turn on their turn signal just because the road curves a little bit. Mind blown
Identity Attack0.021786476
Insult0.37052566
Profanity0.084844165
Threat0.011456826
Severe Toxicity0.00919342
Moderate 0.37576625 Moderate Con 0.389 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We …
Most of our immigration over the last 5-10 years have been awful. Nothing but warm bodies that offer nothing other than cheap labor. Not qualified for anything useful. Hence the crime, scams and corruption. We have to stop letting the bad ones in.
Identity Attack0.2795294
Insult0.36537176
Profanity0.048425674
Threat0.009437286
Severe Toxicity0.012574885
Moderate 0.37458646 Moderate Con 0.464 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, …
People need to stop saying we are losing our culture. This is a brainwashed technique into none action because we think there is still time. Once we accept that our way of life is gone, then it's time to get it back. Let's be honest as an immigrant. The biggest pushback I've ever got for the observation of truth is from white liberals. I've been called racist for defending whites.
Identity Attack0.44690517
Insult0.2469859
Profanity0.079025
Threat0.0103175985
Severe Toxicity0.01302678
Moderate 0.37340668 Constructive 0.625 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
This needs to stop, I've been listening to the back peddling the disingenuous answers what a waste of time and money end this sham and deport them all.
This needs to stop, I've been listening to the back peddling the disingenuous answers what a waste of time and money end this sham and deport them all.
Identity Attack0.08500996
Insult0.27969417
Profanity0.058946952
Threat0.13815513
Severe Toxicity0.014317908
Moderate 0.3722269 Moderate Con 0.35
Oct 2, 2025 IRCC Names India in Study …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour …
Canada is a country built of immigrants, Indian, Chinese, Arab AND white people AND much more. Can we stop this racist narrative in 2026. There are bigger problems in the world, and if your neighbour being indian is bothering you, you need to look around and rethink your priorities.
Identity Attack0.44690517
Insult0.20434737
Profanity0.026180768
Threat0.008194493
Severe Toxicity0.01322045
Moderate 0.37073207 Constructive 0.573 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians need to stop whining. Cope with it
Canadians need to stop whining. Cope with it
Identity Attack0.2964622
Insult0.34392178
Profanity0.049177196
Threat0.008466354
Severe Toxicity0.008239746
Moderate 0.37073207 Low Con 0.152 Identity_Assertion
Feb 21, 2026 1 likes Inside Canada's Indian Invasion...
OH MY GOD THIS IS SYDNEY... WE ARE GOING THROUGH THE SAME THING. GO AWAY... THEY'RE LIKE FLIES... THEY KEEP BREEDING TOO. STOP.. GO BACK HOME ...
OH MY GOD THIS IS SYDNEY... WE ARE GOING THROUGH THE SAME THING. GO AWAY... THEY'RE LIKE FLIES... THEY KEEP BREEDING TOO. STOP.. GO BACK HOME ...
Identity Attack0.109318495
Insult0.26957804
Profanity0.10425757
Threat0.019228047
Severe Toxicity0.023076924
Moderate 0.36867723 Moderate Con 0.38 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived …
Why in the first place White Canadian Politicians, Canadian Establishment allowed Large numbers of Indians to come to Canada ?? And Mind you, majority of Indian migrants are Legal Immigrants and those who had arrived illegally was taken back to India by indian authorities. But illegal Indians thise Canadian Government choose to keep and not handover to India purposely are mystery. And Remember Canada's Anti India group AKA Criminal Sikh Khalistani organisation which is Legally protected, patronised, used by very Canadian political party & Canadian Secret Service agencies to Snub india in geopolitics. Vanadian courts have already convicted these Khalistani Criminals for Bombing Air India Flight in 1983 where 300+ Candian citizens were died. These khalistanis & other ilegal indian immigrant who are willfully protected by canada under the name of Social Religious Freedom & what not. India had already complained to Canada about stop giving political asylum to these criminal groups, end the support to these Sikh Khalistani Criminals who are awaiting Criminal trials in Indian courts. But Canada refused to handover these criminals, many of these who have become Khalistani Drug Cartel Operatives & recruits living in Canada under secret Canadian government protection. And same Khalistani Big drug cartel money goes in to Canadian election funding and to the Canadian Political parties both the Conservative & Liberals are in co hoot with these Indian criminals. Thats why they get free run in Canada. Hense Canadian political parties protect ,shield the Khalistani group members when ever they get into trouble with Canadian Law & enforcement. So Canadian whites are equally responsible for corruption, rampant unchecked immigration of criminals and then its easy for Whites Canadians to blem India & Indians for everything mess they have created in Canada. No White Canadian is questioning RCMP's role in all this mess bcoz white Canadians never want to question their White Canadian Police and how the RCMP police operates ignoring the criminal activities of Immigrants who become drug cartel members and how the hell they get quick easy Canadian Citizenship where as a Legal Skilled immigrant do not get Canadian PR or Citizenship even after putting many efforts and money as fees. Something Rot is Cookin in Canada and it Smells bad....😢😢
Identity Attack0.4139151
Insult0.26957804
Profanity0.049427703
Threat0.011612174
Severe Toxicity0.018126737
Moderate 0.36867723 Constructive 0.504 Unverified_Claim
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have …
1. The PROBLEM is WHO Canada lets in! ANYONE that has applied for Asylum, should be rounded up and deported, many of them were DENIED Asylum by the U.S. and other countries because they have ties to Terrorist or Criminal Organizations! (I could post a List of Known Terrorist Groups Operating in Canada, Most are from Muslim countries, India, Pakistan, and Palestine!) 2. Any Immigrant that REFUSE to comply with Canadian Laws needs to be Deported! (Example: Not having to wear motorcycle helmets for "Religious reasons" and that kind of stuff!) 3. If an Immigrant commits a crime it is INSTANT DEPORTATION, never to be allowed Entry Again! (including any and all members of their Families!) 4. Canada needs to STOP subsidizing these Immigrants PAY! You want to come to work, Fine You EARN your ENTIRE Pay Check like everyone else does! (I know at least ONE Employer that is Scamming part of the Subsidy for themselves instead of paying workers what they are supposed to pay them! I am sure there are others!) 5. If you throw a protest for a Known Terror group, INSTANT Deportation!
