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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: "And the liberals will do …" 1,410 comments · Page 19 of 57
Yeah. They are despised. And only here to prop up the liberal government and ruin our country.
Yeah. They are despised. And only here to prop up the liberal government and ruin our country.
Identity Attack0.12735364
Insult0.3388922
Profanity0.054938845
Threat0.045895394
Severe Toxicity0.010070801
Moderate 0.37576625 Low Con 0.242 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
This liberal government allowed those fraudster to enter Canada without proper betting.
This liberal government allowed those fraudster to enter Canada without proper betting.
Identity Attack0.08087392
Insult0.40420914
Profanity0.033144772
Threat0.0083886795
Severe Toxicity0.0066375732
Moderate 0.37576625 Low Con 0.123 Policy_Critique
Oct 3, 2025 2 likes IRCC Names India in Study …
Liberals destroyed the whole system in this country! From sending money to corrupt Ulraine regime, paying free hotels and giving money to bogus claims! Next level corruption and wasting of taxpayers money 💰
Liberals destroyed the whole system in this country! From sending money to corrupt Ulraine regime, paying free hotels and giving money to bogus claims! Next level corruption and wasting of taxpayers money 💰
Identity Attack0.11860296
Insult0.3682569
Profanity0.025907494
Threat0.009385503
Severe Toxicity0.007286072
Moderate 0.37576625 Low Con 0.213 Policy_Critique
Feb 24, 2026 'We do know that there's …
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
PLEASE REMOVE THEM ALL. We don't care about their tears. We care about REAL Canadians struggling. The Liberals ruined Canada by letting in people who contributed nothing
Identity Attack0.0037577176
Insult0.013189403
Profanity0.00021993765
Threat0.26951456
Severe Toxicity0.00005399157
Moderate 0.37428164 Call_To_Action
Mar 8, 2026 2.9 million Canadian temporary visas …
Liberalization: 10 years of it drove it into the ground and now half the boneheads voted them in again. Think aboot it.
Liberalization: 10 years of it drove it into the ground and now half the boneheads voted them in again. Think aboot it.
Identity Attack0.028628819
Insult0.40243408
Profanity0.110447146
Threat0.011120236
Severe Toxicity0.009231567
Moderate 0.37340668 Low Con 0.174 Policy_Critique
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
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 …
Liberal Treason!
Liberal Treason!
Identity Attack0.21866
Insult0.3388922
Profanity0.06195303
Threat0.018019408
Severe Toxicity0.013801457
Moderate 0.3722269 Low Con 0.202
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
You can hate PP and conservatives but this idea is legit and correct Liberal has to support this no brainer ideas
You can hate PP and conservatives but this idea is legit and correct Liberal has to support this no brainer ideas
Identity Attack0.21866
Insult0.3493834
Profanity0.08710717
Threat0.0104988385
Severe Toxicity0.009155273
Moderate 0.3722269 Moderate Con 0.433 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Why are we bringing immigrants with no education, who will be on handouts their whole lifes... Oh ya, to vote liberal
Identity Attack0.3802808
Insult0.26395
Profanity0.032894265
Threat0.0116639575
Severe Toxicity0.016125489
Moderate 0.3722269 Low Con 0.251 Unverified_Claim
Feb 18, 2026 3 likes LILLEY UNLEASHED: The fall of …
this is insane thanks liberals
this is insane thanks liberals
Identity Attack0.16801116
Insult0.3388922
Profanity0.114160895
Threat0.009437286
Severe Toxicity0.010528564
Moderate 0.37073207 Low Con 0.282 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Another liberal democrat run YouTube channel that portrays abusers like victims 💅🏻
Another liberal democrat run YouTube channel that portrays abusers like victims 💅🏻
Identity Attack0.16801116
Insult0.27146968
Profanity0.07708528
Threat0.023889944
Severe Toxicity0.014769804
Moderate 0.37073207 Low Con 0.214 Meta_Commentary
Feb 11, 2026 Canada's tighter immigration policy divides …
With this wussy government what else do you expect? Our Liberals will do the opposite of what Americans do just to prove they go their own way even if it's terrible for Canada.
With this wussy government what else do you expect? Our Liberals will do the opposite of what Americans do just to prove they go their own way even if it's terrible for Canada.
Identity Attack0.10221587
Insult0.38406035
Profanity0.0961592
Threat0.008531082
Severe Toxicity0.009002686
Moderate 0.36867723 Moderate Con 0.303
Oct 1, 2025 IRCC Names India in Study …
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our …
As a republican, I seriously disagree when Trump says we're going to make Canada the 51st state for this reason. Theyre all Indians, Muslims, and liberals there. Why would we want them voting in our elections
Identity Attack0.45348886
Insult0.1798321
Profanity0.034397304
Threat0.009411395
Severe Toxicity0.015544481
Moderate 0.36867723 Constructive 0.567 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals should all be sent to the gallows for doing this to Canada
Liberals should all be sent to the gallows for doing this to Canada
Identity Attack0.28034934
Insult0.24171697
Profanity0.07514556
Threat0.34804323
Severe Toxicity0.018449519
Moderate 0.36867723 Low Con 0.185 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views …
Canada is a joke - and over 50% are so brainwashed they support what is going on. It's a sad state of affairs in Canada right now. Glad this is going to have global views - This is a CANADA WIDE issue not just specific to Brampton. Calgary's NE - Brampton - Surrey Etc. If we are going to have such massive immigration I'd like to know why we can't bring in Filipinos, Japanese, and Koreans - They respect culture and work hard! Side note - why does our government support foreigners over supporting our own domestic couples to have children? - Modern day slave labour is the system Canada is running on right now. But you won't see liberals talking about that :)
Identity Attack0.3072352
Insult0.36365277
Profanity0.058946952
Threat0.009074804
Severe Toxicity0.012833111
Moderate 0.36867723 Constructive 0.63 Policy_Critique
Jan 27, 2026 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)
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is …
Thanks to your liberal Gov. letting UNKOWN WHO EVER across our boarder AND FLOWN IN allowed to stay sucking up YOUR paychq with extra taxes to pay for thier housing/rent, food, medical services. Here's is food for thought (I'm 65+) ww2. People would flee thier country so back then 10 people being caught coming into a unkown country 1 or 2 from that group were spys to destroy that country. Heres my point>> When Canada/bleeding hearts let thousands of unkown into our land how many ARE CRIMINALS, GANG CARTIL, and by the way the world is now looking at Canada as a NARCO country which means politics is now controled by CARTIL, GANG, CORRUPTION. CHECK IT OUT IN GOOGLE .... is canada a narco state>> The writing is on the wall.
Identity Attack0.116281845
Insult0.36798462
Profanity0.18663849
Threat0.012647836
Severe Toxicity0.021806452
Moderate 0.36867723 Constructive 0.523 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Just look at the disaster the liberals created in CBN Newfoundland,it's a crime laden Muslim caliphate now and Pam Parson is proud of it and her part in filling the area up with Somali refugees.
Just look at the disaster the liberals created in CBN Newfoundland,it's a crime laden Muslim caliphate now and Pam Parson is proud of it and her part in filling the area up with Somali refugees.
Identity Attack0.40883094
Insult0.24928534
Profanity0.025770858
Threat0.013321015
Severe Toxicity0.013155893
Moderate 0.3666224 Low Con 0.266 Policy_Critique
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Because of hysterical liberals, common sense is their enemy. Reality is also something they shun.
Because of hysterical liberals, common sense is their enemy. Reality is also something they shun.
Identity Attack0.14875233
Insult0.37506318
Profanity0.04216301
Threat0.008492245
Severe Toxicity0.0061798096
Moderate 0.3666224 Low Con 0.166 Identity_Assertion
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
I just want to thank our previous honorable & most revered PM Mr. Trudeau & his liberal party for destroying & changing the face of canada((((((((((((((((((((((((((((((((((((((((((((((((((((( and made it the worst & dirtiest & high …
I just want to thank our previous honorable & most revered PM Mr. Trudeau & his liberal party for destroying & changing the face of canada((((((((((((((((((((((((((((((((((((((((((((((((((((( and made it the worst & dirtiest & high crime rate (((((((((((((((((((((((
Identity Attack0.10815793
Insult0.34626248
Profanity0.038906425
Threat0.0287245
Severe Toxicity0.011367798
Moderate 0.36456755 Moderate Con 0.486 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
Liberal disaster government
Liberal disaster government
Identity Attack0.14233272
Insult0.35677677
Profanity0.0838743
Threat0.0100069
Severe Toxicity0.009689331
Moderate 0.36456755 Moderate Con 0.301 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
Thonk to all you liberal supporter great job at destroying the country our brothers and sister fought and died for
Thonk to all you liberal supporter great job at destroying the country our brothers and sister fought and died for
Identity Attack0.10221587
Insult0.17610447
Profanity0.038906425
Threat0.2857609
Severe Toxicity0.01683561
Moderate 0.36456755 Moderate Con 0.372 Policy_Critique
Sep 7, 2025 Why Canadians Are Turning Against …
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built …
The problem isn't Indians taking over your place and your churches, this is but a symptom of a bigger problem. The problem is YOU white men not acting and re-enforcing the patriarchal society that built the whole country in the first place. You let women in leading positions and look what is happening, no children and policies that import the 3rd world. When are you finally going to stand your ground and say no to your liberal women and take back control of the country?
Identity Attack0.41975367
Insult0.18728738
Profanity0.051181246
Threat0.010705971
Severe Toxicity0.014576134
Moderate 0.3625127 Moderate Con 0.332
Oct 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Like a lot of faces in the liberal government she looks evil but that’s what this government is just plain evil get ready for a long ride Canada it’s not going to be pretty
Like a lot of faces in the liberal government she looks evil but that’s what this government is just plain evil get ready for a long ride Canada it’s not going to be pretty
Identity Attack0.10221587
Insult0.36798462
Profanity0.058946952
Threat0.012181788
Severe Toxicity0.01083374
Moderate 0.3625127 Low Con 0.248 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
It's hard for Carney to soar with the eagles when he's surrounded by turkeys, retreads, incompetents and Liberals clearly in over their depth. Are they not even utilizing all these consultants we're being billed for …
It's hard for Carney to soar with the eagles when he's surrounded by turkeys, retreads, incompetents and Liberals clearly in over their depth. Are they not even utilizing all these consultants we're being billed for ? I'd say put Sean Fraser in, he's got good hair, but he's already botched the immigration file once. You three pundits are right on the money with all your points. In the spirit of cooperation why doesn't Carney just put Michelle into the portfolio ? These Liberals are botching everything they touch. In an ideal world Carney should cross the floor, become the Conservative's lead Trump negotiator and we could dump the rest of the Liberal party in recycling, where the vast majority of them belong....including you Fanjoy
Identity Attack0.23239216
Insult0.40243408
Profanity0.051431753
Threat0.009722093
Severe Toxicity0.010299683
Moderate 0.3625127 Constructive 0.546 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.