Identity Attack0.38699543
Insult0.25800487
Profanity0.036651865
Threat0.050098058
Severe Toxicity0.02258113
Moderate 0.36867723 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while …
It’s all about the collages and universities keeping the professors and teachers working.. Doesn’t matter what it’s doing to Canadians in the background as long as they stay relevant and get a pay check while teaching courses that will NOT help students in the real world.. This student immigration is a scam and we all know it, now we need politicians with big enough balls to stop this program and remove everyone that is non compliant and we start taking back our country.
Identity Attack0.07591068
Insult0.25800487
Profanity0.25549942
Threat0.03304107
Severe Toxicity0.01502803
Moderate 0.3666224 Moderate Con 0.455
Oct 1, 2025 1 likes IRCC Names India in Study …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian indian who is preaching here ,and why did british,french,italian,roman loot everything from asia and africa,central asia , middleast and invdade them and stolen everything put their country as junk yard and now all the west is entirely debt ridden,Why cry now,Stop bombing them and should not have done all this in first place since 100 of years ago,Migration is human thing ,no one can stop,its god instilled in human and this is how civilization expanded around the world..I understand ,i get the disgustian behaviour pattern of indians in the west especially the sanghis hindu extremist who were being exposed right ,left and center all over the world in social media..Like Faith says people migrate for economic reason,even that is not working any more,Leave the east and africa at peace ,lot of people will remigrate back home,..I say this for a fact.Stop bombimg them working with zionist jews pedophiles isralies who are root of all the problem that exist on face of the earth.,the banks they own,corporations they own,healthcare industry they own,diamond mines they own,weapons industry they own,drug and porn industry jews own..
Identity Attack0.37953663
Insult0.2735258
Profanity0.1413768
Threat0.13785169
Severe Toxicity0.023076924
Moderate 0.36456755 Constructive 0.571 Moral_Argument
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument …
whenever I see the clip of the muslim bragging they'll outbreed us and make Canada a muslim nation, I just want to ask "what should stop us from just removing that threat than?" What argument would he have against that?
Identity Attack0.458714
Insult0.14150882
Profanity0.047173142
Threat0.060766358
Severe Toxicity0.01683561
Moderate 0.3625127 Moderate Con 0.456 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy …
Canada, Australia, UK, NZ must stop their Replacement with Foreginers programme, this is disgusting, look after your own people first. It is not racism to speak up, it is not inhumane or lack of empathy when you speak up.
Identity Attack0.13591312
Insult0.37052566
Profanity0.035649836
Threat0.008582866
Severe Toxicity0.008049011
Moderate 0.3625127 Moderate Con 0.498
Nov 21, 2025 20 likes Quebec Ends Economic Immigration Program …
Throw these frauds out of the country, stop letting international students work, shut down fake truck permit schools. The citizens and low-income households can't find work here, and the Canadian-Indians are facing insane discrimination due …
Throw these frauds out of the country, stop letting international students work, shut down fake truck permit schools. The citizens and low-income households can't find work here, and the Canadian-Indians are facing insane discrimination due to the many bad apples and terrible government immigration/student policies.
Identity Attack0.29798782
Insult0.33998606
Profanity0.034397304
Threat0.027343199
Severe Toxicity0.0119018555
Moderate 0.3625127 Moderate Con 0.479
Sep 29, 2025 IRCC Names India in Study …
@TylerOliveria stop being racist
@TylerOliveria stop being racist
Identity Attack0.23391083
Insult0.24928534
Profanity0.15371579
Threat0.009903334
Severe Toxicity0.015996376
Moderate 0.36095104 Low Con 0.279 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I am africa stop recim indian people so nice
I am africa stop recim indian people so nice
Identity Attack0.40255263
Insult0.16795322
Profanity0.13344458
Threat0.042662576
Severe Toxicity0.023076924
Moderate 0.36095104 Moderate Con 0.361 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
This is Canada is not India. Not Pakistan. Not Palestine. Not Saudi. Get them out. Time to stop immigration scam.
Identity Attack0.3817989
Insult0.25800487
Profanity0.037403382
Threat0.013113883
Severe Toxicity0.012054443
Moderate 0.36095104 Low Con 0.168
Nov 30, 2025 1 likes IRCC Names India in Study …
Many many immigrants should be sent back. PERIOD. There should be A FULL STOP ON IMMIGRATION. PERIOD!
Many many immigrants should be sent back. PERIOD. There should be A FULL STOP ON IMMIGRATION. PERIOD!
Identity Attack0.38445538
Insult0.0836065
Profanity0.028230323
Threat0.07016479
Severe Toxicity0.020386212
Moderate 0.36095104 Low Con 0.238
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Really people can't being human it feels that why cant anyone stop being racist
Really people can't being human it feels that why cant anyone stop being racist
Identity Attack0.28034934
Insult0.25404143
Profanity0.14930901
Threat0.011482717
Severe Toxicity0.018449519
Moderate 0.36095104 Low Con 0.291 Moral_Argument
Feb 7, 2026 2 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.